PP64CH20-Howell ARI 24 March 2013 ANNUAL REVIEWS Further 12:55 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Click here for quick links to Annual Reviews content online, including: • Other articles in this volume • Top cited articles • Top downloaded articles • Our comprehensive search Endoplasmic Reticulum Stress Responses in Plants Stephen H. Howell Plant Sciences Institute and Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, Iowa 50011; email: [email protected] Annu. Rev. Plant Biol. 2013. 64:477–99 Keywords First published online as a Review in Advance on January 7, 2013 unfolded protein response, membrane-associated transcription factors, IRE1, ERAD, autophagy, cell death The Annual Review of Plant Biology is online at plant.annualreviews.org This article’s doi: 10.1146/annurev-arplant-050312-120053 c 2013 by Annual Reviews. Copyright All rights reserved Abstract Endoplasmic reticulum (ER) stress is of considerable interest to plant biologists because it occurs in plants subjected to adverse environmental conditions. ER stress responses mitigate the damage caused by stress and confer levels of stress tolerance to plants. ER stress is activated by misfolded proteins that accumulate in the ER under adverse environmental conditions. Under these conditions, the demand for protein folding exceeds the capacity of the system, which sets off the unfolded protein response (UPR). Two arms of the UPR signaling pathway have been described in plants: one that involves two ER membrane–associated transcription factors (bZIP17 and bZIP28) and another that involves a dual protein kinase (RNA-splicing factor IRE1) and its target RNA (bZIP60). Under mild or short-term stress conditions, signaling from IRE1 activates autophagy, a cell survival response. But under severe or chronic stress conditions, ER stress can lead to cell death. 477 PP64CH20-Howell ARI 24 March 2013 12:55 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Contents INTRODUCTION . . . . . . . . . . . . . . . . . . MEMBRANE-ASSOCIATED TRANSCRIPTION FACTORS . . . bZIP17 and bZIP28 . . . . . . . . . . . . . . . . Upregulation of Stress-Response Genes . . . . . . . . . . . . . . . . . . . . . . . . . . IRE1 AND THE RNA-SPLICING ARM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . bZIP60 mRNA Splicing . . . . . . . . . . . . Converging Pathways . . . . . . . . . . . . . . PROTEIN FOLDING AND N-LINKED GLYCOSYLATION . . . . . . . . . . . . . . ER-ASSOCIATED DEGRADATION . . . . . . . . . . . . . . . . . ER STRESS AND AUTOPHAGY . . . . ER STRESS AND CELL DEATH . . . Cell Sparing or Cell Death? . . . . . . . . Difference Between Plants and Animals . . . . . . . . . . . . . . . . . . . . Endoplasmic reticulum (ER): a large membranous organelle involved in the production and export of secreted proteins ER quality control (ERQC): a system in the ER that monitors proteins for proper folding and selects misfolded proteins for ERAD ER-associated degradation (ERAD): a system in the ER that degrades misfolded proteins ER stress: stress produced by the accumulation of misfolded proteins in the ER 478 478 479 480 481 482 482 483 484 486 489 490 491 492 INTRODUCTION Protein folding has been one of the most intensely studied processes in biology. Unlike protein synthesis, which is instructed by DNA and RNA, protein folding is a selfassembly process, guided by entropic and energetic forces. The folding of large proteins in particular can be finicky: There are many hills and valleys in the energy landscape of protein folding, and proteins can end up in nonnative conformations (7, 28). Because protein folding can be easily perturbed, it is a means by which plants can perceive and respond to adverse environmental conditions (64). Protein folding is an issue for secreted proteins because during synthesis they enter the endoplasmic reticulum (ER) lumen as unfolded polypeptides. Their folding is aided by factors in the ER, and those proteins that do not fold properly are detected by an ER quality control (ERQC) system and degraded by an ERassociated degradation (ERAD) system. ERQC Howell is important because misfolded proteins can be deleterious to plant health. Even under the best conditions, some proteins are misfolded. Under adverse environmental conditions or conditions of heavy protein secretion, however, the demands for protein folding can exceed the capacity of the protein-folding and degradation systems—leading to an increase in the load of misfolded or unfolded protein in the ER, a condition that causes ER stress in plants (112). ER stress sets off the unfolded protein response (UPR). The UPR is a homeostatic response to lighten the load of unfolded proteins in the ER by bringing the protein-folding and degradation capacity of the ER into alignment with the demand. The UPR has been recognized in plants for a number of years by its molecular signature (5, 14, 15): the upregulation of genes involved in protein folding and ERAD (49, 75). ER stress also promotes autophagy, and intense or prolonged ER stress can lead to cell death, as discussed below. The UPR can be induced in the laboratory by treating plants with ER stress agents— agents that interfere with protein folding in the ER (89). One such agent is tunicamycin, which interferes with N-linked glycosylation of secreted glycoproteins. N-glycans are recognized at various steps in the protein-folding process, and without N-linked glycosylation, folding is interrupted and unfolded proteins accumulate. Reducing agents, such as dithiothreitol, are also ER stress agents because the proper folding of proteins containing disulfide bonds requires an oxidizing environment. In addition, inhibitors of the ER calcium pump, such as cyclopiazonic acid, serve as ER stress agents because the major components of the ER protein-folding apparatus, calnexin and calreticulin, are calcium dependent (79). Of course, ER stress agents are proxies for the natural conditions that elicit ER stress in plants. The UPR can be induced by a variety of abiotic stresses, such as heat and salt stress (64), and by biotic agents (81, 120). Other factors involved in protein folding in the ER are molecular chaperones, which aid in protein folding but do not guide it. Binding Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 protein (BiP) is one of the most abundant chaperones in the ER lumen and is thought to bind nascent proteins entering the ER, preventing their aggregation (88). This is a critical function for chaperones because the ER is a crowded protein-folding environment, and exposed hydrophobic surfaces on nascent proteins make them vulnerable to aggregation. BiPs are heat shock 70 proteins that bind ATP and operate in conjunction with J-domain-containing proteins ( J proteins) (117). J proteins interact with BiP to stimulate ATP hydrolysis, promoting the rapid entrapment of polypeptides by BiP; these polypeptides are then slowly released upon nucleotide exchange (80). Nucleus Cytosol Stress-response gene bZIP28 bZIP60 gene bZIP60 S2P Translation Golgi bodies S1P bZIP60 mRNA Splicing IRE1 COPII vesicle components bZIP28 MEMBRANE-ASSOCIATED TRANSCRIPTION FACTORS ER membrane The first responders to ER stress are ER stress sensor/transducers located on the ER membrane. Mammalian cells have three classes of ER sensor/transducers, each heading up an arm or branch of the UPR signaling pathway (113). One arm involves membrane-associated transcription factors that, when activated, are released and then relocate to the nucleus to upregulate UPR genes. Another arm is headed up by a dual-functioning protein kinase/ribonuclease called inositol-requiring enzyme 1 (IRE1) (see IRE1 and the RNA-Splicing Arm, below). The third arm involves a membrane-associated protein kinase called protein kinase RNA-like endoplasmic reticulum kinase (PERK), which phosphorylates and inactivates a translation initiation factor, eIF2a, thereby slowing translation. So far, plants have only been shown to have the first two arms of the ER stress–response pathway (Figure 1). In mammalian cells, one of the best-studied membrane-associated stress-transducing transcription factors is a basic leucine zipper (bZIP) factor called activating transcription factor 6 (ATF6). ATF6 is a type II membrane protein with a single-pass transmembrane domain, a bZIP domain facing the cytosol, and a Cterminal tail with a site 1 protease (S1P) cleavage site facing the ER lumen. Following stress BiP ER lumen Misfolded protein Figure 1 The two arms of the ER stress–response signaling pathway in plants. One arm involves membrane-associated transcription factors such as bZIP28; the other involves a membrane-associated dual-functioning protein kinase/ribonuclease, IRE1, that splices the mRNA encoding bZIP60. In response to stress, bZIP28 and IRE1 are activated by the accumulation of misfolded proteins in the ER. bZIP28 is mobilized from the ER and transported to Golgi bodies, where it is progressively processed by S1P and S2P. S2P intramembrane cleavage releases the N-terminal component of bZIP28 into the cytosol, allowing it to relocate to the nucleus. Once activated, IRE1 splices the bZIP60-encoding mRNA, creating a frameshift such that the spliced RNA now encodes a transcription factor with a nuclear targeting signal. bZIP28 and bZIP60 can heterodimerize, and the two arms of the signaling pathway may converge in the formation of heterodimers that can upregulate stress-response genes. treatment, ATF6 is mobilized, exiting the ER and moving to Golgi bodies, where it is subject to proteolysis by two Golgi-associated proteases: S1P (a soluble lumenal protease) and site 2 protease (S2P, a membrane-associated metalloprotease). S2P cleaves ATF6 in the membrane, releasing the cytosolic-facing component with the bZIP domain, which relocates into the nucleus to upregulate target genes. www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants Unfolded protein response (UPR): response to ER stress involving the upregulation of stress-response genes 479 PP64CH20-Howell ARI 24 March 2013 12:55 Stress-response gene Nucleus S2P S1P Cytosol Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Golgi bodies bZIP28 COPII vesicle components Sar1 ER membrane BiP Misfolded protein ER lumen Figure 2 Mobilization of bZIP28 in response to ER stress. bZIP28 is a type II membrane protein with a single transmembrane domain, an N-terminal domain that contains transcription factor elements facing the cytosol, and a C-terminal domain in the ER lumen. bZIP28 is thought to be retained in the ER by the association of its C-terminal domain with BiP in the ER lumen. Under stress conditions, BiP is recruited away by the accumulation of misfolded proteins in the ER, releasing bZIP28. bZIP28 clusters in the ER membrane, associates with the Sar1 GTPase and other COPII vesicle elements, and is included as cargo in the transport of materials from the ER to Golgi bodies. bZIP28 is processed by Golgi-resident proteases, first by S1P and then by S2P, releasing the N-terminal domain of bZIP28 for relocation to the nucleus. Tunicamycin: an antibiotic that inhibits N-linked glycosylation and elicits ER stress responses and the UPR Calnexin: a membrane-bound component of the protein-folding machinery in the ER Calreticulin: a soluble component of the protein-folding machinery in the ER lumen 480 bZIP17 and bZIP28 Homologs of ATF6 were identified in Arabidopsis among the 75 members of the bZIP transcription factor gene family as factors predicted to be type II membrane proteins. There were four in this category, three of which—AtbZIP17, -28, and -49—were much like ATF6, having a bZIP domain predicted to face the cytosol and a C-terminal tail with a canonical S1P cleavage site. To determine whether these proteins serve as ER stress sensor/transducers in Arabidopsis, the proteins were epitope or green fluorescent protein (GFP) tagged at their N termini and introduced into transgenic plants (10, Howell 66). Transgenic plants were then subjected to ER stress agents and a variety of environmental stress stimuli. bZIP17 was proteolytically cleaved following exposure of transgenic seedlings to high-salt stress or ER stress agents. Proteolysis required functional S1P and S2P, although only the S2P cleavage product was observed. The explanation given was that S1P cleavage potentiates S2P proteolysis, and once S1P cleavage occurs, it is followed very rapidly by an S2P cut, and very little of the intermediate accumulates. Following ER stress treatment, GFP-tagged versions of bZIP17 were observed to move from the ER to the nucleus. bZIP28 follows a similar pattern of activation involving movement to Golgi bodies in response to ER stress, proteolysis by S1P and S2P, release from Golgi membranes, and relocation to the nucleus (Figure 1) (65). Because these bZIP factors move from one organelle to another, Srivastava et al. (103) investigated steps involved in the exit of bZIP28 from the ER (Figure 2). In animal systems, transfer of cargo from the ER to Golgi bodies involves COPII vesicles, but whether this is the case in plants is still a matter of debate (30). Plants have numerous, mobile Golgi bodies that are thought to dock at ER exit sites and pick up cargo without the involvement of intermediate vesicles; nonetheless, ER-to-Golgi-body trafficking in plants is still thought to involve the COPII machinery, if only to concentrate cargo at prebudding sites in the ER. A critical piece of the COPII machinery is the Sar1 GTPase, which initiates the formation of prebudding sites. Sar1 is thought to interact with cargo directly or indirectly through its interaction with Sec23/24, a COPII vesicle coat element. Srivastava et al. (103) found that ER stress in Arabidopsis led to an enhanced association between bZIP28 and Sar1b, a product of one of the more abundantly expressed Sar1encoding genes in Arabidopsis. Sar1 appears to interact with a lysine-rich region on the cytosolic side of bZIP28, adjacent to the transmembrane domain. Substitution of lysine residues in this region with alanines interferes with Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 Sar1 association and prevents the exit of GFPbZIP28 from the ER to Golgi bodies (103). What enhances the interaction between bZIP28 and Sar1 in response to ER stress is not known. Sar1 and the lysine-rich region of bZIP28 are on the cytosolic side of the ER membrane, but ER stress signals derive from the ER lumen. In animal cells, ATF6 is thought to be retained in the ER under unstressed conditions by binding to BiP, which is competed away or actively dissociated from ATF6 when misfolded proteins accumulate under ER stress conditions (97, 98). After ATF6 is liberated from the ER, it is relocated to Golgi bodies— only to be cleaved by Golgi-resident proteases and released into the cytoplasm. Nucleus CCAAT bZIP box binding BIP3 gene Cytosol bZIP CCAAT binding box bZIP28 NF-YC2 gene Importin β? Golgi bodies NF-YA4 Importin 13? Upregulation of Stress-Response Genes NF-YB3 NF-YC2 More has been learned about the role of bZIP28 in transcription. Some of the genes upregulated by bZIP28 encode components of the ER protein-folding machinery, including BIP3, calnexin, calreticulin, and protein disulfide isomerase (PDI). Many genes in this group share a common element in their promoters, an ER stress–response element 1 (ERSE1). ERSE1 is composed of two subelements: a CCACG subelement that binds bZIP dimers and a CCAAT subelement that binds CCAAT-boxbinding factors (Figure 3) (122). CCAAT-boxbinding factors are general transcription factors composed of three nuclear factor Y (NF-Y) subunits: NF-YA, NF-YB, and NF-YC. The Arabidopsis genome has 36 NF-Y-subunit-encoding genes (100), and it was of interest to identify which subunits are associated with bZIP28 in regulating genes through ER stress. Liu & Howell (63) used a three-hybrid system to identify the subunits of the CCAATbox factor(s) that interact with bZIP28. When expressed together, NF-YB3 and NF-YC2 interacted strongly with bZIP28. A candidate for the third subunit, NF-YA4, that interacted with NF-YB3 and NF-YC2 was inferred from the yeast interactome (24). The NF-YA4, NF-YB3, and NF-YC2 subunits, together with bZIP28, Translation Figure 3 CCAAT-box-binding factors, which are regulated by ER stress. The ERSE1 elements in the promoters of ER stress–response genes (BIP3 and NF-YC2) are composed of two subelements: a CCACG subelement that binds bZIP dimers and a CCAAT subelement that binds CCAAT-box-binding factors, which are heterotrimeric proteins made up of NF-Y subunits. bZIP28 interacts with a CCAAT-box factor composed of NF-YA4, NF-YB3, and NF-YC2 subunits. The genes encoding NF-YA4 and NF-YB3 are constitutively expressed in Arabidopsis seedlings, but the gene encoding NF-YC2 is not. That gene is upregulated by ER stress in a manner that is partially dependent on bZIP28. Although the gene encoding NF-YB3 is constitutively expressed, the protein is located outside the nucleus under unstressed conditions. NF-YB3 is thought to be imported into the nucleus as a dimer following its heterodimerization with NF-YC2. all synthesized in Escherichia coli, successfully assembled into a complex in vitro in the presence of a double-stranded oligonucleotide representing an ERSE1 protein (63). Siefers et al. (100) had earlier used promoter:reporter constructs to show that NF-YA4 and NF-YB3, but not NF-YC2, were constitutively expressed in Arabidopsis seedlings. However, Liu & Howell (63) found that NF-YC2 expression was upregulated by ER stress agents and that the upregulation was dependent in part on bZIP28. Although NFYB3 expression was constitutive, GFP-tagged www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants Binding protein (BiP): molecular chaperone protein that binds to misfolded proteins to prevent their aggregation Inositol-requiring enzyme 1 (IRE1): ER membrane–localized RNA-splicing factor activated by ER stress (the name has little to do with its function in plants) 481 PP64CH20-Howell ARI 24 March 2013 Basic leucine zipper (bZIP): transcription factor that bears a leucine repeat zipper involved in protein dimerization and DNA binding Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Transmembrane domain: α-helical region of a protein that passes through a membrane Site 1 and site 2 proteases (S1P and S2P): resident proteases in Golgi bodies that process bZIP17 and bZIP28 Nuclear factor Y (NF-Y): a trimeric general transcription factor that functions as a CCAAT-boxbinding protein 12:55 NF-YB3 was located largely in the cytoplasm of unstressed seedlings. Following stress treatment, NF-YB3 relocated to the nucleus. Hence, Liu & Howell (63) proposed that following stress treatment, bZIP28 is activated and upregulates genes such as BIP3 and NF-YC2 (Figure 3). NF-YB and NF-YC are histone-fold-containing proteins that heterodimerize, and in mammalian cells they enter the nucleus as heterodimers through the importin 13 nuclear import system. It is therefore thought that in Arabidopsis, the upregulation of NF-YC2 expression promotes NF-YB3 entry into the nucleus. In mammalian cells, NF-YA is imported on its own by a different mechanism— the importin β system—and is then recruited to form a heterotrimeric CCAAT-box-binding factor (21, 48). In the nucleus and through its interaction with bZIP28, the CCAAT-boxbinding factor is likely to reinforce or sustain the activity of bZIP28. Thus, ER stress activates both the specific bZIP28 transcription factor and the general CCAAT-box-binding factor. IRE1 AND THE RNA-SPLICING ARM The second arm of the ER stress–response pathway in plants involves the RNA-splicing factor IRE1, a dual-functioning protein kinase/ribonuclease (Figure 1). This arm of the pathway is thought to be the most ancient arm, because it is found in yeast, nematodes, fruit flies, and mammals. Until recently, the arm had not been described in plants, although two genes encoding IRE1 had been identified in Arabidopsis (56). The RNA-splicing arm was discovered through efforts to understand the activation of another ER stress–induced, membraneassociated bZIP transcription factor, bZIP60 (43). bZIP60 had been implicated in ER stress responses through earlier work by Iwata & Koizumi (42), who found that the transgenic expression of an activated form of bZIP60 upregulates the expression of UPR genes. The activated form in their constructs was a truncated version of the protein that lacked a transmem482 Howell brane domain and C terminus. From this, they speculated that the normal endogenous bZIP60 is likely activated by proteolysis. Proteolytic activation of bZIP60 was also supported by the observation of a shorter form of bZIP60 following treatment by ER stress agents (41). The full-length form was associated with microsomal membranes, whereas the shorter form was located in nuclei. The only bZIP60 features that seemed inconsistent with proteolytic activation were that the full-length form lacks a canonical S1P site and that the appearance of the shorter form was not dependent on S1P or S2P. Because of this, it was argued that the processing of bZIP60 is unique, involving an undescribed proteolytic processing pathway (41, 42). bZIP60 mRNA Splicing Subsequently, however, it was shown that transcriptionally active forms of bZIP60 are produced by IRE1-mediated splicing of bZIP60 mRNA, not by proteolysis (16, 82). bZIP60 mRNA was considered to be the RNA-splicing target for IRE1 because, based on the structure of the sites in HAC1 mRNA in yeast and XBP1 mRNA in mammalian cells, RNA-folding programs predicted that bZIP60 mRNA can fold into a consensus IRE1 recognition site (87, 121). The recognition site is composed of a pair of stem loops with conserved bases at three positions in each loop (Figure 4a). Another feature of these structures is that they are “kissing” stem loops in which the two stems are capable of base pairing with each other. Deng et al. (16) found that bZIP60 mRNA is spliced in Arabidopsis seedlings in response to ER stress agents, such as tunicamycin and dithiothreitol. Splicing excised a 23b segment of mRNA, causing a frameshift beyond the splice site (Figure 4a). The splice site was just upstream of the single transmembrane domain in bZIP60, and the frameshift eliminated this domain (Figure 4b). In the new sequence downstream from the splice site were two putative nuclear localization signals, and the authors demonstrated that the GFP-tagged Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 form of unspliced bZIP60 mRNA was located primarily in the cytoplasm, coincident with ER markers, and the spliced form was located exclusively in the nucleus. Deng et al. (16) also conducted experiments to determine whether RNA splicing is, in fact, required to activate bZIP60 transcription. They did so by substituting a conserved base in one of the twin loops of the IRE1 recognition site. The substitution blocked bZIP60 mRNA splicing and inhibited the stress-induced upregulation of a bZIP60 target gene, BIP3. This demonstrated that RNA splicing, and not proteolysis, was responsible for bZIP60 activation. The Arabidopsis genome has three genes encoding IRE1-like proteins, but only two, IRE1a and IRE1b, encode full-length proteins. In two studies, transfer DNA (T-DNA) insertion mutations in IRE1a had little effect on ER stress–induced splicing of bZIP60 mRNA in Arabidopsis seedlings in response to ER stress agents; however, knockout mutations in IRE1b eliminated most splicing (16, 81). In studies by Nagashima et al. (82) using seedlings with a different ire1b allele, the single ire1b mutation had less of an effect on bZIP60 splicing, but double ire1a ire1b mutants eliminated all detectable stress-induced splicing. Thus, IRE1a and IRE1b seem to function somewhat redundantly in the splicing of bZIP60 in seedlings, although there may be differences in the assays used to determine the extent to which they do so. Converging Pathways Although bZIP60 and bZIP17/bZIP28 head up the separate arms of the ER stress pathway, two observations suggest that the pathways converge in the regulation of target genes (Figure 1). First, Liu & Howell (63) showed that in a yeast two-hybrid system, bZIP60 tends to heterodimerize with bZIP28 and bZIP17. Second, some genes, such as BIP3, are partially dependent on both bZIP28 and bZIP60 for upregulation in response to ER stress in Arabidopsis (41, 63). From this, it appears that the pathways for the two arms a 640 C A A G C A G G A G U U U CG U C C U C G U U U U U G Loop 1 C U G U G C G G A A U C C C C U UG G G Loop 2 U 680 U G C U U G b bZIP60 unspliced 140 1 197 295 bZIP Transmembrane domain Cytosol bZIP60 spliced ER membrane 140 1 197 bZIP 258 Figure 4 Splicing of bZIP60 mRNA by IRE1. (a) Double hairpin loop structure in bZIP60 mRNA recognized by IRE1. The structure has three conserved bases (shown in blue) in the hairpin loops, and the mRNA is cut in both loops at sites indicated by arrows. (b) Proteins encoded by the unspliced and spliced forms of bZIP60 mRNA. The protein encoded by the unspliced form has a single transmembrane domain and is predicted to be a type II membrane protein in the ER. The protein encoded by the spliced form has lost its transmembrane domain, and the new sequence (shown in red ) downstream from the splice site contains a nuclear location signal. of the ER stress response in plants might converge to upregulate target genes. Moreno et al. (81) recently found that IRE1a plays a role in establishing the systemic acquired resistance response elicited by bacterial pathogen infection in Arabidopsis. They reported that IRE1a is required to support the secretion of pathogenesis-related proteins following treatment of plants with salicylic acid. As a result, ire1a mutants show enhanced susceptibility to a bacterial pathogen, www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 483 PP64CH20-Howell ARI 24 March 2013 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Oligosaccharide transferase (OST): enzyme in the ER that catalyzes the transfer of lipid-linked oligosaccharides onto nascent glycoproteins UDPglucose:glycoprotein glucosyltransferase (UGGT): enzyme involved in monoglucosylating the branched oligosaccharide on glycoproteins in the calnexin/calreticulin protein-folding cycle 12:55 whereas ire1b mutants are unaffected. They also demonstrated that the immune deficiency in ire1a is due to a defect in salicylic-acidand pathogen-triggered, IRE1-mediated cytoplasmic splicing of the bZIP60 mRNA. How IRE1a operates and what effectors act downstream are not known. Although the original observations on IRE1-mediated splicing of bZIP60 mRNA were made in Arabidopsis, similar observations have been made in rice for mRNAs encoding OsbZIP74 and OsbZIP50 (homologs of AtbZIP60) (31, 72) and in maize for mRNAs encoding ZmbZIP60 (61). PROTEIN FOLDING AND N-LINKED GLYCOSYLATION Because protein misfolding is a major contributor to ER stress, the operation of the protein-folding machinery is critical for cell homeostasis. Nascent polypeptides enter the ER lumen through the Sec61 translocon complex and enter one of two protein-folding pathways (Figure 5) (2). One pathway primarily involves the lumenal binding protein BiP. In this pathway, there are observations to suggest that an ER-localized heat shock 40 protein, ERdj3, binds directly to the nascent protein and recruits BiP (47). In mammalian cells, BiP associates with other ER proteins, including stromal cell-derived factor 2 (SDF2)–like 1 (SDF2-L1), to form a large multiprotein complex (78). The other folding pathway is N-glycan dependent and involves the calnexin/calreticulin protein-folding cycle. Nascent polypeptides bearing glycosylation sites are glycosylated upon entry by a multisubunit oligosaccharide transferase (OST), which transfers a preassembled lipid (dolichol)–linked oligosaccharide onto context-dependent asparagine residues in glycoproteins (90). ER stress can be induced by blocking N-linked glycosylation with ER stress agents such as tunicamycin, an inhibitor of a key step in the formation of the lipid-linked oligosaccharide, catalyzed by OST. Koizumi et al. (57) demonstrated that, in fact, tunicamycin generates ER stress by blocking the 484 Howell action of OST, because overexpression of OST confers higher levels of tunicamycin resistance in Arabidopsis. Inhibition of N-linked glycosylation is probably not physiologically relevant, although a mutation in one of the subunits of OST (STT3) in Arabidopsis results in greater sensitivity to high salt, a condition that also generates ER stress (55). Nonetheless, the effects of tunicamycin demonstrate that N-linked glycosylation is very important in the protein-folding process and the elicitation of ER stress. The lipid (dolichol)–linked oligosaccharides transferred to glycoproteins in plants are branched structures made up of three glucoses, nine mannoses, and two N-acetylglucosamines (Glc3 Man9 GlcNAc2 ) (Figure 6) (33). The transferred oligosaccharide, which is composed of three chains (A, B, and C), is modified at various steps in protein folding (Figure 5). The modifications on the A chain are signals interpreted by the protein-folding machinery, whereas those on the B and C chains provide indicators for ERAD or export (94). The first step in the modification of the transferred oligosaccharide involves the rapid removal by glucosidase I of the outermost glucose residue on the A chain, the α-1,2-linked glucose 14. That is followed by the removal of the α-1,3-linked glucose 13 by glucosidase II (19), resulting in a monoglucosylated oligosaccharide (Figure 6). These steps are cotranslational, occurring in a protected environment created by the close association of the Sec61 translocon, OST, glucosidase I and II, and other lumenal factors to prevent the aggregation of nascent polypeptide chains (94). The monoglucosylated oligosaccharide is recognized by the lectin chaperones calnexin and calreticulin, which are the principal components of the ER protein-folding apparatus (Figure 5). Calnexin, a membrane-anchored protein, and calreticulin, a lumenal protein, create a folding cage to maintain client proteins in a folding-competent state. Client proteins are released by further action of glucosidase II, which cleaves off glucose 12 by its α-1,3 bond to the A chain. However, proteins that are not properly folded are sensed by PP64CH20-Howell ARI 24 March 2013 12:55 Glycosylated protein Nonglycosylated protein mRNA Ribosome Cytosol Ribosome Translocon Translocon ER lumen GGG Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. OST ERdj3 Glucosidase I and II PDI UGGT BiP SDF2 S PDI S Glucosidase II Calreticulin S S S Secretion S G Figure 5 Two paths for folding of glycosylated and nonglycosylated soluble proteins in the ER. Protein synthesis occurs on ER membrane–bound ribosomes, and the growing polypeptide chain is cotranslationally extruded through the Sec61-like translocon. Glycosylated proteins are glycosylated by the transfer of a lipid-linked branched oligosaccharide to asparagines at glycosylation sites on the polypeptide by OST. The two terminal glucosyl residues on the A branch of the oligosaccharide are removed by glucosidase I and II, leaving a monoglucosylated form of the oligosaccharide side chain that binds to the lectin calreticulin. Calreticulin and PDI constitute a protein-folding apparatus that subjects nascent proteins to rounds of protein folding. The terminal glucosyl residue on the A branch of the oligosaccharide is cleaved off by glucosidase II at each round of the folding cycle, and proteins subjected to additional folding cycles are reglucosylated by UGGT. On the other path, the DNA J protein ERdj3 binds nascent chains of nonglycosylated proteins as they emerge in the ER lumen from the translocon. ERdj3 hands off the binding to BiP, which forms a complex with other factors, including SDF2. PDI also interacts with nonglycosylated proteins in the formation of disulfide bridges. Successfully folded glycosylated and nonglycosylated proteins are picked up as cargo for further transport through the secretory pathway. UDP-glucose:glycoprotein glucosyltransferase (UGGT) and are reglucosylated to reenter the calnexin/calreticulin-mediated folding cycle for additional rounds of folding. UGGT plays the role of a decision maker in ERQC by recognizing clusters of surface-exposed hydrophobic residues in molten globule-like conformers in unfolded protein domains (8, 102, 109). www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 485 PP64CH20-Howell ARI 24 March 2013 12:55 14 α-1,2 13 A α-1,3 B * C 12 A B C 7 9 11 6 8 10 A B C 12 α-1,3 7 α-1,2 9 11 α-1,2 α-1,2 6 α-1,2 10 8 α-1,3 4 10 α-1,6 5 α-1,3 3 * 8 α-1,6 4 5 4 5 3 3 2 2 1 1 1 a b c β-1,4 Glc 2 β-1,4 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Man GlcNAc Figure 6 Structure of the branched oligosaccharide chains on glycoproteins. (a) The core oligosaccharide (Glc3 Man9 GlcNAc2 ) contains three branches (A, B, and C). Residues are numbered by order of addition during biosynthesis. (b) The monoglucosylated form of the core oligosaccharide (Glc1 Man9 GlcNAc2 ) binds to calnexin/calreticulin during protein folding. This form is produced by the removal of the terminal α-1,2-glucose 14 by glucosidase I and the removal of the α-1,3-glucose 13 by glucosidase II. During protein-folding cycles, the terminal α-1,3-glucose 12 on the monoglucosylated form (indicated with an asterisk) is progressively removed and readded by glucosidase II and UGGT, respectively. (c) The partially demannosylated form (Man5 GlcNAc2 ) targets glycosylated proteins to ER-associated degradation (ERAD). The terminal α-1,6-mannose 10 on the C chain is the signal recognized by the lectin OS9 for targeting to ERAD. Associated with calnexin/calreticulin cages in yeast are PDIs that catalyze the formation of conformation-stabilizing disulfide bonds (36). PDIs catalyze not only the formation of disulfide bonds but also the isomerization or reshuffling of nonnative bonds as proteins acquire their native state. The Arabidopsis genome encodes 12 PDIs, of which 9 have signal peptides and ER retention signals (71). PDIs require different redox couples to oxidize cysteines in the formation of disulfide bonds and to reduce nonnative bonds during isomerization (4). In yeast, the principal redox couple that provides oxidizing equivalents for disulfide bond formation involves ER oxidoreductase 1 (Ero1p), for which Arabidopsis has two homologs, AERO1 and AERO2. Glycoproteins are extracted from the folding machinery by the cleavage of α-1,2mannosyl residues by α-mannosidases (class 47 glycosyl hydrolases) (Figure 7) (1). Ubiquitin486 Howell protein ligases of the ERAD system recognize misfolded glycoproteins through a bipartite signal—exposed hydrophobic protein patches and an exposed α-1,6-linked mannose on the oligosaccharide C chain—and direct them to disposal in the cytosol (34). ER-ASSOCIATED DEGRADATION The degradation of misfolded proteins by the ERAD system is key in reestablishing homeostatic equilibrium in response to ER stress (32). All eukaryotic cells possess an ERQC system to identify and dispose of unfolded or misfolded proteins in the secretory pathway. In humans, a growing number of diseases, such as Huntington’s and Parkinson’s diseases, are attributed to defects in secretory protein folding and in the elimination of misfolded proteins (25). ERAD involves four fundamental steps: recognition, ubiquitination, retrotranslocation, Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 and degradation of proteins to be eliminated. Recognition of misfolded proteins for degradation by the ERAD system is a challenge considering the different protein substrates with which the ERQC system must contend. The recognition system involves E3 ubiquitin ligases equipped with adapters that endow the ligases with remarkable recognition capacities (101). In yeast, the ERQC surveillance system examines three categories of substrates (6): ERAD-L monitors soluble lumenal proteins or membrane proteins with regions that extend into the ER lumen (as in Figure 7), ERAD-M deals with membrane proteins with misfolded domains within the membrane, and ERAD-C inspects membrane proteins with regions that extend into the cytosol. How are nascent glycoproteins in the process of being folded distinguished from terminally misfolded proteins? In yeast, most ERAD-L substrates are handled by the Hrd1 complex; this complex is made up of Hrd3 E3 ubiquitin ligase and Yos9 lectin, which together interrogate both the sugar and folding status of glycoproteins. Yos9 recognizes the terminal α-1,6-mannose linkage on the C chain of the N-glycan of a glycoprotein (Figure 6c), which has been exposed during folding by the action of homologous to mannosidase 1 (Htm1), a class 47 glycosyl hydrolase, in combination with PDI (23). This step involves the bipartite recognition of the terminal α-1,6-linked mannose on the C chain and the misfolded protein moiety (17). Therefore, the Hrd1 complex spares nascent glycoproteins from early degradation, and misfolded proteins bearing modified glycans are consigned to ERAD (23). Proteins that report on the function of the ERAD system and/or chronically misfolded proteins are important tools in the study of the ERAD and ERQC systems. In animal cells, chronically misfolded proteins that are targeted for ERAD and that elicit ER stress include defective forms of the cystic fibrosis transmembrane conductance regulator (CFTRF508, a chloride channel protein) and defective forms of soluble lumenal proteins such as Ribosome ebs5 HRD3 Translocon OST CDC48 Cytosol Ub Ub Ub ebs6 OS9 GGG 26S proteasome HRD1 S ERAD PDI S ebs1 UGGT α-Mannosidase S Glucosidase II ebs2 Calreticulin ER lumen G Figure 7 ER-associated degradation (ERAD) mechanism for the degradation of a hypothetical misfolded, soluble glycoprotein in the ER. As in Figure 5, glycoproteins are synthesized on membrane-bound ribosomes, threaded through the Sec61-like translocon, and glycosylated by OST. Monoglucosylated proteins bind to the lectin calreticulin and are subjected to rounds of protein folding. If the glycoprotein fails to acquire its native state, then α-mannosidase purportedly interrupts the futile folding cycles by removing the terminal α-1,6-linked mannose on the C branch of the core oligosaccharide. The mannose-trimmed misfolded glycoprotein is recognized by the lumenal lectin OS9 in collaboration with HRD3, a membrane-spanning protein, and recruited as a client protein for cytosolic ubiquitination by the E3 ligase HRD1. The misfolded protein is thought to be extracted from the ER lumen by CDC48 (an AAA-ATPase motor) and then targeted to the 26S proteasome. carboxypeptidase yscY (CPY∗ ), mutant α-(1)antitrypsin, and unassembled immunoglobulin heavy chains. In plants, expression of a truncated form of the bean storage protein phaseolin fails to assemble and elicits ER stress, as indicated by its association with BiP (91) Genetic and biochemical analyses of the determinants that aid in the folding or elimination of these reporters have revealed components of the protein-folding and ERAD machinery. www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 487 PP64CH20-Howell ARI 24 March 2013 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Brassinosteroid insensitive 1 (BRI1): the brassinosteroid receptor that signals plant growth in response to the steroid hormone Asparagine-linked glycosylation (ALG): group of factors involved in the synthesis of lipid-linked oligosaccharides 488 12:55 In plants, altered hormone or pathogen receptors that are detained by the ERQC system have provided convenient readouts for the function of the ERAD and ERQC systems. Li and coworkers (38) utilized mutant brassinosteroid receptors, such as brassinosteroid insensitive 19 (bri1-9) (S662F) and bri1-5 (C69Y), which are functionally competent as hormone receptors but are interpreted by the ERQC system as ERAD substrates. These receptor mutants are dwarfs, because the brassinosteroid receptors are degraded by ERAD. The investigators then used these mutants to identify nondwarf plant suppressors that allow the receptors to leak through the ERQC system and emerge where they function in brassinosteroid perception. One of the first suppressors identified, ebs11, had a defect in UGGT, the activity that reglucosylates the core oligosaccharides on glycoproteins in the calnexin/calreticulin proteinfolding cycle (Figure 7) (46). UGGT plays an important role in ERQC because reglucosylation sends partially unfolded proteins back for additional rounds of protein folding. The defective UGGT apparently fails to detain BRI19 in futile rounds of protein folding and allows it to leak through. Another suppressor (ebs2) derived from this selection scheme was a calreticulin, specifically calreticulin 3 (CRT3) (Figure 7) (45). Again, ebs2 is thought to act as a suppressor in that without CRT3 function, BRI1-9 is thought to escape from futile protein-folding cycles and emerge on the cell surface as a functional brassinosteroid receptor. It is interesting that the lumenal protein CRT3, and not the membraneassociated calnexin, is involved in the ER retention of BRI1-9, which is a membrane protein, albeit one with a large lumen-facing domain. Both calnexin and CRT3 have been shown to interact with BRI1-9 (45, 46). It is also of interest that BRI1-9 is a client for CRT3 and not CRT1 or -2, two other calreticulin isoforms in Arabidopsis. However, CRT3 is phylogenetically distinct from CRT1 and -2 (44). Another suppressor (ebs5) encodes a homolog of yeast Hrd3 (or, as it is called in mammalian cells, Sel1L) (Figure 7) (104). As Howell described above, Hrd3 is an adapter in the Hrd1 complex that ubiquitinates misfolded proteins (58), thereby identifying them for ERAD disposal. Hrd3 is an integral membrane protein with a large lumen-facing domain that senses exposed hydrophobic surfaces on misfolded proteins (18). Su et al. (104) found that EBS5 in plants binds (coimmunoprecipitates with) the misfolded BRI1 receptors (BRI1-9 and BRI1-5) but not the wild-type BRI1 receptor, demonstrating that EBS5 is capable of recognizing misfolded proteins. In the same study, the authors also identified two Arabidopsis genes that are homologs of yeast Hrd1. They found that the two have overlapping function and that a knockout of both genes suppresses the bri1-9 phenotype. Yet another suppressor (ebs4) encodes a mannosyltransferase, a putative ortholog of yeast asparagine-linked glycosylation 12 (ALG12), which is involved in the assembly of lipid-linked oligosaccharides (37). This mutant fails to add α-1,6-linked mannose to the C chain of the oligosaccharide and transfers incompletely assembled oligosaccharides to glycoproteins. When exposed, this α-1,6linked mannose is the critical glycan mark for an ERAD client recognized by the lectin OS9 (Figure 6c) (12, 93). Recently, the OS9 homolog in Arabidopsis (AtOS9) was identified through a T-DNA insertion mutation and the suppressor ebs6-1 (Figure 7) (39, 105). AtOS9 was found to interact biochemically and genetically with EBS5 or HRD1. Without the exposed α-1,6-linked mannose or with a defect in AtOS9, the BRI1 receptors in bri1-9 and bri1-5 escape ERAD to become functional receptors. These two suppressors emphasize the importance of the oligosaccharides on glycoproteins in the functioning of the ERAD system. Another system that has served to report on the function of the protein-folding and ERQC systems involves the maturation of an Arabidopsis leucine-rich-repeat receptor kinase (LRR-RK), which plays a role in plant innate immunity (60). The maturation of the pathogen receptor LRR-RK elongation factor Tu receptor (EFR) that recognizes the Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 bacterial EFR has been shown to be dependent on the ERQC. Nekrasov et al. (84) identified Arabidopsis elfin mutants defective in their response to the EF-Tu surrogate peptide elf18. Several studies of the elfin mutants revealed mutations in the protein-folding machinery and in the ERQC system, including mutations in CRT3, UGGT, glucosidase IIα and IIβ, STT3A (a component of OST), SDF2, and the HDEL retention factor ERD2b (60, 73, 84, 95). The maturation of another receptor, LRR-RK FLS2, was not affected by most of the mutations affecting LRR-RK ELF2, indicating that the two receptors are subject to different protein-folding and ERQC systems. It was curious that mutations in the HDEL receptor family member (ERD2b) also resulted in an elfin phenotype; however, it was shown the ERD2b was required to retain CRT3 in the ER (60). ER STRESS AND AUTOPHAGY Some of the first responses to ER stress are cellsparing actions. The UPR serves to mitigate ER stress damage by upregulating the expression of genes encoding protein-folding and ERAD components. Autophagy (macroautophagy) is also a cell-sparing process, one that clears out whole organelles or pieces thereof and conveys them to the lysosome compartment for degradation. The process involves sequestration of cytoplasmic components through the formation of a double-membrane structure called the phagophore that expands and closes on itself to form an autophagosome. Autophagosomes then fuse with lysosomes to form autolysosomes whose inner membrane and content are degraded (118, 119). A recent review (67) has further described autophagy in plants. ER stress induces autophagy in mammalian cells, and the two processes are thought to be linked by signals from IRE1. Ogata et al. (86) examined mouse embryonic fibroblast cells deficient in IREα, IRE1αβ, or PERK as well as ATF6αβ knockdown cells and found that both IRE1α- and IRE1αβ-deficient cells failed to induce autophagy in response to ER stress treatment. The ribonuclease activity of IRE1 was not required for ER stress induction of autophagy, because IRE1 constructs lacking the ribonuclease domain supported the response. However, a functional kinase domain was required for ER stress induction of autophagy. In response to ER stress in mammalian cells, IRE1 is thought to set off a phosphorylation cascade that activates the c-Jun N-terminal kinase ( JNK) pathway. Urano et al. (110) observed that JNK activity increased when rat pancreatic acinar cells were treated with ER stress agents but not when fibroblast cell lines from an IRE1α knockout mouse were similarly treated. They attempted to determine which factors mediate the JNK response, and used a yeast two-hybrid system to show that tumor necrosis factor (TNF) receptor–associated factor 2 (TRAF2) interacted with IRE1α (110). They further observed that in mammalian cells, TRAF2 interacted with IRE1α only when the cells were treated with stress agents. Nishitoh et al. (85) found that the mitogen-activated protein kinase kinase kinase (MAPKKK) apoptosis signaling-regulating kinase (ASK1) is a mediator of TRAF2-induced JNK activation in the TNF signaling pathway, and it is assumed that this interaction supports signaling between IRE1 and JNK in ER stress responses. Furthermore, Ogata et al. (86) showed that JNK activation is indeed required for ER stress–induced autophagy, because the JNK inhibitor SP600125 blocked autophagy in mouse embryo fibroblast cells subjected to ER stress treatment but not in cells subjected to other treatments that induce autophagy, such as nutrient deprivation. What is JNK doing in animal cells to elicit autophagy? The IRE1 arm of ER stress leads to JNK activation and increases phosphorylation of Bcl-2, promoting its dissociation from beclin 1, which acts as an essential activator of the autophagy-inducing lipid kinase Vps34 (59). In yeast, 30 genes encoding autophagyrelated (Atg) proteins involved in the formation of the autophagosome have been identified. Two of these are ubiquitin-like proteins; one, Atg12, is conjugated first to Atg7 (an E1-like protein), then to Atg10 (an E2-like protein), www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants Autophagy-related (Atg) proteins: proteins involved in the various steps of autophagy 489 PP64CH20-Howell ARI 24 March 2013 12:55 ER stress IRE1 ? bZIP28 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. BI-1 bZIP60 Autophagy RIDD? Chaperones ERAD components Cell survival Cell death Figure 8 Possible pathways leading from ER stress to cell survival or cell death. ER stress activates IRE1 and bZIP28. IRE1 splices the mRNA encoding bZIP60, which is then synthesized as an active transcription factor. IRE1 also signals the activation of autophagy. bZIP28 and bZIP60 upregulate ER stress–response genes that encode chaperones, ER-associated degradation (ERAD) components, and other protein-folding factors. These factors and autophagy reestablish homeostasis and contribute to cell survival. bZIP28 and bZIP60 also upregulate BI-1, which has been reported to downregulate IRE1 in animal systems. Severe ER stress conditions lead to cell death by less defined pathways, such as unrestrained autophagy, which results in the vacuolization of most cellular components and cell death. In animal systems, severe ER stress is also thought to evoke more promiscuous activity by IRE1, which degrades mRNAs on membrane-bound ribosomes involved in the synthesis of a variety of secreted proteins. This process is called regulated IRE1-dependent decay (RIDD). The more speculative steps in these pathways are indicated by dashed lines; the activities presumed to occur under severe ER stress are indicated by red dashed lines. Programmed cell death (PCD): a regulated process by which cells die 490 and finally to Atg5. The Atg12-Atg5 conjugate further interacts with a coiled-coil protein, Atg16, to form a tetrameric Atg12-Atg5·Atg16 complex. Similarly, Atg8 undergoes a series of ubiquitin ligase-like conjugations until the Atg12-Atg5 conjugate facilitates the lipidation of Atg8 and directs it to the developing autophagosome. The lipidated form of Atg8 is probably a scaffold protein that enables membrane expansion. The core set of ATG genes Howell is found in plants, where there may be several isoforms for some of the genes. For example, Arabidopsis contains a family of nine ATG8 genes. ATG8 is present in autophagosomes that are transported to the vacuole, and the recruitment of ATG8s to autophagosomes has been used as a marker for autophagy in plants (77). In plants, autophagy is involved in responses to nutrient-deprivation conditions, oxidative stress, salt and drought stresses, pathogen infection, and senescence (26, 69, 70, 115, 116). Liu et al. (68) recently reported that ER stress also induces the formation of autophagosomes in Arabidopsis seedlings. Autophagy induced by ER stress agents such as tunicamycin and dithiothreitol led to the engulfment of ER membranes, as demonstrated by the observation that some autophagosomes contain ER membranes decorated with ribosomes. Liu et al. (68) found that ER stress did not induce autophagosome formation in RNA interference (RNAi)–ATG18a seedlings, blocked in a step normally required for autophagosome formation under nutrient-deprivation conditions. They also found that knockout mutations in IRE1b failed to form autophagosomes in response to ER stress, indicating that IRE1b is a key step in the signaling pathway connecting ER stress to autophagy (Figure 8) (68). Interestingly, autophagosome formation was not blocked by knockouts in bZIP60, which encodes the mRNA spliced by IRE1, suggesting that a function of IRE1b other than its RNA-splicing capacity connects ER stress to autophagy. Further work is needed to identify steps downstream of IRE1b that make this signaling connection. ER STRESS AND CELL DEATH In plants, ER stress has been linked not only to autophagy but also to cell death (40). A common form of cell death in animal cells is apoptosis, which involves blebbing of the plasma membrane and engulfment of the blebs by phagocytes. Plant cells do not have a morphological equivalent of apoptosis; instead, a form of programmed cell death (PCD) called vacuolar cell Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 death occurs in which the internal contents of the cell are engulfed in the vacuole, ultimately leading to a rupture of the tonoplast and the release of vacuolar hydrolytic enzymes (111). Links between ER stress and cell death have been established by the demonstration that ER stress agents produce symptoms of PCD in a variety of plant cells (13, 123). Following tunicamycin treatment, chromatin was observed to condense and fluoresce in terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining assays used to detect fragmentation of DNA. In addition, genomic DNA showed DNA laddering brought about by cleavage at internucleosomal sites, a hallmark of PCD. To further demonstrate that PCD results from ER stress, Watanabe & Lam (114) showed that chemical chaperones such as 4-phenylbutyric acid and tauroursodeoxycholic acid, which reduce the load of misfolded proteins, attenuate PCD symptoms in Arabidopsis. Connections between ER stress and cell death were also made through the finding that a mammalian cell death suppressor called defender against apoptotic cell death 1 (DAD1) (83) encodes a subunit of oligosaccharide transfer protein (53). Loss of DAD1 function interferes with N-linked glycosylation and leads to apoptotic cell death in mammalian cells. Homologs of DAD1, which suppress apoptotic cell death in mammalian cells, have been identified in rice and Arabidopsis (22, 107). Indeed, dad1 loss-of-function mutations in Arabidopsis result in accelerated cell death in response to ER stress elicited by tunicamycin (92). As described above (see ER Stress and Autophagy), autophagy is a cell-sparing process— an attempt to save a cell from cell death. Ogata et al. (86) showed that the balance between autophagy and cell death was tipped in ER stress– treated mouse embryonic fibroblasts when autophagy was blocked by 3-methyladenine. These cells underwent dramatic cell death. Furthermore, the fibroblasts deficient in a critical autophagy component, ATG5, showed an increased tendency for cell death. In plants, it may be that autophagy is not an alternative to cell death; rather, there may be a continuum in which autophagy is cell sparing under mild stress conditions but leads to cell death under acute stress conditions. The critical difference may depend on whether the tonoplasts in ER-stressed cells remain intact or rupture (27). The rupture of tonoplasts in plant cells is dependent on the action of vacuolar processing enzymes (VPEs), which have caspase-like activity. Caspases are cysteine proteases, which orchestrate the demolition phase of apoptosis in mammalian cells (108). Hatsugai et al. (29) showed in a different cell death context that the disintegration of tonoplasts in response to tobacco mosaic virus infection occurs in Nicotiana benthamiana leaves. However, it does not occur in leaves in which VPEs have been silenced. Thus, the tonoplast rupture depends on VPEs, and it may be the activation of VPEs that tips the balance in plant cells. In an interesting recent study, Qiang et al. (92) examined the role of ER stress and cell death in the colonization of Arabidopsis roots by the mutualistic fungus Piriformospora indica. They reported that fungal infection induced ER stress, as indicated by the expansion of the ER, but did not elicit the UPR, i.e., the upregulation of indicators such as BiP, bZIP28, and bZIP60. As a result, they observed cell death beginning approximately three days after infection. However, cell death was not observed in a quadruple vpe-null mutant—again indicating an important role for VPEs in cell death. Cell Sparing or Cell Death? What, then, might be the difference in the signals that switch ER-stressed cells from cell sparing to cell death? When mammalian cells are subjected to irremediable ER stress, PERK signaling induces ATF4 to upregulate the CHOP transcription factor, which inhibits the expression of the antiapoptotic BCL-2 gene and upregulates the expression of ERO1a, an oxidase that causes further damage to the ER by oxidation (74). Under sustained ER stress, mammalian cells also activate the IRE1-JNK pathway as described above. JNK phosphorylation is reported to activate www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 491 PP64CH20-Howell ARI 24 March 2013 12:55 proapoptotic BIM and inhibit antiapoptotic BCL-2 (99). Therefore, it may be the combination of the CHOP and IRE1 pathways that pushes cells over the line into the apoptotic mode (106). Difference Between Plants and Animals Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. A vast literature supports the view that in mammalian cells the intrinsic (mitochondrial) apoptotic pathway is the major cell death pathway induced by ER stress (99). In these cells, the BCL-2 family of proteins regulates the intrinsic apoptotic pathway by controlling the integrity of the outer mitochondrial membrane (11). In response to ER stress, one or more BH3-only proteins (which share homology with other BCL-2 family members only in their BH3 domains) are transcriptionally and/or posttranslationally activated and restrain the action of mitochondrial protecting proteins (e.g., BCL-2, BCL-XL, MCL-1). This triggers the proapoptotic BAX and BAK proteins, which permeabilize the outer mitochondrial membrane. However, none of the BCL-2 family members or components of the PERK-CHOP pathway are found in plants. How, then, does ER stress activate cell death in plants? In addressing that question, it is important to ask whether the intrinsic pathway is operative in plant PCD. The evidence supporting this idea derives from the transgenic expression of the mammalian proapoptotic factor BAX1, which promotes cell death in plants (3), whereas expression of antiapoptotic factors such as inhibitor of apoptosis (IAP) prevents it (20, 54). Thus, plant systems appear to undergo PCD via the intrinsic apoptotic pathway when supplied with mammalian proapoptotic factors, and are likewise prevented from doing so by mammalian antiapoptotic factors (20). However, although mammalian BAX1 promotes cell death in plants and antiapoptotic factors prevent BAX-induced cell death, this does not mean that the rest of the pathway is there in some yet-to-be-discovered form. It does mean that the entire pathway supported by BCL-2 family members can be bypassed by directly expressing BAX1 through a transgene. Plant cells do not have homologs of any of the components of the PERK-CHOP signaling pathway, and therefore the pathway is not thought to operate in plants. What, then, might drive the plant signaling pathways to cell death under acute ER stress conditions? As described above, IRE1 is highly specific for substrates such as the twin-loop structure in bZIP60. At high levels of ER stress in animal systems, however, IRE1 loses its specificity and begins to degrade ER membrane–associated mRNAs in a process called regulated IRE1-dependent decay (RIDD) (Figure 8) (35). RIDD further intensifies ER stress by knocking out the mRNAs that the UPR has upregulated. Whether there is a RIDD response in plants subjected to highlevel stress conditions is not known, but this matter should be investigated. That still leaves BAX inhibitor-1 (BI-1). There does not seem to be an intrinsic apoptotic pathway in plants, but there is extensive evidence that BI-1 suppresses cell death in plants or that plant BI-1-like genes inhibit cell death in nonplant systems (9, 40, 50–52, 76, 96, 114). With respect to ER stress and cell death, Lisbona et al. (62) may have offered some clarity on this issue by demonstrating that BI-1 negatively regulates IRE1α in animal cells (Figure 8). In fact, BI-1 appears to form a stable complex with IRE1α, decreasing its ribonuclease activity. If that mechanism is operational in plants, it might explain how BI-1 inhibits ER stress–induced cell death in the absence of an apoptotic cell death pathway in plants. SUMMARY POINTS 1. ER stress results from the accumulation of misfolded proteins in the ER. ER stress induces the unfolded protein response (UPR). 492 Howell PP64CH20-Howell ARI 24 March 2013 12:55 2. ER stress can be induced by agents that interfere with protein folding or by adverse environmental conditions. 3. Two arms of the UPR signaling pathway have been described in plants—one involving membrane-associated bZIP transcription factors and another involving the splicing of an mRNA by IRE1. 4. Both arms of the signaling pathway lead to the upregulation of ER stress–response genes. 5. Protein folding in the ER is monitored by an ER quality control system. Proteins that fail to fold properly are eliminated by ER-associated degradation (ERAD). Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. 6. ER stress can induce autophagy, a cell survival response. ER stress is linked to autophagy through the action of IRE1. Severe or prolonged ER stress can induce cell death. FUTURE ISSUES 1. How can we measure the load of unfolded proteins in the ER under stress conditions? 2. What activates IRE1 and bZIP28? Does activation involve more than the dissociation of BiP? 3. What acts downstream of IRE1 in signaling autophagy? 4. What roles, if any, do unspliced bZIP60 and inactivated bZIP17 and bZIP28 play in the ER membrane? 5. How do the two arms of the UPR interact in response to stress? Does the interaction manifest itself at the target gene level? 6. Is there a third arm of the UPR pathway in plants? Does translation slow in response to ER stress? If so, does it involve an undiscovered PERK-like protein? 7. What is the capacity of the ERAD system in plants? What factors determine whether a protein will be eliminated by the ERAD system? 8. What determines whether the outcome of the UPR is cell survival or cell death? 9. What role do ER stress responses play under unstressed conditions at various stages of plant development? 10. How can this information be used to equip crop plants with greater tolerance to abiotic and biotic stresses? DISCLOSURE STATEMENT The author is not aware of any affiliations, memberships, funding, or financial holdings that might be perceived as affecting the objectivity of this review. ACKNOWLEDGMENTS Work on ER stress in the Howell laboratory is supported by the National Science Foundation (IOS90917) and by the Plant Sciences Institute at Iowa State University. I thank Yan Deng and Renu Srivastava for their critical reading of the manuscript. www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 493 PP64CH20-Howell ARI 24 March 2013 12:55 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. LITERATURE CITED 10. Describes the role of S2P in processing membrane-associated transcription factors in plants. 16. Demonstrates that bZIP60 is activated in Arabidopsis by the splicing of its mRNA. 494 1. Aebi M, Bernasconi R, Clerc S, Molinari M. 2010. N-glycan structures: recognition and processing in the ER. Trends Biochem. Sci. 35:74–82 2. Anelli T, Sitia R. 2008. Protein quality control in the early secretory pathway. EMBO J. 27:315–27 3. Baek D, Nam J, Koo YD, Kim DH, Lee J, et al. 2004. Bax-induced cell death of Arabidopsis is mediated through reactive oxygen-dependent and -independent processes. Plant Mol. Biol. 56:15–27 4. Banhegyi G, Margittai E, Szarka A, Mandl J, Csala M. 2012. Crosstalk and barriers between the electron carriers of the endoplasmic reticulum. Antioxid. Redox Signal. 16:772–80 5. Boston RS, Fontes EB, Shank BB, Wrobel RL. 1991. Increased expression of the maize immunoglobulin binding protein homolog b-70 in three zein regulatory mutants. Plant Cell 3:497–505 6. Brodsky JL, Wojcikiewicz RJ. 2009. Substrate-specific mediators of ER associated degradation (ERAD). Curr. Opin. Cell Biol. 21:1–6 7. Bryngelson JD, Onuchic JN, Socci ND, Wolynes PG. 1995. Funnels, pathways, and the energy landscape of protein folding: a synthesis. Proteins 21:167–95 8. Caramelo JJ, Castro OA, Alonso LG, De Prat-Gay G, Parodi AJ. 2003. UDP-Glc:glycoprotein glucosyltransferase recognizes structured and solvent accessible hydrophobic patches in molten globule-like folding intermediates. Proc. Natl. Acad. Sci. USA 100:86–91 9. Chae HJ, Ke N, Kim HR, Chen S, Godzik A, et al. 2003. Evolutionarily conserved cytoprotection provided by Bax Inhibitor-1 homologs from animals, plants, and yeast. Gene 323:101–13 10. Che P, Bussell JD, Zhou W, Estavillo GM, Pogson BJ, Smith SM. 2010. Signaling from the endoplasmic reticulum activates brassinosteroid signaling and promotes acclimation to stress in Arabidopsis. Sci. Signal. 3:ra69 11. Chipuk JE, Moldoveanu T, Llambi F, Parsons MJ, Green DR. 2010. The BCL-2 family reunion. Mol. Cell 37:299–310 12. Clerc S, Hirsch C, Oggier DM, Deprez P, Jakob C, et al. 2009. Htm1 protein generates the N-glycan signal for glycoprotein degradation in the endoplasmic reticulum. J. Cell Biol. 184:159–72 13. Crosti P, Malerba M, Bianchetti R. 2001. Tunicamycin and Brefeldin A induce in plant cells a programmed cell death showing apoptotic features. Protoplasma 216:31–38 14. D’Amico L, Valsasina B, Daminati MG, Fabbrini MS, Nitti G, et al. 1992. Bean homologs of the mammalian glucose-regulated proteins: induction by tunicamycin and interaction with newly synthesized seed storage proteins in the endoplasmic reticulum. Plant J. 2:443–55 15. Denecke J, Goldman MH, Demolder J, Seurinck J, Botterman J. 1991. The tobacco luminal binding protein is encoded by a multigene family. Plant Cell 3:1025–35 16. Deng Y, Humbert S, Liu JX, Srivastava R, Rothstein SJ, Howell SH. 2011. Heat induces the splicing by IRE1 of a mRNA encoding a transcription factor involved in the unfolded protein response in Arabidopsis. Proc. Natl. Acad. Sci. USA 108:7247–52 17. Denic V. 2011. No country for old misfolded glycoproteins. Mol. Cell 42:715–17 18. Denic V, Quan EM, Weissman JS. 2006. A luminal surveillance complex that selects misfolded glycoproteins for ER-associated degradation. Cell 126:349–59 19. Deprez P, Gautschi M, Helenius A. 2005. More than one glycan is needed for ER glucosidase II to allow entry of glycoproteins into the calnexin/calreticulin cycle. Mol. Cell 19:183–95 20. Dickman MB, Park YK, Oltersdorf T, Li W, Clemente T, French R. 2001. Abrogation of disease development in plants expressing animal antiapoptotic genes. Proc. Natl. Acad. Sci. USA 98:6957–62 21. Frontini M, Imbriano C, Manni I, Mantovani R. 2004. Cell cycle regulation of NF-YC nuclear localization. Cell Cycle 3:217–22 22. Gallois P, Makishima T, Hecht V, Despres B, Laudie M, et al. 1997. An Arabidopsis thaliana cDNA complementing a hamster apoptosis suppressor mutant. Plant J. 11:1325–31 23. Gauss R, Kanehara K, Carvalho P, Ng DT, Aebi M. 2011. A complex of Pdi1p and the mannosidase Htm1p initiates clearance of unfolded glycoproteins from the endoplasmic reticulum. Mol. Cell 42:782–93 24. Geisler-Lee J, O’Toole N, Ammar R, Provart NJ, Millar AH, Geisler M. 2007. A predicted interactome for Arabidopsis. Plant Physiol. 145:317–29 Howell Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 25. Guerriero CJ, Brodsky JL. 2012. The delicate balance between secreted protein folding and endoplasmic reticulum-associated degradation in human physiology. Physiol. Rev. 92:537–76 26. Hanaoka H, Noda T, Shirano Y, Kato T, Hayashi H, et al. 2002. Leaf senescence and starvation-induced chlorosis are accelerated by the disruption of an Arabidopsis autophagy gene. Plant Physiol. 129:1181–93 27. Hara-Nishimura I, Hatsugai N. 2011. The role of vacuole in plant cell death. Cell Death Differ. 18:1298– 304 28. Hartl FU, Hayer-Hartl M. 2009. Converging concepts of protein folding in vitro and in vivo. Nat. Struct. Mol. Biol. 16:574–81 29. Hatsugai N, Kuroyanagi M, Yamada K, Meshi T, Tsuda S, et al. 2004. A plant vacuolar protease, VPE, mediates virus-induced hypersensitive cell death. Science 305:855–58 30. Hawes C. 2012. The ER/Golgi interface—is there anything in-between? Front. Plant Sci. 3:73 31. Hayashi S, Wakasa Y, Takahashi H, Kawakatsu T, Takaiwa F. 2011. Signal transduction by IRE1mediated splicing of bZIP50 and other stress sensors in the ER stress response of rice. Plant J. 69:946–56 32. Hegde RS, Ploegh HL. 2010. Quality and quantity control at the endoplasmic reticulum. Curr. Opin. Cell Biol. 22:437–46 33. Helenius A, Aebi M. 2004. Roles of N-linked glycans in the endoplasmic reticulum. Annu. Rev. Biochem. 73:1019–49 34. Hirsch C, Gauss R, Horn SC, Neuber O, Sommer T. 2009. The ubiquitylation machinery of the endoplasmic reticulum. Nature 458:453–60 35. Hollien J, Lin JH, Li H, Stevens N, Walter P, Weissman JS. 2009. Regulated Ire1-dependent decay of messenger RNAs in mammalian cells. J. Cell Biol. 186:323–31 36. Holst B, Tachibana C, Winther JR. 1997. Active site mutations in yeast protein disulfide isomerase cause dithiothreitol sensitivity and a reduced rate of protein folding in the endoplasmic reticulum. J. Cell Biol. 138:1229–38 37. Hong Z, Jin H, Fitchette AC, Xia Y, Monk AM, et al. 2009. Mutations of an α1,6 mannosyltransferase inhibit endoplasmic reticulum–associated degradation of defective brassinosteroid receptors in Arabidopsis. Plant Cell 21:3792–802 38. Hong Z, Jin H, Tzfira T, Li J. 2008. Multiple mechanism–mediated retention of a defective brassinosteroid receptor in the endoplasmic reticulum of Arabidopsis. Plant Cell 20:3418–29 39. Huttner S, Veit C, Schoberer J, Grass J, Strasser R. 2012. Unraveling the function of Arabidopsis thaliana OS9 in the endoplasmic reticulum-associated degradation of glycoproteins. Plant Mol. Biol. 79:21–33 40. Ishikawa T, Watanabe N, Nagano M, Kawai-Yamada M, Lam E. 2011. Bax inhibitor-1: a highly conserved endoplasmic reticulum-resident cell death suppressor. Cell Death Differ. 18:1271–78 41. Iwata Y, Fedoroff NV, Koizumi N. 2008. Arabidopsis bZIP60 is a proteolysis-activated transcription factor involved in the endoplasmic reticulum stress response. Plant Cell 20:3107–21 42. Iwata Y, Koizumi N. 2005. An Arabidopsis transcription factor, AtbZIP60, regulates the endoplasmic reticulum stress response in a manner unique to plants. Proc. Natl. Acad. Sci. USA 102:5280–85 43. Iwata Y, Koizumi N. 2012. Plant transducers of the endoplasmic reticulum unfolded protein response. Trends Plant Sci. 17:720–27 44. Jia XY, He LH, Jing RL, Li RZ. 2009. Calreticulin: conserved protein and diverse functions in plants. Physiol. Plant 136:127–38 45. Jin H, Hong Z, Su W, Li J. 2009. A plant-specific calreticulin is a key retention factor for a defective brassinosteroid receptor in the endoplasmic reticulum. Proc. Natl. Acad. Sci. USA 106:13612–17 46. Jin H, Yan Z, Nam KH, Li J. 2007. Allele-specific suppression of a defective brassinosteroid receptor reveals a physiological role of UGGT in ER quality control. Mol. Cell 26:821–30 47. Jin Y, Zhuang M, Hendershot LM. 2009. ERdj3, a luminal ER DnaJ homologue, binds directly to unfolded proteins in the mammalian ER: identification of critical residues. Biochemistry 48:41–49 48. Kahle J, Baake M, Doenecke D, Albig W. 2005. Subunits of the heterotrimeric transcription factor NF-Y are imported into the nucleus by distinct pathways involving importin β and importin 13. Mol. Cell. Biol. 25:5339–54 49. Kamauchi S, Nakatani H, Nakano C, Urade R. 2005. Gene expression in response to endoplasmic reticulum stress in Arabidopsis thaliana. FEBS J. 272:3461–76 www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 42. Reports that bZIP60 upregulates ER stress–response genes. 46. Uncovers the role of UDPglucose:glycoprotein glucosyltransferase (UGGT) in ER quality control in plants. 495 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 56. Identifies IRE1 in plants. 65 and 66. Describe activation of membrane-associated transcription factors by salt stress and ER stress agents. 70. Uncovers the link between ER stress and autophagy in plants. 496 12:55 50. Kawai M, Pan L, Reed JC, Uchimiya H. 1999. Evolutionally conserved plant homologue of the Bax Inhibitor-1 (BI-1) gene capable of suppressing Bax-induced cell death in yeast. FEBS Lett. 464:143–47 51. Kawai-Yamada M, Jin L, Yoshinaga K, Hirata A, Uchimiya H. 2001. Mammalian Bax-induced plant cell death can be down-regulated by overexpression of Arabidopsis Bax Inhibitor-1 (AtBI-1). Proc. Natl. Acad. Sci. USA 98:12295–300 52. Kawai-Yamada M, Ohori Y, Uchimiya H. 2004. Dissection of Arabidopsis Bax Inhibitor-1 suppressing Bax-, hydrogen peroxide–, and salicylic acid–induced cell death. Plant Cell 16:21–32 53. Kelleher DJ, Gilmore R. 1997. DAD1, the defender against apoptotic cell death, is a subunit of the mammalian oligosaccharyltransferase. Proc. Natl. Acad. Sci. USA 94:4994–99 54. Kim WY, Lee SY, Jung YJ, Chae HB, Nawkar GM, et al. 2011. Inhibitor of Apoptosis (IAP)-like protein lacks a baculovirus IAP repeat (BIR) domain and attenuates cell death in plant and animal systems. J. Biol. Chem. 286:42670–68 55. Koiwa H, Li F, McCully MG, Mendoza I, Koizumi N, et al. 2003. The STT3a subunit isoform of the Arabidopsis oligosaccharyltransferase controls adaptive responses to salt/osmotic stress. Plant Cell 15:2273–84 56. Koizumi N, Martinez IM, Kimata Y, Kohno K, Sano H, Chrispeels MJ. 2001. Molecular characterization of two Arabidopsis Ire1 homologs, endoplasmic reticulum-located transmembrane protein kinases. Plant Physiol. 127:949–62 57. Koizumi N, Ujino T, Sano H, Chrispeels MJ. 1999. Overexpression of a gene that encodes the first enzyme in the biosynthesis of asparagine-linked glycans makes plants resistant to tunicamycin and obviates the tunicamycin-induced unfolded protein response. Plant Physiol. 121:353–61 58. Kostova Z, Tsai YC, Weissman AM. 2007. Ubiquitin ligases, critical mediators of endoplasmic reticulumassociated degradation. Semin. Cell Dev. Biol. 18:770–79 59. Levine B, Sinha S, Kroemer G. 2008. Bcl-2 family members: dual regulators of apoptosis and autophagy. Autophagy 4:600–6 60. Li J, Zhao-Hui C, Batoux M, Nekrasov V, Roux M, et al. 2009. Specific ER quality control components required for biogenesis of the plant innate immune receptor EFR. Proc. Natl. Acad. Sci. USA 106:15973– 78 61. Li Y, Humbert S, Howell SH. 2012. ZmbZIP60 mRNA is spliced in maize in response to ER stress. BMC Res. Notes 5:144 62. Lisbona F, Rojas-Rivera D, Thielen P, Zamorano S, Todd D, et al. 2009. BAX inhibitor-1 is a negative regulator of the ER stress sensor IRE1α. Mol. Cell 33:679–91 63. Liu JX, Howell SH. 2010. bZIP28 and NF-Y transcription factors are activated by ER stress and assemble into a transcriptional complex to regulate stress response genes in Arabidopsis. Plant Cell 22:782–96 64. Liu JX, Howell SH. 2010. Endoplasmic reticulum protein quality control and its relationship to environmental stress responses in plants. Plant Cell 22:2930–42 65. Liu JX, Srivastava R, Che P, Howell SH. 2007. An endoplasmic reticulum stress response in Arabidopsis is mediated by proteolytic processing and nuclear relocation of a membraneassociated transcription factor, bZIP28. Plant Cell 19:4111–19 66. Liu JX, Srivastava R, Che P, Howell SH. 2007. Salt stress responses in Arabidopsis utilize a signal transduction pathway related to endoplasmic reticulum stress signaling. Plant J. 51:897–909 67. Liu Y, Bassham DC. 2011. Autophagy: pathways for self-eating in plant cells. Annu. Rev. Plant Biol. 63:215–37 68. Liu Y, Burgos JS, Deng Y, Srivastava R, Howell SH, Bassham DC. 2013. Degradation of the endoplasmic reticulum by autophagy during endoplasmic reticulum stress in Arabidopsis. Plant Cell. In press 69. Liu Y, Schiff M, Czymmek K, Talloczy Z, Levine B, Dinesh-Kumar SP. 2005. Autophagy regulates programmed cell death during the plant innate immune response. Cell 121:567–77 70. Liu Y, Xiong Y, Bassham DC. 2009. Autophagy is required for tolerance of drought and salt stress in plants. Autophagy 5:954–63 71. Lu DP, Christopher DA. 2008. Endoplasmic reticulum stress activates the expression of a sub-group of protein disulfide isomerase genes and AtbZIP60 modulates the response in Arabidopsis thaliana. Mol. Genet. Genomics 280:199–210 Howell Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 12:55 72. Lu SJ, Yang ZT, Sun L, Sun L, Song ZT, Liu JX. 2012. Conservation of IRE1-regulated bZIP74 mRNA unconventional splicing in rice (Oryza sativa L.) involved in ER stress responses. Mol. Plant 5:504–14 73. Lu X, Tintor N, Mentzel T, Kombrink E, Boller T, et al. 2009. Uncoupling of sustained MAMP receptor signaling from early outputs in an Arabidopsis endoplasmic reticulum glucosidase II allele. Proc. Natl. Acad. Sci. USA 106:22522–27 74. Marciniak SJ, Yun CY, Oyadomari S, Novoa I, Zhang Y, et al. 2004. CHOP induces death by promoting protein synthesis and oxidation in the stressed endoplasmic reticulum. Genes Dev. 18:3066–77 75. Martinez IM, Chrispeels MJ. 2003. Genomic analysis of the unfolded protein response in Arabidopsis shows its connection to important cellular processes. Plant Cell 15:561–76 76. Matsumura H, Nirasawa S, Kiba A, Urasaki N, Saitoh H, et al. 2003. Overexpression of Bax inhibitor suppresses the fungal elicitor-induced cell death in rice (Oryza sativa L.) cells. Plant J. 33:425–34 77. Matsuoka K. 2008. Chimeric fluorescent fusion proteins to monitor autophagy in plants. Methods Enzymol. 451:541–55 78. Meunier L, Usherwood YK, Chung KT, Hendershot LM. 2002. A subset of chaperones and folding enzymes form multiprotein complexes in endoplasmic reticulum to bind nascent proteins. Mol. Biol. Cell 13:4456–69 79. Michalak M, Groenendyk J, Szabo E, Gold LI, Opas M. 2009. Calreticulin, a multi-process calciumbuffering chaperone of the endoplasmic reticulum. Biochem. J. 417:651–66 80. Misselwitz B, Staeck O, Rapoport TA. 1998. J proteins catalytically activate Hsp70 molecules to trap a wide range of peptide sequences. Mol. Cell 2:593–603 81. Moreno AA, Mukhtar MS, Blanco F, Boatwright JL, Moreno I, et al. 2012. IRE1/bZIP60-mediated unfolded protein response plays distinct roles in plant immunity and abiotic stress responses. PLoS ONE 7:e31944 82. Nagashima Y, Mishiba K, Suzuki E, Shimada Y, Iwata Y, Koizumi N. 2011. Arabidopsis IRE1 catalyses unconventional splicing of bZIP60 mRNA to produce the active transcription factor. Sci. Rep. 1:29 83. Nakashima T, Sekiguchi T, Kuraoka A, Fukushima K, Shibata Y, et al. 1993. Molecular cloning of a human cDNA encoding a novel protein, DAD1, whose defect causes apoptotic cell death in hamster BHK21 cells. Mol. Cell. Biol. 13:6367–74 84. Nekrasov V, Li J, Batoux M, Roux M, Chu ZH, et al. 2009. Control of the pattern-recognition receptor EFR by an ER protein complex in plant immunity. EMBO J. 28:3428–38 85. Nishitoh H, Saitoh M, Mochida Y, Takeda K, Nakano H, et al. 1998. ASK1 is essential for JNK/SAPK activation by TRAF2. Mol. Cell 2:389–95 86. Ogata M, Hino S, Saito A, Morikawa K, Kondo S, et al. 2006. Autophagy is activated for cell survival after endoplasmic reticulum stress. Mol. Cell. Biol. 26:9220–31 87. Oikawa D, Tokuda M, Hosoda A, Iwawaki T. 2010. Identification of a consensus element recognized and cleaved by IRE1α. Nucleic Acids Res. 38:6265–73 88. Otero JH, Lizak B, Hendershot LM. 2010. Life and death of a BiP substrate. Semin. Cell Dev. Biol. 21:472–78 89. Patil C, Walter P. 2001. Intracellular signaling from the endoplasmic reticulum to the nucleus: the unfolded protein response in yeast and mammals. Curr. Opin. Cell Biol. 13:349–55 90. Pattison RJ, Amtmann A. 2009. N-glycan production in the endoplasmic reticulum of plants. Trends Plant Sci. 14:92–99 91. Pedrazzini E, Giovinazzo G, Bollini R, Ceriotti A, Vitale A. 1994. Binding of BiP to an assembly-defective protein in plant cells. Plant J. 5:103–10 92. Qiang X, Zechmann B, Reitz MU, Kogel KH, Schafer P. 2012. The mutualistic fungus Piriformospora indica colonizes Arabidopsis roots by inducing an endoplasmic reticulum stress-triggered caspase-dependent cell death. Plant Cell 24:794–809 93. Quan EM, Kamiya Y, Kamiya D, Denic V, Weibezahn J, et al. 2008. Defining the glycan destruction signal for endoplasmic reticulum-associated degradation. Mol. Cell 32:870–77 94. Ruddock LW, Molinari M. 2006. N-glycan processing in ER quality control. J. Cell Sci. 119:4373–80 95. Saijo Y, Tintor N, Lu X, Rauf P, Pajerowska-Mukhtar K, et al. 2009. Receptor quality control in the endoplasmic reticulum for plant innate immunity. EMBO J. 28:3439–49 www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 75. Defines the molecular signature of the UPR in plants: the upregulation of ER stress–response genes. 497 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. PP64CH20-Howell ARI 24 March 2013 113. Provides an authoritative and up-to-date review of the UPR in animal systems. 114. Describes the role of Bax inhibitor-1 in plant cell death. 498 12:55 96. Sanchez P, De Torres Zabala M, Grant M. 2000. AtBI-1, a plant homologue of Bax Inhibitor-1, suppresses Bax-induced cell death in yeast and is rapidly upregulated during wounding and pathogen challenge. Plant J. 21:393–99 97. Shen J, Chen X, Hendershot L, Prywes R. 2002. ER stress regulation of ATF6 localization by dissociation of BiP/GRP78 binding and unmasking of Golgi localization signals. Dev. Cell 3:99–111 98. Shen J, Snapp EL, Lippincott-Schwartz J, Prywes R. 2005. Stable binding of ATF6 to BiP in the endoplasmic reticulum stress response. Mol. Cell. Biol. 25:921–32 99. Shore GC, Papa FR, Oakes SA. 2011. Signaling cell death from the endoplasmic reticulum stress response. Curr. Opin. Cell Biol. 23:143–49 100. Siefers N, Dang KK, Kumimoto RW, Bynum WE IV, Tayrose G, Holt BF III. 2009. Tissue-specific expression patterns of Arabidopsis NF-Y transcription factors suggest potential for extensive combinatorial complexity. Plant Physiol. 149:625–41 101. Smith MH, Ploegh HL, Weissman JS. 2011. Road to ruin: targeting proteins for degradation in the endoplasmic reticulum. Science 334:1086–90 102. Sousa M, Parodi AJ. 1995. The molecular basis for the recognition of misfolded glycoproteins by the UDP-Glc:glycoprotein glucosyltransferase. EMBO J. 14:4196–203 103. Srivastava R, Chen Y, Deng Y, Brandizzi F, Howell SH. 2012. Elements proximal to and within the transmembrane domain mediate the organelle-to-organelle movement of bZIP28 under ER stress conditions. Plant J. 70:1033–42 104. Su W, Liu Y, Xia Y, Hong Z, Li J. 2011. Conserved endoplasmic reticulum-associated degradation system to eliminate mutated receptor-like kinases in Arabidopsis. Proc. Natl. Acad. Sci. USA 108:870–75 105. Su W, Liu Y, Xia Y, Hong Z, Li J. 2012. The Arabidopsis homolog of the mammalian OS-9 protein plays a key role in the endoplasmic reticulum-associated degradation of misfolded receptor-like kinases. Mol. Plant 5:929–40 106. Tabas I, Ron D. 2011. Integrating the mechanisms of apoptosis induced by endoplasmic reticulum stress. Nat. Cell Biol. 13:184–90 107. Tanaka Y, Makishima T, Sasabe M, Ichinose Y, Shiraishi T, et al. 1997. dad-1, a putative programmed cell death suppressor gene in rice. Plant Cell Physiol. 38:379–83 108. Taylor RC, Cullen SP, Martin SJ. 2008. Apoptosis: controlled demolition at the cellular level. Nat. Rev. Mol. Cell Biol. 9:231–41 109. Taylor SC, Thibault P, Tessier DC, Bergeron JJ, Thomas DY. 2003. Glycopeptide specificity of the secretory protein folding sensor UDP-glucose glycoprotein:glucosyltransferase. EMBO Rep. 4:405–11 110. Urano F, Wang X, Bertolotti A, Zhang Y, Chung P, et al. 2000. Coupling of stress in the ER to activation of JNK protein kinases by transmembrane protein kinase IRE1. Science 287:664–66 111. van Doorn WG, Beers EP, Dangl JL, Franklin-Tong VE, Gallois P, et al. 2011. Morphological classification of plant cell deaths. Cell Death Differ. 18:1241–46 112. Vitale A, Boston RS. 2008. Endoplasmic reticulum quality control and the unfolded protein response: insights from plants. Traffic 9:1581–88 113. Walter P, Ron D. 2011. The unfolded protein response: from stress pathway to homeostatic regulation. Science 334:1081–86 114. Watanabe N, Lam E. 2008. BAX inhibitor-1 modulates endoplasmic reticulum stress-mediated programmed cell death in Arabidopsis. J. Biol. Chem. 283:3200–10 115. Xiong Y, Contento AL, Bassham DC. 2005. AtATG18a is required for the formation of autophagosomes during nutrient stress and senescence in Arabidopsis thaliana. Plant J. 42:535–46 116. Xiong Y, Contento AL, Nguyen PQ, Bassham DC. 2007. Degradation of oxidized proteins by autophagy during oxidative stress in Arabidopsis. Plant Physiol. 143:291–99 117. Yamamoto M, Maruyama D, Endo T, Nishikawa S. 2008. Arabidopsis thaliana has a set of J proteins in the endoplasmic reticulum that are conserved from yeast to animals and plants. Plant Cell Physiol. 49:1547–62 118. Yang Z, Klionsky DJ. 2010. Eaten alive: a history of macroautophagy. Nat. Cell Biol. 12:814–22 119. Yang Z, Klionsky DJ. 2010. Mammalian autophagy: core molecular machinery and signaling regulation. Curr. Opin. Cell Biol. 22:124–31 120. Ye C, Dickman MB, Whitham SA, Payton M, Verchot J. 2011. The unfolded protein response is triggered by a plant viral movement protein. Plant Physiol. 156:741–55 Howell PP64CH20-Howell ARI 24 March 2013 12:55 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. 121. Yoshida H, Matsui T, Yamamoto A, Okada T, Mori K. 2001. XBP1 mRNA is induced by ATF6 and spliced by IRE1 in response to ER stress to produce a highly active transcription factor. Cell 107:881–91 122. Yoshida H, Okada T, Haze K, Yanagi H, Yura T, et al. 2001. Endoplasmic reticulum stress-induced formation of transcription factor complex ERSF including NF-Y (CBF) and activating transcription factors 6α and 6β that activates the mammalian unfolded protein response. Mol. Cell. Biol. 21:1239–48 123. Zuppini A, Navazio L, Mariani P. 2004. Endoplasmic reticulum stress-induced programmed cell death in soybean cells. J. Cell Sci. 117:2591–98 www.annualreviews.org • Endoplasmic Reticulum Stress Responses in Plants 499 PP64-frontmatter ARI 25 March 2013 10:21 Contents Annual Review of Plant Biology Volume 64, 2013 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Benefits of an Inclusive US Education System Elisabeth Gantt p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 1 Plants, Diet, and Health Cathie Martin, Yang Zhang, Chiara Tonelli, and Katia Petroni p p p p p p p p p p p p p p p p p p p p p p p p p19 A Bountiful Harvest: Genomic Insights into Crop Domestication Phenotypes Kenneth M. Olsen and Jonathan F. Wendel p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p47 Progress Toward Understanding Heterosis in Crop Plants Patrick S. Schnable and Nathan M. Springer p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p71 Tapping the Promise of Genomics in Species with Complex, Nonmodel Genomes Candice N. Hirsch and C. Robin Buell p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p89 Understanding Reproductive Isolation Based on the Rice Model Yidan Ouyang and Qifa Zhang p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 111 Classification and Comparison of Small RNAs from Plants Michael J. Axtell p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 137 Plant Protein Interactomes Pascal Braun, Sébastien Aubourg, Jelle Van Leene, Geert De Jaeger, and Claire Lurin p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 161 Seed-Development Programs: A Systems Biology–Based Comparison Between Dicots and Monocots Nese Sreenivasulu and Ulrich Wobus p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 189 Fruit Development and Ripening Graham B. Seymour, Lars Østergaard, Natalie H. Chapman, Sandra Knapp, and Cathie Martin p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 219 Growth Mechanisms in Tip-Growing Plant Cells Caleb M. Rounds and Magdalena Bezanilla p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 243 Future Scenarios for Plant Phenotyping Fabio Fiorani and Ulrich Schurr p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 267 v PP64-frontmatter ARI 25 March 2013 10:21 Microgenomics: Genome-Scale, Cell-Specific Monitoring of Multiple Gene Regulation Tiers J. Bailey-Serres p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 293 Plant Genome Engineering with Sequence-Specific Nucleases Daniel F. Voytas p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 327 Smaller, Faster, Brighter: Advances in Optical Imaging of Living Plant Cells Sidney L. Shaw and David W. Ehrhardt p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 351 Phytochrome Cytoplasmic Signaling Jon Hughes p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 377 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Photoreceptor Signaling Networks in Plant Responses to Shade Jorge J. Casal p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 403 ROS-Mediated Lipid Peroxidation and RES-Activated Signaling Edward E. Farmer and Martin J. Mueller p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 429 Potassium Transport and Signaling in Higher Plants Yi Wang and Wei-Hua Wu p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 451 Endoplasmic Reticulum Stress Responses in Plants Stephen H. Howell p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 477 Membrane Microdomains, Rafts, and Detergent-Resistant Membranes in Plants and Fungi Jan Malinsky, Miroslava Opekarová, Guido Grossmann, and Widmar Tanner p p p p p p p 501 The Endodermis Niko Geldner p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 531 Intracellular Signaling from Plastid to Nucleus Wei Chi, Xuwu Sun, and Lixin Zhang p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 559 The Number, Speed, and Impact of Plastid Endosymbioses in Eukaryotic Evolution Patrick J. Keeling p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 583 Photosystem II Assembly: From Cyanobacteria to Plants Jörg Nickelsen and Birgit Rengstl p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 609 Unraveling the Heater: New Insights into the Structure of the Alternative Oxidase Anthony L. Moore, Tomoo Shiba, Luke Young, Shigeharu Harada, Kiyoshi Kita, and Kikukatsu Ito p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 637 Network Analysis of the MVA and MEP Pathways for Isoprenoid Synthesis Eva Vranová, Diana Coman, and Wilhelm Gruissem p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 665 vi Contents PP64-frontmatter ARI 25 March 2013 10:21 Toward Cool C4 Crops Stephen P. Long and Ashley K. Spence p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 701 The Spatial Organization of Metabolism Within the Plant Cell Lee J. Sweetlove and Alisdair R. Fernie p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 723 Evolving Views of Pectin Biosynthesis Melani A. Atmodjo, Zhangying Hao, and Debra Mohnen p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 747 Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Transport and Metabolism in Legume-Rhizobia Symbioses Michael Udvardi and Philip S. Poole p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 781 Structure and Functions of the Bacterial Microbiota of Plants Davide Bulgarelli, Klaus Schlaeppi, Stijn Spaepen, Emiel Ver Loren van Themaat, and Paul Schulze-Lefert p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 807 Systemic Acquired Resistance: Turning Local Infection into Global Defense Zheng Qing Fu and Xinnian Dong p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 839 Indexes Cumulative Index of Contributing Authors, Volumes 55–64 p p p p p p p p p p p p p p p p p p p p p p p p p p p 865 Cumulative Index of Article Titles, Volumes 55–64 p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p p 871 Errata An online log of corrections to Annual Review of Plant Biology articles may be found at http://www.annualreviews.org/errata/arplant Contents vii ANNUAL REVIEWS It’s about time. Your time. It’s time well spent. New From Annual Reviews: Annual Review of Statistics and Its Application Volume 1 • Online January 2014 • http://statistics.annualreviews.org Editor: Stephen E. Fienberg, Carnegie Mellon University Annu. Rev. Plant Biol. 2013.64:477-499. Downloaded from www.annualreviews.org by Iowa State University on 02/05/14. For personal use only. Associate Editors: Nancy Reid, University of Toronto Stephen M. Stigler, University of Chicago The Annual Review of Statistics and Its Application aims to inform statisticians and quantitative methodologists, as well as all scientists and users of statistics about major methodological advances and the computational tools that allow for their implementation. It will include developments in the field of statistics, including theoretical statistical underpinnings of new methodology, as well as developments in specific application domains such as biostatistics and bioinformatics, economics, machine learning, psychology, sociology, and aspects of the physical sciences. Complimentary online access to the first volume will be available until January 2015. TABLE OF CONTENTS: • What Is Statistics? Stephen E. Fienberg • A Systematic Statistical Approach to Evaluating Evidence from Observational Studies, David Madigan, Paul E. Stang, Jesse A. Berlin, Martijn Schuemie, J. Marc Overhage, Marc A. Suchard, Bill Dumouchel, Abraham G. Hartzema, Patrick B. Ryan • High-Dimensional Statistics with a View Toward Applications in Biology, Peter Bühlmann, Markus Kalisch, Lukas Meier • Next-Generation Statistical Genetics: Modeling, Penalization, and Optimization in High-Dimensional Data, Kenneth Lange, Jeanette C. Papp, Janet S. Sinsheimer, Eric M. Sobel • The Role of Statistics in the Discovery of a Higgs Boson, David A. van Dyk • Breaking Bad: Two Decades of Life-Course Data Analysis in Criminology, Developmental Psychology, and Beyond, Elena A. Erosheva, Ross L. Matsueda, Donatello Telesca • Brain Imaging Analysis, F. DuBois Bowman • Event History Analysis, Niels Keiding • Statistics and Climate, Peter Guttorp • Statistical Evaluation of Forensic DNA Profile Evidence, Christopher D. Steele, David J. Balding • Climate Simulators and Climate Projections, Jonathan Rougier, Michael Goldstein • Probabilistic Forecasting, Tilmann Gneiting, Matthias Katzfuss • Bayesian Computational Tools, Christian P. Robert • Bayesian Computation Via Markov Chain Monte Carlo, Radu V. Craiu, Jeffrey S. Rosenthal • Build, Compute, Critique, Repeat: Data Analysis with Latent Variable Models, David M. Blei • Structured Regularizers for High-Dimensional Problems: Statistical and Computational Issues, Martin J. Wainwright • Using League Table Rankings in Public Policy Formation: Statistical Issues, Harvey Goldstein • Statistical Ecology, Ruth King • Estimating the Number of Species in Microbial Diversity Studies, John Bunge, Amy Willis, Fiona Walsh • Dynamic Treatment Regimes, Bibhas Chakraborty, Susan A. Murphy • Statistics and Related Topics in Single-Molecule Biophysics, Hong Qian, S.C. Kou • Statistics and Quantitative Risk Management for Banking and Insurance, Paul Embrechts, Marius Hofert Access this and all other Annual Reviews journals via your institution at www.annualreviews.org. ANNUAL REVIEWS | Connect With Our Experts Tel: 800.523.8635 (US/CAN) | Tel: 650.493.4400 | Fax: 650.424.0910 | Email: [email protected]
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