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Mary Sara McPeek

TitleProfessor
InstitutionUniversity of Chicago
DepartmentStatistics
AddressChicago IL 60637
Email
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    Collapse Research 
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    R01HG001645     (MCPEEK, MARY SARA)Sep 1, 1997 - May 31, 2025
    NIH
    Methods for Human Genetic Mapping
    Role: Principal Investigator
    R29HG001645     (MCPEEK, MARY SARA)Sep 1, 1997 - Feb 8, 2003
    NIH
    METHODS FOR HUMAN GENETIC LINKAGE MAPPING
    Role: Principal Investigator

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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Zhou H, McPeek MS, Zhou H, McPeek MS. Overcoming the "feast or famine" effect: improved interaction testing in genome-wide association studies. bioRxiv. 2024 Oct 26. PMID: 38405994; PMCID: PMC10888770.
      Citations:    
    2. Mbatchou J, McPeek MS. JASPER: Fast, powerful, multitrait association testing in structured samples gives insight on pleiotropy in gene expression. Am J Hum Genet. 2024 Aug 08; 111(8):1750-1769. PMID: 39025064; PMCID: PMC11339629.
      Citations:    Fields:    Translation:Humans
    3. Akinbiyi T, McPeek MS, Abney M. ADELLE: A global testing method for Trans-eQTL mapping. bioRxiv. 2024 Jul 16. PMID: 38464248; PMCID: PMC10925110.
      Citations:    
    4. Mbatchou J, McPeek MS. JASPER: fast, powerful, multitrait association testing in structured samples gives insight on pleiotropy in gene expression. bioRxiv. 2023 Dec 19. PMID: 38187553; PMCID: PMC10769254.
      Citations:    
    5. Mbatchou J, Abney M, McPeek MS. BRASS: Permutation methods for binary traits in genetic association studies with structured samples. PLoS Genet. 2023 Nov; 19(11):e1011020. PMID: 37934792; PMCID: PMC10656004.
      Citations: 2     Fields:    Translation:Animals
    6. Weine E, McPeek MS, Abney M. Application of Equal Local Levels to Improve Q-Q Plot Testing Bands with R Package qqconf. J Stat Softw. 2023; 106(10). PMID: 37205880; PMCID: PMC10193564.
      Citations: 3     
    7. Wang M, Meyer C, Lee H, McPeek MS, Bergelson J, Roux F, Bartoli C, Huard-Chauveau C, Roby D. Two-way mixed-effects methods for joint association analysis using both host and pathogen genomes. Proc Natl Acad Sci U S A. 2018 06 12; 115(24):E5440-E5449. PMID: 29848634; PMCID: PMC6004472.
      Citations: 28     Fields:    Translation:AnimalsCells
    8. Wu X, McPeek MS. L-GATOR: Genetic Association Testing for a Longitudinally Measured Quantitative Trait in Samples with Related Individuals. Am J Hum Genet. 2018 04 05; 102(4):574-591. PMID: 29625022; PMCID: PMC5985289.
      Citations: 4     Fields:    Translation:Humans
    9. Zhong S, Jiang D, McPeek MS. CERAMIC: Case-Control Association Testing in Samples with Related Individuals, Based on Retrospective Mixed Model Analysis with Adjustment for Covariates. PLoS Genet. 2016 Oct; 12(10):e1006329. PMID: 27695091; PMCID: PMC5047592.
      Citations: 11     Fields:    Translation:Humans
    10. Jiang D, Mbatchou J, McPeek MS. Retrospective Association Analysis of Binary Traits: Overcoming Some Limitations of the Additive Polygenic Model. Hum Hered. 2015; 80(4):187-95. PMID: 27576759; PMCID: PMC5505235.
      Citations: 6     Fields:    Translation:Humans
    11. Wang M, Jakobsdottir J, Smith AV, McPeek MS. G-STRATEGY: Optimal Selection of Individuals for Sequencing in Genetic Association Studies. Genet Epidemiol. 2016 09; 40(6):446-60. PMID: 27256766; PMCID: PMC5473612.
      Citations:    Fields:    Translation:Humans
    12. Jiang D, Zhong S, McPeek MS. Retrospective Binary-Trait Association Test Elucidates Genetic Architecture of Crohn Disease. Am J Hum Genet. 2016 Feb 04; 98(2):243-55. PMID: 26833331; PMCID: PMC4746383.
      Citations: 17     Fields:    Translation:Humans
    13. Jiang D, McPeek MS. Robust rare variant association testing for quantitative traits in samples with related individuals. Genet Epidemiol. 2014 Jan; 38(1):10-20. PMID: 24248908; PMCID: PMC4510991.
      Citations: 37     Fields:    Translation:Humans
    14. Jakobsdottir J, McPeek MS. MASTOR: mixed-model association mapping of quantitative traits in samples with related individuals. Am J Hum Genet. 2013 May 02; 92(5):652-66. PMID: 23643379; PMCID: PMC3644644.
      Citations: 24     Fields:    Translation:Humans
    15. McPeek MS. BLUP genotype imputation for case-control association testing with related individuals and missing data. J Comput Biol. 2012 Jun; 19(6):756-65. PMID: 22697245; PMCID: PMC3375641.
      Citations: 10     Fields:    Translation:Humans
    16. Thornton T, Zhang Q, Cai X, Ober C, McPeek MS. XM: association testing on the X-chromosome in case-control samples with related individuals. Genet Epidemiol. 2012 Jul; 36(5):438-50. PMID: 22552845; PMCID: PMC3762984.
      Citations: 15     Fields:    Translation:HumansCells
    17. Thornton T, McPeek MS. ROADTRIPS: case-control association testing with partially or completely unknown population and pedigree structure. Am J Hum Genet. 2010 Feb 12; 86(2):172-84. PMID: 20137780; PMCID: PMC2820184.
      Citations: 96     Fields:    Translation:Humans
    18. Zhang J, Niyogi P, McPeek MS. Laplacian eigenfunctions learn population structure. PLoS One. 2009 Dec 01; 4(12):e7928. PMID: 19956572; PMCID: PMC2779848.
      Citations: 16     Fields:    Translation:Animals
    19. Wang Z, McPeek MS. ATRIUM: testing untyped SNPs in case-control association studies with related individuals. Am J Hum Genet. 2009 Nov; 85(5):667-78. PMID: 19913122; PMCID: PMC2775837.
      Citations: 5     Fields:    Translation:HumansCells
    20. Wang Z, McPeek MS. An Incomplete-Data Quasi-likelihood Approach to Haplotype-Based Genetic Association Studies on Related Individuals. J Am Stat Assoc. 2009 09 01; 104(487):1251-1260. PMID: 20428335; PMCID: PMC2860453.
      Citations: 10     
    21. Wang HY, Fu Y, McPeek MS, Lu X, Nuzhdin S, Xu A, Lu J, Wu ML, Wu CI. Complex genetic interactions underlying expression differences between Drosophila races: analysis of chromosome substitutions. Proc Natl Acad Sci U S A. 2008 Apr 29; 105(17):6362-7. PMID: 18430800; PMCID: PMC2359775.
      Citations: 21     Fields:    Translation:AnimalsCells
    22. Thornton T, McPeek MS. Case-control association testing with related individuals: a more powerful quasi-likelihood score test. Am J Hum Genet. 2007 Aug; 81(2):321-37. PMID: 17668381; PMCID: PMC1950805.
      Citations: 113     Fields:    Translation:Humans
    23. Pluzhnikov A, Nolan DK, Tan Z, McPeek MS, Ober C. Correlation of intergenerational family sizes suggests a genetic component of reproductive fitness. Am J Hum Genet. 2007 Jul; 81(1):165-9. PMID: 17564973; PMCID: PMC1950912.
      Citations: 12     Fields:    Translation:Humans
    24. Tong L, Mets L, McPeek MS. Likelihood-based inference for multi-color optical mapping. Stat Appl Genet Mol Biol. 2007; 6:Article5. PMID: 17402920.
      Citations: 1     Fields:    Translation:Cells
    25. Zheng M, McPeek MS. Multipoint linkage-disequilibrium mapping with haplotype-block structure. Am J Hum Genet. 2007 Jan; 80(1):112-25. PMID: 17160899; PMCID: PMC1785316.
      Citations: 7     Fields:    Translation:Humans
    26. Armstrong NJ, McPeek MS, Speed TP. Incorporating interference into linkage analysis for experimental crosses. Biostatistics. 2006 Jul; 7(3):374-86. PMID: 16354713.
      Citations:    Fields:    Translation:Animals
    27. Zhang J, Schneider D, Ober C, McPeek MS. Multilocus linkage disequilibrium mapping by the decay of haplotype sharing with samples of related individuals. Genet Epidemiol. 2005 Sep; 29(2):128-40. PMID: 16049966.
      Citations: 3     Fields:    Translation:Humans
    28. Weiss LA, Veenstra-Vanderweele J, Newman DL, Kim SJ, Dytch H, McPeek MS, Cheng S, Ober C, Cook EH, Abney M. Genome-wide association study identifies ITGB3 as a QTL for whole blood serotonin. Eur J Hum Genet. 2004 Nov; 12(11):949-54. PMID: 15292919.
      Citations: 30     Fields:    Translation:HumansCells
    29. Bourgain C, Abney M, Schneider D, Ober C, McPeek MS. Testing for Hardy-Weinberg equilibrium in samples with related individuals. Genetics. 2004 Dec; 168(4):2349-61. PMID: 15371359; PMCID: PMC1448754.
      Citations: 28     Fields:    
    30. Newman DL, Hoffjan S, Bourgain C, Abney M, Nicolae RI, Profits ET, Grow MA, Walker K, Steiner L, Parry R, Reynolds R, McPeek MS, Cheng S, Ober C. Are common disease susceptibility alleles the same in outbred and founder populations? Eur J Hum Genet. 2004 Jul; 12(7):584-90. PMID: 15100713.
      Citations: 17     Fields:    Translation:Humans
    31. McPeek MS, Wu X, Ober C. Best linear unbiased allele-frequency estimation in complex pedigrees. Biometrics. 2004 Jun; 60(2):359-67. PMID: 15180661.
      Citations: 58     Fields:    Translation:Humans
    32. Bourgain C, Hoffjan S, Nicolae R, Newman D, Steiner L, Walker K, Reynolds R, Ober C, McPeek MS. Novel case-control test in a founder population identifies P-selectin as an atopy-susceptibility locus. Am J Hum Genet. 2003 Sep; 73(3):612-26. PMID: 12929084; PMCID: PMC1180685.
      Citations: 83     Fields:    Translation:Humans
    33. Newman DL, Abney M, Dytch H, Parry R, McPeek MS, Ober C. Major loci influencing serum triglyceride levels on 2q14 and 9p21 localized by homozygosity-by-descent mapping in a large Hutterite pedigree. Hum Mol Genet. 2003 Jan 15; 12(2):137-44. PMID: 12499394.
      Citations: 17     Fields:    Translation:HumansCells
    34. Abney M, Ober C, McPeek MS. Quantitative-trait homozygosity and association mapping and empirical genomewide significance in large, complex pedigrees: fasting serum-insulin level in the Hutterites. Am J Hum Genet. 2002 Apr; 70(4):920-34. PMID: 11880950; PMCID: PMC379120.
      Citations: 71     Fields:    Translation:HumansCells
    35. Sun L, Cox NJ, McPeek MS. A statistical method for identification of polymorphisms that explain a linkage result. Am J Hum Genet. 2002 Feb; 70(2):399-411. PMID: 11791210; PMCID: PMC526471.
      Citations: 22     Fields:    Translation:HumansCells
    36. Sun L, Wilder K, McPeek MS. Enhanced pedigree error detection. Hum Hered. 2002; 54(2):99-110. PMID: 12566741.
      Citations: 80     Fields:    Translation:Humans
    37. Newman DL, Abney M, McPeek MS, Ober C, Cox NJ. The importance of genealogy in determining genetic associations with complex traits. Am J Hum Genet. 2001 Nov; 69(5):1146-8. PMID: 11590549; PMCID: PMC1274359.
      Citations: 42     Fields:    Translation:Humans
    38. Ober C, Abney M, McPeek MS. The genetic dissection of complex traits in a founder population. Am J Hum Genet. 2001 Nov; 69(5):1068-79. PMID: 11590547; PMCID: PMC1274354.
      Citations: 77     Fields:    Translation:HumansCells
    39. Abney M, McPeek MS, Ober C. Broad and narrow heritabilities of quantitative traits in a founder population. Am J Hum Genet. 2001 May; 68(5):1302-7. PMID: 11309690; PMCID: PMC1226113.
      Citations: 67     Fields:    Translation:Humans
    40. Sun L, Abney M, McPeek MS. Detection of mis-specified relationships in inbred and outbred pedigrees. Genet Epidemiol. 2001; 21 Suppl 1:S36-41. PMID: 11793699.
      Citations: 6     Fields:    Translation:Humans
    41. McPeek MS. From mouse to human: fine mapping of quantitative trait loci in a model organism. Proc Natl Acad Sci U S A. 2000 Nov 07; 97(23):12389-90. PMID: 11050190; PMCID: PMC34053.
      Citations: 9     Fields:    Translation:HumansAnimals
    42. McPeek MS, Sun L. Statistical tests for detection of misspecified relationships by use of genome-screen data. Am J Hum Genet. 2000 Mar; 66(3):1076-94. PMID: 10712219; PMCID: PMC1288143.
      Citations: 157     Fields:    Translation:HumansCells
    43. Abney M, McPeek MS, Ober C. Estimation of variance components of quantitative traits in inbred populations. Am J Hum Genet. 2000 Feb; 66(2):629-50. PMID: 10677322; PMCID: PMC1288115.
      Citations: 55     Fields:    Translation:Humans
    44. McPeek MS, Leeflang EP, Munier F, Arnheim N, Claustres M, Pellestor F, Girardet A. Meiotic segregation analysis of RB1 alleles in retinoblastoma pedigrees by use of single-sperm typing. Am J Hum Genet. 2000 Jan; 66(1):167-75. PMID: 10631148; PMCID: PMC1288323.
      Citations: 1     Fields:    Translation:HumansCells
    45. McPeek MS. SPERMSEG: analysis of segregation distortion in single-sperm data. Am J Hum Genet. 1999 Oct; 65(4):1195-7. PMID: 10486338; PMCID: PMC1288252.
      Citations: 1     Fields:    Translation:HumansCells
    46. Grewal RP, Cancel G, Leeflang EP, McPeek MS, Draghinas D, Yao X, Stevanin G, Alnot MO, Brice A, Arnheim N, Dürr A. French Machado-Joseph disease patients do not exhibit gametic segregation distortion: a sperm typing analysis. Hum Mol Genet. 1999 Sep; 8(9):1779-84. PMID: 10441343.
      Citations: 5     Fields:    Translation:HumansCells
    47. McPeek MS, Strahs A. Assessment of linkage disequilibrium by the decay of haplotype sharing, with application to fine-scale genetic mapping. Am J Hum Genet. 1999 Sep; 65(3):858-75. PMID: 10445904; PMCID: PMC1378001.
      Citations: 75     Fields:    Translation:Humans
    48. McPeek MS. Optimal allele-sharing statistics for genetic mapping using affected relatives. Genet Epidemiol. 1999; 16(3):225-49. PMID: 10096687.
      Citations: 20     Fields:    Translation:Humans
    49. Leeflang EP, McPeek MS, Arnheim N. Analysis of meiotic segregation, using single-sperm typing: meiotic drive at the myotonic dystrophy locus. Am J Hum Genet. 1996 Oct; 59(4):896-904. PMID: 8808606; PMCID: PMC1914809.
      Citations: 6     Fields:    Translation:HumansCells
    50. McPeek MS, Speed TP. Modeling interference in genetic recombination. Genetics. 1995 Feb; 139(2):1031-44. PMID: 7713406; PMCID: PMC1206354.
      Citations: 83     Fields:    Translation:Animals
    51. Zhao H, McPeek MS, Speed TP. Statistical analysis of chromatid interference. Genetics. 1995 Feb; 139(2):1057-65. PMID: 7713408; PMCID: PMC1206356.
      Citations: 36     Fields:    Translation:AnimalsCells
    52. Zhao H, Speed TP, McPeek MS. Statistical analysis of crossover interference using the chi-square model. Genetics. 1995 Feb; 139(2):1045-56. PMID: 7713407; PMCID: PMC1206355.
      Citations: 45     Fields:    Translation:HumansAnimals
    53. Scherer S, McPeek MS, Speed TP. Atypical regions in large genomic DNA sequences. Proc Natl Acad Sci U S A. 1994 Jul 19; 91(15):7134-8. PMID: 8041759; PMCID: PMC44353.
      Citations: 3     Fields:    Translation:HumansAnimalsCells
    54. Speed TP, McPeek MS, Evans SN. Robustness of the no-interference model for ordering genetic markers. Proc Natl Acad Sci U S A. 1992 Apr 01; 89(7):3103-6. PMID: 1557418; PMCID: PMC48812.
      Citations: 6     Fields:    Translation:Cells
    55. Guerra R, McPeek MS, Speed TP, Stewart PM. A Bayesian analysis for mapping from radiation hybrid data. Cytogenet Cell Genet. 1992; 59(2-3):104-6. PMID: 1737469.
      Citations:    Fields:    Translation:HumansCells
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