[CANCER RESEARCH 47, 140-144, January 1, 1987] Correlation between the Molecular Weight and Potency of Polar Compounds Which Induce the Differentiation of HL-60 Human Promyelocytic Leukemia Cells1 Simon P. Langdon2 and John A. Hickman3 Cancer Research Campaign Experimental Chemotherapy Group, Pharmaceutical Sciences Institute, Aston University, Birmingham B4 7ET, United Kingdom in the expression of certain oncogenes (4-7). These differen tiating agents bring about, in an as yet undefined manner, changes in gene expression and the consequent suppression of the malignant phenotype. Such observations have generated an increasing interest not only in the mechanism whereby such agents change gene expression but also in the potential for the treatment of human cancers by a strategy of noncytotoxic therapy which would promote the terminal differentiation of certain human tumors to a benign state (3, 8, 9). We, and others, have been interested in the mechanisms of action and the development of analogues of the polar solvents, in particular of yVA-dimethylformamide and yV-methylformamide, with the prospect of entering less toxic and more effective compounds into clinical trial (9, 10). A study of the structure-activity relationships in a series of congeners may provide information about the molecular requirements necessary for the induction of differentiation and may give clues as to their mechanism of action, for example, as to whether or not some type of receptor is involved. Collins et al. have shown previously that the in vitro exposure of the HL-60 human promyelocytic leukemia cells to dimethyl sulfoxide, and eight other polar compounds, promoted the appearance of cells which resembled mature, nonproliferating granulocytes (11). We have extended this to a study of the polar solvents related to yvyV-dimethylformamide and have found that all of the compounds tested were capable of inducing the differentiation of HL-60 cells. Additionally, the activity of other polar solvents was examined, for example, methanol, ethanol, and acetone. ABSTRACT Structure-activity studies of a series of polar organic compounds, including V.V-<l¡im-(li\ltormam¡(li\ A'-methylformamide, and related ureas and acetamides, were performed with regard to their ability to promote the terminal differentiation of the human promyelocytic leuke mia cell line HL-60 to granulocyte-like cells. Functional and morpholog ical criteria were used to assess the percentage of differentiated cells which arose from their continuous incubation with different concentra tions of each agent over a period of 96 h. All of the alkylformamides, alkylacetamides, and alkylureas tested were found to induce differentia tion, regardless of structure. Inspection of the results showed that there was a linear relationship (r = —0.937)between the molecular weight of each compound and the logarithm of the concentration which was required to bring about the differentiation of the greatest number of cells, while viability was generally maintained at >85%. Once established, this relationship was used to predict the potency of several polar solvents which were structurally unrelated to the formamides. For example, methanol, ethanol, and acetone were all inducers of differentiation with a potency predictable from their molecular weight alone. The terminal differentiation induced by all of the compounds was only accomplished by cells which were capable of replication prior to differentiation. At concentrations which prevented a single replication and brought about a fall in cell viability over 96 h, no differentiation was observed. A corre lation was observed between the molecular weight of each compound and the logarithm of its concentration to bring about cytotoxicity without differentiation (r = —0.935),and the line was almost parallel to that defining the concentration required for optimal differentiation (slope values of -0.02126 and -0.02288). A poorer (r = -0.6654) correlation was found between the logarithm of the octanol-water partition coefficient and the logarithm of the concentration required for optimal differentia tion, when the data for 12 of the polar organic compounds were analyzed. The results suggest that no special structural requirements are necessary for the alkylformamides, -acetamides, -ureas, and related compounds to induce the terminal differentiation of HL-60 cells to granulocyte-like cells, but that the activity of each compound could be predicted from their molecular weight. The concentrations required to induce differentia tion were marginally lower than those which were cytostatic or cytotoxic, which suggested that a toxic threat to the cells was sufficient to induce differentiation. Retrospective analysis of a wide variety of compounds which have been reported to induce the differentiation of HL-60 cells revealed that, up to a molecular weight of approximately 400, a significant (P = 0.0182) but poorer correlation (r = -0.665) existed for the relation ship between molecular weight and the logarithm of the concentration which induced optimal differentiation. MATERIALS AND METHODS Culture of HL-60 Cells. HL-60 human promyelocytic leukemia cells were provided by Dr Geoffrey Brown, Birmingham University, United Kingdom, and were maintained in UI'M I Medium 1640 supplemented with 10% fetal calf serum (Gibco, Glasgow, Scotland), at 37°C,5% COj, 100% humidity. Cells were routinely maintained in logarithmicphase growth between 2 x IO4 and 1 x 10' cells/ml by biweekly subculture in 10-ml flasks and had a doubling time of approximately 28 h. Cells were counted by a Coulter Counter Model ZBI cell counter or hemocytometer, and viability was assessed by the exclusion of a 0.1 % solution of trypan blue. Assessment of Differentiation. A biochemical and a functional assay were used to assess the percentage of cells which had undergone differentiation to granulocyte-like cells. HL-60 cells which when differ entiated were potentially capable of producing Superoxide aniónwere incubated at 10* cells/ml for 0.5 h at 37°Cwith l mg/ml NBT4 and 12-O-tetradecanoylphorbol-13-acetate (5 Mg/ml) in PBS. Positive cells contained intracellular, black formazan granules and were assessed by light microscopy. Cells which were functionally capable of performing phagocytosis of rabbit complement-coated yeast cells were assessed by the method of Shaala et al. (12). Induction of Differentiation. Five x IO4 HL-60 cells/ml were incu INTRODUCTION A number of antiproliferative drugs and chemical com pounds, such as the polar solvents dimethyl sulfoxide and NJVdimethylformamide, are able to promote the terminal differ entiation of certain malignant cell lines in vitro (1-3). In some cases the induction of differentiation has coincided with a fall Received 1/21/86; revised 6/30/86; accepted 9/30/86. The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact. 1Supported by Grant SP 1518 from the Cancer Research Campaign. 1 Present address: ICRF Medical Oncology Unit, Western General Hospital, Edinburgh EH4 2XU, Scotland. 3To whom requests for reprints should be addressed. bated continuously with each compound (see Fig. 1) for 4 days. The cells were counted every 48 h, and after 96 h the percentage of viability 4 The abbreviations used are: NBT, nitrobluetetrazolium; PBS, phosphatebuffered saline (0.2 g KC1, 0.2 g KH2PO4, 8 g NaCl, and 2.2 g NaHPO4 7H2O per liter). 140 Downloaded from cancerres.aacrjournals.org on June 16, 2017. © 1987 American Association for Cancer Research. DIFFERENTIATION OF HL-60 CELLS BY SOLVENTS and differentiation were assessed. All experiments were repeated at least 3 times. Partition Coefficients. Octanol-water partition coefficients were de termined by dissolution of each compound, approximately 20 ¿/I. in 5 ml of PBS to which were added 5 ml of octanol. The mixture was vortexed for 5 min and then centrifugea at 9000 x g for 2 min, a process which ensured the separation of emulsions. Samples were taken in duplicate from the aqueous and octanol phases and diluted 10-fold with acetone containing dimethylacetamide (or ¿V-methylformamide when the partition coefficient of dimethylacetamide was determined) as internal standard. The concentration was determined by gas-liquid chromatography, as described previously (16). Experimental results were validated by repetition of the experiment under conditions where the compound was first added to the octanol. Total recovery from the two phases was complete in all experiments. Compounds. Compounds were synthesized in our laboratories (13) or were purchased from British Drug Houses (Poole, United Kingdom) or Aldrich Chemical Company (Gillingham, United Kingdom). Statistical Analyses. Simple regression analysis was performed by the use of a Statsgraphics computer program purchased from STSC, Inc., Rockville, MD. RESULTS The concentration of each compound which gave "optimal" differentiation was first determined. The optimum was that concentration which allowed a maximum percentage of cells to express both biochemical and functional characteristics of dif ferentiation (which in the untreated cells was <5%) while gen erally retaining a viability of >85% as assessed by the exclusion of trypan blue. Fig. 1 illustrates this with regard to the effects of ethanol: an optimum of 1.25% (v/v, 213 HIM)gave a maxi mum of 75% NBT-positive cells, and 69% of cells were capable of phagocytosis, while viability was 90%. The optimal concen tration for differentiation was similarly defined for all of the compounds (see legend to Fig. 2). The actual value for the percentage of cells which underwent differentiation at the op timum was variable according to each compound, an observa tion common to all such studies (11, 14, 15) (Table 1). All of the compounds, with the exception of formamide and urea, were able, at the optimum, to induce between 50 and 90% of the cells to differentiate. This variability is discussed further below. Some compounds, for example, i-butylformamide, did not allow the maintenance of viability >80%, and the optimum was taken at the point of minimum toxicity. The relationship between the logarithm of the optimum concentration for each compound and its molecular weight is shown in Fig. 2A. Anal ysis of the data for these 17 compounds by simple regression analysis shows the regression line to have a slope of -0.02288, % 100 cells 80 60 40 20 0.5 1.0 1.5 2.0 % ethanol v/v Fig. 1. Biochemical and functional measurements of differentiation and via bility of HL-60 cells after treatment with various concentrations of ethanol for 96 li. O, viability; D, production of Superoxide anión(NBT positive); •functional phagocytosis. Points, mean; bars, SE. intercept 3.573, and a correlation coefficient (r) of —0.937.An original line was drawn, using the data from experiments with the formamides, ureas, and acetamides, which allowed predic tion of the potencies of the activity of the solvents methanol, ethanol, and acetone. The commonly used inducer of differen tiation, dimethyl sulfoxide (M, 78), is not shown on Fig. 2A but, in common with others, we find an optimum differentiation concentration of 180 mM (log = 2.26), which fits the regression line (see "Discussion"). All of the compounds used (see legend to Fig. 2A) were ultimately cytostatic and, at higher concentrations, were cytotoxic to HL-60 cells, when used at concentrations greater than the optimum required to induce differentiation. Daily estima tions of cell numbers showed that those cells which had begun to differentiate by 96 h had undergone at least one doubling. Fig. 3 illustrates, as an example, the dose-response curve for the effects of ethanol on cell replication, viability, and differ entiation. A relationship between the logarithm of the concen tration of each compound which caused cytotoxicity and/or cytostasis (i.e.. no doubling in cell numbers from the initial density of 5 x 10" HL-60 cells/ml, with a loss of cell viability at 48 h and no indication of differentiation) and molecular weight produced, by simple regression analysis, a line which, within experimental error, was almost parallel to that for dif ferentiation (Fig. 2B). This line had a slope of —0.02126, an intercept of 3.658, and a correlation coefficient (r) of —0.935. Determination of the octanol-water partition coefficients of 12 of the compounds and simple regression analysis of the relationship between the logarithm of the concentration to bring about optimal differentiation and the logarithm of the partition coefficient gave the relationship shown in Fig. 4. The regression line has a slope of -0.0145, intercept 1.501, and a correlation coefficient of —0.6654.When regression analysis of these same 12 compounds was run as in Fig. 2.1, that is, for the relationship between logarithm of the concentration to bring about optimal differentiation and their molecular weight, the line had a slope of—0.0213, intercept 3.369, and correlation coefficient —0.851. DISCUSSION Continuous incubation of HL-60 cells with a variety of polar compounds of the alkylformamide, -acetamide, and -urea class brought about cellular differentiation of the HL-60 leukemia in all cases (Fig. 2A). No structural requirements existed for this activity. For example, there was no requirement as to the size of the alkyl groupings, or their number, or whether formamides, acetamides, or ureas were used. This contrasts strongly with the structure-activity studies which we have performed with these compounds using a murine tumor model in vivo for the measurement of antitumor effect (13, 16), and it suggests that the singular activity of A'-methylformamide against the murine models may not be related to the effects on differentiation observed here. This supposition is additionally supported by arguments derived from pharmacokinetic data; in the mouse, maximum plasma levels of about 7 mM are obtainable at a dose of 400 mg/kg, which proved to be an optimal antitumor dose (17), yet in vitro, in order to achieve any measure of differentia tion, a concentration of greater than 100 mM was required for a minimum of 24 h,5 and the compound was optimally active at a concentration of 180 mM for 96 h (Table 1). The observation that there appears to be no structural re quirement for the activity of these agents resembles the findings s S. P. Langdon, F. M. Deane, and J. A. Hickman, unpublished observation. 141 Downloaded from cancerres.aacrjournals.org on June 16, 2017. © 1987 American Association for Cancer Research. DIFFERENTIATION Fig. 2. I. relationship between molecular weight and the logarithm of the concentration of each agent required to promote optimal terminal differentiation (see "Materials and Methods"). /, methanol: 2, formamide: 3. ethanol; 4, acetone; 5, acetamide; 6, /V-methylformamide; 7, urea; 8, AVV-dimethylformamide; 9. A'-ethylformamide; 10, /V-methylacetamide; //, iVjv-dimethylacetamide; 12, 1,1dimethylurea: 13, 1,3-dimethylurea; 14, r-butylformamide; 15, diethylformamide; 16, diethylacetamide; 17, tetramethylurea. Correla tion coefficient r = -0.937. B, relationship between molecular weight and the concentra tion of compounds outlined in A above, which prevent a single doubling of 5 x IO4 HL-60 cells/ml, without induction of differentiation. Correlation coefficient r = -0.935. OF HL-60 CELLS BY SOLVENTS log. optimal 3 concentration for differentiation (mMI 102« 31 • concentration29 7m 3« bf imMI4* 6* 212«10« 8* 21Mlog. 5¿3» 46» „9* for cytostasis 12«10* .¡;'11«-30 13* '3j 15«16* 117»1 i l 5090molecular 70 i 90 iDr 110 30 50 weight 70 molecular weight•16«17«I110 Table 1 Percentage of differentiation of HL-60 cells induced by various compounds The percentage of differentiated cells at 96 h was assessed by production of Superoxide anión and the capability to phagocytose yeast observed at the optimal differentiation concentration (see "Materials and Methods"). of viability of NBT positive concentration no. phagocytosis h°98±2C66 at 96 h*072 at 96 at96h*068 h)7.3(at 96 CompoundNoneMethanolFormamideEthanolAcetoneAcetamidejV-MethylformamideUrea/VyV-Dimethylformamide/V-EthylformamideA'-Methylacetamide/vyV-Dimethylacetamide (mm)625400213138250180300100100252050254025105Cell 10s1.8 ±1.7 x I0!1.0 ±0.1 x ±367 ±640 ±622 IO32.6 ±0.3 x ±890 1275 ± ±569 IO52.2 ±0.3 x 172± 1074 ± ±767 10*1.9 ±0.4 x ±991 ±482 ±374 10*1.6 ±0.5 x ±691 ±385 ±770 10'3.3 ±0.5 x ±395 ±511 ±315±670 IO51.7 ±0.4 x ±494 ±485 10*1.6±0.5x ±0.3 x ±396 173± ±650 IO52.1 ±289 1266 ± ±955 10*1.2 ±0.2 x 177± ±351 1840 ± 10'1.8 ±0.6 x ±985 1566 ± ±2160 IO51.9 ±0.3 x 1390 ± 1767 ± 1868 ± 10*8.3 ±0.5 x ±2465 ±857 ±847 IO42.5 ±1.8 x ±887 ±967 1840 ± 10'1.8 ±0.8 x ±685 1576 ± 14ND*59 ± 10*2.6 ±0.9 x ±594 ±468 ±0.6 x 10*% ±3% ±IS%o( ±13 " Assessed by exclusion of trypan blue. * See "Materials and Methods" for details. ' Mean ±SE(n = minimum of 3 experiments). Initial cell number, 5 ±0.3 x IO4at 0 h. * ND, not done. cells/ml «v 3.0 • 1 •2 •5 log. 2-° • 8 optimal concentration for differentiation (mM) 10s 10 • • ' •15 •16 1.0 •17 48 96 Hours Fig. 3. Effect of various concentrations of ethanol on the growth, viability, and differentiation of HL-60 cells. Numbers in parentheses, viability; percentage of NBT-positive cells indicated at 96 h. •,342 mM; O, 256 mM; A, 213 HIM;A, 171 HIM:•.128 mM. of a similar study of a series of amides which were screened for their ability to promote the terminal differentiation of the Friend murine erythroleukemia cell line in vitro (14, 15). In spection of our data, however, suggested that a relationship existed between the logarithm of the in vitro concentration which was required to give optimal differentiation and its -LO o +1.0 Log Pon nyo Fig. 4. Relationship between the logarithm of the octanol-water partition coefficient of compounds (key in legend to Fig. 2) and the logarithm of the concentration of each agent required to promote optimal differentiation. Corre lation coefficient r = -0.6654. molecular weight (Fig. 2A), and once established we were able to predict the optimum concentration of related compounds as inducers of terminal differentiation. The activity of compounds which were structurally unrelated to the amides and ureas, such 142 Downloaded from cancerres.aacrjournals.org on June 16, 2017. © 1987 American Association for Cancer Research. DIFFERENTIATION OF HL-60 CELLS BY SOLVENTS as methanol and ethanol, was also predicted in this way, solely by reference to their molecular weight. Although excellent dose-response relationships existed for each compound, so as to give an optimum concentration for differentiation, the relationship was such as to generate steep dose-response curves (e.g., Fig. 1) from which it can be seen that, to a degree, there is an element of estimation regarding the precise value of the optimum. Whether this is a satisfactory explanation for the variation between each compound regarding the percentage of cells observed to differentiate (Table 1) re mains to be established. For example, formamide consistently induced only a small percentage of cells to differentiate, despite attempts to assay for increases in differentiation when small incremental increases in formamide concentrations were made. We are currently investigating the basis of this variability in potency and believe it to be an inherent property of some of the molecules rather than an artifact of the assay system. Schwartz et al. have noted that a rough classification of the comparative potency of inducers can be made so as to classify them as "partial" or "strong" inducers (18). From the data in Table 1, we consider all compounds except urea and formamide to be strong inducers, the variability in potency of which largely depends on the problem of estimating the optimum concentra tion, as discussed above. Urea and formamide may be partial inducers either because they alone lack alkyl groupings or, possibly, because they are more easily metabolized by the cell, in comparison to their alkyl derivatives. Rovera and Surrey (19) classified inducers of the differentiation of Friend erythroleukemia cells into three groups according to their cross-resistance patterns. They noted that the polar solvents, hypoxanthine and 6-thioguanine, belonged to one class, but, like our results with HL-60 cells, they found that the actual percentage of cells which underwent differentiation in response to these agents, as measured by the induction of hemoglobin synthesis, varied from compound to compound. The finding of a relationship between the molecular weight of polar compounds and the optimum concentration required to induce HL-60 cell differentiation suggested that a simple physicochemical property of these molecules may be important for their pharmacological effect. Such a hypothesis parallels that for the action of the general anesthetics, where activity increased roughly in proportion to partition coefficient (re viewed in Ref. 20). We investigated the octanol-water partition coefficients for the compounds used in the present study but found a poorer correlation (r = —0.6654) with the optimal concentration required for differentiation (Fig. 4) when com pared to the correlation coefficient for the data which relates the logarithm of optimum concentration for differentiation to molecular weight (r= —0.851).Although a correlation has been reported, for some of the molecules used here, between their molecular weight and their diffusion coefficients across biolog ical membranes (21-23) it is unlikely that diffusion coefficient plays a role in the induction of differentiation because the compounds are present continuously for 96 h, a time in which equilibrium of distribution would have been established for each compound (24). In experiments with A'-methylformamide, un der the conditions used here to obtain optimal differentiation, the minimum time required to induce commitment of the cells to differentiation was 26 h and, using I4C /V-methylformamide, this was found to be a time sufficient for the compound diffuse into the cell and reach equilibrium.5 to Despite the fact that we cannot rationalize, in mechanistic terms, the relationship between the logarithm of the concentra tion required for a variety of polar compounds to induce opti mum differentiation and their molecular weight, the relation ship is revealing in that it allows prediction of an active concen tration and also suggests to us that a specific receptor for each molecule is an unlikely proposition. It additionally shows that, for efficacy in this series, an increase in molecular weight is advantageous. We have investigated, retrospectively, whether this relationship holds for different types of compounds which induce the differentiation of HL-60 cells (Fig. 5). Not surpris ingly, since the data are taken from a number of studies which have used conditions rather different from those described here by us (reviewed in Ref. 24) and since many of these disparate, higher molecular weight compounds have a very much more complex chemistry, the relationship is not as good as with the small molecular weight polar compounds (see Fig. 2). Never theless, up to a molecular weight of about 400 (Compounds 1 to 12 in Fig. 5) there appears to be a trend relating activity to molecular weight: regression analysis gives a slope of —0.0144 with a probability level of 0.0182; intercept 1.501; and corre lation coefficient of—0.6654. The line drawn through the points in Fig. 5 represents the line derived from the data of Fig. 2, i.e., for the polar compounds (y = - 0.02288* + 3.573). Clearly, some compounds fall quite far from this line (particularly cyclic AMP), and above a molecular weight of 400 the line reaches a plateau. The significance of this sudden break point is unclear. HL-60 cells have been reported to undergo terminal differ entiation to granulocytic cells in response to a wide variety of compounds in addition to the polar solvents, such as antimetabolites, anthracyclines, and retinoids (25-27). The question arises as to how agents as disparate as methotrexate (26) and tunicamycin (28) may bring about the common end-point of HL-60 cell differentiation. One property showed by all of these agents, including the polar compounds used here, is that they are cytotoxic and/or cytostatic. Our data clearly show (Fig. 2) •10 log. optimal concentration for -4 differentiation (mM) •6 «14 1213 15 16 • 17 8 -10 -12 •14 100 200 300 400 500 600 700 molecular weight 800 12001255 Fig. 5. Retrospective analysis of the relationship between the logarithm of the concentration of compounds reported (25) to induce the differentiation of HL-60 cells and their molecular weight. /, sodium butyrate; 2, hypoxanthine; 3, 6mercaptopurine; 4, ethionine; 5, 6-thioguanine; 6, hexamethylenebisacetamide; 7, 5-deazauridine; S, retinoic acid; 9. bromodeoxyuridine; 10, cyclic 3',5'-adenosine monophosphate; //, prostaglandin E2; 12, 1,25-dihydroxyvitamin D; 13, methotrexate; 14, dibutyryl-3',5'-adenosine monophosphate; 15, 12-O-tetradecanoylphorbol-13-acetate; 16, aclacinomycin A; 17, actinomycin D. Correlation coefficient for Compounds 1 to 12 r = -0.665. , that derived from the data in Fig. 2A, i.e., y = -0.02288* + 3.573. 143 Downloaded from cancerres.aacrjournals.org on June 16, 2017. © 1987 American Association for Cancer Research. DIFFERENTIATION OF HL-60 CELLS BY SOLVENTS that differentiation induced by the polar compounds occurs at a concentration of agent which is marginally, and a nearly constant fraction (0.9768, comparing intercepts), below that which brings about cytotoxicity. It has been argued that the events of differentiation and cytotoxicity need not be related (1,3). However, while it is true that the toxicity of drugs to HL-60 cells need not be associated with differentiation, for example, Adriamycin and 6-thioguanine are toxic but have been reported not to induce differentiation (27, 29), the converse does not appear to be true. When an agent, under whatever conditions, is able to induce differentia tion it does so at concentrations just below that required to prevent cell replication and to induce cell death. Our results suggest that granulocyte-like differentiation of HL-60 cells by polar compounds may only depend upon the compound, irre spective of its structure, bringing about events which are bor derline to cytotoxicity. What these events are remains unclear. It is our current premise that an adaptive response of some type may be induced, perhaps by a multitude of mechanisms, in response to different toxic threats, and that this response cul minates in changes of gene expression leading to terminal differentiation. Preliminary evidence5 suggests that the induc tion of thermotolerance may be one such change, and we are actively investigating the relationships between such "stress" 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. responses and differentiation. 18. ACKNOWLEDGMENTS 19. 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