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Giovanni Parmigiani, Ph.D.

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Models and software for predicting who is at risk of carrying genetic variants that confer susceptibility to cancer. Application to breast, ovarian, colorectal, pancreatic and skin cancer.

Statistical methods for the analysis of high throughput genomic data: analysis of cancer genome sequencing projects; integration of genomic information across technologies; cross-study validation of genomics results.

Statistical methods for comparative effectiveness research: comprehensive models for lifetime history of chronic disease outcomes; Bayesian meta-analysis; Bayesian causal inference; decision analysis.

Bayesian modeling and computation: multilevel models; decision theoretic approaches to inference; sequential experimental design and their application to adaptive and multistage studies in clinical and epidemiological research.

The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
  1. R01CA262710 (PARMIGIANI, GIOVANNI LUIGI) Jul 1, 2021 - Jun 30, 2026
    Statistical methods for cancer mutational signatures
    Role: Principal Investigator
  2. R21CA177233 (PARMIGIANI, GIOVANNI LUIGI) Mar 1, 2013 - Feb 29, 2016
    Novel Tools for Familial Risk Prediction
    Role: Principal Investigator
  3. R01CA174206 (PARMIGIANI, GIOVANNI LUIGI) Feb 1, 2013 - Jan 31, 2019
    Bioinformatics Tools for Genomic Analysis of Tumor and Stromal Pathways in Cancer
    Role: Principal Investigator
  4. T32GM074906 (IRIZARRY, RAFAEL ANGEL) Aug 1, 2006 - Sep 30, 2011
    Predoctoral Biostatistics Training in Genetics/Genomics
    Role: Co-Principal Investigator
  5. R01CA105090 (PARMIGIANI, GIOVANNI) Sep 30, 2004 - Jun 30, 2010
    Statistical Methods for Cancer Genes
    Role: Principal Investigator

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. Pernar CH, Chomistek AK, Barnett JB, Ivey K, Al-Shaar L, Roberts SB, Rood J, Fielding RA, Block J, Li R, Willett WC, Parmigiani G, Giovannucci EL, Mucci LA, Rimm EB. Validity and Relative Validity of Alternative Methods of Assessing Physical Activity in Epidemiologic Studies: Findings From the Men's Lifestyle Validation Study. Am J Epidemiol. 2022 Jun 27; 191(7):1307-1322. PMID: 35292800; PMCID: PMC9393066.
    Citations:    Fields:    Translation:Humans
  2. Liang JW, Idos GE, Hong C, Gruber SB, Parmigiani G, Braun D. Statistical methods for Mendelian models with multiple genes and cancers. Genet Epidemiol. 2022 10; 46(7):395-414. PMID: 35583099; PMCID: PMC9452449.
    Citations:    Fields:    
  3. Wu JT, La J, Branch-Elliman W, Huhmann LB, Han SS, Parmigiani G, Tuck DP, Brophy MT, Do NV, Lin AY, Munshi NC, Fillmore NR. Association of COVID-19 Vaccination With SARS-CoV-2 Infection in Patients With Cancer: A US Nationwide Veterans Affairs Study. JAMA Oncol. 2022 02 01; 8(2):281-286. PMID: 34854921; PMCID: PMC8640949.
    Citations: 8     Fields:    Translation:HumansCellsPHPublic Health
  4. McCarthy AM, Liu Y, Ehsan S, Guan Z, Liang J, Huang T, Hughes K, Semine A, Kontos D, Conant E, Lehman C, Armstrong K, Braun D, Parmigiani G, Chen J. Validation of Breast Cancer Risk Models by Race/Ethnicity, Family History and Molecular Subtypes. Cancers (Basel). 2021 Dec 23; 14(1). PMID: 35008209; PMCID: PMC8750569.
  5. Stopsack KH, Tyekucheva S, Wang M, Gerke TA, Vaselkiv JB, Penney KL, Kantoff PW, Finn SP, Fiorentino M, Loda M, Lotan TL, Parmigiani G, Mucci LA. Extent, impact, and mitigation of batch effects in tumor biomarker studies using tissue microarrays. Elife. 2021 12 23; 10. PMID: 34939926; PMCID: PMC8849344.
    Citations:    Fields:    Translation:Humans
  6. Bazarbachi AH, Avet-Loiseau H, Szalat R, Samur AA, Hunter Z, Shammas M, Corre J, Fulciniti M, Anderson KC, Parmigiani G, Treon SP, Mohty M, Munshi NC, Samur MK. IgM-MM is predominantly a pre-germinal center disorder and has a distinct genomic and transcriptomic signature from WM. Blood. 2021 11 18; 138(20):1980-1985. PMID: 34792571; PMCID: PMC8602933.
    Citations:    Fields:    Translation:HumansCells
  7. Blackford AL, Childs EJ, Porter N, Petersen GM, Rabe KG, Gallinger S, Borgida A, Syngal S, Cote ML, Schwartz AG, Goggins MG, Hruban RH, Parmigiani G, Klein AP. A risk prediction tool for individuals with a family history of breast, ovarian, or pancreatic cancer: BRCAPANCPRO. Br J Cancer. 2021 12; 125(12):1712-1717. PMID: 34703010; PMCID: PMC8651643.
    Citations:    Fields:    Translation:Humans
  8. Zhang Y, Patil P, Johnson WE, Parmigiani G. Robustifying genomic classifiers to batch effects via ensemble learning. Bioinformatics. 2021 07 12; 37(11):1521-1527. PMID: 33245114.
    Citations:    Fields:    Translation:Humans
  9. Zanettini C, Omar M, Dinalankara W, Imada EL, Colantuoni E, Parmigiani G, Marchionni L. covid19census: U.S. and Italy COVID-19 metrics and other epidemiological data. Database (Oxford). 2021 05 15; 2021. PMID: 33991092.
    Citations:    Fields:    Translation:HumansCellsPHPublic Health
  10. Zanettini C, Omar M, Dinalankara W, Imada EL, Colantuoni E, Parmigiani G, Marchionni L. Influenza Vaccination and COVID-19 Mortality in the USA: An Ecological Study. Vaccines (Basel). 2021 Apr 24; 9(5). PMID: 33923159.
    Citations: 23     
  11. Pernar CH, Parmigiani G, Giovannucci EL, Rimm EB, Tyekucheva S, Loda M, Finn SP, Vander Heiden MG, Fiorentino M, Ebot EM, Mucci LA. Gene Expression Pathways in Prostate Tissue Associated with Vigorous Physical Activity in Prostate Cancer. Cancer Epidemiol Biomarkers Prev. 2021 04; 30(4):751-756. PMID: 33500320; PMCID: PMC8132456.
    Citations: 1     Fields:    Translation:Humans
  12. Yang Y, Hong C, Liang JW, Gruber S, Parmigiani G, Idos G, Braun D. A likelihood-based approach to assessing frequency of pathogenicity among variants of unknown significance in susceptibility genes. Stat Med. 2021 02 10; 40(3):593-606. PMID: 33120437.
    Citations:    Fields:    Translation:Humans
  13. Huang T, Braun D, Lynch HT, Parmigiani G. Variation in cancer risk among families with genetic susceptibility. Genet Epidemiol. 2021 03; 45(2):209-221. PMID: 33030277; PMCID: PMC7902332.
    Citations:    Fields:    Translation:Humans
  14. Hujoel MLA, Parmigiani G, Braun D. Statistical approaches for meta-analysis of genetic mutation prevalence. Genet Epidemiol. 2021 03; 45(2):154-170. PMID: 33000511.
    Citations: 1     Fields:    Translation:Humans
  15. Zhang Y, Parmigiani G, Johnson WE. ComBat-seq: batch effect adjustment for RNA-seq count data. NAR Genom Bioinform. 2020 Sep; 2(3):lqaa078. PMID: 33015620.
    Citations: 101     
  16. Stopsack KH, Huang Y, Tyekucheva S, Gerke TA, Bango C, Elfandy H, Bowden M, Penney KL, Roberts TM, Parmigiani G, Kantoff PW, Mucci LA, Loda M. Multiplex Immunofluorescence in Formalin-Fixed Paraffin-Embedded Tumor Tissue to Identify Single-Cell-Level PI3K Pathway Activation. Clin Cancer Res. 2020 11 15; 26(22):5903-5913. PMID: 32913135; PMCID: PMC7669556.
    Citations: 3     Fields:    Translation:HumansCells
  17. Geistlinger L, Oh S, Ramos M, Schiffer L, LaRue RS, Henzler CM, Munro SA, Daughters C, Nelson AC, Winterhoff BJ, Chang Z, Talukdar S, Shetty M, Mullany SA, Morgan M, Parmigiani G, Birrer MJ, Qin LX, Riester M, Starr TK, Waldron L. Multiomic Analysis of Subtype Evolution and Heterogeneity in High-Grade Serous Ovarian Carcinoma. Cancer Res. 2020 10 15; 80(20):4335-4345. PMID: 32747365.
    Citations: 13     Fields:    Translation:Humans
  18. Samur MK, Aktas Samur A, Fulciniti M, Szalat R, Han T, Shammas M, Richardson P, Magrangeas F, Minvielle S, Corre J, Moreau P, Thakurta A, Anderson KC, Parmigiani G, Avet-Loiseau H, Munshi NC. Genome-Wide Somatic Alterations in Multiple Myeloma Reveal a Superior Outcome Group. J Clin Oncol. 2020 09 20; 38(27):3107-3118. PMID: 32687451.
    Citations: 14     Fields:    Translation:Humans
  19. Zanettini C, Omar M, Dinalankara W, Imada EL, Colantuoni E, Parmigiani G, Marchionni L. Influenza Vaccination and COVID19 Mortality in the USA. medRxiv. 2020 Jun 26. PMID: 32607525; PMCID: PMC7325191.
  20. Huang T, Gorfine M, Hsu L, Parmigiani G, Braun D. Practical implementation of frailty models in Mendelian risk prediction. Genet Epidemiol. 2020 09; 44(6):564-578. PMID: 32506746.
    Citations: 1     Fields:    Translation:Humans
  21. Parmigiani G. Receiver Operating Characteristic Curves with an Indeterminacy Zone. Pattern Recognit Lett. 2020 Aug; 136:94-100. PMID: 32655204.
  22. McCarthy AM, Guan Z, Welch M, Griffin ME, Sippo DA, Deng Z, Coopey SB, Acar A, Semine A, Parmigiani G, Braun D, Hughes KS. Performance of Breast Cancer Risk-Assessment Models in a Large Mammography Cohort. J Natl Cancer Inst. 2020 05 01; 112(5):489-497. PMID: 31556450.
    Citations: 12     Fields:    Translation:Humans
  23. Yin K, Liu Y, Lamichhane B, Sandbach JF, Patel G, Compagnoni G, Kanak RH, Rosen B, Ondrula DP, Smith L, Brown E, Gold L, Whitworth P, App C, Euhus D, Semine A, Dwight Lyons S, Lazarte MAC, Parmigiani G, Braun D, Hughes KS. Legacy Genetic Testing Results for Cancer Susceptibility: How Common are Conflicting Classifications in a Large Variant Dataset from Multiple Practices? Ann Surg Oncol. 2020 Jul; 27(7):2212-2220. PMID: 32342295.
    Citations:    Fields:    Translation:Humans
  24. Chen J, Bae E, Zhang L, Hughes K, Parmigiani G, Braun D, Rebbeck TR. Penetrance of Breast and Ovarian Cancer in Women Who Carry a BRCA1/2 Mutation and Do Not Use Risk-Reducing Salpingo-Oophorectomy: An Updated Meta-Analysis. JNCI Cancer Spectr. 2020 Aug; 4(4):pkaa029. PMID: 32676552; PMCID: PMC7353955.
    Citations: 5     Fields:    
  25. Wang C, Wang Y, Hughes KS, Parmigiani G, Braun D. Penetrance of Colorectal Cancer Among Mismatch Repair Gene Mutation Carriers: A Meta-Analysis. JNCI Cancer Spectr. 2020 Aug; 4(5):pkaa027. PMID: 32923933; PMCID: PMC7476651.
    Citations: 3     Fields:    
  26. Zhang Y, Bernau C, Parmigiani G, Waldron L. The impact of different sources of heterogeneity on loss of accuracy from genomic prediction models. Biostatistics. 2020 04 01; 21(2):253-268. PMID: 30202918; PMCID: PMC7868050.
    Citations: 3     Fields:    Translation:Humans
  27. Spring LM, Fell G, Arfe A, Sharma C, Greenup R, Reynolds KL, Smith BL, Alexander B, Moy B, Isakoff SJ, Parmigiani G, Trippa L, Bardia A. Pathologic Complete Response after Neoadjuvant Chemotherapy and Impact on Breast Cancer Recurrence and Survival: A Comprehensive Meta-analysis. Clin Cancer Res. 2020 06 15; 26(12):2838-2848. PMID: 32046998.
    Citations: 91     Fields:    Translation:Humans
  28. Ramchandran M, Patil P, Parmigiani G. Tree-Weighting for Multi-Study Ensemble Learners. Pac Symp Biocomput. 2020; 25:451-462. PMID: 31797618.
    Citations: 1     Fields:    Translation:Humans
  29. Schwede M, Waldron L, Mok SC, Wei W, Basunia A, Merritt MA, Mitsiades CS, Parmigiani G, Harrington DP, Quackenbush J, Birrer MJ, Culhane AC. The Impact of Stroma Admixture on Molecular Subtypes and Prognostic Gene Signatures in Serous Ovarian Cancer. Cancer Epidemiol Biomarkers Prev. 2020 02; 29(2):509-519. PMID: 31871106; PMCID: PMC7448721.
    Citations: 13     Fields:    Translation:HumansCells
  30. Bao Y, Deng Z, Wang Y, Kim H, Armengol VD, Acevedo F, Ouardaoui N, Wang C, Parmigiani G, Barzilay R, Braun D, Hughes KS. Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes. JCO Clin Cancer Inform. 2019 09; 3:1-9. PMID: 31545655.
    Citations: 9     Fields:    Translation:Humans
  31. Deng Z, Yin K, Bao Y, Armengol VD, Wang C, Tiwari A, Barzilay R, Parmigiani G, Braun D, Hughes KS. Validation of a Semiautomated Natural Language Processing-Based Procedure for Meta-Analysis of Cancer Susceptibility Gene Penetrance. JCO Clin Cancer Inform. 2019 08; 3:1-9. PMID: 31419182; PMCID: PMC6873944.
    Citations: 9     Fields:    Translation:Humans
  32. Hashim D, Gonzalez-Feliciano AG, Ahearn TU, Pettersson A, Barber L, Pernar CH, Ebot EM, Isikbay M, Finn SP, Giovannucci EL, Lis RT, Loda M, Parmigiani G, Lotan T, Kantoff PW, Mucci LA, Graff RE. Family history of prostate cancer and the incidence of ERG- and phosphatase and tensin homolog-defined prostate cancer. Int J Cancer. 2020 05 15; 146(10):2694-2702. PMID: 31318977; PMCID: PMC7905843.
    Citations:    Fields:    Translation:Humans
  33. Kim J, Braun D, Ukaegbu C, Dhingra TG, Kastrinos F, Parmigiani G, Syngal S, Yurgelun MB. Clinical Factors Associated With Gastric Cancer in Individuals With Lynch Syndrome. Clin Gastroenterol Hepatol. 2020 04; 18(4):830-837.e1. PMID: 31319185.
    Citations: 13     Fields:    Translation:Humans
  34. Zhang Y, Trippa L, Parmigiani G. Frequentist operating characteristics of Bayesian optimal designs via simulation. Stat Med. 2019 09 20; 38(21):4026-4039. PMID: 31215685.
    Citations: 1     Fields:    Translation:Humans
  35. Antonelli J, Parmigiani G, Dominici F. High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors. Bayesian Anal. 2019 Sep; 14(3):805-828. PMID: 32431779; PMCID: PMC7236769.
    Citations: 2     
  36. Aktas Samur A, Minvielle S, Shammas M, Fulciniti M, Magrangeas F, Richardson PG, Moreau P, Attal M, Anderson KC, Parmigiani G, Avet-Loiseau H, Munshi NC, Samur MK. Deciphering the chronology of copy number alterations in Multiple Myeloma. Blood Cancer J. 2019 03 26; 9(4):39. PMID: 30914633.
    Citations: 21     Fields:    Translation:Humans
  37. De Vito R, Bellio R, Trippa L, Parmigiani G. Multi-study factor analysis. Biometrics. 2019 03; 75(1):337-346. PMID: 30289163.
    Citations: 10     Fields:    Translation:Humans
  38. De Vito R, Lee YCA, Parpinel M, Serraino D, Olshan AF, Zevallos JP, Levi F, Zhang ZF, Morgenstern H, Garavello W, Kelsey K, McClean M, Schantz S, Yu GP, Boffetta P, Chuang SC, Hashibe M, La Vecchia C, Parmigiani G, Edefonti V. Shared and Study-specific Dietary Patterns and Head and Neck Cancer Risk in an International Consortium. Epidemiology. 2019 01; 30(1):93-102. PMID: 30063539.
    Citations: 10     Fields:    Translation:Humans
  39. Wang Z, Cao S, Morris JS, Ahn J, Liu R, Tyekucheva S, Gao F, Li B, Lu W, Tang X, Wistuba II, Bowden M, Mucci L, Loda M, Parmigiani G, Holmes CC, Wang W. Transcriptome Deconvolution of Heterogeneous Tumor Samples with Immune Infiltration. iScience. 2018 Nov 30; 9:451-460. PMID: 30469014.
    Citations: 27     
  40. Pernar CH, Ebot EM, Pettersson A, Graff RE, Giunchi F, Ahearn TU, Gonzalez-Feliciano AG, Markt SC, Wilson KM, Stopsack KH, Gazeeva E, Lis RT, Parmigiani G, Rimm EB, Finn SP, Giovannucci EL, Fiorentino M, Mucci LA. A Prospective Study of the Association between Physical Activity and Risk of Prostate Cancer Defined by Clinical Features and TMPRSS2:ERG. Eur Urol. 2019 07; 76(1):33-40. PMID: 30301696; PMCID: PMC6451672.
    Citations: 12     Fields:    Translation:Humans
  41. Ma S, Ogino S, Parsana P, Nishihara R, Qian Z, Shen J, Mima K, Masugi Y, Cao Y, Nowak JA, Shima K, Hoshida Y, Giovannucci EL, Gala MK, Chan AT, Fuchs CS, Parmigiani G, Huttenhower C, Waldron L. Continuity of transcriptomes among colorectal cancer subtypes based on meta-analysis. Genome Biol. 2018 09 25; 19(1):142. PMID: 30253799; PMCID: PMC6154428.
    Citations: 7     Fields:    Translation:HumansCells
  42. Barber L, Gerke T, Markt SC, Peisch SF, Wilson KM, Ahearn T, Giovannucci E, Parmigiani G, Mucci LA. Family History of Breast or Prostate Cancer and Prostate Cancer Risk. Clin Cancer Res. 2018 12 01; 24(23):5910-5917. PMID: 30082473; PMCID: PMC6279573.
    Citations: 18     Fields:    Translation:HumansPHPublic Health
  43. Vanderbeek AM, Rahman R, Fell G, Ventz S, Chen T, Redd R, Parmigiani G, Cloughesy TF, Wen PY, Trippa L, Alexander BM. The clinical trials landscape for glioblastoma: is it adequate to develop new treatments? Neuro Oncol. 2018 07 05; 20(8):1034-1043. PMID: 29518210; PMCID: PMC6280141.
    Citations: 35     Fields:    Translation:Humans
  44. Chen GM, Kannan L, Geistlinger L, Kofia V, Safikhani Z, Gendoo DMA, Parmigiani G, Birrer M, Haibe-Kains B, Waldron L. Consensus on Molecular Subtypes of High-Grade Serous Ovarian Carcinoma. Clin Cancer Res. 2018 10 15; 24(20):5037-5047. PMID: 30084834; PMCID: PMC6207081.
    Citations: 27     Fields:    Translation:Humans
  45. Madsen T, Braun D, Peng G, Parmigiani G, Trippa L. Efficient computation of the joint probability of multiple inherited risk alleles from pedigree data. Genet Epidemiol. 2018 09; 42(6):528-538. PMID: 29943416; PMCID: PMC6129424.
    Citations: 1     Fields:    Translation:Humans
  46. Rebbeck TR, Burns-White K, Chan AT, Emmons K, Freedman M, Hunter DJ, Kraft P, Laden F, Mucci L, Parmigiani G, Schrag D, Syngal S, Tamimi RM, Viswanath K, Yurgelun MB, Garber JE. Precision Prevention and Early Detection of Cancer: Fundamental Principles. Cancer Discov. 2018 07; 8(7):803-811. PMID: 29907587.
    Citations: 20     Fields:    Translation:Humans
  47. Ventz S, Cellamare M, Parmigiani G, Trippa L. Adding experimental arms to platform clinical trials: randomization procedures and interim analyses. Biostatistics. 2018 04 01; 19(2):199-215. PMID: 29036330.
    Citations: 7     Fields:    Translation:Humans
  48. Samur MK, Minvielle S, Gulla A, Fulciniti M, Cleynen A, Aktas Samur A, Szalat R, Shammas M, Magrangeas F, Tai YT, Auclair D, Keats J, Richardson P, Attal M, Moreau P, Anderson KC, Parmigiani G, Avet-Loiseau H, Munshi NC. Long intergenic non-coding RNAs have an independent impact on survival in multiple myeloma. Leukemia. 2018 12; 32(12):2626-2635. PMID: 29749396; PMCID: PMC6163089.
    Citations: 27     Fields:    Translation:Humans
  49. Patil P, Parmigiani G. Training replicable predictors in multiple studies. Proc Natl Acad Sci U S A. 2018 03 13; 115(11):2578-2583. PMID: 29531060; PMCID: PMC5856504.
    Citations: 10     Fields:    Translation:Humans
  50. Braun D, Yang J, Griffin M, Parmigiani G, Hughes KS. A Clinical Decision Support Tool to Predict Cancer Risk for Commonly Tested Cancer-Related Germline Mutations. J Genet Couns. 2018 09; 27(5):1187-1199. PMID: 29500626.
    Citations: 12     Fields:    Translation:Humans
  51. Cleynen A, Szalat R, Kemal Samur M, Robiou du Pont S, Buisson L, Boyle E, Chretien ML, Anderson K, Minvielle S, Moreau P, Attal M, Parmigiani G, Corre J, Munshi N, Avet-Loiseau H. Expressed fusion gene landscape and its impact in multiple myeloma. Nat Commun. 2017 12 01; 8(1):1893. PMID: 29196615.
    Citations: 16     Fields:    Translation:Humans
  52. Braun D, Gorfine M, Parmigiani G, Arvold ND, Dominici F, Zigler C. Propensity scores with misclassified treatment assignment: a likelihood-based adjustment. Biostatistics. 2017 Oct 01; 18(4):695-710. PMID: 28419189.
    Citations: 4     Fields:    Translation:Humans
  53. Braun D, Gorfine M, Katki HA, Ziogas A, Parmigiani G. Nonparametric Adjustment for Measurement Error in Time-to-Event Data: Application to Risk Prediction Models. J Am Stat Assoc. 2018; 113(521):14-25. PMID: 30093737.
  54. Tyekucheva S, Bowden M, Bango C, Giunchi F, Huang Y, Zhou C, Bondi A, Lis R, Van Hemelrijck M, Andrén O, Andersson SO, Watson RW, Pennington S, Finn SP, Martin NE, Stampfer MJ, Parmigiani G, Penney KL, Fiorentino M, Mucci LA, Loda M. Stromal and epithelial transcriptional map of initiation progression and metastatic potential of human prostate cancer. Nat Commun. 2017 09 04; 8(1):420. PMID: 28871082.
    Citations: 45     Fields:    Translation:HumansCells
  55. Wang XV, Parmigiani G. Integrative factor analysis - An unsupervised method for quantifying cross-study consistency of gene expression data. Genomics. 2018 03; 110(2):80-88. PMID: 28882735.
    Citations:    Fields:    
  56. Tomasetti C, Durrett R, Kimmel M, Lambert A, Parmigiani G, Zauber A, Vogelstein B. Role of stem-cell divisions in cancer risk. Nature. 2017 08 09; 548(7666):E13-E14. PMID: 28796214.
    Citations: 16     Fields:    
  57. Tanguturi SK, Trippa L, Ramkissoon SH, Pelton K, Knoff D, Sandak D, Lindeman NI, Ligon AH, Beroukhim R, Parmigiani G, Wen PY, Ligon KL, Alexander BM. Leveraging molecular datasets for biomarker-based clinical trial design in glioblastoma. Neuro Oncol. 2017 Jul 01; 19(7):908-917. PMID: 28339723; PMCID: PMC5570228.
    Citations: 11     Fields:    Translation:HumansCells
  58. Mazzola E, Coopey SB, Griffin M, Polubriaginof F, Buckley JM, Parmigiani G, Garber JE, Smith BL, Gadd MA, Specht MC, Guidi A, Hughes KS. Reassessing risk models for atypical hyperplasia: age may not matter. Breast Cancer Res Treat. 2017 Sep; 165(2):285-291. PMID: 28589368; PMCID: PMC6214351.
    Citations: 2     Fields:    Translation:Humans
  59. Ventz S, Alexander BM, Parmigiani G, Gelber RD, Trippa L. Designing Clinical Trials That Accept New Arms: An Example in Metastatic Breast Cancer. J Clin Oncol. 2017 Sep 20; 35(27):3160-3168. PMID: 28530853.
    Citations: 12     Fields:    Translation:Humans
  60. Ventz S, Barry WT, Parmigiani G, Trippa L. Bayesian response-adaptive designs for basket trials. Biometrics. 2017 09; 73(3):905-915. PMID: 28211944.
    Citations: 9     Fields:    Translation:Humans
  61. Edefonti V, Parmigiani G. Combinatorial Mixtures of Multiparameter Distributions: An Application to Bivariate Data. Int J Biostat. 2017 02 16; 13(1). PMID: 28207413.
    Citations:    Fields:    Translation:Humans
  62. Cefalu M, Dominici F, Arvold N, Parmigiani G. Model averaged double robust estimation. Biometrics. 2017 06; 73(2):410-421. PMID: 27893927.
    Citations: 12     Fields:    Translation:Humans
  63. Harrington D, Parmigiani G. Adaptive Randomization of Neratinib in Early Breast Cancer. N Engl J Med. 2016 10 20; 375(16):1593-4. PMID: 28103002.
    Citations: 1     Fields:    
  64. Harrington D, Parmigiani G. I-SPY 2--A Glimpse of the Future of Phase 2 Drug Development? N Engl J Med. 2016 Jul 07; 375(1):7-9. PMID: 27406345.
    Citations: 10     Fields:    Translation:Cells
  65. Waldron L, Riester M, Ramos M, Parmigiani G, Birrer M. The Doppelgänger Effect: Hidden Duplicates in Databases of Transcriptome Profiles. J Natl Cancer Inst. 2016 11; 108(11). PMID: 27381624; PMCID: PMC5241903.
    Citations: 6     Fields:    Translation:HumansCells
  66. Marabelli M, Cheng SC, Parmigiani G. Penetrance of ATM Gene Mutations in Breast Cancer: A Meta-Analysis of Different Measures of Risk. Genet Epidemiol. 2016 07; 40(5):425-31. PMID: 27112364; PMCID: PMC7376952.
    Citations: 40     Fields:    Translation:Humans
  67. Biswas S, Atienza P, Chipman J, Blackford AL, Arun B, Hughes K, Parmigiani G. A two-stage approach to genetic risk assessment in primary care. Breast Cancer Res Treat. 2016 Jan; 155(2):375-83. PMID: 26786860; PMCID: PMC4742331.
    Citations: 6     Fields:    Translation:Humans
  68. Mucci LA, Hjelmborg JB, Harris JR, Czene K, Havelick DJ, Scheike T, Graff RE, Holst K, Möller S, Unger RH, McIntosh C, Nuttall E, Brandt I, Penney KL, Hartman M, Kraft P, Parmigiani G, Christensen K, Koskenvuo M, Holm NV, Heikkilä K, Pukkala E, Skytthe A, Adami HO, Kaprio J. Familial Risk and Heritability of Cancer Among Twins in Nordic Countries. JAMA. 2016 Jan 05; 315(1):68-76. PMID: 26746459; PMCID: PMC5498110.
    Citations: 258     Fields:    Translation:Humans
  69. Zhang Y, Trippa L, Parmigiani G. Optimal Bayesian adaptive trials when treatment efficacy depends on biomarkers. Biometrics. 2016 06; 72(2):414-21. PMID: 26575199.
    Citations: 1     Fields:    Translation:Humans
  70. Gerke TA, Martin NE, Ding Z, Nuttall EJ, Stack EC, Giovannucci E, Lis RT, Stampfer MJ, Kantoff PW, Parmigiani G, Loda M, Mucci LA. Evaluating a 4-marker signature of aggressive prostate cancer using time-dependent AUC. Prostate. 2015 Dec; 75(16):1926-33. PMID: 26469352.
    Citations: 5     Fields:    Translation:Humans
  71. Mazzola E, Blackford A, Parmigiani G, Biswas S. Recent Enhancements to the Genetic Risk Prediction Model BRCAPRO. Cancer Inform. 2015; 14(Suppl 2):147-57. PMID: 25983549; PMCID: PMC4428390.
    Citations: 18     
  72. Tyekucheva S, Martin NE, Stack EC, Wei W, Vathipadiekal V, Waldron L, Fiorentino M, Lis RT, Stampfer MJ, Loda M, Parmigiani G, Mucci LA, Birrer M. Comparing Platforms for Messenger RNA Expression Profiling of Archival Formalin-Fixed, Paraffin-Embedded Tissues. J Mol Diagn. 2015 Jul; 17(4):374-81. PMID: 25937617.
    Citations: 13     Fields:    Translation:Humans
  73. Wang C, Dominici F, Parmigiani G, Zigler CM. Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models. Biometrics. 2015 Sep; 71(3):654-65. PMID: 25899155.
    Citations: 15     Fields:    Translation:Humans
  74. Hatchi E, Skourti-Stathaki K, Ventz S, Pinello L, Yen A, Kamieniarz-Gdula K, Dimitrov S, Pathania S, McKinney KM, Eaton ML, Kellis M, Hill SJ, Parmigiani G, Proudfoot NJ, Livingston DM. BRCA1 recruitment to transcriptional pause sites is required for R-loop-driven DNA damage repair. Mol Cell. 2015 Feb 19; 57(4):636-647. PMID: 25699710.
    Citations: 194     Fields:    Translation:HumansCells
  75. Trippa L, Wen PY, Parmigiani G, Berry DA, Alexander BM. Combining progression-free survival and overall survival as a novel composite endpoint for glioblastoma trials. Neuro Oncol. 2015 Aug; 17(8):1106-13. PMID: 25568226; PMCID: PMC4490868.
    Citations: 9     Fields:    Translation:Humans
  76. Tomasetti C, Marchionni L, Nowak MA, Parmigiani G, Vogelstein B. Only three driver gene mutations are required for the development of lung and colorectal cancers. Proc Natl Acad Sci U S A. 2015 Jan 06; 112(1):118-23. PMID: 25535351; PMCID: PMC4291633.
    Citations: 142     Fields:    Translation:HumansCells
  77. Rashid NU, Sperling AS, Bolli N, Wedge DC, Van Loo P, Tai YT, Shammas MA, Fulciniti M, Samur MK, Richardson PG, Magrangeas F, Minvielle S, Futreal PA, Anderson KC, Avet-Loiseau H, Campbell PJ, Parmigiani G, Munshi NC. Differential and limited expression of mutant alleles in multiple myeloma. Blood. 2014 Nov 13; 124(20):3110-7. PMID: 25237203; PMCID: PMC4231420.
    Citations: 35     Fields:    Translation:Humans
  78. Braun D, Gorfine M, Parmigiani G. Misreported family histories and underestimation of risk. J Clin Oncol. 2014 Nov 10; 32(32):3682-3. PMID: 25199751.
    Citations: 2     Fields:    Translation:Humans
  79. Ahern CH, Shih YC, Dong W, Parmigiani G, Shen Y. Cost-effectiveness of alternative strategies for integrating MRI into breast cancer screening for women at high risk. Br J Cancer. 2014 Oct 14; 111(8):1542-51. PMID: 25137022.
    Citations: 15     Fields:    Translation:HumansPHPublic Health
  80. Zhao SD, Parmigiani G, Huttenhower C, Waldron L. Más-o-menos: a simple sign averaging method for discrimination in genomic data analysis. Bioinformatics. 2014 Nov 01; 30(21):3062-9. PMID: 25061068.
    Citations: 19     Fields:    Translation:Humans
  81. Bernau C, Riester M, Boulesteix AL, Parmigiani G, Huttenhower C, Waldron L, Trippa L. Cross-study validation for the assessment of prediction algorithms. Bioinformatics. 2014 Jun 15; 30(12):i105-12. PMID: 24931973; PMCID: PMC4058929.
    Citations: 22     Fields:    Translation:Humans
  82. Mazzola E, Chipman J, Cheng SC, Parmigiani G. Recent BRCAPRO upgrades significantly improve calibration. Cancer Epidemiol Biomarkers Prev. 2014 Aug; 23(8):1689-95. PMID: 24891549.
    Citations: 10     Fields:    Translation:Humans
  83. Hammerling D, Cefalu M, Cisewski J, Dominici F, Parmigiani G, Paulson C, Smith RL. Completing the results of the 2013 Boston marathon. PLoS One. 2014; 9(4):e93800. PMID: 24727904.
    Citations: 2     Fields:    Translation:Humans
  84. Riester M, Wei W, Waldron L, Culhane AC, Trippa L, Oliva E, Kim SH, Michor F, Huttenhower C, Parmigiani G, Birrer MJ. Risk prediction for late-stage ovarian cancer by meta-analysis of 1525 patient samples. J Natl Cancer Inst. 2014 Apr 03; 106(5). PMID: 24700803.
    Citations: 86     Fields:    Translation:HumansCells
  85. Waldron L, Haibe-Kains B, Culhane AC, Riester M, Ding J, Wang XV, Ahmadifar M, Tyekucheva S, Bernau C, Risch T, Ganzfried BF, Huttenhower C, Birrer M, Parmigiani G. Comparative meta-analysis of prognostic gene signatures for late-stage ovarian cancer. J Natl Cancer Inst. 2014 Apr 03; 106(5). PMID: 24700801; PMCID: PMC4580554.
    Citations: 52     Fields:    Translation:HumansCells
  86. Ho YY, Cope LM, Parmigiani G. Modular network construction using eQTL data: an analysis of computational costs and benefits. Front Genet. 2014; 5:40. PMID: 24616734.
    Citations: 5     
  87. Cope L, Naiman DQ, Parmigiani G. Integrative correlation: Properties and relation to canonical correlations. J Multivar Anal. 2014 Jan 01; 123:270-280. PMID: 26028790; PMCID: PMC4447241.
    Citations: 2     
  88. Bolli N, Avet-Loiseau H, Wedge DC, Van Loo P, Alexandrov LB, Martincorena I, Dawson KJ, Iorio F, Nik-Zainal S, Bignell GR, Hinton JW, Li Y, Tubio JM, McLaren S, O' Meara S, Butler AP, Teague JW, Mudie L, Anderson E, Rashid N, Tai YT, Shammas MA, Sperling AS, Fulciniti M, Richardson PG, Parmigiani G, Magrangeas F, Minvielle S, Moreau P, Attal M, Facon T, Futreal PA, Anderson KC, Campbell PJ, Munshi NC. Heterogeneity of genomic evolution and mutational profiles in multiple myeloma. Nat Commun. 2014; 5:2997. PMID: 24429703.
    Citations: 401     Fields:    Translation:Humans
  89. Parmigiani G, Boca S, Ding J, Trippa L. Statistical tools and R software for cancer driver probabilities. Methods Mol Biol. 2014; 1101:113-34. PMID: 24233780.
    Citations:    Fields:    Translation:Humans
  90. Biswas S, Arun B, Parmigiani G. Reclassification of predictions for uncovering subgroup specific improvement. Stat Med. 2014 May 20; 33(11):1914-27. PMID: 24353130.
    Citations: 3     Fields:    Translation:Humans
  91. Gorfine M, Hsu L, Parmigiani G. Frailty Models for Familial Risk with Application to Breast Cancer. J Am Stat Assoc. 2013 Dec 01; 108(504):1205-1215. PMID: 24678132.
    Citations: 9     
  92. Boca SM, Bravo HC, Caffo B, Leek JT, Parmigiani G. A decision-theory approach to interpretable set analysis for high-dimensional data. Biometrics. 2013 Sep; 69(3):614-23. PMID: 23909925.
    Citations: 3     Fields:    Translation:Humans
  93. Gartner JJ, Parker SC, Prickett TD, Dutton-Regester K, Stitzel ML, Lin JC, Davis S, Simhadri VL, Jha S, Katagiri N, Gotea V, Teer JK, Wei X, Morken MA, Bhanot UK, Chen G, Elnitski LL, Davies MA, Gershenwald JE, Carter H, Karchin R, Robinson W, Robinson S, Rosenberg SA, Collins FS, Parmigiani G, Komar AA, Kimchi-Sarfaty C, Hayward NK, Margulies EH, Samuels Y. Whole-genome sequencing identifies a recurrent functional synonymous mutation in melanoma. Proc Natl Acad Sci U S A. 2013 Aug 13; 110(33):13481-6. PMID: 23901115.
    Citations: 83     Fields:    Translation:HumansCells
  94. Alexander BM, Wen PY, Trippa L, Reardon DA, Yung WK, Parmigiani G, Berry DA. Biomarker-based adaptive trials for patients with glioblastoma--lessons from I-SPY 2. Neuro Oncol. 2013 Aug; 15(8):972-8. PMID: 23857706.
    Citations: 14     Fields:    Translation:Humans
  95. Tomasetti C, Demetri GD, Parmigiani G. Why tyrosine kinase inhibitor resistance is common in advanced gastrointestinal stromal tumors. F1000Res. 2013; 2:152. PMID: 24555070.
    Citations: 2     Fields:    
  96. Chipman J, Drohan B, Blackford A, Parmigiani G, Hughes K, Bosinoff P. Providing access to risk prediction tools via the HL7 XML-formatted risk web service. Breast Cancer Res Treat. 2013 Jul; 140(1):187-93. PMID: 23793601.
    Citations: 6     Fields:    Translation:Humans
  97. Gorfine M, Hsu L, Zucker DM, Parmigiani G. Calibrated predictions for multivariate competing risks models. Lifetime Data Anal. 2014 Apr; 20(2):234-51. PMID: 23737081.
    Citations: 7     Fields:    Translation:Humans
  98. Ahn J, Yuan Y, Parmigiani G, Suraokar MB, Diao L, Wistuba II, Wang W. DeMix: deconvolution for mixed cancer transcriptomes using raw measured data. Bioinformatics. 2013 Aug 01; 29(15):1865-71. PMID: 23712657.
    Citations: 42     Fields:    Translation:HumansAnimals
  99. Biswas S, Atienza P, Chipman J, Hughes K, Barrera AM, Amos CI, Arun B, Parmigiani G. Simplifying clinical use of the genetic risk prediction model BRCAPRO. Breast Cancer Res Treat. 2013 Jun; 139(2):571-9. PMID: 23690142.
    Citations: 12     Fields:    Translation:Humans
  100. Ganzfried BF, Riester M, Haibe-Kains B, Risch T, Tyekucheva S, Jazic I, Wang XV, Ahmadifar M, Birrer MJ, Parmigiani G, Huttenhower C, Waldron L. curatedOvarianData: clinically annotated data for the ovarian cancer transcriptome. Database (Oxford). 2013; 2013:bat013. PMID: 23550061.
    Citations: 83     Fields:    Translation:HumansCells
  101. Trippa L, Lee EQ, Wen PY, Batchelor TT, Cloughesy T, Parmigiani G, Alexander BM. Reply to B. Freidlin et al. J Clin Oncol. 2013 Mar 01; 31(7):970-1. PMID: 23565532.
    Citations: 2     Fields:    Translation:Humans
  102. Minelli C, De Grandi A, Weichenberger CX, Gögele M, Modenese M, Attia J, Barrett JH, Boehnke M, Borsani G, Casari G, Fox CS, Freina T, Hicks AA, Marroni F, Parmigiani G, Pastore A, Pattaro C, Pfeufer A, Ruggeri F, Schwienbacher C, Taliun D, Pramstaller PP, Domingues FS, Thompson JR. Importance of different types of prior knowledge in selecting genome-wide findings for follow-up. Genet Epidemiol. 2013 Feb; 37(2):205-13. PMID: 23307621.
    Citations: 10     Fields:    Translation:Humans
  103. Tomasetti C, Vogelstein B, Parmigiani G. Half or more of the somatic mutations in cancers of self-renewing tissues originate prior to tumor initiation. Proc Natl Acad Sci U S A. 2013 Feb 05; 110(6):1999-2004. PMID: 23345422.
    Citations: 175     Fields:    Translation:HumansCells
  104. Thompson JR, Gögele M, Weichenberger CX, Modenese M, Attia J, Barrett JH, Boehnke M, De Grandi A, Domingues FS, Hicks AA, Marroni F, Pattaro C, Ruggeri F, Borsani G, Casari G, Parmigiani G, Pastore A, Pfeufer A, Schwienbacher C, Taliun D, Fox CS, Pramstaller PP, Minelli C. SNP prioritization using a Bayesian probability of association. Genet Epidemiol. 2013 Feb; 37(2):214-21. PMID: 23280596; PMCID: PMC3725584.
    Citations: 9     Fields:    Translation:Humans
  105. Sausen M, Leary RJ, Jones S, Wu J, Reynolds CP, Liu X, Blackford A, Parmigiani G, Diaz LA, Papadopoulos N, Vogelstein B, Kinzler KW, Velculescu VE, Hogarty MD. Integrated genomic analyses identify ARID1A and ARID1B alterations in the childhood cancer neuroblastoma. Nat Genet. 2013 Jan; 45(1):12-7. PMID: 23202128.
    Citations: 211     Fields:    Translation:HumansCells
  106. Leary RJ, Sausen M, Kinde I, Papadopoulos N, Carpten JD, Craig D, O'Shaughnessy J, Kinzler KW, Parmigiani G, Vogelstein B, Diaz LA, Velculescu VE. Detection of chromosomal alterations in the circulation of cancer patients with whole-genome sequencing. Sci Transl Med. 2012 Nov 28; 4(162):162ra154. PMID: 23197571.
    Citations: 260     Fields:    Translation:Humans
  107. Mazzola E, Cheng SC, Parmigiani G. The penetrance of ductal carcinoma in situ among BRCA1 and BRCA2 mutation carriers. Breast Cancer Res Treat. 2013 Jan; 137(1):315-8. PMID: 23184082.
    Citations: 2     Fields:    Translation:Humans
  108. Waldron L, Ogino S, Hoshida Y, Shima K, McCart Reed AE, Simpson PT, Baba Y, Nosho K, Segata N, Vargas AC, Cummings MC, Lakhani SR, Kirkner GJ, Giovannucci E, Quackenbush J, Golub TR, Fuchs CS, Parmigiani G, Huttenhower C. Expression profiling of archival tumors for long-term health studies. Clin Cancer Res. 2012 Nov 15; 18(22):6136-46. PMID: 23136189.
    Citations: 18     Fields:    Translation:HumansCells
  109. Coopey SB, Mazzola E, Buckley JM, Sharko J, Belli AK, Kim EM, Polubriaginof F, Parmigiani G, Garber JE, Smith BL, Gadd MA, Specht MC, Guidi AJ, Roche CA, Hughes KS. The role of chemoprevention in modifying the risk of breast cancer in women with atypical breast lesions. Breast Cancer Res Treat. 2012 Dec; 136(3):627-33. PMID: 23117858.
    Citations: 37     Fields:    Translation:Humans
  110. Wang XV, Blades N, Ding J, Sultana R, Parmigiani G. Estimation of sequencing error rates in short reads. BMC Bioinformatics. 2012 Jul 30; 13:185. PMID: 22846331.
    Citations: 29     Fields:    Translation:Humans
  111. Telesca D, Müller P, Parmigiani G, Freedman RS. MODELING DEPENDENT GENE EXPRESSION. Ann Stat. 2012; 6(2):542-560. PMID: 28473730; PMCID: PMC5412732.
    Citations: 4     
  112. Trippa L, Lee EQ, Wen PY, Batchelor TT, Cloughesy T, Parmigiani G, Alexander BM. Bayesian adaptive randomized trial design for patients with recurrent glioblastoma. J Clin Oncol. 2012 Sep 10; 30(26):3258-63. PMID: 22649140.
    Citations: 35     Fields:    Translation:Humans
  113. Vogelstein B, Roberts NJ, Vogelstein JT, Parmigiani G, Kinzler KW, Velculescu VE. Response to comments on "the predictive capacity of personal genome sequencing". Sci Transl Med. 2012 May 23; 4(135):135lr3. PMID: 22623739.
  114. Roberts NJ, Vogelstein JT, Parmigiani G, Kinzler KW, Vogelstein B, Velculescu VE. The predictive capacity of personal genome sequencing. Sci Transl Med. 2012 May 09; 4(133):133ra58. PMID: 22472521; PMCID: PMC3741669.
    Citations: 74     Fields:    Translation:Humans
  115. Waldron L, Simpson P, Parmigiani G, Huttenhower C. Report on emerging technologies for translational bioinformatics: a symposium on gene expression profiling for archival tissues. BMC Cancer. 2012 Mar 29; 12:124. PMID: 22458912.
    Citations: 14     Fields:    Translation:Humans
  116. Wang C, Parmigiani G, Dominici F. Bayesian effect estimation accounting for adjustment uncertainty. Biometrics. 2012 Sep; 68(3):661-71. PMID: 22364439.
    Citations: 46     Fields:    Translation:HumansPHPublic Health
  117. Biswas S, Tankhiwale N, Blackford A, Barrera AM, Ready K, Lu K, Amos CI, Parmigiani G, Arun B. Assessing the added value of breast tumor markers in genetic risk prediction model BRCAPRO. Breast Cancer Res Treat. 2012 May; 133(1):347-55. PMID: 22270937.
    Citations: 13     Fields:    Translation:Humans
  118. Tyekucheva S, Marchionni L, Karchin R, Parmigiani G. Integrating diverse genomic data using gene sets. Genome Biol. 2011 Oct 21; 12(10):R105. PMID: 22018358.
    Citations: 33     Fields:    Translation:HumansCells
  119. Favorov A, Lvovs D, Speier W, Parmigiani G, Ochs MF. OnionTree XML: a format to exchange gene-related probabilities. J Biomol Struct Dyn. 2011 Oct; 29(2):417-23. PMID: 21875159.
    Citations:    Fields:    
  120. Joshu CE, Parmigiani G, Colditz GA, Platz EA. Opportunities for the primary prevention of colorectal cancer in the United States. Cancer Prev Res (Phila). 2012 Jan; 5(1):138-45. PMID: 21955521.
    Citations: 12     Fields:    Translation:Humans
  121. Arun B, Biswas S, Tankhiwale N, Blackford AL, Gutierrez-Barrera AM, Litton JK, Hortobagyi GN, Amos CI, Parmigiani G. Assessing the added value of breast tumor markers in breast cancer genetic risk prediction model BRCAPRO. J Clin Oncol. 2011 Sep 20; 29(27_suppl):164. PMID: 27957957.
  122. Ho YY, Parmigiani G, Louis TA, Cope LM. Modeling liquid association. Biometrics. 2011 Mar; 67(1):133-41. PMID: 20528865.
    Citations: 16     Fields:    Translation:Humans
  123. Parsons DW, Li M, Zhang X, Jones S, Leary RJ, Lin JC, Boca SM, Carter H, Samayoa J, Bettegowda C, Gallia GL, Jallo GI, Binder ZA, Nikolsky Y, Hartigan J, Smith DR, Gerhard DS, Fults DW, VandenBerg S, Berger MS, Marie SK, Shinjo SM, Clara C, Phillips PC, Minturn JE, Biegel JA, Judkins AR, Resnick AC, Storm PB, Curran T, He Y, Rasheed BA, Friedman HS, Keir ST, McLendon R, Northcott PA, Taylor MD, Burger PC, Riggins GJ, Karchin R, Parmigiani G, Bigner DD, Yan H, Papadopoulos N, Vogelstein B, Kinzler KW, Velculescu VE. The genetic landscape of the childhood cancer medulloblastoma. Science. 2011 Jan 28; 331(6016):435-9. PMID: 21163964.
    Citations: 402     Fields:    Translation:HumansCells
  124. Boca SM, Kinzler KW, Velculescu VE, Vogelstein B, Parmigiani G. Patient-oriented gene set analysis for cancer mutation data. Genome Biol. 2010; 11(11):R112. PMID: 21092299.
    Citations: 32     Fields:    Translation:Humans
  125. Scharpf RB, Iacobuzio-Donahue CA, Cope L, Ruczinski I, Garrett-Mayer E, Lakkur S, Campagna D, Parmigiani G. Cross-platform Comparison of Two Pancreatic Cancer Phenotypes. Cancer Inform. 2010 Nov 01; 9:257-64. PMID: 21082040.
    Citations: 1