Cheng Cheng, PhD

    Cheng Cheng, PhD

    Member, St. Jude Faculty

    Departments

    Biostatistics

    Contact Information

    Cheng Cheng, PhD
    Biostatistics
    MS 768, Room R6035
    St. Jude Children's Research Hospital
    262 Danny Thomas Place
    Memphis, TN 38105-3678
    Email: cheng.cheng@stjude.org
    Phone: (901) 595-2935
    FAX: (901) 595-8843

    Education

    BS - Beijing Computer Institute, China (1984)
    PhD - Texas A & M University (1993)


    Research Interests

    I collaborate with St. Jude investigators in the areas of hematological malignancies, pharmaceutical sciences, molecular pathology, bioinformatics, and computational biology. I am interested in statistics methodological research in several areas with applications to biomedical sciences.


    Selected Publications

    Pounds S, Cheng C, Li S, Zhang J, Mullighan C. Genomic random interval models for statistical analysis of genomic lesion data. Bioinformatics 29(17):2088-2095, 2013. [doi: 10.1093/bioinformatics/btt372. Epub 2013 Jul 10]

    Xu H, Yang W, Perez-Andreu V, Devidas M, Fan Y, Cheng C, Pei D, Scheet P, Burchard EG, Eng C, Huntsman S, Torgerson DG, Dean M, Winick MJ, Martin PL, Camitta BM, Bowman PW, Willman CL, Carroll WL, Mullighan CG, Bhojwani D, Hunger SP, Pui C-H, Evans WE, Relling MV, Loh ML, Yang JJ. Novel susceptibility variants at 10p12.31-12.2 for childhood acute lymphoblastic leukemia in ethnically diverse populations. Journal of the National Cancer Institute 105(10):733-742, 2013.

    Xu L, Cheng C, George EO, Homayouni R. Literature aided determination of data quality and statistical significance threshold for gene expression studies. BMC Genomics 13(Suppl 8):S23, 2012. http://www.biomedcentral.com/1471-2164/13/S8/S23

    Cheng C. Integration of diverse statistical evidence of gene-trait association in systems biology studies. Chemistry and Biodiversity 9(5):935-944, 2012; invited paper for Special Issue on Systems Biology: Molecular Networks and Disease NIHMS414396

    Yang JJ, Cheng C, Devidas M, Cao X, Campana D, Yang W, Fan Y, Neale G, Cox N, Scheet P, Borowitz MJ, Winick NJ, Martin PL, Bowman WP, Camitta B, Reaman GH, Carroll WL, Willman CL, Hunger SP, Evans WE, Pui CH, Loh M, Relling MV. Genome-wide association study identifies germline polymorphisms associated with relapse of childhood acute lymphoblastic leukemia. Blood 120:4197-4204, 2012.

    Zhang J, Ding L, Holmfeldt L, Wu G, Heatley SL, Payne-Turner D, Easton J, Chen X, Wang J, Rusch M, Lu C, Chen SC, Wei L, Collins-Underwood JR, Ma J, Roberts KG, Pounds SB, Ulyanov A, Becksfort J, Gupta P, Huether R, Kriwacki RW, Parker M, McGoldrick DJ, Zhao D, Alford D, Espy S, Bobba KC, Song G, Pei D, Cheng C, Roberts S, Barbato MI, Campana D, Coustan-Smith E, Shurtleff SA, Raimondi SC, Kleppe M, Cools J, Shimano KA, Hermiston ML, Doulatov S, Eppert K, Laurenti E, Notta F, Dick JE, Basso G, Hunger SP, Loh ML, Devidas M, Wood B, Winter S, Dunsmore KP, Fulton RS, Fulton LL, Hong X, Harris CC, Dooling DJ, Ochoa K, Johnson KJ, Obenauer JC, Evans WE, Pui CH, Naeve CW, Ley TJ, Mardis ER, Wilson RK, Downing JR, Mullighan CG. The genetic basis of early T-cell precursor acute lymphoblastic leukaemia. Nature 481(7380):157-63, 2012.

    Gao C, Cheng C. A Phenotype-driven dimension reduction (PhDDR) approach to integrated genomic association analyses. Proceedings of 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society pp.6837-6840, 2011; invited paper for the special session on Informatics for Integrated Genomics PMCID: PMC3652376

    Diouf B, Cheng Q, Krynetskaia NF, Yang W, Cheok M, Pei D, Fan Y, Cheng C, Krynetskiy EY, Chen S, Thierfelder WE, Mullighah CG, Downing JR, Hsieh P, Pui C-H, Relling MV, Evans, WE. Somatic deletions of genes regulating MSH2 protein stability cause DNA mismatch repair deficiency and drug resistance in human leukemia cells. Nature Medicine 17:1298-1303, 2011.

    Yang J, Cheng C, Devidas M, Cao X, Fan Y, Campana D, Yang W, Neale G, Cox N, Scheet P, Borowitz MJ, Winick NJ, Martin PL, Willman CL, Bowman WP, Camitta BM, Carroll A, Reaman GH, Carroll WL, Loh M, Hunger SP, Pui C-H, Evans WE, Relling MV. Ancestry and pharmacogenomics of relapse in acute lymphoblastic leukemia. Nature Genetics 43:237-241, 2011.

    Cheng C. Integration of diverse statistical evidence of gene-trait association in systems biology Studies. Invited paper for a special issue of Chemistry and Biodiversity 2011 (in press).

    Cheng C, Wu J. Interval estimation of quantile ratios applied to anti-cancer drug screening by xenograft experiments. Statistics in Medicine 29:2669-2678, 2010.

    Wu S, Wang J, Zhao W, Pounds S, Cheng C. ChIP-PaM: an algorithm to identify protein-DNA interaction using ChIP-Seq data. Theoretical Biology and Medical Modeling 7:18, 2010.

    Coustan-smith E, Mullighan CG, Onciu M, Behm FG, Raimondi SC, Pei D, Cheng C, Su X, Rubnitz JE, Basso G, Biondi A, Pui C-H, Downing JR, Campana D. Early T-cell precursor leukemia: a subtype of very high-risk acute lymphoblastic leukemia identified in two independent cohorts. The Lancet Oncology 10:147-56, 2009. PMID: 19147408

    Trevino L, Shimasaki N, Yang W, Panetta C, Cheng C, Pei, D, Chan D, Sparreboom A, Giacomini KM, Pui C-H, Evans WE, Relling MV. Germline genetic variation in an organic anion transporter polypeptide associated with methotrexate pharmacokinetics and clinical effects. Journal of Clinical Oncology 27:5972-5978, 2009.

    Pounds S, Cheng C, Cao X, Crews KR, Plunkett W, Gandhi V, Rubnitz J, Raul C. Ribeiro RC, Downing JR, Lamba J. PROMISE: A Tool to Identify Genomic Features with a Specific Biologically Interesting Pattern of Correlations with Multiple Endpoint Variables. Bioinformatics 25:2013-2019, 2009.

    Pui C-H, Campana D, Pei D, Bowman PW, Sandlund JT, Kaste SC, Ribeiro RC, Rubnitz JE, Raimondi SC, Onciu M, Coustan-Smith E, Kun LE, Jeha S, Cheng C, Howard SC, Simmons V, Bayles A, Metzger ML, Boyett JM, Leung W, Downing JR, Evans WE, Relling MV. Treatment of childhood acute lymphoblastic leukemia without prophylactic cranial irradiation. New England Journal of Medicine 360(26):2730-2741, 2009.

    Pounds S, Cheng C, Mullighan CG, Raimondi, SC, Shurtleff S, and Downing, JR. Reference alignment of SNP microarray signals for copy number analysis of tumors. Bioinformatics 25:315-321, 2009.

    Mullighan CG, Su X, Zhang J, Radtke I, Phillips LAA, Miller CB, Ma J, Liu W, Cheng C, Schulman BA, Harvey RC, Chen I-M, Clifford RJ, Carroll WL, Reaman G, Bowman PW, Devidas M, Gerhard DS, Yang W, Relling MV, Shurtleff  SA, Campana D, Borowitz MJ, Pui C-H, Smith M, Hunger SP, Willman CL, Downing JR, and the Children's Oncology Group. Deletion of IKZF1 (IKSROS) is associated with poor prognosis in acute lymphoblastic leukemia. New England Journal of Medicine 360:470-480, 2009.

    Yang J, Cheng C, Yang W, Pei D, Cao X, Fan Y, Pounds S, Trevino LR, French D, Campana D, Evans WE, Piu C-H, Devidas M, Bowman WP, Camitta BM, Willman C, Davies SM, Borowitz MJ, Carroll WL, Hunger SP, Relling MV. Genome-wide interrogation of germline genetic variation associated with treatment response in childhood acute lymphoblastic leukemia. Journal of American Medical Association 301(4):393-403, 2009.

    Cheng C. Internal validation inferences of significant genomic features in genome-wide screening. Computational Statistics and Data Analysis 53:788-800, 2009. http://dx.doi.org/10.1016/j.csda.2008.07.004.

    Hunt DL, Cheng C, and Pounds S. The Beta-Binomial distribution for estimating the number of false rejections in microarray gene expression studies. Computational Statistics and Data Analysis 53:1688–1700, 2009. http://dx.doi.org/10.1016/j.csda.2008.01.013.

    Cheng C, Pounds S. False discovery rate paradigms for analysis of microarray gene expression data. Bioinformation 1(10): 436-446, 2007. Invited paper

    Pounds S, Cheng C, Onar A. Statistical Inference for Microarray Studies. Handbook of Statistical Genetics, Third Edition (David Balding et al. Eds.) 1:231-266, 2007. Invited paper

    Kishi S, Cheng C, French D, Pei D, DasS, Cook EH, Hijiya N, Pui CH, Relling MV. Ancestry and pharmacogenetics of antileukemic drug toxicity. Blood 109:4151-4157, 2007.

    Pounds S, Cheng C. Robust estimation of the false discovery rate. Bioinformatics 22:1979-1987, 2006.

    Cheng C. An adaptive significance threshold criterion for massive multiple hypothesis testing. In Optimality: The Second Erich L. Lehmann Symposium, Institute of Mathematical Statistics, Beachwood, OH, USA; 49:51-76, 2006.

    Bogni A, Cheng C, Liu W, Yang W, Pfeffer J, Mukatira S, French D, Downing JR, Pui C-H, and Relling MV. Genome-Wide Approach to Identify Risk Factors for Therapy-Related Myeloid Leukemia. Leukemia 20:239-246, 2006.

    Cheng Q, Cheng C, Crews KR, Ribeiro RC, Pui C-G, Relling MV, Evans WE. Epigenetic regulate of human g-glutamyl hydrolase activity in acute lymphoblastic leukemia cells. American Journal of Human Genetics, 79:264-274, 2006.

    Flotho C, Coustan-Smith E, Pei D, Iwamoto S, Song G, Cheng C, Pui C-H, Downing JR, Campana D. Genes contributing to minimal residual disease in childhood acute lymphoblastic leukemia: prognostic significance of CASP8AP2. Blood 108:1050-1067, 2006.

    Last update: September 2014