Steven W. Paugh
Steven W. Paugh has a total of 205 co-authors. Here are the top co-authors by number of shared publications:
Sheldon Milstien
‡Department of Biochemistry and Molecular Biology and the Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia 23298, the ∥National Institute of Mental Health, Bethesda, Maryland 20892, the §Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Kraków 30–387, Poland, and ¶Elan Pharmaceuticals, South San Francisco, California 94080
9 shared publicationsSarah Spiegel
‡Department of Biochemistry and Molecular Biology and the Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia 23298, the ∥National Institute of Mental Health, Bethesda, Maryland 20892, the §Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Kraków 30–387, Poland, and ¶Elan Pharmaceuticals, South San Francisco, California 94080
7 shared publicationsDmitri Kapitonov
‡Department of Biochemistry and Molecular Biology and the Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia 23298, the ∥National Institute of Mental Health, Bethesda, Maryland 20892, the §Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Kraków 30–387, Poland, and ¶Elan Pharmaceuticals, South San Francisco, California 94080
5 shared publications- Charles G. Mullighan
St Jude Children's Research Hospital, Memphis, Tennessee, United States
4 shared publications - Sarah Spiegel
Department of Cellular, Molecular and Genetic Medicine and the Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, VA, 23298, USA
4 shared publications Barbara S. Paugh
Department of Biochemistry and Molecular Biology, Virginia Commonwealth University, Richmond, Virginia 23298, USA
3 shared publications
Latest Publications
- Open Access
- 9 November 2020
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 130 (12) , 6600-6615
Pharmacogenomics of intracellular methotrexate polyglutamates in patients’ leukemia cells in vivo
BACKGROUND. Interpatient differences in the accumulation of methotrexate’s active polyglutamylated metabolites (MTXPGs) in leukemia cells influence its antileukemic effects. METHODS. To identify genomic and epigenomic and patient variables determining the intracellular accumulation of MTXPGs, we measured intracellular MTXPG levels in acute lymphoblastic leukemia (ALL) cells from 388 newly diagnosed patients after in vivo high-dose methotrexate (HDMTX) (1 g/m2) treatment, defined ALL subtypes, and assessed genomic and epigenomic variants influencing folate pathway genes (mRNA, miRNA, copy number alterations [CNAs], SNPs, single nucleotide variants [SNVs], CpG methylation). RESULTS. We documented greater than 100-fold differences in MTXPG levels, which influenced its antileukemic effects (P = 4 × 10–5). Three ALL subtypes had lower MTXPG levels (T cell ALL [T-ALL] and B cell ALL [B-ALL] with the TCF3-PBX1 or ETV6-RUNX1 fusions), and 2 subtypes had higher MTXPG levels (hyperdiploid and BCR-ABL like). The folate pathway genes SLC19A1, ABCC1, ABCC4, FPGS, and MTHFD1 significantly influenced intracellular MTXPG levels (P = 2.9 × 10–3 to 3.7 × 10–8). A multivariable model including the ALL subtype (P = 1.1 × 10–14), the SLC19A1/(ABCC1 + ABCC4) transporter ratio (P = 3.6 × 10–4), the MTX infusion time (P = 1.5 × 10–3), FPGS mRNA expression (P = 2.1 × 10–3), and MTX systemic clearance (P = 4.4 × 10–2) explained 42% of the variation in MTXPG accumulation (P = 1.1 × 10–38). Model simulations indicated that a longer infusion time (24 h vs. 4 h) was superior in achieving higher intracellular MTXPG levels across all subtypes if ALL. CONCLUSIONS. These findings provide insights into mechanisms underlying interpatient differences in intracellular accumulation of MTXPG in leukemia cells and its antileukemic effects FUNDING. THE National Cancer Institute (NCI) and the Institute of General Medical Sciences of the NIH, the Basque Government Programa Posdoctoral de Perfeccionamiento de Personal Investigador doctor, and the American Lebanese Syrian Associated Charities (ALSAC).
- 9 November 2020
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 130 (12) , 6600-6615
Open AccessPharmacogenomics of intracellular methotrexate polyglutamates in patients’ leukemia cells in vivo
BACKGROUND. Interpatient differences in the accumulation of methotrexate’s active polyglutamylated metabolites (MTXPGs) in leukemia cells influence its antileukemic effects. METHODS. To identify genomic and epigenomic and patient variables determining the intracellular accumulation of MTXPGs, we measured intracellular MTXPG levels in acute lymphoblastic leukemia (ALL) cells from 388 newly diagnosed patients after in vivo high-dose methotrexate (HDMTX) (1 g/m2) treatment, defined ALL subtypes, and assessed genomic and epigenomic variants influencing folate pathway genes (mRNA, miRNA, copy number alterations [CNAs], SNPs, single nucleotide variants [SNVs], CpG methylation). RESULTS. We documented greater than 100-fold differences in MTXPG levels, which influenced its antileukemic effects (P = 4 × 10–5). Three ALL subtypes had lower MTXPG levels (T cell ALL [T-ALL] and B cell ALL [B-ALL] with the TCF3-PBX1 or ETV6-RUNX1 fusions), and 2 subtypes had higher MTXPG levels (hyperdiploid and BCR-ABL like). The folate pathway genes SLC19A1, ABCC1, ABCC4, FPGS, and MTHFD1 significantly influenced intracellular MTXPG levels (P = 2.9 × 10–3 to 3.7 × 10–8). A multivariable model including the ALL subtype (P = 1.1 × 10–14), the SLC19A1/(ABCC1 + ABCC4) transporter ratio (P = 3.6 × 10–4), the MTX infusion time (P = 1.5 × 10–3), FPGS mRNA expression (P = 2.1 × 10–3), and MTX systemic clearance (P = 4.4 × 10–2) explained 42% of the variation in MTXPG accumulation (P = 1.1 × 10–38). Model simulations indicated that a longer infusion time (24 h vs. 4 h) was superior in achieving higher intracellular MTXPG levels across all subtypes if ALL. CONCLUSIONS. These findings provide insights into mechanisms underlying interpatient differences in intracellular accumulation of MTXPG in leukemia cells and its antileukemic effects FUNDING. THE National Cancer Institute (NCI) and the Institute of General Medical Sciences of the NIH, the Basque Government Programa Posdoctoral de Perfeccionamiento de Personal Investigador doctor, and the American Lebanese Syrian Associated Charities (ALSAC).
- 1 June 2015
- Published by Elsevier in Clinical Lymphoma Myeloma and Leukemia
- Vol. 15, S177
Germline exome variation in children with acute lymphoblastic leukemia (ALL): Preliminary Findings
- 1 June 2015
- Published by Elsevier in Clinical Lymphoma Myeloma and Leukemia
- Vol. 15, S177
Germline exome variation in children with acute lymphoblastic leukemia (ALL): Preliminary Findings
- Open Access
- 4 May 2015
- Published by Springer Nature in Nature Genetics
- Vol. 47 (6) , 607-614
NALP3 inflammasome upregulation and CASP1 cleavage of the glucocorticoid receptor cause glucocorticoid resistance in leukemia cells
William Evans and colleagues find that the proinflammatory genes CASP1 and NLRP3 are expressed at higher levels in primary acute lymphoblastic leukemia cells that are resistant than in those that are sensitive to glucocorticoid treatment. They find that CASP1 mediates glucocorticoid resistance through cleavage of the glucocorticoid receptor. Glucocorticoids are universally used in the treatment of acute lymphoblastic leukemia (ALL), and resistance to glucocorticoids in leukemia cells confers poor prognosis. To elucidate mechanisms of glucocorticoid resistance, we determined the prednisolone sensitivity of primary leukemia cells from 444 patients newly diagnosed with ALL and found significantly higher expression of CASP1 (encoding caspase 1) and its activator NLRP3 in glucocorticoid-resistant leukemia cells, resulting from significantly lower somatic methylation of the CASP1 and NLRP3 promoters. Overexpression of CASP1 resulted in cleavage of the glucocorticoid receptor, diminished the glucocorticoid-induced transcriptional response and increased glucocorticoid resistance. Knockdown or inhibition of CASP1 significantly increased glucocorticoid receptor levels and mitigated glucocorticoid resistance in CASP1-overexpressing ALL. Our findings establish a new mechanism by which the NLRP3-CASP1 inflammasome modulates cellular levels of the glucocorticoid receptor and diminishes cell sensitivity to glucocorticoids. The broad impact on the glucocorticoid transcriptional response suggests that this mechanism could also modify glucocorticoid effects in other diseases.
- 4 May 2015
- Published by Springer Nature in Nature Genetics
- Vol. 47 (6) , 607-614
Open AccessNALP3 inflammasome upregulation and CASP1 cleavage of the glucocorticoid receptor cause glucocorticoid resistance in leukemia cells
William Evans and colleagues find that the proinflammatory genes CASP1 and NLRP3 are expressed at higher levels in primary acute lymphoblastic leukemia cells that are resistant than in those that are sensitive to glucocorticoid treatment. They find that CASP1 mediates glucocorticoid resistance through cleavage of the glucocorticoid receptor. Glucocorticoids are universally used in the treatment of acute lymphoblastic leukemia (ALL), and resistance to glucocorticoids in leukemia cells confers poor prognosis. To elucidate mechanisms of glucocorticoid resistance, we determined the prednisolone sensitivity of primary leukemia cells from 444 patients newly diagnosed with ALL and found significantly higher expression of CASP1 (encoding caspase 1) and its activator NLRP3 in glucocorticoid-resistant leukemia cells, resulting from significantly lower somatic methylation of the CASP1 and NLRP3 promoters. Overexpression of CASP1 resulted in cleavage of the glucocorticoid receptor, diminished the glucocorticoid-induced transcriptional response and increased glucocorticoid resistance. Knockdown or inhibition of CASP1 significantly increased glucocorticoid receptor levels and mitigated glucocorticoid resistance in CASP1-overexpressing ALL. Our findings establish a new mechanism by which the NLRP3-CASP1 inflammasome modulates cellular levels of the glucocorticoid receptor and diminishes cell sensitivity to glucocorticoids. The broad impact on the glucocorticoid transcriptional response suggests that this mechanism could also modify glucocorticoid effects in other diseases.
- Top Cited Papers
- 1 August 2012
- Published by Elsevier in Cancer Cell
- Vol. 22 (2) , 153-166
Genetic Alterations Activating Kinase and Cytokine Receptor Signaling in High-Risk Acute Lymphoblastic Leukemia
- 1 August 2012
- Published by Elsevier in Cancer Cell
- Vol. 22 (2) , 153-166
Top Cited PapersGenetic Alterations Activating Kinase and Cytokine Receptor Signaling in High-Risk Acute Lymphoblastic Leukemia
- Top Cited PapersOpen Access
- 20 June 2012
- Published by Springer Nature in Nature
- Vol. 488 (7409) , 43-48
Novel mutations target distinct subgroups of medulloblastoma
Medulloblastoma is a malignant childhood brain tumour comprising four discrete subgroups. Here, to identify mutations that drive medulloblastoma, we sequenced the entire genomes of 37 tumours and matched normal blood. One-hundred and thirty-six genes harbouring somatic mutations in this discovery set were sequenced in an additional 56 medulloblastomas. Recurrent mutations were detected in 41 genes not yet implicated in medulloblastoma; several target distinct components of the epigenetic machinery in different disease subgroups, such as regulators of H3K27 and H3K4 trimethylation in subgroups 3 and 4 (for example, KDM6A and ZMYM3), and CTNNB1-associated chromatin re-modellers in WNT-subgroup tumours (for example, SMARCA4 and CREBBP). Modelling of mutations in mouse lower rhombic lip progenitors that generate WNT-subgroup tumours identified genes that maintain this cell lineage (DDX3X), as well as mutated genes that initiate (CDH1) or cooperate (PIK3CA) in tumorigenesis. These data provide important new insights into the pathogenesis of medulloblastoma subgroups and highlight targets for therapeutic development.
- 20 June 2012
- Published by Springer Nature in Nature
- Vol. 488 (7409) , 43-48
Top Cited PapersOpen AccessNovel mutations target distinct subgroups of medulloblastoma
Medulloblastoma is a malignant childhood brain tumour comprising four discrete subgroups. Here, to identify mutations that drive medulloblastoma, we sequenced the entire genomes of 37 tumours and matched normal blood. One-hundred and thirty-six genes harbouring somatic mutations in this discovery set were sequenced in an additional 56 medulloblastomas. Recurrent mutations were detected in 41 genes not yet implicated in medulloblastoma; several target distinct components of the epigenetic machinery in different disease subgroups, such as regulators of H3K27 and H3K4 trimethylation in subgroups 3 and 4 (for example, KDM6A and ZMYM3), and CTNNB1-associated chromatin re-modellers in WNT-subgroup tumours (for example, SMARCA4 and CREBBP). Modelling of mutations in mouse lower rhombic lip progenitors that generate WNT-subgroup tumours identified genes that maintain this cell lineage (DDX3X), as well as mutated genes that initiate (CDH1) or cooperate (PIK3CA) in tumorigenesis. These data provide important new insights into the pathogenesis of medulloblastoma subgroups and highlight targets for therapeutic development.
- 1 December 2010
- Published by Wolters Kluwer Health in Current Opinion in Pediatrics
- Vol. 22 (6) , 703-710
Pharmacogenomics in pediatric leukemia
Purpose of review The therapeutic index of many medications, especially in children, is very narrow with substantial risk for toxicity at doses required for therapeutic effects. This is particularly relevant to cancer chemotherapy, when the risk of toxicity must be balanced against potential suboptimal (low) systemic exposure that can be less effective in patients with higher rates of drug clearance. The purpose of this review is to discuss genetic factors that lead to interpatient differences in the pharmacokinetics and pharmacodynamics of these medications. Recent findings Genome-wide agonistic studies of pediatric patient populations are revealing genome variations that may affect susceptibility to specific diseases and that influence the pharmacokinetic and pharmacodynamic characteristics of medications. Several genetic factors with relatively small effect may be combined in the determination of a pharmacogenomic phenotype and considering these polygenic models may be mandatory in order to predict the related drug response phenotypes. These findings have potential to yield new insights into disease pathogenesis, and lead to molecular diagnostics that can be used to optimize the treatment of childhood cancers. Summary Advances in genome technology, and their comprehensive and systematic deployment to elucidate the genomic basis of interpatient differences in drug response and disease risk, hold great promise to ultimately enhance the efficacy and reduce the toxicity of drug therapy in children.
- 1 December 2010
- Published by Wolters Kluwer Health in Current Opinion in Pediatrics
- Vol. 22 (6) , 703-710
Pharmacogenomics in pediatric leukemia
Purpose of review The therapeutic index of many medications, especially in children, is very narrow with substantial risk for toxicity at doses required for therapeutic effects. This is particularly relevant to cancer chemotherapy, when the risk of toxicity must be balanced against potential suboptimal (low) systemic exposure that can be less effective in patients with higher rates of drug clearance. The purpose of this review is to discuss genetic factors that lead to interpatient differences in the pharmacokinetics and pharmacodynamics of these medications. Recent findings Genome-wide agonistic studies of pediatric patient populations are revealing genome variations that may affect susceptibility to specific diseases and that influence the pharmacokinetic and pharmacodynamic characteristics of medications. Several genetic factors with relatively small effect may be combined in the determination of a pharmacogenomic phenotype and considering these polygenic models may be mandatory in order to predict the related drug response phenotypes. These findings have potential to yield new insights into disease pathogenesis, and lead to molecular diagnostics that can be used to optimize the treatment of childhood cancers. Summary Advances in genome technology, and their comprehensive and systematic deployment to elucidate the genomic basis of interpatient differences in drug response and disease risk, hold great promise to ultimately enhance the efficacy and reduce the toxicity of drug therapy in children.
- 12 November 2010
- Published by Springer Nature in Leukemia
- Vol. 25 (1) , 66-74
A genome-wide approach identifies that the aspartate metabolism pathway contributes to asparaginase sensitivity
Asparaginase is an important component for treatment of childhood acute lymphoblastic leukemia (ALL). The basis for interindividual differences in asparaginase sensitivity remains unclear. To comprehensively identify genetic variants important in the cytotoxicity of asparaginase, we used a genome-wide association approach using the HapMap lymphoblastoid cell lines (87 CEU trio members) and 54 primary ALL leukemic blast samples at diagnosis. Asparaginase sensitivity was assessed as the drug concentration necessary to inhibit 50% of growth (inhibitory concentration (IC)50). In CEU lines, we tested 2 390 203 single-nucleotide polymorphism (SNP) genotypes at the individual SNP (PP50. The aspartate metabolism pathway was the most overrepresented among 199 pathways evaluated (P=8.1 × 10−3), with primary involvement of adenylosuccinate lyase and aspartyl-tRNA synthetase genes. We validated that SNPs in the aspartate metabolism pathway were also associated with asparaginase sensitivity in primary ALL leukemic blast samples (P=5.5 × 10−5). Our genome-wide interrogation of CEU cell lines and primary ALL blasts revealed that inherited genomic interindividual variation in a plausible candidate pathway can contribute to asparaginase sensitivity.
- 12 November 2010
- Published by Springer Nature in Leukemia
- Vol. 25 (1) , 66-74
A genome-wide approach identifies that the aspartate metabolism pathway contributes to asparaginase sensitivity
Asparaginase is an important component for treatment of childhood acute lymphoblastic leukemia (ALL). The basis for interindividual differences in asparaginase sensitivity remains unclear. To comprehensively identify genetic variants important in the cytotoxicity of asparaginase, we used a genome-wide association approach using the HapMap lymphoblastoid cell lines (87 CEU trio members) and 54 primary ALL leukemic blast samples at diagnosis. Asparaginase sensitivity was assessed as the drug concentration necessary to inhibit 50% of growth (inhibitory concentration (IC)50). In CEU lines, we tested 2 390 203 single-nucleotide polymorphism (SNP) genotypes at the individual SNP (PP50. The aspartate metabolism pathway was the most overrepresented among 199 pathways evaluated (P=8.1 × 10−3), with primary involvement of adenylosuccinate lyase and aspartyl-tRNA synthetase genes. We validated that SNPs in the aspartate metabolism pathway were also associated with asparaginase sensitivity in primary ALL leukemic blast samples (P=5.5 × 10−5). Our genome-wide interrogation of CEU cell lines and primary ALL blasts revealed that inherited genomic interindividual variation in a plausible candidate pathway can contribute to asparaginase sensitivity.
- 27 October 2010
- Published by Wiley in Clinical Pharmacology & Therapeutics
- Vol. 88 (6) , 854-861
Promoter Polymorphisms in the β-2 Adrenergic Receptor Are Associated With Drug-Induced Gene Expression Changes and Response in Acute Lymphoblastic Leukemia
We investigated whether genetic polymorphisms in the promoter region of the proapoptotic β‐2 adrenergic receptor gene (ADRB2 ) influence treatment‐induced changes in ADRB2 expression in leukemia cells and response to chemotherapy. The ADRB2 promoter region was genotyped in germline DNA from 369 children with acute lymphoblastic leukemia (ALL). For 95 of the patients, sufficient RNA was available before and after in vivo treatment to assess treatment‐induced gene expression changes in ALL cells. After treatment, the median ADRB2 mRNA expression was ninefold lower in leukemia cells of patients who ultimately relapsed as compared with patients who remained in continuous complete remission (CCR). Polymorphisms in the ADRB2 promoter were significantly linked to methotrexate (MTX)‐induced upregulation in ADRB2 gene expression in ALL cells. Moreover, the ADRB2 promoter haplotype was significantly related to early treatment response in 245 children with ALL who received uniform treatment. We conclude that germline polymorphisms in ADRB2 are linked to the antileukemic effects of ALL chemotherapy. Clinical Pharmacology & Therapeutics (2010) 88 6, 854–861. doi: 10.1038/clpt.2010.212
- 27 October 2010
- Published by Wiley in Clinical Pharmacology & Therapeutics
- Vol. 88 (6) , 854-861
Promoter Polymorphisms in the β-2 Adrenergic Receptor Are Associated With Drug-Induced Gene Expression Changes and Response in Acute Lymphoblastic Leukemia
We investigated whether genetic polymorphisms in the promoter region of the proapoptotic β‐2 adrenergic receptor gene (ADRB2 ) influence treatment‐induced changes in ADRB2 expression in leukemia cells and response to chemotherapy. The ADRB2 promoter region was genotyped in germline DNA from 369 children with acute lymphoblastic leukemia (ALL). For 95 of the patients, sufficient RNA was available before and after in vivo treatment to assess treatment‐induced gene expression changes in ALL cells. After treatment, the median ADRB2 mRNA expression was ninefold lower in leukemia cells of patients who ultimately relapsed as compared with patients who remained in continuous complete remission (CCR). Polymorphisms in the ADRB2 promoter were significantly linked to methotrexate (MTX)‐induced upregulation in ADRB2 gene expression in ALL cells. Moreover, the ADRB2 promoter haplotype was significantly related to early treatment response in 245 children with ALL who received uniform treatment. We conclude that germline polymorphisms in ADRB2 are linked to the antileukemic effects of ALL chemotherapy. Clinical Pharmacology & Therapeutics (2010) 88 6, 854–861. doi: 10.1038/clpt.2010.212
- Open Access
- 1 February 2009
- Published by Elsevier in Journal of Biological Chemistry
- Vol. 284 (6) , 3408-3417
Interleukin-1 Regulates the Expression of Sphingosine Kinase 1 in Glioblastoma Cells
- 1 February 2009
- Published by Elsevier in Journal of Biological Chemistry
- Vol. 284 (6) , 3408-3417
Open AccessInterleukin-1 Regulates the Expression of Sphingosine Kinase 1 in Glioblastoma Cells
- Open Access
- 17 December 2008
- Published by Oxford University Press (OUP) in JNCI: Journal of the National Cancer Institute
- Vol. 100 (24) , 1792-1803
The SWI/SNF Chromatin-Remodeling Complex and Glucocorticoid Resistance in Acute Lymphoblastic Leukemia
Glucocorticoids are used in the curative treatment of acute lymphoblastic leukemia (ALL). Resistance to glucocorticoids is an important adverse prognostic factor in newly diagnosed ALL patients but its mechanism is unknown. Because SWI/SNF complex–mediated chromatin remodeling is required for glucocorticoid transcriptional activity in vitro, we investigated whether expression of subunits of the SWI/SNF complex was related to glucocorticoid resistance in ALL. Gene expression and in vitro sensitivity to prednisolone and dexamethasone were assessed in a training set of primary ALL cells from 177 children with newly diagnosed ALL and a validation set of cells from an independent cohort of 95 ALL patients. The global test method was used to select pathways whose genes were associated with drug sensitivity. Genes involved in chromatin remodeling were identified by use of the Gene Ontology database. Short hairpin RNA (shRNA) was used to knock down mRNA expression of SMARCA4 in glucocorticoid-sensitive Jurkat human ALL cells. Spearman rank correlation, multiple linear regression, and logistic regression were used to investigate associations between gene expression and glucocorticoid sensitivity. All statistical tests were two-sided. Statistically significant associations between decreased expression in ALL cells of genes for core subunits of the SWI/SNF complex—SMARCA4, ARID1A, and SMARCB1—and resistance to prednisolone and dexamethasone were identified in the training cohort. In the validation cohort, expression of SMARCA4 (P < .001 and r = −0.43), ARID1A (P = .016 and r = −0.29), and SMARCB1 (P = .019 and r = −0.29) in ALL cells was statistically significantly associated with dexamethasone sensitivity, and SMARCA4 expression (P = .018 and r = −0.28) was statistically significantly associated with prednisolone sensitivity. Prednisolone resistance was higher in SMARCA4 shRNA-transfected Jurkat cells (drug concentration lethal to 50% of the leukemia cells [LC50] = 277 μM) than in control shRNA-transfected cells (LC50 = 174 μM, difference = 103 μM, 95% confidence interval of the difference = 100 to 106 μM; P < .001, t test). Decreased expression of as many as three subunits of the SWI/SNF complex appears to be associated with glucocorticoid resistance in primary ALL cells.
- 17 December 2008
- Published by Oxford University Press (OUP) in JNCI: Journal of the National Cancer Institute
- Vol. 100 (24) , 1792-1803
Open AccessThe SWI/SNF Chromatin-Remodeling Complex and Glucocorticoid Resistance in Acute Lymphoblastic Leukemia
Glucocorticoids are used in the curative treatment of acute lymphoblastic leukemia (ALL). Resistance to glucocorticoids is an important adverse prognostic factor in newly diagnosed ALL patients but its mechanism is unknown. Because SWI/SNF complex–mediated chromatin remodeling is required for glucocorticoid transcriptional activity in vitro, we investigated whether expression of subunits of the SWI/SNF complex was related to glucocorticoid resistance in ALL. Gene expression and in vitro sensitivity to prednisolone and dexamethasone were assessed in a training set of primary ALL cells from 177 children with newly diagnosed ALL and a validation set of cells from an independent cohort of 95 ALL patients. The global test method was used to select pathways whose genes were associated with drug sensitivity. Genes involved in chromatin remodeling were identified by use of the Gene Ontology database. Short hairpin RNA (shRNA) was used to knock down mRNA expression of SMARCA4 in glucocorticoid-sensitive Jurkat human ALL cells. Spearman rank correlation, multiple linear regression, and logistic regression were used to investigate associations between gene expression and glucocorticoid sensitivity. All statistical tests were two-sided. Statistically significant associations between decreased expression in ALL cells of genes for core subunits of the SWI/SNF complex—SMARCA4, ARID1A, and SMARCB1—and resistance to prednisolone and dexamethasone were identified in the training cohort. In the validation cohort, expression of SMARCA4 (P < .001 and r = −0.43), ARID1A (P = .016 and r = −0.29), and SMARCB1 (P = .019 and r = −0.29) in ALL cells was statistically significantly associated with dexamethasone sensitivity, and SMARCA4 expression (P = .018 and r = −0.28) was statistically significantly associated with prednisolone sensitivity. Prednisolone resistance was higher in SMARCA4 shRNA-transfected Jurkat cells (drug concentration lethal to 50% of the leukemia cells [LC50] = 277 μM) than in control shRNA-transfected cells (LC50 = 174 μM, difference = 103 μM, 95% confidence interval of the difference = 100 to 106 μM; P < .001, t test). Decreased expression of as many as three subunits of the SWI/SNF complex appears to be associated with glucocorticoid resistance in primary ALL cells.