Journal of Experimental Botany, Vol. 51, No. 345, pp. 755–768, April 2000 Mapping meristem respiration of Prunus persica (L.) Batsch seedlings: potential respiration of the meristems, O diffusional constraints and combined effects on root 2 growth L.P.R. Bidel1, P. Renault2,4, L. Pagès3 and L.M. Rivière1 1 INRA, 42 rue Georges Morel, BP 57, 49071, Beaucouzé, France 2 INRA, Unité de Science du Sol, Domaine St-Paul, Site Agroparc, 84914 Avignon Cedex 9, France 3 Unité d’Ecophysiologie et Horticulture, Domaine Saint-Paul, Site Agroparc, 84914 Avignon Cedex 9, France Received 25 October 1999; Accepted 4 November 1999 Abstract Introduction Root system architecture partially results from meristem activities, which themselves depend on endogenous and environmental factors, such as O depletion. 2 In this study, meristem respiration and growth was measured in the root systems of three Prunus persica (L.) Batsch seedlings. The spatial distribution of meristem respiration within the root system was described, and the relationship between the respiration rates and meristem radii was analysed, using a model of radial O diffusion and consumption within the root. 2 Histological observations were also used to help interpret the results. Respiration rates were linearly correlated to the root growth rates (r2=0.9). Respiration reached values greater than 3.5×10−13 mol O s−1 for 2 active meristems. The taproot meristem consumed more O than the rest of the entire root system meris2 tems. Similarly, the first order lateral meristems used more O than the second order ones. A near hyperbolic 2 relationship between respiration rates and meristem radii was observed. This can be explained by a model of radial O diffusion and consumption within the root. 2 Therefore, only one maximum potential respiration rate and one O diffusion coefficient was estimated 2 for all the meristems. Hierarchical organization of root system architecture (as described by Atger and Edelin, 1994), results from meristematic activity, cell elongation, differentiation processes along axes, and the initiation and development of laterals of various orders. The primary meristem plays a major role in plant development. It is often considered that the quiescent centre is involved in generating different numbers of cell ranks and numbers of vascular strands ( Torrey, 1957; Feldman and Torrey, 1975; Torrey and Feldman, 1977; Rost and Jones, 1988). It determines partly the vascularization of the primary structure, which determines nutrient transfer capacities for the axis ( Eshel and Waisel, 1996). Therefore, understanding root system formation requires a more precise knowledge of meristem activity. A number of factors affect meristematic activity, such as competition for carbon assimilates (Gersani and Sachs, 1992; Bingham and Stevenson, 1993), and hormonal relations ( Torrey and Feldman, 1977; Torrey, 1986; Wightman and Thimann, 1980; Wightman et al., 1980). The more strongly the main axis grows, the more it apparently inhibits its laterals (Atzmon et al., 1994a, b). Lateral roots have smaller meristems than a main root axis, while increasing orders of lateral roots have progressively smaller meristems (Cahn et al., 1989; Varney et al., 1991; Varney and McCully, 1991). Changes in the apical diameter, which reflects the size of the meristem, have been linked to the root growth rate ( Wilcox, 1962, 1968; Hackett, 1969; Cahn et al., 1989; Pagès, 1995; Thaler and Key words: O -microelectrode, meristem respiration, 2 spatial distribution, root system architecture, Prunus persica (L.) Batsch. 4 To whom correspondence should be addressed. Fax: +33 4 32 72 22 12. E-mail: [email protected] © Oxford University Press 2000 756 Bidel et al. Pagès, 1996a). It was shown that the meristem diameter can vary according to the carbohydrate supply (Pagès, 1995; Thaler and Pagès, 1996a). The size of the meristem may also vary during its period of activity, leading to axes of varying behaviour (Pagès, 1995; Thaler and Pagès, 1996a, b). However, it was reported that the apical diameter of lateral roots of oak was not closely correlated with their growth rate but was still indicative of their potential growth rate (Pagès, 1995). The effect on root growth of a decrease in meristem activity caused by hypoxia has received little attention. However, hypoxia can be common at ambient [O ], 2 especially for large-diameter meristems (Drew, 1997). Root apical zones, having high local respiration rates (R ) and few intercellular air spaces to conduct O , root 2 may experience hypoxia in their centre at temperatures in the range of 298–308 K (Armstrong and Beckett, 1985). In accordance with diffusion-model predictions, several direct [O ] measurements have indicated hypoxia 2 within metabolically active root tissues, such as maize primary meristems and elongating segments (Armstrong, 1994; Armstrong et al., 1994; Ober and Sharp, 1994; Stepniewski et al., 1998). The measurement of other metabolic indicators, such as alanine, ethanol, lactic acid, as well as elevated activities of alcohol dehydrogenase and pyruvate decarboxylase confirmed the occurrence of anaerobiosis for roots exposed to 21% O (Crawford, 2 1982; Saglio and Pradet, 1980; Saglio et al., 1984; Gibbs et al., 1995; Crawford and Braendle, 1996). Despite the role of meristems in morphogenesis, few studies deal with its respiration and oxygenation, because respiration in the meristem alone is difficult to measure. Attempts have been made with sets of equivalent root tips, 3, 5 or 10 mm long, generally introduced into a stirred nutrient solution bathing an O -Clark macro-electrode (Saglio et al., 1983; 2 Williams and Farrar, 1992; Brouquisse et al., 1992; James, 1994). This procedure did not distinguish between the activities of the meristem and the elongation zone (James, 1994). An analysis of the limiting effects of O 2 on meristem activity has never been conducted on meristems of different sizes and growth potentials representative of the variability found in the root system. An approach based on the meristem size-dependent respiration could be proposed if O diffusion coefficient and specific respira2 tion rate in O non-limiting conditions did not vary 2 between meristems. In this case, meristem bulk respiration would only depend on size and the [O ] at the root 2 surface. Similarly, meristem activities in the same acropetal sequence or on the whole-root-system architecture have not yet been compared. This may be of interest for studying the effect of relative meristem activity on apical dominance processes. Because respiration in meristematic tissue is primarily related to biosynthesis (Amthor, 1989), meristem respiration was studied to test if it was a good indicator of root growth. Using this meristem activity indicator, an attempt was made to map meristem respiration throughout the seedling root system of Prunus persica, in order to check whether meristem activity depends on morphological and anatomical criteria, as supported by the competition theories for C allocation (Bingham et al., 1996; Thaler and Pagès, 1998). Meristem respiration as a function of meristem diameter and [O ] at the root surface was 2 analysed in order to determine how much O diffusion 2 within the root tissues can explain differences in respiration levels. Materials and methods Plants and cultivation media Seeds of Prunus persica L. Batsch GF305 (Nursery Lafond, Valréas, France) were surface-sterilized in a solution of HClO (0.5% for 20 min) and washed with continuously oxygenated deionized water for 2 h. The seeds were then stratified for 3 months in the dark at 277 K in sealed moistened Petri dishes. After this time, the radicle had reached 5–10 mm in length. The germinated seeds were rapidly disinfected and washed again and placed on agar gel. Plants were grown in agar in order to prevent convective movements of O , which allowed a diffusion model to be 2 applied to the measurements of O concentration around the 2 root. Although the agar was likely to affect root growth, it was considered that the advantages of agar outweighed this disadvantage. Agar gel at a concentration of 6 g l−1 was dissolved in boiling N/2 Hoagland nutrient solution (Hoagland and Arnon, 1950) previously mixed with 2 bactericides (nystatin, 1.0 mg l−1; tetracycline hydrochoride, 1.25 mg l−1, SigmaAldrich, Saint Quentin, France) and Rovral fungicide (1.25 g l−1; Rhône-Poulenc, Lyon, France) in order to minimize microbial proliferation. Acidity was controlled by adding 2.0 mM of MES buffer [2-(N-morpholino)ethanesulphonic acid ] (Sigma-Aldrich, Saint Quentin, France), following the recommendation which confirmed that this chemical does not disturb root growth (Ewing and Bobson, 1991). Acidification of the rhizosphere was monitored with 0.06% bromocresol purple. In the absence of MES buffer, the colour of agar surrounding the growing roots became bright yellow within 3 d (indicating a pH of about 4.0–4.5), instead of taking more than 2–3 weeks with MES, depending on the roots. Agar approximately 3–5 mm thick was solidified by cooling the nutrient solution (at 308 K ) in plastic boxes (20×20×1.5 cm). Germinated seeds were fixed in place with mastic ( TerostatB) over the gel in which the radicle was settled. A cellophane film was put on the whole preparation to prevent microbial contamination and drying. A hole in this film was made to allow the epicotyl to grow. To prevent the roots from coiling up, the boxes were slightly inclined (angle from vertical: 10%). The plants were raised in the laboratory at 292–293 K. Lighting was low (about 150 W m−2), and large quantities of nutrient solution were poured at daily intervals over the gel surface. Root growth was recorded by tracing on an acetate film. The pH became strongly acid about 10–15 d (pH #4) after cultivation began. At the meristem level, R (mol O m−3 tissue s−1) was root 2 measured on three 15-d-old plants, about 12–15 cm tall with a stem holding 8–12 fully expanded leaves. Plant no. 1 was used to check the reliability of R estimates. Nearly all the root Respiration of root meristems 757 meristems on plant no. 2 were analysed for respiration rates. On plant no. 3, measurements were taken 2–3 times per day over 4 d, R being measured both on the taproot meristem root and on four early lateral root meristems. Local estimate of meristem respiration In order to map R radial O profiles were performed around root 2 each meristem, using O -microelectrodes. R was calculated 2 root (according to Højberg and Sørensen, 1993; Bidel., 1999): =− root r 2 ×D × O2−gel root A B ∂[O ] 2 ∂r (1) r=rroot where R is the root respiration rate (mol O m−3 tissue s−1), root 2 r the root radius (m), D the diffusion coefficient of O root O2−gel 2 the [O ] gradient in agar gel (m2 s−1) and (∂[O ]/∂r) 2 2 r=rroot at the root surface (mol m−4). D was measured by the O −gel method of Sierra et al. (Sierra et 2 al., 1995): the value was similar to that of O diffusion in water. The gradient 2 was estimated by fitting a model of O radial (∂[O ]/∂r) 2 2 r=rroot diffusion (Højberg and Sørensen, 1993) within the gel to [O ] 2 experimental data taken in the 0–500 mm region around the root surface, using a non-linear fitting procedure (Bard, 1974). The chosen model accounts for decreasing microbial respiration within the gel with increasing distance from the root and estimates local root respiration rates of Prunus better than other models described in the litterature (Højberg and Sørensen, 1993; Bidel, 1999). In a steady state (i.e. ∂[O ]/∂t=0 where t is 2 time), the model asserts: R A B 1 ∂[O ] k ∂ 2 − 0= × D r O2−gel ∂r r ∂r r A (2) where r is the radial position (m), and k is a constant (mol O m−2 gel s−1) associated with the hyperbolic decrease in 2 microbial respiration k/r. O -microelectrodes (proposed first by Revsbech and Ward, 2 1983; Revsbech, 1989), were used to take [O ] profiles around 2 the root. Similar sensors have already been used to describe [O ] distribution within roots (Armstrong et al., 1993, 1994; 2 Ober and Sharp, 1996; Stepniewski et al., 1998). Oxygen is chemically reduced at the cathode surface. In the conditions used in this study, the resulting electrical current was usually between 1 and 200 pA and proportional to [O ] at the tip of 2 the microelectrode. Overall, response time was about 1 s, offset signal (i.e. at 0% O ) was lower than 15 pA, sensitivity was 2 greater than 5 pA per % of [O ] change and tip diameter was 2 about 50 mm. Electrical current was measured using a picoammeter ( Keithley 487, Cleveland, Ohio, USA). After calibration of the microelectrode at 0, 20 and 100% [O ], the root system 2 embedded in the agar medium was placed into position (Fig. 1A). The microelectrode was then inserted perpendicular to the root surface at the observed boundary between the cap meristem and the quiescent centre (Fig. 1B). Displacements were made with a motor-driven micromanipulator (Märzhäuser, Steindorf-Wetzlar, Germany), which positioned the electrode tip with an accuracy of 10 mm. The electrode tip and the root were examined with a microscope throughout the experiment. Each measurement was taken within a Faraday cage in a laboratory at 292–293 K. After each [O ] profile, root diameter 2 was measured using a calibrated eyepiece with ×25 or ×50 magnification. For [O ] profiles, 15–20 points per profile were 2 regularly spaced with 10 points located within the nearest 500 mm zone surrounding the root. The last point of the profile was taken in contact with the root surface. Preliminary tests evaluated the bias that may result from the B Fig. 1. Experimental design for the estimate of local O -consumption: 2 (A) Overview of the whole experimental design with the plant (1) and its root system suspended in an agar layer (2). A hole (3) was made in the agar at least 10 mm away from the root in order to observe the root around the O measurement point. In order to have a sharp image 2 in the binocular field, a histological lamella was applied on the corresponding vertical agar surface. The tip of an O -microelectrode 2 (4) was monitored with the micro-manipulator (5). Electrical current intensity, which is proportional to [O ], was recorded with a pico2 ammeter (not shown). (B) Root suspended in the agar gel with O 2 microelectrode tip (20 mm in diameter) at the boundary between the cap and the quiescent centre, as they can be observed with the binocular (×25). radial O diffusion assumption. For these preliminary experi2 ments, [O ] was recorded at every 50 mm during penetration of 2 the microelectrode until the root surface was reached. For plant no. 1, it was verified that the estimates of microbial constant k and root respiration R did not depend on the portion of the root oxygen distribution profile around the root used for fitting the model (the fitting area thickness, Fig. 3). For plant no. 2, R root was estimated on most meristems of the root system using the same microelectrode over a period of 2 d. Preliminary experiments showed that, in these experimental conditions, the Prunus plants presented no diurnal variations in R and did not have root gas flux from shoot to roots (Bidel et al., 1999). It was thus possible to compare R data based on [O ] profiles recorded root 2 at different times. Spatial progressions in the meristem were recorded with a calibrated ocular micrometer. Root growth of plants 2 and 3 was estimated from the deplacement of the apex between two dates using capillaries planted in the agar to locate the apex precisely at a particular date. 758 Bidel et al. Mathematical analysis of O depletion within the root 2 Under steady-state conditions, radial O diffusion within the 2 root can be described by the following equation (Armstrong, 1979): A B 1 ∂[O ] ∂ 2 −MR 0= × D r (3) O2−root ∂r root r ∂r where D is the coefficient of O diffusion within the root O −root 2 tissue (m22s−1), and MR is the rate of O consumption by the root 2 root when [O ] is non-limiting (mol O m−3 tissue s−1). 2 2 Successive concentric layers with their own diffusivity were proposed for simulating oxygen distribution within roots composed of differentiated tissues (Armstrong and Beckett, 1985, 1987). As differentiation has not already occurred at the apex (i.e. in the meristem and the subsequent elongating zone), root tissues were assumed to behave as a radially homogeneous porous medium. It was characterized by an average oxygen diffusivity that takes into account both transfer in the liquid phase and transfer in the gaseous phase within intercellular spaces filled with gas. As no aerenchyma was observed in the cortex, connectivity of air spaces for longitudinal transfer were supposed not to be of significance. It was assumed that D does not vary with root thickness and O2−root MR remains constant as long as O is locally available ( Van root 2 Noordwijk and de Willigen 1984; De Willigen and van Noordwijk, 1989). In order to compare R between meristems of different root sizes, a normalization procedure was used, which enabled us to compare R when O concentrations at the root surface (i.e. root 2 [O ] , mol m−3) are different. Equation (3) can thus be 2s transformed: 0= with A B ∂dO d MR 1 ∂ 2 − root drd drd ∂drd ∂drd D O2−root (4) If the MR /D ratio is identical in different locations, root O2−root checking for a unique relationship between the local root respiration measured at various points in a root system and the normalized local root radii dr d may be a means of root investigating whether R variability results from limited O root 2 diffusion or not. This is illustrated in Fig. 2, where the relationship between R and dr d radius for contrasted root root MR and D values was plotted, corresponding to root O2−root young (e.g. meristem and expanding zones) and mature segments zones (e.g. primary and woody zones) having (i) high respiration and low O diffusion coefficient and (ii) low respiration and 2 high O diffusion coefficient, respectively. R at the meristem 2 root level was analysed as a function of the nomalized radius drd for plants 2 and 3. In this analysis, the results of Bidel (Bidel, 1999) on R in root segments along the taproot of another root 45-d-old Prunus (plant 4) were included. Meristem dimensions and volumetric growth rate Apical diameter was measured at the boundary between cap and quiescent centre. The length h and the apical diameter mer d were measured with a graduated eyepiece micrometer mer (magnification ×50). The meristem volume V was estimated mer according to Barlow and Rathfelder, assuming its shape to be one half of a spheroid (Barlow and Rathfelder, 1984): V A B 2 d 2 = p×h × mer mer 3 mer 2 (8) The volume of tissue produced between two measurement times about 5 h apart (DV ) was assumed to be equal to the difference between the meristem volumes at these two times. However, the volume due to root elongation l (m) was also added. This last term was estimated assuming conical root r [O ] dO d= 2 and drd= 2 [O ] √[O ] 2s 2s This normalization procedure requires defining a relationship between dO d and drd solely dependent on the normalized root 2 radius dr d as long as the MR /D ratio is constant. root root O2−root R can then be expressed as the product of the fraction of root in aerobic conditions by maximum respiration rate tissue (MR ). It may be estimated by using either actual or root normalized radii: R =MR × root root A B A dr d3−dr d3 r 3−r 3 root/ 0 =MR × root 0 root dr d3 r 3 root root B (5) where r is the radius under which anoxic conditions prevail (m). 0 There is no anaerobiosis within the root (i.e. dr d=0) as 0 long as the normalized root radius dr d is lower than a critical root normalized radius dr d. When it becomes higher, however, c anaerobiosis may appear: S 4D O −root (6) MR2 root For roots where normalized radii drd>dr d, r is the solution c 0 of the following equation (Glinski and Stepniewski, 1990): dr d= c 0= C D (dr d2−dr d2) 2dr d2 0 root − 0 (Ln(dr d )−Ln(dr d )) +1 0 root dr d2 dr d2 c c where r can be estimated by an iterative fitting procedure. 0 (7) Fig. 2. Specific respiration rate of the root (R ) as a function of the root root normalized radius dr d. For given D and MR values, root O2−root root the specific O -consumption of the meristem is equal to MR 2 root regardless of the tissue, as long as the normalized root radius is small enough. As the normalized root radius becomes higher than a critical value dr d, anaerobic conditions prevail in a central cylinder of c normalized root radius dr d. The external part of the root remains well 0 aerated, i.e. R is equal to MR in the external zone. R of the root root root whole root section is then estimated by equation (5). Curve A is for an active young root with D =1.0×10−11 m2 s−1 and MR = O2−root root 5.0×10−2 mol m−3 s−1, Curve C is for a root segment with a large intercellular porosity (D =2.0×10−8 m2 s−1) and low respiration O2−root (MR =2.5×10−3 mol m−3 s−1), and Curve B is for an intermediate root situation with D =1.0×10−9 m2 s−1 and MR =1.0×10−2 O2−root root mol m−3 s−1. Respiration of root meristems 759 segments of radii r and r at their two ends: 1 2 1 DV={DV }+ p×l× r2+r r +r2 mer 2 12 1 3 Meristem histological treatments The apical 10 mm long root segments were excised, washed in a phosphate buffer and immediately fixed in glutaraldehyde. They were then dehydrated and embedded in metachrylate resin Technovit 500 (Heraeus Kulzer GmbH, Philipp-Reis-S trasse 8/13 D-61273 Wehrheim /Ts) as described previously (Bidel et al., 1999). Microtome sections (0.5–3.0 mm) were stained using the periodic acid–Schiff ’s (PAS) reaction followed by toluidine blue-O-( TOB) ( Varney and McCully, 1991). They were mounted on slides covered with Histolaque (LaboModerne, 75015, Paris). Photomicrography used Kodak 160 T film and an Olympus Vanox microscope. The mean length of the meristematic zone was estimated as the distance between the cap junction and the nearest cell mitosis in the central cortex (Barlow et al., 1991; Barlow, 1992). Similarly, the early first-order lateral meristem (M17) was 33 times larger than the second-order lateral meristem (M13), but it only consumed O 11 times faster. Second2 order lateral meristems were larger and consumed more O (M10, M7) than some first-order laterals ones. The 2 largest second-order lateral meristem (M15) exhibited an R similar to first-order lateral meristems of comparable root size. Some first- and second-order lateral meristems had very low R (M24, M25, M26). Unfortunately, [O ] root 2 profile measurements were not taken on the eight first order lateral meristems. Nevertheless, morphometric measurements made it possible to estimate that their respiration rate would hardly reach 15×10−14 mol O s−1. This estimate was calculated by multiplying the 2 measured meristem volumes by the highest R estimate root for first-order lateral meristems. Consequently, at 15 d, the taproot meristem respired more O than the sum of 2 all the other meristems in the whole root system. Results Correlation between respiration rate and volumic root growth G A BH (9) Reliability of meristem respiration estimates Even for meristems with low R , the decrease in [O ] root 2 between the agar surface and the root surface corresponded to an equivalent decrease in the O fraction in 2 air greater than 4%: [O ] at the meristem surface corre2 sponded to O fractions in air between 17.6% and 3.8%. 2 The lower values corresponded generally to high microbial respiration around the root (Table 1). The electrode signal drift was never greater than 2%. Simulating numerical experiments by adding noise to a perfect signal showed that a random noise of 3% on the microelectrode signal yields an estimate of R to the nearest 10% (data root not shown). At first sight, the estimated R and the constant k root measuring microbial respiration did not depend on the fitting-area thickness, i.e. the maximum cylinder volume of gel used for model fitting (Fig. 3). Microbial activities in the agar gel markedly varied between meristems, with k ranging between 2.1×10−11 and 2.3×10−7 mol O m−2 s−1. 2 Map of meristem respiration in the 15-d-old plant Meristems of plant no. 2 grown in agar differed both in size and respiration rate ( Table 1; Fig. 4). The volume of the taproot meristem was about 0.680 mm3, while meristems of first-order laterals ranged between 0.012 and 0.143 mm3. The volumes of the second-order lateral meristems and the meristems from the distal short-time growing laterals occupied between 0.0002 and 0.013 mm3. The taproot meristem (M1) was 3644 times larger than the smallest second-order lateral meristem (M23), but it only consumed O 340 times more rapidly. R was thus 2 root approximately ten times lower for larger meristems. Meristem progression in agar is the result of both the process of cell elongation in the expanding zone and cell division in the meristem. The growth rate was roughly correlated with the meristem R ( Fig. 5). These data root made it possible to estimate a maintenance respiration of 5×10−14 mol O s−1 (i.e. the limit of R when the 2 root meristem progression tended to zero). This value is less than 1/8 of the maximum respiration rate at the meristem level. According to the linear regression calculated between the volumetric elongation rate and R shown root in Fig. 5, O efficiency was 8.62×10−4 mol O g−1 dry 2 2 matter. This allowed calculation of the construction cost, 1/Yg (ratio of the total weight of substrate consumed to the weight of tissue produced ). In agreement with the estimate of 1.02 for the whole tomato root system, (Gary et al., 1998) 1/Yg was calculated here to be 1.045 g equivalent glucose g−1 dry matter. Relationship between the respiration rates and the meristem radii: normalization procedure Since R appeared related to the size of the meristem, root respiration estimates made on plants 2 and 3 were plotted as a function of the meristem radius at the measurement level (Fig. 6A). Results in R measured on segments root and the taproot meristem of a 45-d-old Prunus persica, (Bidel, 1999), were also included in this figure and referred to as plant 4. The general trend is a hyperbolic curve. To account for [O ] at the root surface, which may differ 2 between meristems, the normalization procedure, previously described in the Materials and methods section, was applied to this data set ( Fig. 6B). By using the normalization procedure, (i) a distinction was made between segments and meristems, because of the lower 760 Bidel et al. Table 1. Root and microbial respiration at the root tip of Prunus persica (L.) Batsch plant no. 2 . Number M1 M2 M3 M4 M5 M6 M7 M8 M9 M10 M11 M12 M13 M14 M15 M16 M17 M18 M19 M20 M21 M22 M23 M24 M25 M26 Order 1 2 2 2 2 3 2 2 3 2 2 2 2 3 2 2 2 2 3 2 3 2 3 2 2 3 Meristem geometry Meristem respiration Radius (mm) Length (mm) Volume (10−3 mm3) Specific (10−3 mol m−3 s−1) Linear (10−10 mol m−1 s−1) Bulk (10−14 mol s−1) 380 137 137 137 141 78 68 117 93 88 68 98 98 59 88 68 98 107 44 78 78 83 39 107 78 39 2243 332 332 312 341 176 254 176 273 127 176 254 215 98 254 137 332 234 98 449 234 449 59 215 198 312 679.1 12.9 12.9 12.2 14.3 2.2 4.6 5.0 4.9 2.0 2.8 5 4.3 0.7 4.1 1.3 6.6 5.6 0.9 5.7 2.9 6.4 0.2 5.2 2.5 1.0 3.0 12.3 12.1 10.0 7.8 24.0 15.7 9.0 13.5 14.2 13.8 0.3 11.1 30.3 12.4 19.1 9.3 7.6 36.9 11.6 11.5 8.2 32.5 4.2 4.9 8.6 13.8 7.2 7.1 5.9 4.9 4.6 4.2 3.9 3.6 3.4 3.3 10.4 3.3 3.3 3.0 2.8 2.8 2.7 2.2 2.2 2.2 1.8 1.6 1.5 0.9 0.4 205.9 15.9 15.7 12.2 11.1 5.4 7.1 4.5 6.6 2.9 3.9 42.9 4.7 2.1 5.1 2.5 6.1 4.3 1.4 6.6 3.4 5.3 0.6 2.2 1.2 0.9 Microbial constant k 10−10 mol m−2 s−1) Root surf. [O ] 2s (mol m−3) 0.2 2216 1.4 2.1 1159 20.6 1283 0.0 20.6 940 1628 5.2 549 2006 256 156 1245 877 36 0.6 828 1230 676 643 166 1645 0.184 0.147 0.139 0.203 0.121 0.108 0.070 0.205 0.147 0.096 0.139 0.196 0.195 0.239 0.112 0.129 0.185 0.202 0.143 0.165 0.145 0.056 0.228 0.243 0.261 0.115 Rate of O2 consumption (10_14 mol O2 .s_1) Respiration of root meristems 761 Meristem growth rate (mm3 .day_1) Fitting area thickness (mm) Fig. 3. Estimates of the specific root respiration R and the constant root k describing microbial respiration within the gel, by fitting a model of O diffusion and consumption to an experimental [O ] profile recorded 2 2 on the vertical of the taproot meristem of Prunus persica (L.) Batsch no. 1 (15-d-old plant and 10 fully expanded leaves, growth in agar gel ). Fig. 5. Relationship between meristem growth, expressed as the volumic rate of tissue production (mm3 d−1), and O consumption of the 2 meristem (mol O s−1) (r2=0.90). The efficiency in root respiration was 2 close to 6.62×10−4 mol O g−1 dry matter. 2 Fig. 4. Root system architecture of Prunus persica (L.) Batsch no. 2 (15-d-old plant and 12 fully expanded leaves, growth in agar layer). Meristem identification is numbered according to decreasing R values. (The same identification was used in Table 1. Meristems 1, 2, 3, 20, and B were root in Fig. 7). [O ] at the segment root surface (Bidel, 1999) and, 2 possibly, (ii) the residual variability of R was reduced root close to the overall trend (i.e. the hypothetical hyperbolic curve). Considering the limited number of measurements and the contrast between apex and segments for both the porosity and R , the normalized model, equations (5), root (6) and (7), was fitted separately to meristems and segments data thus yielding two experimental relationships between R and normalized root radius (Fig. 6B). root The model fitted the data well and no positive or negative biases were observed. D and MR were estimated O2−root root to be equal to 9.2×10−12 m2 s−1 and 5.7×10−2 mol O m−3 of tissue s−1 for meristems, and 2.36× 2 10−7 m2 s−1 and 2.53×10−3 mol O m−3 of tissue 2 s−1 for segments. D was expressed for O diffusing O2−root 2 in a liquid phase: [O ] at the root surface equalled actual 2s O concentration within the agar gel, and [O ] within the 2 2 root was expressed assuming that O diffuses in water. If 2 O diffusion happened in the air-filled intercellular spaces, 2 the corresponding O diffusion coefficient could be estim2 ated by multiplying the previous values by the coefficient of O solubility in water (approximately 0.034 at 293 K ), 2 because the previous [O ] gradient would be divided by 2 this value to obtain [O ] gradient in a gas phase. 2 Therefore, the diffusion coefficients would then be 762 Bidel et al. A Discussion Respiration estimates B Fig. 6. Specific respiration rate (R ) of meristems of first, second and root third orders of Prunus persica (L.) Batsch no. 2, meristems of Prunus no. 3 at various dates, and segments and meristem of the taproot of Prunus no. 4 (45-d old, 26 leaves fully expanded, growth on a Nylon mesh and inclusion of the root system in an agar layer 1 d before measurements). (A) R is plotted versus the actual root radius r ; root root (B) R is plotted versus the normalized root radius dr d. The model root root of O diffusion and consumption was fitted to the whole set of 2 meristems, giving us the estimates: MR =5.7×10−2 mol O m−3 s−1 root 2 and D =9.2×10−12 m2 s−1 for O diffusion in a liquid phase. O2−root 2 Fitting the model to the set of experimental segment respirations gave us the estimates: MR =2.53×10−3 mol O m−3 s−1 and D = root 2 O2−root 8.0×10−9 m2 s−1, considering [O ] gradient in the intercellular air-filled 2 space (i.e. expressed in an air phase). 3.1×10−13 and 8.0×10−9 m2 s−1 for meristems and segments, respectively. Histology Variability in the length of the meristematic area is greater than in the diameter ( Fig. 7A–E). Some meristems lost a part of their cap embedded in agar gel during sampling (Fig. 7C, D). Smaller meristems with higher R were root less stained by meristematic indicators, such as PAS-TBO or methyl green (Gahan, 1984). These presented cap cells without amyloplasts. Longitudinal histological sections revealed that it finally reconstituted a new root cap that was not always typical in size and staining. The model of radial O diffusion within the agar gel 2 apparently fitted well with measurements, even when [O ] 2 measurements were taken close to the root tip, as long as the fitting area thickness did not exceed 500 mm (and sometimes more as in Fig. 3). The resulting estimates of R and constant k that characterized the microbial root respiration did not depend on the fitting area thickness in this domain ( Fig. 3). Furthermore, the lack of variation in the parameter k with changes in the fitting area thickness would indicate that microbial respiration in the agar gel can be modelled by a function proportional to the (1/r) ratio, as already suggested (Højberg and Sørensen, 1993; Bidel, 1999). Additional assumptions were made to estimate total O consumption in each meristem. Their shape was 2 assumed to be spheroid, and all their tissues were assumed to have a specific respiration rate equal to the estimated R value. There was generally a good agreement root between the observed length of the translucent zone of the meristem and the length of the meristematic area on histological sections. However, there was not good agreement for the two largest meristems (the taproot meristems of plants no. 2 and no. 3) out of the 27 meristems for which R was measured. It was only possible to obtain root 18 histological sections and these were not always in the axial plane. For these, volume estimations based on microscopic observation were made. Therefore, the O 2 consumption of the taproot meristem was probably underestimated by about 10–15%. Despite these uncertainties, the results of this study are indicative of the relative activity of the set of meristems in an entire root system. R of the taproot meristems of plants 1, 2 and 3 were root equal to 5.3, 13.8, and 7–8.9 nmol O m−1 s−1. These 2 values were in fairly good agreement with measurements taken on excised root tips placed into stirred nutrient solutions ( Table 2). For these root tips, however, meristem respiration was not discernible from that of the elongation zone with the ‘excised root’ experimental procedure. No results were found in the literature about respiration rate of second and third order meristems. The conditions of low light and very high humidity probably caused R meristem values to be lower than root those expected for roots growing in a rhizotron under standard climatic conditions (Pagès, 1995). Moreover, for the same aerial climate, plants grown in the agar layer had achieved only one-half to one-third of the growth rate of plants cultivated in a rhizotron or on nylon mesh (L Pagès, unpublished results). As an indirect confirmation of this effect of agar gel, meristems that emerged from the agar layer thereafter progressed quicker than meristems remaining in the gel. These two facts suggested Respiration of root meristems 763 Fig. 7. Histological longitudinal sections of the taproot meristem (A) and four first-order lateral meristems (B–E ) stained periodic acid-Shiff ’s reaction, followed by toluidine blue O. Taproot meristem reconstituted a new cap not fully characteristic. Meristems M2 and M3 (C–D) lost their cap when removing the root from the agar gel. No aerenchyma were present in the cortex. (Bars: 75 mm). (A) Meristem M1, R =3.0×10−3 root mol m−3 s−1, (B) Meristem B, (C ) Meristem M2, R =12.3×10−3 mol m−3 s−1, (D) Meristem M3, R =12.1×10−3 mol m−3 s−1. (E ) Meristem root root M16, R =19.1 10−3 mol m−3 s−1. root the occurrence of limiting factors for root growth in the experimental design, such as O depletion. Other adverse 2 factors such as a progressive dehydration, acidification and mineral depletion of the agar around older root segments may also have reduced the meristem growth. Respiration rate as an indicator of meristem activity Since meristem respiration rate appears significantly correlated to root elongation rate (r2=0.90), it may be considered as a growth indicator. However, not enough 764 Bidel et al. Table 2. Respiration of excised root tips, measured with Clark O -electrode in nutrient solutions 2 Reference Temperature (°K ) Age (d) Root tip length (mm) Bulk root tip respiration (nmol O m−1 s−1) 2 Saglio et al. (1983) Brouquisse et al. (1992) James (1994) Williams and Farrar (1992) 298 298 293 301 3 3 3 5 5 3 3 5 6–8 20–25 18–21 6–13 points were plotted to ensure that the relationship was strictly linear. The residual variability may partially result from measurement errors on meristem diameter and length, and biased shape assumption. The taproot meristem of the 15-d-old plant consumed O at a rate more 2 than ten times higher than that of its nearest laterals ( Table 1), suggesting that it could deprive these laterals of carbohydrates and reduce their activity. The total active tissue in the root tip, including both the elongation zone and the meristem, would probably have increased the magnitude of competition. The length of the elongation zone of roots with small meristems was very small compared with roots with larger meristems, which is visible when Fig. 7A–E are compared. The observation that the taproot meristem has the greatest O consumption suggests that it is also the 2 strongest carbohydrate sink. This is consistent with previous reports in the literature, although such data are rarely quantitative ( Webb, 1977; Daie, 1985; Schulz, 1994). For many species, the more developed the main axis is, the more it seems to inhibit growth of its laterals (Atzmon et al., 1994). Furthermore, the removal of the root tips is known to stimulate the growth of the youngest and nearest laterals greatly ( Wightman et al., 1980; Atzmon et al., 1994a, b). Oxygen diffusion within root tissue as a factor limiting meristem respiration The theoretical model based on O diffusion and con2 sumption within root tissue is quantitatively in fairly good agreement with the experimental results, especially in view of the experimental difficulties and the theoretical approximations made for obtaining these values. Two independent reasons suggested that [O ] diffusion and 2 consumption within the root was really the main factor involved in R variations between the meristems. (1) root No discrepancy was observed between experimental and simulated data ( Fig. 6B). A discrepancy would be expected if carbohydrate supply was selectively limiting respiration rate in aerobic tissues as a function of meristem size. (2) The estimated O diffusion coefficients within 2 the root tissue were consistent with the real structure seen in histological sections. The O diffusion coefficient in pure water is about 2 2.09×10−9 m2 s−1 at 293 K and decreases in saline water. This value is 4 orders of magnitude lower than the coefficient in air. Given that the calculated O diffusion 2 coefficient at the meristem level is about 9.2× 10−12 m2 s−1, O must have moved there as a solute in a 2 liquid phase. The root:water O diffusion coefficient ratio 2 was about 0.004, indicating that the cell walls and plasma membrane greatly reduced O diffusion. It was assumed 2 by other authors that the diffusion coefficient of the cell walls was about 6.3×10−10 m2 s−1 (Armstrong et al., 1994); these results suggest an even greater resistance of the cell walls and membranes. In the meristem, it seems unrealistic to consider O diffusion in the inter2 cellular pore space, because it is difficult to observe such a space in histological sections. Conversely, it may be considered that only O moves in the air-filled intercellular 2 pore space at the segment level, because O diffusion in 2 pure water is lower than the estimated O diffusion 2 coefficient within the root. Considering the O diffusion 2 coefficient in air (2.01×10−5 m2 s−1 from Jaynes and Rogowski, 1983), the root segment:air O diffusion 2 coefficient ratio would be equal to 0.0004. Using Buckingham’s model (Buckingham, 1904) to relate this ratio to the air-filled porosity of porous media, it was estimated that the air-filled intercellular pore space actually involved in O diffusion corresponded to approxi2 mately 2% of the root volume. This is only a rough estimate, because the porous media:air O diffusion 2 coefficient ratio greatly depends on the actual geometry of the intercellular space (Cousin et al., 1999). The estimate of 2% is in the range of published values from various methods, such as picnometer measurements: values of 2, 3 and 4–9% for Festuca, barley, and tomato, respectively, have been reported (Glinski and Stepniewski, 1990); and values between 1% and 4% for bean have been reported (De Willigen and Van Noordwijk, 1989). Assuming a constant D for all the meristems of O −root the root system, the present2 diffusion model suggests the existence of a unique maximum respiration rate value MR . This corresponds to a potential for R in the root root meristem tissues. An unique potential R has still to be root confirmed by different measurements on other plants. In theory, this would depend on plant species and environmental conditions, such as temperature. For the 15-d-old plants, a unique potential R would also indicate that root the activities in all meristematic zones in aerobic conditions were not limited by the carbohydrate supply. This could have resulted from the presence of cotyledons and the slow development of the plants in agar gel. Respiration of root meristems 765 These reasons cannot explain, however, the differences in growth rate between meristems, resulting mainly from their size. It may be assumed that differences in growth rates are due to competition for carbohydrates: the supply of carbohydrate to a meristem would influence its own diameter. On a short time-scale, both the anatomy and the O tissue diffusion properties of the meristem define 2 aR that could be satisfied if carbohydrate availability root made it possible. When the meristem is supplied by lower carbohydrate availability caused by competition with other organs, a lower respiration rate and a lower mitotic activity could be expected. Consequently, a reduced number of cell ranks could be generated as reported for meristems in vitro ( Feldman and Torrey, 1975; Barlow and Adams, 1989). That may explain daily variation in size of the apical diameter in parallel to photosynthesis activity in vivo for Hevea brasiliensis Müell. Arg. seedlings plant in the phytotron at constant temperature ( Thaler and Pagès, 1996a). This would lead to a kinetic adjustment of the meristem dimensions that minimizes carbohydrate limitation for aerobic metabolism in a larger time-scale. The taproot meristem usually increases its size during the establishment stage on nylon mesh culture with similar [O ] and temperature. The proposed cylindrical model 2 of respiration simulates an increase of total carbohydrate consumption by aerobic metabolism with the increase of the meristem diameter, although the meristem anoxic fraction increases. The size of excised meristems cultivated in vitro was positively correlated with hexose supply, which also governed the complexity of the vascular pattern of the formed axes ( Feldman and Torrey, 1975; Scadeng and MacLeod, 1976). When temperature increases, thinner lateral roots grow faster than the main roots (MacDuff et al., 1986; Gregory, 1986). Growth rate in soybean (Glycine max [L.] Merr.) taproots decreases as temperature increases, whereas lateral growth rate remains steady (McMichael and Quisenberry, 1993). Based on the results presented here, it is suggested that these different responses of root types to temperature may result from the effect of O depletion 2 on meristematic activity. A 10 K increase in temperature slightly affects O diffusion (Renault and Stengel, 1994), 2 whereas root respiration increases exponentially with a Q between 1.5 and 3.0 (Lambers et al., 1996; Sprugel 10 et al., 1994; Amthor, 1989). Consequently, hypoxia within the root may appear and/or increase as temperature increases (Glinski and Stepniewski, 1985). The thinner lateral roots would be expected to be less affected by hypoxia than the wider taproot as temperature increased, and therefore have a greater temperature optimum for elongation. Conclusions As far as is known, this is the first work that describes a map of meristem O consumption for a root system 2 architecture. The experimental procedure and the related device appeared to be adequate for investigating root activity with low disturbing effect for seedling, although it may affect meristem respiration because of [O ] limita2 tion at the root surface. The proposed normalization of the data (i.e. the definition of a normalized root radius equal to the actual radius:square root of the surface [O ] 2 ratio) made it possible to discuss the data, regardless of the actual effect of the agar gel on root respiration. Diffusion of O within the root tissues appeared to be 2 the main limiting factor for meristem respiration. The proposed model of O radial diffusion and consumption 2 within the root tissues was in fairly good quantitative agreement with the experimental data. It enabled an estimatation of a unique O diffusion coefficient and a 2 unique maximum specific respiration rate for all the apical meristems of the root systems studied. Due to the uniqueness of these parameters, using this theoretical approach would also make possible the definition of the minimum [O ] at the root surface to avoid O limitation, 2 2 and the estimation of the meristem respiration rates for roots growing in aerated conditions (i.e. 20% for the O 2 fraction). The uniqueness of these parameters would also suggest that the activity of the central volume of root tissue in anaerobic condition is not limited by the carbohydrate supply. This might be caused by kinetic adjustment of the meristem dimensions to the local carbohydrate supply. Acknowledgements This work was carried out in the Soil Science Unit at INRA, Avignon (France). We thank NP Revsbech ( University of Aarhus, Denmark) and the members of his Laboratory for training one of us in the construction of O microelectrodes. 2 We also thank M Dever of the Language Service, INRA, for reviewing the English version of the manuscript, S Parry for helping to construct O microelectrodes and V Serra for young 2 peach trees cultivation. The authors wish to thank JL Poessel and V Restier (INRA, Avignon) for their advice and help with logistic assistance in preparing the micro-sections, and M Chevalier (INRA, Angers) for microscopy. 766 Bidel et al. Appendix List of symbols Symbol Definition Unit [O ] 2 [O ] 2s dO d 2 r r root r 0 drd dr d root dr d 0 dr d c D O −root D 2 O2−gel R root LR root MR root k Actual O concentration 2 O concentration at the root surface 2 Normalized O concentration 2 Radial position Actual root radius Radius under which anoxia prevails Normalized radial position Normalized root radius Normalized radius under which anoxia prevails Critical normalized radius for anoxia O diffusion coefficient within the root 2 O diffusion coefficient within the agar gel 2 Specific root respiration Root respiration expressed by root length Volumic root respiration when [O ] is not limiting 2 Constant used to describe an hyperbolic decrease of microbial respiration k/r mol m−3 mol m−3 no unit m m m m mol−0.5 m mol−0.5 m mol−0.5 m mol−0.5 m2 s−1 m2 s−1 mol O m−3 2 mol O m−1 2 mol O m−3 2 mol O m−2 2 References Amthor JS. 1989. Respiration and crop productivity. New York: Springer Verlag. Armstrong W. 1979. Aeration in higher plants. In: Woolhoose HWW, ed. Advances in botanical research, Vol 7. London: Academic Press, 225–332. Armstrong W. 1994. Polarographic oxygen electrodes and their use in plant aeration studies. Proceedings of the Royal Society of Edinburgh 102B, 511–527. Armstrong W, Beckett PM. 1985. Root aeration in unsaturated soil: a multi-shelled model of oxygen distribution and diffusion with and without sectorial blocking of the diffusion path. New Phytologist 100, 293–311. Armstrong W, Beckett PM. 1987. Internal aeration and the development of stelar anoxia in submerged root: a multishelled mathematical model combining axial diffusion of oxygen in the cortex with radial losses to the stele, the wall layers and the rhizosphere. New Phytologist 105, 221–245. Armstrong W, Cringle S, Brown M, Greenway H. 1993. A microelectrode study of oxygen distribution in the roots of intact maize seedlings. In: Jackson MB, Black CR, eds. Interacting stresses on plants in a changing climate. NATO ASI Series I; Global Change, Vol. 16, Berlin: SpringerVerlag, 287–304. Armstrong W, Strange ME, Cringle S, Beckett PM. 1994. Microelectrode and modelling study of oxygen distribution in roots. Annals of Botany 74, 287–299. Atger C, Edelin C. 1994. Premières données sur l’architecture comparée des systèmes racinaires et caulinaires. Canadian Journal of Botany 72, 963–975. Atzmon N, Salomon E, Reuveni O, Riov J. 1994a. Lateral root formation in pine seedlings. I. Sources of stimulating and inhibitory substances. Trees, Structures and Functions 8, 268–272. tissue s−1 length s−1 tissue s−1 gel s−1 Atzmon N, Salomon E, Reuveni O, Riov J. 1994b. Lateral root formation in pine seedlings. II. The role of assimilates. Trees, Structures and Functions 8, 273–277. Barlow PW. 1992. The meristem and quiescent centre in cultured root apices of the gib-1 mutant of tomato (Lycopersicon esculentum Mill.). Annals of Botany 69, 533–547. Barlow PW, Adams JS. 1988. Experimental control of cellular patterns in the cortex of tomato roots. In: Loughman BC, Gasparikova O, Kolek J, eds. Structural and functional aspects of transport in roots. Dordrecht: Kluwer Acaemic Publishers, 21–24. Barlow PW, Brain P, Parker JS. 1991. Cellular growth in roots of a gibberelin-deficient mutant of tomato (Lycopersicon esculentum Mill.) and its wild-type. Journal of Experimental Botany 42, 339–351. Barlow PW, Rathfelder EL. 1984. Correlations between the dimensions of different zones of grass root apices, and their implications for morphogenesis and differentiation in roots. Annals of Botany 53, 249–260. Bard A. 1974. Non-linear parameter estimation. New York, USA: Academic Press. Bidel LPR. 1999. Analyse et simulation du développement racinaire en liaison avec la disponibilité en photo-assimilat. PhD thesis, University of Angers, France. Bidel LPR, Mannino MR, Rivière L-M, Pagès L. 1999. Tracing root development using the soft X-ray radiographic method, as applied to young cuttings of Western Red Cedar (Thuja plicata D. Don.). Canadian Journal of Botany 77, 348–360. Bingham IJ, Panico A, Stevenson EA. 1996. Extension rate and respiratory activity in the growth zone of wheat roots: timecourse for adjustments after defoliation. Physiologia Plantarum 98, 201–209. Bingham IJ, Stevenson EA. 1993. Control of root growth: Respiration of root meristems 767 effects of carbohydrates on the extension, branching and rate of respiration of different fractions of wheat roots. Physiologia Plantarum 88, 149–158. Buckingham E. 1904. Contribution to our knowledge of the aeration of soils. USDA Bureau of Soils Bulletin 25. Brouquisse R, James F, Couèe I, Raymond P, Pradet A. 1992. Respiration is controlled by ATP-utilising processes during sugar starvation in excised maize root tips. In: Lambers H, van der Plas LHW, eds. Molecular, biochemical and physiological aspects of plant respiration. The Hague: SPB Academic publishing, 579–586. Cahn MD, Zobel RW, Bouldin DR. 1989. Relationship between root elongation rate and diameter and duration of growth of lateral roots of maize. Plant and Soil 119, 271–279. Cousin I, Porion P, Renault P, Levitz P. 1999. Gas diffusion in a loamy-clay soil: experimental study on a undisturbed soil core and simulation in its three dimensional reconstruction. European Journal of Soil Science 50, 249–259. Crawford RMM. 1982. Physiological responses to flooding. In: Lange DL, Nobel PS, Osmond CB, Zeiger H, eds. Encyclopedia of plant physiology, New series, Vol. 12B. Physiological plant ecology II. Berlin: Springer, 453–477. Crawford RMM, Braendle R. 1996. Oxygen deprivation stress in a changing environment. Journal of Experimental Botany 47, 145–159. Daie J. 1985. Carbohydrate partitioning and metabolism in crops. Horticultural Reviews 7, 69–108. De Willigen P, Van Noordwijk M. 1984. Mathematical models on diffusion of oxygen to and within plant roots, with special emphasis on effects of soil-root contact. I. Derivations of the models. Plant and Soil 77, 215–231. De Willigen P, Van Noordwijk M. 1989. Model calculations on the relative importance of internal longitudinal diffusion for aeration of roots of non-wetland plants. Plant and Soil 113, 111–119. Drew MC. 1997. Oxygen deficiency and root metabolism: injury and acclimation under hypoxia and anoxia. Annual Review of Plant Physiology and Plant Molecular Biology 48, 223–250. Eshel A, Waisel Y. 1996. Multiform and multifunction of various constituents of one root system. In: Waisel Y, Eshel A, Kafakfi U, eds. Plants roots. The hidden half, 2nd edn. New York: Marcel Dekker, 175–192. Ewing MA, Robson AD. 1991. The use of MES buffer in early nodulation studies with annual Medicago species. Plant and Soil 131, 199–206. Feldman LJ, Torrey JG. 1975. The quiescent center and primary vascular tissue pattern formation in cultured roots of Zea. Canadian Journal of Botany 53, 2796–2803. Gahan PB. 1984. Plant histochemistry and cytochemistry: an introduction. London: Academic Press. Gary C, Bertin N, Frossard J-S, Le Bot J. 1998. High mineral contents explain the low construction cost of leaves, stems and fruits of tomato plants. Journal of Experimental Botany 318, 49–57. Gersani M., Sachs T. 1992. Development correlations between roots in heterogeneous environments. Plant, Cell and Environment 15, 463–469. Gibbs J, de Bruxelle G, Armstrong W, Greenway H. 1995. Evidence for anoxic zones in 2–3 mm tips of aerenchymatous maize roots under low O supply. Australian Journal of Plant 2 Physiology 22, 723–730. Glinski J, Stepniewski W. 1985. Soil aeration and its role for plants. Boca Raton, Florida: CRC Press. Glinski J, Stepniewski W. 1990. Influence of soil oxygen supply on root growth and functioning. In: Soil physical conditions and root growth and functions. 3rd Polish-French Colloquium PAN-INRA, Lublin 19–23 October 1987. Warszawa, 7–72. Gregory PJ. 1986. Response to temperature in a stand of pearl millet (Pennisetum typhoides S&H ) 8. Root growth. Journal of Experimental Botany 37, 379–388. Hackett C. 1969. Quantitative aspects of the growth of cereal root systems. In: Whittington WJ, ed. Root growth. London: Butterworth Ltd, 134–147. Hoagland DR, Arnon DI. 1950. The water culture method of growing plants without soil. California Agriculture Experiment Station Circular 347. Højberg O, Sørensen J. 1993. Microgradients of microbial oxygen consumption in a barley rhizosphere model system. Applied Environmental Microbiology 59, 431–437. James F. 1994. Changement métaboliques induits par une carence en glucose dans les pointes racinaires de maı̈s. Caractérisation d’une endopeptidase et régulation de son expression par les sucres. Thesis of Doctorat, University of Bordeaux II. Jaynes DB, Rogowski AS. 1983. Applicability of Fick’s law to gas diffusion. Soil Science Society of America Journal 47, 425–430. Lambers H, Scheunwater I, Atkin OK. 1996. Respiratory patterns in roots in relation to their functioning. In: Waisel Y, Eshel A, Kafakfi U. ed. Plants roots. The hidden half, 2nd edn. New York: Marcel Dekker, 323–365. Macduff JH, Wild A, Hopper MJ, Dhanoa MS. 1986. Effects of temperature on parameters of root growth relevant to nutrient uptake: measurements on oilseed rape and barley growth in flowing nutrient solution. Plant and Soil 94, 321–332. McMichael BL, Quisenberry JE. 1993. The impact of the soil environment on the growth of root systems. Environmental and Experimental Botany 33, 53–61. Ober ES, Sharp RE. 1996. A microsensor for direct measurement of O partial pressure within plant tissues. Journal of 2 Experimental Botany 47, 447–454. Pagès L. 1995. Growth patterns of the lateral roots of young oak (Quercus robur L.) tree seedlings. Relationship with apical diameter. New Phytologist 130, 503–509. Renault P, Stengel P. 1994. Modeling oxygen diffusion in aggregated soils. 1. Anaerobiosis inside the aggregates. Soil Science Society of America Journal 58, 1017–1023. Revsbech NP. 1989. An oxygen microelectrode with a guard cathode. Limnology and Oceanography 34, 474–478. Revsbech NP, Ward DM. 1983. Oxygen microelectrode that is insensitive to medium chemical composition: use in an acid microbial mat dominated by Cyanidium caldanium. Applied Environmental Microbiology 45, 755–759. Rost TL, Jones TJ. 1988. Pea root regeneration after tip excision at different levels: polarity of new growth. Annals of Botany 61, 513–523. Saglio P, Pradet A. 1980. Soluble sugars, respiration, and energy charge during excised maize root tips. Plant Physiology 66, 516–519. Saglio P, Raymond P, Pradet A. 1983. Oxygen transport and root respiration of maize seedlings. Plant Physiology 72, 1035–1039. Saglio P, Rancillac M, Bruzan F, Pradet A. 1984. Critical oxygen pressure for growth and respiration of excised and intact roots. Plant Physiology 76, 151–154. Scadeng DWF, MacLeod RD. 1976. The effect of sucrose concentration on cell proliferation and quiescence in the apical meristem of excised roots of Pisum sativum L. Annals of Botany 40, 947–955. 768 Bidel et al. Schulz A. 1994. Phloem transport and differential unloading in pea seedlings after source and sink manipulations. Planta 192, 239–248. Sierra J, Renault P, Valles V. 1995. Anaerobiosis in saturated soil clods: modeling and experiment. European Journal of Soil Science 46, 519–531. Sprugel DG, Ryan MG, Brooks JR, Vogt KA, Martin TA. 1994. Respiration from organ level to the stand. In: Smith WK, Hinckley TM, eds. Resource physiology of conifers, acquisition, allocation and utilisation. New York: Academic Press, 255–299. Stepniewski W, Zausig J, Przywara G, Horn R. 1998. Oxygen concentration in the primary roots of broadbean, lupin and pea seedlings as measured with a microelectrode. International Agrophysics 12, 87–95. Thaler P, Pagès L. 1996a. Root apical diameter and root elongation rate of rubber seedlings (Hevea brasiliensis Müell. Arg) show parallel responses to photoassimilate availability. Physiologia Plantarum 97, 365–371. Thaler P, Pagès L. 1996b. Periodicity in the development of the root system of young rubber trees (Hevea brasiliensis Müell. Arg.) relationship with shoot development. Plant, Cell and Environment 19, 56–64. Thaler P, Pagès L. 1998. Modelling the influence of assimilate availability on root growth and architecture. Plant and Soil 201, 307–320. Torrey JG. 1957. Auxin control of vascular pattern formation in regenerating pea root meristems grown in vitro. American Journal of Botany 44, 859–870. Torrey JG. 1986. Endogenous and exogenous influences on the regulation of lateral root formation. In: Jackson MB, ed. New root formation in plant cuttings. Dordrecht: Martinus Nijhoff Publishers, 31–66. Torrey JG, Feldman LJ. 1977. The organization and function of the root apex. American Scientist 65, 334–344. Van Noordwijk M, De Willigen P. 1984. Mathematical models on diffusion of oxygen to and within plant roots, with special emphasis on effects of soil-root contact. II. Applications. Plant and Soil 77, 215–231. Varney GT, Canny MJ, McCully ME, Wang XL. 1991. The branch roots of Zea. I. First order branches, their number, sizes and division into classes. Annals of Botany 67, 357–364. Varney GT, McCully ME. 1991. The branch roots of Zea. II. Developmental loss of the apical meristem in field grown roots. New Phytologist 118, 535–546. Webb LW. 1977. Seasonal allocation of photoassimilated carbon in Douglas-fir seedlings. Plant Physiology 60, 320–322. Wightman F, Thimann KV. 1980. Hormonal factors controlling the initiation and development of lateral roots. I. Sources of primordia including substances in the primary root of pea seedlings. Physiologia Plantarum 49, 13–20. Wightman F, Scheinder EA, Thimann KV. 1980. Hormonal factors controlling the initiation and development of lateral roots. II. Effects of exogenous growth factors on lateral root formation in pea roots. Physiologia Plantarum 49, 304–314. Wilcox HE. 1962. Growth studies of the root of incense cendar, Libocedrus decurrens. II. Morphological features of the root system and growth behaviour. American Journal of Botany 49, 237–254. Wilcox HE. 1968. Morphological studies of the root of red pine, Pinus resinosa. I. Growth characteristics and patterns of branching. American Journal of Botany 55, 247–254. Williams JHH, Farrar JF. 1992. Substrate supply and respiratory control. In: Lambers H, Van der Plas LHW, eds. Plant respiration. The Hague: SPB Academic Publishing, 471–475.
© Copyright 2026 Paperzz