Core C:Biostatistics,Bioinformatics,and Patient Registry Core

项目来源

美国卫生和人类服务部基金(HHS)

项目主持人

SUMAN, VERA JEAN

项目受资助机构

MAYO CLINIC ROCHESTER

立项年度

2020

立项时间

未公开

项目编号

5P50CA11620115

项目级别

国家级

研究期限

未知 / 未知

受资助金额

288719.00美元

学科

Aging; Biotechnology; Breast Cancer; Cancer; Cancer Genomics; Clinical Research; Clinical Trials and Supportive Activities; Estrogen; Genetics; Health Disparities; Human Genome; Immunotherapy; Minority Health; Prevention; Women's Health;

学科代码

未公开

基金类别

RESEARCH CENTERS

Address ; Adjuvant ; Adjuvant Therapy ; Agonist ; Animal Experiments ; Archives ; Aromatase Inhibitors ; Bioinformatics ; Biometry ; Biopsy ; Biostatistics Core ; Breast Cancer Patient ; Breast Cancer Risk Factor ; Clinic ; Clinical Trials ; Collaborations ; Complement ; Cystatins ; DNA sequencing ; Data ; Data Analyses ; Data Collection ; Data Management Resources ; Databases ; Development ; Disease ; Ensure ; Estradiol ; Estrogen Receptor beta ; Estrogens ; Event ; Evolution ; Family ; Funding ; Gene Expression ; Genes ; Genomics ; Immunologics ; Individual ; Monitor

参与者

SUMAN, VERA JEAN

参与机构

NATIONAL CANCER INSTITUTE

项目标书摘要:Project Summary/AbstractThe Biostatistics,Bioinformatics,and Patient Registry Core provides statistical and bioinformatics collaborationand data management support for each of the SPORE projects,Developmental Research and CareerEnhancement projects,and the other cores.Its members have breast cancer content knowledge.Theircollaborative efforts are included the development of a statistical design and analysis plan,quality control,database development,data form development and processing,data collection/abstraction and entry,dataanalysis and interpretation,manuscript preparation,and data archiving.The existence of the Biostatistics Corehas provided SPORE investigators access to statistical expertise which includes state of the art data analysisand data management resources as well as provides a mechanism of consistent and compatible datahandling.These efforts have resulted in 59 publications over the previous funding period.In this renewal application,the Biostatistics,Bioinformatics,and Patient Registry Core(Core C)has workedwith each of the SPORE project research teams in preparing their project research plans.Throughout theconduct of this research,Core members will attend Project team meeting as well as smaller investigatorsmeetings to assure each SPORE investigator has ongoing access to the statistical expertise needed during theevolution of their research endeavor.Through these collaborative activities,SPORE investigators have accessto a team of statistical/bioinformatics collaborators with breast cancer content knowledge to ensure thedevelopment of a study design that can generate data to address the questions posed as well as to ensure theapplication of statistical and bioinformatics analysis techniques which are appropriate for the complex datagenerated in these diverse projects.This core complements and assists the efforts of the Biospecimen andPathology Core by providing state of the art data management and collaboration with biospecimen registries.In summary,Core C will help assure that research in the Mayo Clinic Breast Cancer SPORE is carried out inan efficient,effective,and rigorous manner.

项目持续时间

15 years

项目负责机构类型

Other Domestic Non-Profits

  • 排序方式:
  • 3
  • /
  • 2.Physical activity,sedentary time and breast cancer risk:a Mendelian randomisation study

    • 关键词:
    • GENETIC-VARIANTS; CAUSAL INFERENCE; INSTRUMENTS
    • Dixon-Suen SC;
    • 《British journal of sports medicine》
    • 2022年
    • 56卷
    • 20期
    • 期刊

    Objectives Physical inactivity and sedentary behaviour are associated with higher breast cancer risk in observational studies, but ascribing causality is difficult. Mendelian randomisation (MR) assesses causality by simulating randomised trial groups using genotype. We assessed whether lifelong physical activity or sedentary time, assessed using genotype, may be causally associated with breast cancer risk overall, pre/post-menopause, and by case-groups defined by tumour characteristics.Methods We performed two-sample inverse-variance-weighted MR using individual-level Breast Cancer Association Consortium case-control data from 130 957 European-ancestry women (69 838 invasive cases), and published UK Biobank data (n=91 105-377 234). Genetic instruments were single nucleotide polymorphisms (SNPs) associated in UK Biobank with wrist-worn accelerometer-measured overall physical activity (n(snps)=5) or sedentary time (n(snps)=6), or accelerometer-measured (n(snps)=1) or self-reported (n(snps)=5) vigorous physical activity.Results Greater genetically-predicted overall activity was associated with lower breast cancer overall risk (OR=0.59; 95% confidence interval (CI) 0.42 to 0.83 per-standard deviation (SD;similar to 8 milligravities acceleration)) and for most case-groups. Genetically-predicted vigorous activity was associated with lower risk of pre/perimenopausal breast cancer (OR=0.62; 95% CI 0.45 to 0.87,>= 3 vs. 0 self-reported days/week), with consistent estimates for most case-groups. Greater genetically-predicted sedentary time was associated with higher hormone-receptor-negative tumour risk (OR=1.77; 95% CI 1.07 to 2.92 per-SD (similar to 7% time spent sedentary)), with elevated estimates for most case-groups. Results were robust to sensitivity analyses examining pleiotropy (including weighted-median-MR, MR-Egger).Conclusion Our study provides strong evidence that greater overall physical activity, greater vigorous activity, and lower sedentary time are likely to reduce breast cancer risk. More widespread adoption of active lifestyles may reduce the burden from the most common cancer in women.

    ...
  • 3.An integrative model for the comprehensive classification of BRCA1 and BRCA2 variants of uncertain clinical significance

    • 关键词:
    • SEQUENCE VARIANTS; CANCER; RECOMMENDATIONS; GENOMICS
    • Iversen, Edwin S.;Lipton, Gary;Hart, Steven N.;Lee, Kun Y.;Hu, Chunling;Polley, Eric C.;Pesaran, Tina;Yussuf, Amal;LaDuca, Holly;Chao, Elizabeth;Karam, Rachid;Goldgar, David E.;Couch, Fergus J.;Monteiro, Alvaro N. A.
    • 《NPJ GENOMIC MEDICINE》
    • 2022年
    • 7卷
    • 1期
    • 期刊

    Loss-of-function variants in the BRCA1 and BRCA2 susceptibility genes predispose carriers to breast and/or ovarian cancer. The use of germline testing panels containing these genes has grown dramatically, but the interpretation of the results has been complicated by the identification of many sequence variants of undefined cancer relevance, termed "Variants of Uncertain Significance (VUS)." We have developed functional assays and a statistical model called VarCall for classifying BRCA1 and BRCA2 VUS. Here we describe a multifactorial extension of VarCall, called VarCall XT, that allows for co-analysis of multiple forms of genetic evidence. We evaluated the accuracy of models defined by the combinations of functional, in silico protein predictors, and family data for VUS classification. VarCall XT classified variants of known pathogenicity status with high sensitivity and specificity, with the functional assays contributing the greatest predictive power. This approach could be used to identify more patients that would benefit from personalized cancer risk assessment and management.

    ...
  • 4.Digital spatial profiling of immune-related proteins in luminal androgen receptor (LAR) vs non-LAR triple-negative breast cancer (TNBC)

    • Leon-Ferre, Roberto A.;Carter, Jodi M.;Zahrieh, David M.;Hillman, David W.;Chumsri, Saranya;Ma, Yaohua;Kachergus, Jennifer M.;Wang, Xue;Boughey, Judy C.;Liu, Minetta C.;Ingle, James N.;Kalari, Krishna R.;Bisneto, Jose C. Villasboas;Couch, Fergus J.;Thompson, E. Aubrey;Goetz, Matthew P.
    • 《San Antonio Breast Cancer Symposium》
    • 2022年
    • DEC 07-10, 2021
    • San Antonio, TX
    • 会议
  • 5.Anastrozole Regulates Fatty Acid Synthase in Breast Cancer

    • 关键词:
    • ESTROGEN-RECEPTOR; AROMATASE INHIBITORS; MOLECULAR-CHANGES;MESSENGER-RNA; EXPRESSION; GROWTH; CELLS; PHOSPHORYLATION; ACTIVATION;PREVENTION
    • Cairns, Junmei;Ingle, James N.;Kalari, Krishna R.;Goetz, Matthew P.;Weinshilboum, Richard M.;Gao, Huanyao;Li, Hu;Bari, Mehrab Ghanat;Wang, Liewei
    • 《MOLECULAR CANCER THERAPEUTICS》
    • 2022年
    • 21卷
    • 2期
    • 期刊
  • 6.Germline Pathogenic Variants in Cancer Predisposition Genes Among Women With Invasive Lobular Carcinoma of the Breast

    • 关键词:
    • MEDICAL GENETICS; AMERICAN-COLLEGE; CHEK2; CDH1; MUTATIONS; RISK;ASSOCIATION; PATHOLOGY; GENOMICS; BRCA1/2
    • Yadav, Siddhartha;Hu, Chunling;Nathanson, Katherine L.;Weitzel, Jeffrey N.;Goldgar, David E.;Kraft, Peter;Gnanaolivu, Rohan D.;Na, Jie;Huang, Hongyan;Boddicker, Nicholas J.;Larson, Nicole;Gao, Chi;Yao, Song;Weinberg, Clarice;Vachon, Celine M.;Trentham-Dietz, Amy;Taylor, Jack A.;Sandler, Dale R.;Patel, Alpa;Palmer, Julie R.;Olson, Janet E.;Neuhausen, Susan;Martinez, Elena;Lindstrom, Sara;Lacey, James V.;Kurian, Allison W.;John, Esther M.;Haiman, Christopher;Bernstein, Leslie;Auer, Paul W.;Anton-Culver, Hoda;Ambrosone, Christine B.;Karam, Rachid;Chao, Elizabeth;Yussuf, Amal;Pesaran, Tina;Dolinsky, Jill S.;Hart, Steven N.;LaDuca, Holly;Polley, Eric C.;Domchek, Susan M.;Couch, Fergus J.
    • 《JOURNAL OF CLINICAL ONCOLOGY》
    • 2021年
    • 39卷
    • 35期
    • 期刊

    PURPOSE To determine the contribution of germline pathogenic variants (PVs) in hereditary cancer testing panel genes to invasive lobular carcinoma (ILC) of the breast. MATERIALS AND METHODS The study included 2,999 women with ILC from a population-based cohort and 3,796 women with ILC undergoing clinical multigene panel testing (clinical cohort). Frequencies of germline PVs in breast cancer predisposition genes (ATM, BARD1, BRCA1, BRCA2, BRIP1, CDH1, CHEK2, PALB2, PTEN, RAD51C, RAD51D, and TP53) were compared between women with ILC and unaffected female controls and between women with ILC and infiltrating ductal carcinoma (IDC). RESULTS The frequency of PVs in breast cancer predisposition genes among women with ILC was 6.5% in the clinical cohort and 5.2% in the population-based cohort. In case-control analysis, CDH1 and BRCA2 PVs were associated with high risks of ILC (odds ratio [OR] > 4) and CHEK2, ATM, and PALB2 PVs were associated with moderate (OR = 2-4) risks. BRCA1 PVs and CHEK2 p.Ile157Thr were not associated with clinically relevant risks (OR < 2) of ILC. Compared with IDC, CDH1 PVs were > 10-fold enriched, whereas PVs in BRCA1 were substantially reduced in ILC. CONCLUSION The study establishes that PVs in ATM, BRCA2, CDH1, CHEK2, and PALB2 are associated with an increased risk of ILC, whereas BRCA1 PVs are not. The similar overall PV frequencies for ILC and IDC suggest that cancer histology should not influence the decision to proceed with genetic testing. Similar to IDC, multigene panel testing may be appropriate for women with ILC, but CDH1 should be specifically discussed because of low prevalence and gastric cancer risk.

    ...
  • 8.A clinical calculator to predict disease outcomes in women with triple-negative breast cancer

    • 关键词:
    • TUMOR-INFILTRATING LYMPHOCYTES; ADJUVANT CHEMOTHERAPY; PROGNOSTIC VALUE; BASAL-LIKE; PATTERNS; SUPERIOR; FEATURES; MODELS; TRIALS; GENES
    • Polley, Mei-Yin C.;Leon-Ferre, Roberto A.;Leung, Samuel;Cheng, Angela;Gao, Dongxia;Sinnwell, Jason;Liu, Heshan;Hillman, David W.;Eyman-Casey, Abraham;Gilbert, Judith A.;Negron, Vivian;Boughey, Judy C.;Liu, Minetta C.;Ingle, James N.;Kalari, Krishna;Couch, Fergus;Carter, Jodi M.;Visscher, Daniel W.;Nielsen, Torsten O.;Goetz, Matthew P.
    • 《BREAST CANCER RESEARCH AND TREATMENT》
    • 期刊

    Purpose Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer, characterized by substantial risks of early disease recurrence and mortality. We constructed and validated clinical calculators for predicting recurrence-free survival (RFS) and overall survival (OS) for TNBC. Methods Data from 605 women with centrally confirmed TNBC who underwent primary breast cancer surgery at Mayo Clinic during 1985-2012 were used to train risk models. Variables included age, menopausal status, tumor size, nodal status, Nottingham grade, surgery type, adjuvant radiation therapy, adjuvant chemotherapy, Ki67, stromal tumor-infiltrating lymphocytes (sTIL) score, and neutrophil-to-lymphocyte ratio (NLR). Final models were internally validated for calibration and discrimination using ten-fold cross-validation and compared with their base-model counterparts which include only tumor size and nodal status. Independent external validation was performed using data from 478 patients diagnosed with stage II/III invasive TNBC during 1986-1992 in the British Columbia Breast Cancer Outcomes Unit database. Results Final RFS and OS models were well calibrated and associated with C-indices of 0.72 and 0.73, as compared with 0.64 and 0.62 of the base models (p < 0.001). In external validation, the discriminant ability of the final models was comparable to the base models (C-index: 0.59-0.61). The RFS model demonstrated greater accuracy than the base model both overall and within patient subgroups, but the advantages of the OS model were less profound. Conclusions This TNBC clinical calculator can be used to predict patient outcomes and may aid physician's communication with TNBC patients regarding their long-term disease outlook and planning treatment strategies.

    ...
  • 9.Association of mammographic density measures and breast cancer "intrinsic" molecular subtypes.

    • 关键词:
    • 0 / Biomarkers, Tumor. 0 / Receptors, Estrogen. 0 / Receptors, Progesterone. EC 2.7.10.1 / Receptor, ErbB-2;Breast cancer; Mammographic density; Intrinsic molecular subtypes
    • Kleinstern, Geffen;Scott, Christopher G;Tamimi, Rulla M;Jensen, Matthew R;Pankratz, V Shane;Bertrand, Kimberly A;Norman, Aaron D;Visscher, Daniel W;Couch, Fergus J;Brandt, Kathleen;Shepherd, John;Wu, Fang-Fang;Chen, Yunn-Yi;Cummings, Steven R;Winham, Stacey;Kerlikowske, Karla;Vachon, Celine M
    • 《Breast cancer research and treatment》
    • 2021年
    • 187卷
    • 1期
    • 期刊

    PURPOSE: We evaluated the association of percent mammographic density (PMD), absolute dense area (DA), and non-dense area (NDA) with risk of "intrinsic" molecular breast cancer (BC) subtypes.; METHODS: We pooled 3492 invasive BC and 10,148 controls across six studies with density measures from prediagnostic, digitized film-screen mammograms. We classified BC tumors into subtypes [63% Luminal A, 21% Luminal B, 5% HER2 expressing, and 11% as triple negative (TN)] using information on estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2(HER2), and tumor grade. We used polytomous logistic regression to calculate odds ratio (OR) and 95% confidence intervals (CI) for density measures (per SD) across the subtypes compared to controls, adjusting for age, body mass index and study, and examined differences by age group.; RESULTS: All density measures were similarly associated with BC risk across subtypes. Significant interaction of PMD by age (P=0.001) was observed for Luminal A tumors, with stronger effect sizes seen for younger women<45years (OR=1.69per SD PMD) relative to women of older ages (OR=1.53, ages 65-74, OR=1.44 ages 75+). Similar but opposite trends were seen for NDA by age for risk of Luminal A: risk for women:<45years (OR=0.71per SDNDA) was lower than older women (OR=0.83 and OR=0.84 for ages 65-74 and 75+, respectively) (P<0.001). Although not significant, similar patterns of associations were seen by age for TN cancers.; CONCLUSIONS: Mammographic density measures were associated with risk of all "intrinsic" molecular subtypes. However, findings of significant interactions between age and density measures may have implications for subtype-specific risk models.

    ...
  • 10.Contribution of Germline Predisposition Gene Mutations to Breast Cancer Risk in African American Women

    • 关键词:
    • CLINICAL CHARACTERISTICS; INHERITED MUTATIONS; BRCA2 MUTATIONS;FAMILY-HISTORY; POPULATION; SUSCEPTIBILITY; COHORT; PANEL; PREVALENCE;INDIVIDUALS
    • Palmer, Julie R.;Polley, Eric C.;Hu, Chunling;John, Esther M.;Haiman, Christopher;Hart, Steven N.;Gaudet, Mia;Pal, Tuya;Anton-Culver, Hoda;Trentham-Dietz, Amy;Bernstein, Leslie;Ambrosone, Christine B.;Bandera, Elisa, V;Bertrand, Kimberly A.;Bethea, Traci N.;Gao, Chi;Gnanaolivu, Rohan D.;Huang, Hongyan;Lee, Kun Y.;LeMarchand, Loic;Na, Jie;Sandler, Dale P.;Shah, Payal D.;Yadav, Siddhartha;Yang, William;Weitzel, Jeffrey N.;Domchek, Susan M.;Goldgar, David E.;Nathanson, Katherine L.;Kraft, Peter;Yao, Song;Couch, Fergus J.
    • 《JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE》
    • 2020年
    • 112卷
    • 12期
    • 期刊

    Background: The risks of breast cancer in African American (AA) women associated with inherited mutations in breast cancer predisposition genes are not well defined. Thus, whether multigene germline hereditary cancer testing panels are applicable to this population is unknown. We assessed associations between mutations in panel-based genes and breast cancer risk in 5054 AA women with breast cancer and 4993 unaffected AA women drawn from 10 epidemiologic studies. Methods: Germline DNA samples were sequenced for mutations in 23 cancer predisposition genes using a QIAseq multiplex amplicon panel. Prevalence of mutations and odds ratios (ORs) for associations with breast cancer risk were estimated with adjustment for study design, age, and family history of breast cancer. Results: Pathogenic mutations were identified in 10.3% of women with estrogen receptor (ER)-negative breast cancer, 5.2% of women with ER-positive breast cancer, and 2.3% of unaffected women. Mutations in BRCA1, BRCA2, and PALB2 were associated with high risks of breast cancer (OR = 47.55, 95% confidence interval [CI] = 10.43 to >100; OR = 7.25, 95% CI = 4.07 to 14.12; OR = 8.54, 95% CI = 3.67 to 24.95, respectively). RAD51D mutations were associated with high risk of ER-negative disease (OR = 7.82, 95% CI = 1.61 to 57.42). Moderate risks were observed for CHEK2, ATM, ERCC3, and FANCC mutations with ER-positive cancer, and RECQL mutations with all breast cancer. Conclusions: The study identifies genes that predispose to breast cancer in the AA population, demonstrates the validity of current breast cancer testing panels for use in AA women, and provides a basis for increased referral of AA patients for cancer genetic testing.

    ...
  • 排序方式:
  • 3
  • /