1
|
Kyalwazi B, Yau C, Campbell MJ, Yoshimatsu TF, Chien AJ, Wallace AM, Forero-Torres A, Pusztai L, Ellis ED, Albain KS, Blaes AH, Haley BB, Boughey JC, Elias AD, Clark AS, Isaacs CJ, Nanda R, Han HS, Yung RL, Tripathy D, Edmiston KK, Viscusi RK, Northfelt DW, Khan QJ, Asare SM, Wilson A, Hirst GL, Lu R, Symmans WF, Yee D, DeMichele AM, van ’t Veer LJ, Esserman LJ, Olopade OI. Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer. JAMA Netw Open 2023; 6:e2349646. [PMID: 38153734 PMCID: PMC10755617 DOI: 10.1001/jamanetworkopen.2023.49646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/26/2023] [Indexed: 12/29/2023] Open
Abstract
Importance There has been little consideration of genomic risk of recurrence by breast cancer subtype despite evidence of racial disparities in breast cancer outcomes. Objective To evaluate associations between clinical trial end points, namely pathologic complete response (pCR) and distant recurrence-free survival (DRFS), and race and examine whether gene expression signatures are associated with outcomes by race. Design, Setting, and Participants This retrospective cohort study used data from the Investigation of Serial Studies to Predict Your Therapeutic Response With Imaging and Molecular Analysis 2 (I-SPY 2) multicenter clinical trial of neoadjuvant chemotherapy with novel agents and combinations for patients with previously untreated stage II/III breast cancer. Analyses were conducted of associations between race and short- and long-term outcomes, overall and by receptor subtypes, and their association with 28 expression biomarkers. The trial enrolled 990 female patients between March 30, 2010, and November 5, 2016, with a primary tumor size of 2.5 cm or greater and clinical or molecular high risk based on MammaPrint or hormone receptor (HR)-negative/ERBB2 (formerly HER2 or HER2/neu)-positive subtyping across 9 arms. This data analysis was performed between June 10, 2021, and October 20, 2022. Exposure Race, tumor receptor subtypes, and genomic biomarker expression of early breast cancer. Main Outcomes and Measures The primary outcomes were pCR and DRFS assessed by race, overall, and by tumor subtype using logistic regression and Cox proportional hazards regression models. The interaction between 28 expression biomarkers and race, considering pCR and DRFS overall and within subtypes, was also evaluated. Results The analytic sample included 974 participants (excluding 16 self-reporting as American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander, or multiple races due to small sample sizes), including 68 Asian (7%), 120 Black (12%), and 786 White (81%) patients. Median (range) age at diagnosis was 47 (25-71) years for Asian, 49 (25-77) for Black, and 49 (23-73) years for White patients. The pCR rates were 32% (n = 22) for Asian, 30% for Black (n = 36), and 32% for White (n = 255) patients (P = .87). Black patients with HR-positive/ERBB2-negative tumors not achieving pCR had significantly worse DRFS than their White counterparts (hazard ratio, 2.28; 95% CI, 1.24-4.21; P = .01), with 5-year DRFS rates of 55% (n = 32) and 77% (n = 247), respectively. Black patients with HR-positive/ERBB2-negative tumors, compared with White patients, had higher expression of an interferon signature (mean [SD], 0.39 [0.87] and -0.10 [0.99]; P = .007) and, compared with Asian patients, had a higher mitotic score (mean [SD], 0.07 [1.08] and -0.69 [1.06]; P = .01) and lower estrogen receptor/progesterone receptor signature (mean [SD], 0.31 [0.90] and 1.08 [0.95]; P = .008). A transforming growth factor β signature had a significant association with race relative to pCR and DRFS, with a higher signature associated with lower pCR and worse DRFS outcomes among Black patients only. Conclusions and Relevance The findings show that women with early high-risk breast cancer who achieve pCR have similarly good outcomes regardless of race, but Black women with HR-positive/ERBB2-negative tumors without pCR may have worse DRFS than White women, highlighting the need to develop and test novel biomarker-informed therapies in diverse populations.
Collapse
Affiliation(s)
- Beverly Kyalwazi
- Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Christina Yau
- Department of Surgery, University of California, San Francisco
| | | | - Toshio F. Yoshimatsu
- Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois
| | - A. Jo Chien
- Department of Hematology Oncology and Surgery, University of California, San Francisco Helen Diller Comprehensive Cancer Center, San Francisco
| | - Anne M. Wallace
- Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla
| | | | - Lajos Pusztai
- Department of Medical Oncology, Yale School of Medicine, Yale University, New Haven, Connecticut
| | | | - Kathy S. Albain
- Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis
| | - Anne H. Blaes
- Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis
| | - Barbara B. Haley
- Division of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas
| | | | | | - Amy S. Clark
- Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | | | - Rita Nanda
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois
| | - Hyo S. Han
- Department of Breast Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Rachel L. Yung
- Department of Medicine, School of Medicine, University of Washington, Seattle
| | - Debasish Tripathy
- Division of Cancer Medicine, Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | | | - Rebecca K. Viscusi
- Department of Surgery, University of Arizona College of Medicine, Tucson
| | | | - Qamar J. Khan
- Division of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City
| | - Smita M. Asare
- Quantum Leap Healthcare Collaborative, San Francisco, California
| | - Amy Wilson
- Quantum Leap Healthcare Collaborative, San Francisco, California
| | | | - Ruixiao Lu
- Quantum Leap Healthcare Collaborative, San Francisco, California
| | - William Fraser Symmans
- Division of Pathology and Laboratory Medicine, Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston
| | - Douglas Yee
- Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis
| | - Angela M. DeMichele
- Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Laura J. van ’t Veer
- Department of Laboratory Medicine, University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco
| | | | - Olufunmilayo I. Olopade
- Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois
| |
Collapse
|
7
|
Brinton LA, Key TJ, Kolonel LN, Michels KB, Sesso HD, Ursin G, Van Den Eeden SK, Wood SN, Falk RT, Parisi D, Guillemette C, Caron P, Turcotte V, Habel LA, Isaacs CJ, Riboli E, Weiderpass E, Cook MB. Prediagnostic Sex Steroid Hormones in Relation to Male Breast Cancer Risk. J Clin Oncol 2015; 33:2041-50. [PMID: 25964249 PMCID: PMC4461805 DOI: 10.1200/jco.2014.59.1602] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
PURPOSE Although previous studies have implicated a variety of hormone-related risk factors in the etiology of male breast cancers, no previous studies have examined the effects of endogenous hormones. PATIENTS AND METHODS Within the Male Breast Cancer Pooling Project, an international consortium comprising 21 case-control and cohort investigations, a subset of seven prospective cohort studies were able to contribute prediagnostic serum or plasma samples for hormone quantitation. Using a nested case-control design, multivariable unconditional logistic regression analyses estimated odds ratios and 95% CIs for associations between male breast cancer risk and 11 individual estrogens and androgens, as well as selected ratios of these analytes. RESULTS Data from 101 cases and 217 matched controls were analyzed. After adjustment for age and date of blood draw, race, and body mass index, androgens were found to be largely unrelated to risk, but circulating estradiol levels showed a significant association. Men in the highest quartile had an odds ratio of 2.47 (95% CI, 1.10 to 5.58) compared with those in the lowest quartile (trend P = .06). Assessment of estradiol as a ratio to various individual androgens or sum of androgens showed no further enhancement of risk. These relations were not significantly modified by either age or body mass index, although estradiol was slightly more strongly related to breast cancers occurring among younger (age < 67 years) than older men. CONCLUSION Our results support the notion of an important role for estradiol in the etiology of male breast cancers, similar to female breast cancers.
Collapse
Affiliation(s)
- Louise A Brinton
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC.
| | - Tim J Key
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Laurence N Kolonel
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Karin B Michels
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Howard D Sesso
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Giske Ursin
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Stephen K Van Den Eeden
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Shannon N Wood
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Roni T Falk
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Dominick Parisi
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Chantal Guillemette
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Patrick Caron
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Véronique Turcotte
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Laurel A Habel
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Claudine J Isaacs
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Elio Riboli
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Elisabete Weiderpass
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| | - Michael B Cook
- Louise A. Brinton, Shannon N. Wood, Roni T. Falk, and Michael B. Cook, National Cancer Institute, Bethesda; Dominick Parisi, Information Management Services, Rockville, MD; Tim J. Key, University of Oxford, Oxford; Elio Riboli, Imperial College School of Public Health, London, United Kingdom; Laurence N. Kolonel, University of Hawaii, Honolulu, HI; Karin B. Michels, Harvard Medical School and Harvard School of Public Health; Karin B. Michels and Howard D. Sesso, Brigham and Women's Hospital, Boston, MA; Giske Ursin, University of Oslo; Giske Ursin and Elisabete Weiderpass, Cancer Registry of Norway, Oslo; University of Tromsø-Arctic University of Norway, Tromsø, Norway; Karolinska Institutet, Stockholm, Sweden; and Samfundet Folkhalsan, Helsinki, Finland; Giske Ursin, University of Southern California, Los Angeles; Stephen K. Van Den Eeden and Laurel A. Habel, Kaiser Permanente Northern California, Oakland, CA; Chantal Guillemette, Patrick Caron, and Véronique Turcotte, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Québec, Canada; and Claudine J. Isaacs, Georgetown University, Washington, DC
| |
Collapse
|