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Afrough A, Hashmi H, Hansen DK, Sidana S, Ahn C, Peres LC, Dima D, Freeman CL, Puglianini OC, Kocoglu MH, Atrash S, Voorhees PM, Shune L, McGuirk JP, Simmons G, Sborov DW, Davis JA, Kaur G, Sannareddy A, Ferreri CJ, Gaballa MR, Goldsmith S, Nadeem O, Midha S, Wagner CB, Locke FL, Patel KK, Khouri J, Anderson LD, Lin Y. Real-world impact of bridging therapy on outcomes of ide-cel for myeloma in the U.S. Myeloma Immunotherapy Consortium. Blood Cancer J 2024; 14:63. [PMID: 38609386 PMCID: PMC11015040 DOI: 10.1038/s41408-024-00993-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 04/14/2024] Open
Affiliation(s)
- Aimaz Afrough
- Myeloma, Waldenstrom's, and Amyloidosis Program, Hematologic Malignancies and Cellular Therapy Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA.
| | - Hamza Hashmi
- Medical University of South Carolina, Charleston, SC, USA
| | - Doris K Hansen
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Surbhi Sidana
- Stanford University School of Medicine, Stanford, CA, USA
| | - Chul Ahn
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA
| | - Lauren C Peres
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Danai Dima
- Cleveland Clinic Taussig Cancer Center, Cleveland, OH, USA
| | - Ciara L Freeman
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | | | - Mehmet H Kocoglu
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | | | | | - Leyla Shune
- The University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Gary Simmons
- Virginia Commonwealth University Massey Cancer Center, Richmond, VA, USA
| | - Douglas W Sborov
- The University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - James A Davis
- Medical University of South Carolina, Charleston, SC, USA
| | - Gurbakhash Kaur
- Myeloma, Waldenstrom's, and Amyloidosis Program, Hematologic Malignancies and Cellular Therapy Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Aishwarya Sannareddy
- Myeloma, Waldenstrom's, and Amyloidosis Program, Hematologic Malignancies and Cellular Therapy Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | | | | | | | - Omar Nadeem
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Charlotte B Wagner
- The University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | | | - Krina K Patel
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jack Khouri
- Cleveland Clinic Taussig Cancer Center, Cleveland, OH, USA
| | - Larry D Anderson
- Myeloma, Waldenstrom's, and Amyloidosis Program, Hematologic Malignancies and Cellular Therapy Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA.
| | - Yi Lin
- Mayo Clinic, Rochester, MN, USA
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Sidana S, Peres LC, Hashmi H, Hosoya H, Ferreri C, Khouri J, Dima D, Atrash S, Voorhees P, Simmons G, Sborov DW, Kalariya N, Hovanky V, Bharadwaj S, Miklos D, Wagner C, Kocoglu MH, Kaur G, Davis JA, Midha S, Janakiram M, Freeman C, Alsina M, Locke F, Gonzalez R, Lin Y, McGuirk J, Afrough A, Shune L, Patel KK, Hansen DK. Idecabtagene vicleucel chimeric antigen receptor T-cell therapy for relapsed/refractory multiple myeloma with renal impairment. Haematologica 2024; 109:777-786. [PMID: 37731379 PMCID: PMC10905101 DOI: 10.3324/haematol.2023.283940] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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] [Received: 07/16/2023] [Accepted: 09/08/2023] [Indexed: 09/22/2023] Open
Abstract
We evaluated patients with relapsed multiple myeloma with renal impairment (RI) treated with standard of care idecabtagene vicleucel (ide-cel), as outcomes with chimeric antigen receptor (CAR) T-cell therapy are unknown in this population. RI was defined as creatinine clearance (CrCl) <50 mL/min. CrCl of <30 mL/min or dialysis dependence were defined as severe RI. The study cohort included 214 patients, 28 (13%) patients with RI, including 11 patients severe RI (dialysis, N=1). Patients with RI were older, more likely to be female and had higher likelihood of having Revised International Staging System stage 3 disease. Rates and severity of cytokine release syndrome (89% vs. 84%, grade ≥3: 7% vs. 2%) and immune effector cell-associated neurotoxicity syndrome (23% vs. 20%) were similar in patients with and without RI, respectively. Patients with RI had higher incidence of short-term grade ≥3 cytopenias, although cytopenias were similar by 3 months following CAR T-cell therapy. Renal function did not worsen after CAR T-cell therapy in patients with RI. Response rates (93% vs. 82%) and survival outcomes (median progression-free survival: 9 vs. 8 months; P=0.26) were comparable in patients with and without RI, respectively. Treatment with ide-cel is feasible in patients with RI, with a comparable safety and efficacy profile as patients without RI, with notable exception of higher short-term high-grade cytopenias.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Gary Simmons
- Virginia Commonwealth University Massey Cancer Center
| | | | | | | | | | | | | | - Mehmet H Kocoglu
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center
| | - Gurbakhash Kaur
- UT Southwestern Harold C. Simmons Comprehensive Cancer Center
| | | | | | | | | | | | | | | | | | | | - Aimaz Afrough
- UT Southwestern Harold C. Simmons Comprehensive Cancer Center
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Soupir AC, Townsend MK, Hathaway CA, Nguyen J, Moran Segura C, Saeed-Vafa D, Ospina OE, Peres LC, Conejo-Garcia JR, Terry KL, Tworoger SS, Fridley BL. WITHDRAWN: Impact of spatial clustering of cytotoxic and tumor infiltrating lymphocytes on overall survival in women with high grade serous ovarian cancer. medRxiv 2024:2024.01.16.24301371. [PMID: 38293174 PMCID: PMC10827255 DOI: 10.1101/2024.01.16.24301371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
The authors have withdrawn their manuscript owing to incorrect handling of multiple measures in the survival analyses. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author.
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Peres LC, Oswald LB, Dillard CM, De Avila G, Nishihori T, Blue BJ, Freeman CL, Locke FL, Alsina M, Castaneda Puglianini O, Shune L, Sborov DW, Wagner C, Dima D, Hashmi H, Davis JA, Kocoglu MH, Badros AZ, Atrash S, Simmons G, Kalariya N, Ferreri C, Anderson LD, Afrough A, Kaur G, Lin Y, Liu L, Nadeem O, Voorhees P, Khouri J, McGuirk J, Sidana S, Hansen DK, Patel K. Racial and ethnic differences in clinical outcomes among patients with multiple myeloma treated with CAR T-cell therapy. Blood Adv 2024; 8:251-259. [PMID: 37855718 PMCID: PMC10918426 DOI: 10.1182/bloodadvances.2023010894] [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] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 07/24/2023] [Accepted: 09/05/2023] [Indexed: 10/20/2023] Open
Abstract
ABSTRACT Idecabtagene vicleucel (ide-cel) was the first chimeric antigen receptor T-cell therapy to gain US Food and Drug Administration approval for patients with relapsed/refractory multiple myeloma (RRMM). The clinical outcomes of standard of care (SOC) ide-cel in racially and ethnically diverse populations have been understudied. This study pooled data from 207 patients with RRMM (28% patients of racial and ethnic minority groups) treated with SOC ide-cel across 11 institutions to examine racial and ethnic differences in the incidence of toxicities and adverse events, response to ide-cel, and survival. This study included 22 (11%) Hispanic, 36 (17%) non-Hispanic Black, and 149 (72%) non-Hispanic White patients with RRMM. Compared with Hispanic and non-Hispanic White patients, non-Hispanic Black patients had higher median levels of C-reactive protein (1.0, 0.8, and 3.5 mg/dL, respectively; P = .02) and baseline ferritin (362.0 vs 307.0 vs 680.5, respectively; P = .08) and were more likely to develop cytokine release syndrome (77%, 85%, and 97%, respectively; P = .04). Although best overall response rate was lower among Hispanic patients (59%) than among non-Hispanic Black (86%) and White patients (86%; P = .01), there were no racial and ethnic differences in progression-free or overall survival. We provide, to our knowledge, the first and largest investigation of clinical outcomes of SOC ide-cel by race and ethnicity. Despite differences in safety and response to ide-cel, our findings encourage the use of ide-cel in all patients with RRMM. These findings should be confirmed in larger samples of diverse patients with RRMM, with longer follow-up time.
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Affiliation(s)
- Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Laura B. Oswald
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Christen M. Dillard
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Gabriel De Avila
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Taiga Nishihori
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Brandon J. Blue
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Ciara L. Freeman
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Frederick L. Locke
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Melissa Alsina
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Omar Castaneda Puglianini
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Leyla Shune
- Division of Hematologic Malignancies and Cellular Therapeutics, The University of Kansas Medical Center, Kansas City, KS
| | - Douglas W. Sborov
- Division of Hematology and Hematologic Malignancies, The University of Utah Huntsman Cancer Institute, Salt Lake City, UT
| | - Charlotte Wagner
- Division of Hematology and Hematologic Malignancies, The University of Utah Huntsman Cancer Institute, Salt Lake City, UT
| | - Danai Dima
- Department of Hematology and Medical Oncology, Cleveland Clinic Taussig Cancer Center, Cleveland, OH
| | - Hamza Hashmi
- Department of Hematology and Bone Marrow Transplant, Medical University of South Carolina, Charleston, SC
| | - James A. Davis
- Department of Pharmacy, Medical University of South Carolina, Charleston, SC
| | - Mehmet H. Kocoglu
- Division of Hematology/Oncology, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD
| | - Ashraf Z. Badros
- Division of Hematology/Oncology, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD
| | - Shebli Atrash
- Department of Hematologic Oncology and Blood Disorders, Atrium Health Levine Cancer Institute, Charlotte, NC
| | - Gary Simmons
- Cellular Immunotherapies and Transplant Program, Virginia Commonwealth University Massey Cancer Center, Richmond, VA
| | - Nilesh Kalariya
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Christopher Ferreri
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Larry D. Anderson
- Myeloma, Waldenstrom’s, and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX
| | - Aimaz Afrough
- Myeloma, Waldenstrom’s, and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX
| | - Gurbakhash Kaur
- Myeloma, Waldenstrom’s, and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX
| | - Yi Lin
- Division of Hematology, Mayo Clinic, Rochester, MN
| | | | - Omar Nadeem
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Peter Voorhees
- Department of Hematologic Oncology and Blood Disorders, Atrium Health Levine Cancer Institute, Charlotte, NC
| | - Jack Khouri
- Department of Hematology and Medical Oncology, Cleveland Clinic Taussig Cancer Center, Cleveland, OH
| | - Joseph McGuirk
- Division of Hematologic Malignancies and Cellular Therapeutics, The University of Kansas Medical Center, Kansas City, KS
| | - Surbhi Sidana
- Division of Bone Marrow Transplantation and Cellular Therapy, Stanford University School of Medicine, Stanford, CA
| | - Doris K. Hansen
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Krina Patel
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
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Davidson NR, Barnard ME, Hippen AA, Campbell A, Johnson CE, Way GP, Dalley BK, Berchuck A, Salas LA, Peres LC, Marks JR, Schildkraut JM, Greene CS, Doherty JA. Molecular subtypes of high-grade serous ovarian cancer across racial groups and gene expression platforms. bioRxiv 2023:2023.11.01.565179. [PMID: 37961178 PMCID: PMC10635053 DOI: 10.1101/2023.11.01.565179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Introduction High-grade serous carcinoma (HGSC) gene expression subtypes are associated with differential survival. We characterized HGSC gene expression in Black individuals and considered whether gene expression differences by race may contribute to poorer HGSC survival among Black versus non-Hispanic White individuals. Methods We included newly generated RNA-Seq data from Black and White individuals, and array-based genotyping data from four existing studies of White and Japanese individuals. We assigned subtypes using K-means clustering. Cluster- and dataset-specific gene expression patterns were summarized by moderated t-scores. We compared cluster-specific gene expression patterns across datasets by calculating the correlation between the summarized vectors of moderated t-scores. Following mapping to The Cancer Genome Atlas (TCGA)-derived HGSC subtypes, we used Cox proportional hazards models to estimate subtype-specific survival by dataset. Results Cluster-specific gene expression was similar across gene expression platforms. Comparing the Black study population to the White and Japanese study populations, the immunoreactive subtype was more common (39% versus 23%-28%) and the differentiated subtype less common (7% versus 22%-31%). Patterns of subtype-specific survival were similar between the Black and White populations with RNA-Seq data; compared to mesenchymal cases, the risk of death was similar for proliferative and differentiated cases and suggestively lower for immunoreactive cases (Black population HR=0.79 [0.55, 1.13], White population HR=0.86 [0.62, 1.19]). Conclusions A single, platform-agnostic pipeline can be used to assign HGSC gene expression subtypes. While the observed prevalence of HGSC subtypes varied by race, subtype-specific survival was similar.
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Affiliation(s)
- Natalie R. Davidson
- Department of Biomedical Informatics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Mollie E. Barnard
- Huntsman Cancer Institute and the Department of Population Health Sciences at the Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA
- Slone Epidemiology Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Ariel A. Hippen
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Amy Campbell
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Courtney E. Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Gregory P. Way
- Department of Biomedical Informatics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brian K. Dalley
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Andrew Berchuck
- Department of Obstetrics and Gynecology, Duke University, Durham, NC
| | - Lucas A. Salas
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | - Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jeffrey R. Marks
- Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Joellen M. Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Casey S. Greene
- Department of Biomedical Informatics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer A. Doherty
- Huntsman Cancer Institute and the Department of Population Health Sciences at the Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
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6
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Petrick JL, Joslin CE, Johnson CE, Camacho TF, Peres LC, Bandera EV, Barnard ME, Beeghly A, Bethea TN, Dempsey LF, Guertin K, Harris HR, Moorman PG, Myers ER, Ochs-Balcom HM, Rosenow W, Setiawan VW, Wu AH, Schildkraut JM, Rosenberg L. Menopausal hormone therapy use and risk of ovarian cancer by race: the ovarian cancer in women of African ancestry consortium. Br J Cancer 2023; 129:1956-1967. [PMID: 37865688 PMCID: PMC10703895 DOI: 10.1038/s41416-023-02407-7] [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] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 08/01/2023] [Accepted: 08/17/2023] [Indexed: 10/23/2023] Open
Abstract
BACKGROUND Most studies examining post-menopausal menopausal hormone therapy (MHT) use and ovarian cancer risk have focused on White women and few have included Black women. METHODS We evaluated MHT use and ovarian cancer risk in Black (n = 800 cases, 1783 controls) and White women (n = 2710 cases, 8556 controls), using data from the Ovarian Cancer in Women of African Ancestry consortium. Logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for the association of MHT use with ovarian cancer risk, examining histotype, MHT type and duration of use. RESULTS Long-term MHT use, ≥10 years, was associated with an increased ovarian cancer risk for White women (OR = 1.38, 95%CI: 1.22-1.57) and the association was consistent for Black women (OR = 1.20, 95%CI: 0.81-1.78, pinteraction = 0.4). For White women, the associations between long-term unopposed estrogen or estrogen plus progesterone use and ovarian cancer risk were similar; the increased risk associated with long-term MHT use was confined to high-grade serous and endometroid tumors. Based on smaller numbers for Black women, the increased ovarian cancer risk associated with long-term MHT use was apparent for unopposed estrogen use and was predominately confined to other epithelial histotypes. CONCLUSION The association between long-term MHT use and ovarian cancer risk was consistent for Black and White women.
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Affiliation(s)
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine, Chicago, IL, USA
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL, USA
| | - Courtney E Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - T Fabian Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | | | - Alicia Beeghly
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Traci N Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, DC, USA
| | - Lauren F Dempsey
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Kristin Guertin
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, USA
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | - Patricia G Moorman
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Evan R Myers
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, NC, USA
| | - Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Will Rosenow
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - V Wendy Setiawan
- University of Southern California Norris Comprehensive Cancer Center and Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Anna H Wu
- University of Southern California Norris Comprehensive Cancer Center and Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Joellen M Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA, USA
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7
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Hashmi H, Hansen DK, Peres LC, Puglianini OC, Freeman C, De Avila G, Sidana S, Shune L, Sborov DW, Davis J, Wagner C, Kocoglu MH, Atrash S, Voorhees P, Simmons G, Ferreri C, Kalariya N, Anderson LD, Afrough A, Dima D, Khouri J, McGuirk J, Locke F, Baz R, Patel KK, Alsina M. Factors associated with refractoriness or early progression after idecabtagene vicleucel in patients with relapsed/refractory multiple myeloma: U.S. Myeloma Immunotherapy Consortium real world experience. Haematologica 2023. [PMID: 37855036 DOI: 10.3324/haematol.2023.283888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Indexed: 10/20/2023] Open
Abstract
While response rates and survival outcomes have been very promising for idecabtagene vicleucel (ide-cel), a proportion of patients do not respond or relapse early after this B-cell maturation antigen (BCMA) targeted CAR T-cell therapy. Understanding the characteristics of these patients is important for patient selection and development of novel strategies to improve outcomes. We evaluated factors associated with early progression (progression or death due to myeloma ≤ 3 months after CAR T infusion) in patients treated with standard of care ide-cel at 11 US academic centers. Among 211 patients that received ide-cel, 43 patients had a progressive event ≤ 3 months of infusion. Patients with a history of extramedullary disease, prior BCMA targeted therapy, elevated ferritin at lymphodepletion, use of bridging therapy, Hispanic ethnicity, plasma cell leukemia and t(4;14) were more likely to progress ≤ 3 months of infusion (p < 0.05). Of these risk factors for early progression identified in univariate analyses, history of extramedullary disease, prior BCMA targeted therapy, elevated ferritin at lymphodepletion, plasma cell leukemia, and t(4;14) were associated with worse progression-free survival (PFS) in multivariable analysis. Presence of three or more of these factors had a significant negative impact on PFS (p < 0.001; median PFS for ≥ 3 factors, 3.2 months vs. 0 factors, 14.1 months). This study helps identify patients at high risk of early progression after CAR T who may benefit from specific interventions pre and post CAR T to improve outcomes.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Mehmet H Kocoglu
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center
| | | | | | - Gary Simmons
- Virginia Commonwealth University Massey Cancer Center
| | | | | | | | - Aimaz Afrough
- UT Southwestern Harold C. Simmons Comprehensive Cancer Center
| | | | | | | | - Fred Locke
- H. Lee Moffitt Cancer Center and Research Institute
| | - Rachid Baz
- H. Lee Moffitt Cancer Center and Research Institute
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8
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Lawson AB, Kim J, Johnson C, Ratnapradipa KL, Alberg AJ, Akonde M, Hastert T, Bandera EV, Terry P, Mandle H, Cote ML, Bondy M, Marks J, Peres LC, Schildkraut J, Peters ES. The Association between Mediated Deprivation and Ovarian Cancer Survival among African American Women. Cancers (Basel) 2023; 15:4848. [PMID: 37835542 PMCID: PMC10571563 DOI: 10.3390/cancers15194848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 09/25/2023] [Accepted: 10/02/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Deprivation indices are often used to adjust for socio-economic disparities in health studies. Their role has been partially evaluated for certain population-level cancer outcomes, but examination of their role in ovarian cancer is limited. In this study, we evaluated a range of well-recognized deprivation indices in relation to cancer survival in a cohort of self-identified Black women diagnosed with ovarian cancer. This study aimed to determine if clinical or diagnostic characteristics lie on a mediating pathway between socioeconomic status (SES) and deprivation and ovarian cancer survival in a minority population that experiences worse survival from ovarian cancer. METHODS We used mediation analysis to look at the direct and indirect causal effects of deprivation indices with main mediators of the SEER stage at diagnosis and residual disease. The analysis employed Bayesian structural equation models with variable selection. We applied a joint Bayesian structural model for the mediator, including a Weibull mixed model for the vital outcome with deprivation as exposure. We selected modifiers via a Monte Carlo model selection procedure. RESULTS The results suggest that high SES-related indices, such as Yost, Kolak urbanicity (URB), mobility (MOB) and SES dimensions, and concentrated disadvantage index (CDI), all have a significant impact on improved survival. In contrast, area deprivation index (ADI)/Singh, and area level poverty (POV) did not have a major impact. In some cases, the indirect effects have very wide credible intervals, so the total effect is not well estimated despite the estimation of the direct effect. CONCLUSIONS First, it is clear that commonly used indices such as Yost, or CDI both significantly impact the survival experience of Black women diagnosed with epithelial ovarian cancer. In addition, the Kolak dimension indices (URB, MOB, mixed immigrant: MICA and SES) also demonstrate a significant association, depending on the mediator. Mediation effects differ according to the mediator chosen.
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Affiliation(s)
- Andrew B. Lawson
- Department of Public Health Sciences, College of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
- Usher Institute, School of Medicine, University of Edinburgh, Edinburgh EH16 4UX, UK
| | - Joanne Kim
- Department of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH 43210, USA;
| | - Courtney Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.J.)
| | - Kendra L. Ratnapradipa
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Anthony J. Alberg
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA
| | - Maxwell Akonde
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA
| | - Theresa Hastert
- Department of Oncology, Wayne State University School of Medicine, Population Studies and Disparities Research Program, Karmanos Cancer Institute, Detroit, MI 48201, USA
| | - Elisa V. Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08625, USA
| | - Paul Terry
- Department of Medicine, University of Tennessee Medical Center-Knoxville, Knoxville, TN 37920, USA
| | - Hannah Mandle
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.J.)
| | - Michele L. Cote
- Bren Simon Comprehensive Cancer Center, Indiana University Melvin, Inidianapolis, IN 46202, USA;
| | - Melissa Bondy
- Department of Epidemiology and Population Health, College of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Jeffrey Marks
- Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA;
| | - Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA;
| | - Joellen Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.J.)
| | - Edward S. Peters
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, Omaha, NE 68198, USA
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9
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Johnson CE, Alberg AJ, Bandera EV, Peres LC, Akonde M, Collin LJ, Cote ML, Hastert TA, Hébert JR, Peters ES, Qin B, Terry P, Schwartz AG, Bondy M, Epstein MP, Mandle HB, Marks JR, Lawson AB, Schildkraut JM. Association of inflammation-related exposures and ovarian cancer survival in a multi-site cohort study of Black women. Br J Cancer 2023; 129:1119-1125. [PMID: 37537254 PMCID: PMC10539498 DOI: 10.1038/s41416-023-02385-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND An association was observed between an inflammation-related risk score (IRRS) and worse overall survival (OS) among a cohort of mostly White women with invasive epithelial ovarian cancer (EOC). Herein, we evaluated the association between the IRRS and OS among Black women with EOC, a population with higher frequencies of pro-inflammatory exposures and worse survival. METHODS The analysis included 592 Black women diagnosed with EOC from the African American Cancer Epidemiology Study (AACES). Cox proportional hazards models were used to compute hazard ratios (HRs) and 95% confidence intervals (CIs) for the association of the IRRS and OS, adjusting for relevant covariates. Additional inflammation-related exposures, including the energy-adjusted Dietary Inflammatory Index (E-DIITM), were evaluated. RESULTS A dose-response trend was observed showing higher IRRS was associated with worse OS (per quartile HR: 1.11, 95% CI: 1.01-1.22). Adding the E-DII to the model attenuated the association of IRRS with OS, and increasing E-DII, indicating a more pro-inflammatory diet, was associated with shorter OS (per quartile HR: 1.12, 95% CI: 1.02-1.24). Scoring high on both indices was associated with shorter OS (HR: 1.54, 95% CI: 1.16-2.06). CONCLUSION Higher levels of inflammation-related exposures were associated with decreased EOC OS among Black women.
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Affiliation(s)
- Courtney E Johnson
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Anthony J Alberg
- Department of Epidemiology and Biostatistics, University of South Carolina Arnold School of Public Health, Columbia, SC, USA
| | - Elisa V Bandera
- Cancer and Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Maxwell Akonde
- Department of Epidemiology and Biostatistics, University of South Carolina Arnold School of Public Health, Columbia, SC, USA
| | - Lindsay J Collin
- Department of Population Health Sciences, University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Michele L Cote
- Melvin and Bren Simon Comprehensive Cancer Center, Indiana University, Bloomington, IN, USA
| | - Theresa A Hastert
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - James R Hébert
- Department of Epidemiology and Biostatistics, University of South Carolina Arnold School of Public Health, Columbia, SC, USA
| | - Edward S Peters
- Department of Epidemiology, University of Nebraska Medical Center College of Public Health, Omaha, NE, USA
| | - Bonnie Qin
- Cancer and Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Paul Terry
- Department of Medicine, University of Tennessee Medical Center-Knoxville, Knoxville, TN, USA
| | - Ann G Schwartz
- Department of Oncology, Wayne State University School of Medicine Karmanos Cancer Institute, Detroit, MI, USA
| | - Melissa Bondy
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael P Epstein
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Hannah B Mandle
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Jeffrey R Marks
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Andrew B Lawson
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
- Usher Institute, School of Medicine, University of Edinburgh, Edinburgh, Scotland
| | - Joellen M Schildkraut
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA.
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10
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Gomez SL, Chirikova E, McGuire V, Collin LJ, Dempsey L, Inamdar PP, Lawson-Michod K, Peters ES, Kushi LH, Kavecansky J, Shariff-Marco S, Peres LC, Terry P, Bandera EV, Schildkraut JM, Doherty JA, Lawson A. Role of neighborhood context in ovarian cancer survival disparities: current research and future directions. Am J Obstet Gynecol 2023; 229:366-376.e8. [PMID: 37116824 PMCID: PMC10538437 DOI: 10.1016/j.ajog.2023.04.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 04/01/2023] [Accepted: 04/20/2023] [Indexed: 04/30/2023]
Abstract
Ovarian cancer is the fifth leading cause of cancer-associated mortality among US women with survival disparities seen across race, ethnicity, and socioeconomic status, even after accounting for histology, stage, treatment, and other clinical factors. Neighborhood context can play an important role in ovarian cancer survival, and, to the extent to which minority racial and ethnic groups and populations of lower socioeconomic status are more likely to be segregated into neighborhoods with lower quality social, built, and physical environment, these contextual factors may be a critical component of ovarian cancer survival disparities. Understanding factors associated with ovarian cancer outcome disparities will allow clinicians to identify patients at risk for worse outcomes and point to measures, such as social support programs or transportation aid, that can help to ameliorate such disparities. However, research on the impact of neighborhood contextual factors in ovarian cancer survival and in disparities in ovarian cancer survival is limited. This commentary focuses on the following neighborhood contextual domains: structural and institutional context, social context, physical context represented by environmental exposures, built environment, rurality, and healthcare access. The research conducted to date is presented and clinical implications and recommendations for future interventions and studies to address disparities in ovarian cancer outcomes are proposed.
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Affiliation(s)
- Scarlett L Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA.
| | - Ekaterina Chirikova
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Valerie McGuire
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Lindsay J Collin
- Department of Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Lauren Dempsey
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Pushkar P Inamdar
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Katherine Lawson-Michod
- Department of Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Edward S Peters
- Department of Epidemiology, University of Nebraska Medical Center College of Public Health, Omaha, NE
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Juraj Kavecansky
- Department of Hematology and Oncology, Kaiser Permanente Northern California, Antioch, CA
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Paul Terry
- Department of Medicine, University of Tennessee, Knoxville, TN
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Joellen M Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Jennifer A Doherty
- Department of Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Andrew Lawson
- Department of Public Health Sciences, College of Medicine, Medical University of South Carolina, Charleston, SC; Usher Institute, School of Medicine, University of Edinburgh, Edinburgh, United Kingdom
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11
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Oswald LB, Gudenkauf LM, Li X, De Avila G, Peres LC, Kirtane K, Gonzalez BD, Hoogland AI, Nguyen O, Rodriguez Y, Baz RC, Shain KH, Alsina M, Locke FL, Freeman C, Castaneda Puglianini O, Nishihori T, Liu H, Blue B, Grajales-Cruz A, Jim HSL, Hansen DK. Patient-Reported Outcomes among Multiple Myeloma Patients Treated with Standard of Care Idecabtagene Vicleucel. Cancers (Basel) 2023; 15:4711. [PMID: 37835405 PMCID: PMC10571575 DOI: 10.3390/cancers15194711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 09/11/2023] [Accepted: 09/19/2023] [Indexed: 10/15/2023] Open
Abstract
Idecabtagene vicleucel (ide-cel) was the first FDA-approved chimeric antigen receptor T-cell therapy for relapsed/refractory multiple myeloma (RRMM) patients. This was the first study to evaluate patient-reported outcomes (PROs) among RRMM patients receiving ide-cel in standard of care (SOC). We prospectively assessed health-related quality of life (HRQOL) and symptoms from pre-infusion (baseline) through day (D)90 post-infusion. Baseline PRO associations with patient characteristics, mean PRO changes, and time to stable change were evaluated with t-tests, linear mixed-effects models, and Kaplan-Meier analyses, respectively. Within-person change scores and minimally important difference thresholds determined clinical and meaningful significance. Participants (n = 42) were a median of 66 years old (range: 43-81). At baseline, extramedullary disease was associated with worse physical well-being (p = 0.008), global pain (p < 0.001), performance status (p = 0.002), and overall symptom burden (p < 0.001). Fatigue (p < 0.001) and functional well-being (p = 0.003) worsened by D7 before returning to baseline levels. Overall HRQOL (p = 0.008) and physical well-being (p < 0.001) improved by D60. Most participants reported PRO improvement (10-57%) or maintenance (23-69%) by D90. The median time it took to stabile deterioration in functional well-being was 14 days. The median time it took to stabile improvement in physical and emotional well-being was 60 days. Overall, RRMM patients reported improvements or maintenance of HRQOL and symptom burden after SOC ide-cel.
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Affiliation(s)
- Laura B. Oswald
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Lisa M. Gudenkauf
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Xiaoyin Li
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Gabriel De Avila
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Lauren C. Peres
- Department of Cancer Epidemiology, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA;
| | - Kedar Kirtane
- Department of Head and Neck-Endocrine Oncology, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA;
| | - Brian D. Gonzalez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Aasha I. Hoogland
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Oanh Nguyen
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Yvelise Rodriguez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Rachid C. Baz
- Department of Malignant Hematology, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (R.C.B.); (K.H.S.); (B.B.); (A.G.-C.)
| | - Kenneth H. Shain
- Department of Malignant Hematology, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (R.C.B.); (K.H.S.); (B.B.); (A.G.-C.)
| | - Melissa Alsina
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Frederick L. Locke
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Ciara Freeman
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Omar Castaneda Puglianini
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Taiga Nishihori
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Hien Liu
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
| | - Brandon Blue
- Department of Malignant Hematology, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (R.C.B.); (K.H.S.); (B.B.); (A.G.-C.)
| | - Ariel Grajales-Cruz
- Department of Malignant Hematology, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (R.C.B.); (K.H.S.); (B.B.); (A.G.-C.)
| | - Heather S. L. Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (L.M.G.); (X.L.); (B.D.G.); (A.I.H.); (O.N.); (Y.R.); (H.S.L.J.)
| | - Doris K. Hansen
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, 12902 USF Magnolia Dr., Tampa, FL 33216, USA; (G.D.A.); (M.A.); (F.L.L.); (C.F.); (O.C.P.); (T.N.); (H.L.); (D.K.H.)
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12
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Lee DH, Kumar A, Mohammed T, Peres LC, Alsina M, Bachmeier C, Blue BJ, Brayer J, Chandrasekhar S, Grajales Cruz A, De Avila G, Elmariah H, Faramand R, Freeman C, Jain M, Khadka S, Khimani F, Liu H, Nishihori T, Oswald LB, Castaneda Puglianini OA, Shain KH, Smith E, Baz RC, Locke FL, Oliveira GH, Alomar M, Hansen DK. Cardiac events after standard of care idecabtagene vicleucel for relapsed and refractory multiple myeloma. Blood Adv 2023; 7:4247-4257. [PMID: 37307173 PMCID: PMC10424134 DOI: 10.1182/bloodadvances.2023009766] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 06/14/2023] Open
Abstract
Idecabtagene vicleucel (ide-cel) is a type of B-cell maturation antigen (BCMA)-targeting chimeric antigen receptor T-cell (CAR-T) approved for the treatment of relapsed and refractory multiple myeloma (RRMM). Currently, the incidence of cardiac events associated with ide-cel remains unclear. This was a retrospective single-center observational study of patients treated with ide-cel for RRMM. We included all consecutive patients who received standard-of-care ide-cel treatment at least 1-month follow-up. Baseline clinical risk factors, safety profile, and responses were examined based on the development of a cardiac event. A total of 78 patients were treated with ide-cel, and 11 patients (14.1%) developed cardiac events: heart failure (5.1%), atrial fibrillation (10.3%), nonsustained ventricular tachycardia (3.8%), and cardiovascular death (1.3%). Only 11 of the 78 patients had repeat echocardiogram. Baseline risk factors associated with the development of cardiac events included being female sex and having poor performance status, λ light-chain disease, and advanced Revised International Staging System stage. Baseline cardiac characteristics were not associated with cardiac events. During index hospitalization after CAR-T, higher-grade (≥grade 2) cytokine release syndrome (CRS) and immune cell-associated neurologic syndrome were associated with cardiac events. In multivariable analyses, the hazard ratio for the association of the presence of cardiac events with overall survival (OS) was 2.66 and progression-free survival (PFS) was 1.98. Ide-cel CAR-T for RRMM was associated with similar cardiac events as other types of CAR-T. Worse baseline performance status and higher-grade CRS and neurotoxicity were associated with cardiac events after BCMA-directed CAR-T-cell therapy. Our results suggest that the presence of cardiac events may confer worse PFS or OS; although because of the small sample size, the power to detect an association was limited.
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Affiliation(s)
- Dae Hyun Lee
- Division of Cardiovascular Medicine, University of South Florida Morsani College of Medicine, Tampa, FL
- Department of Cardio-Oncology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Abhishek Kumar
- Department of Internal Medicine, University of South Florida Morsani College of Medicine, Tampa, FL
| | - Turab Mohammed
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Melissa Alsina
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Christina Bachmeier
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Brandon J. Blue
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Jason Brayer
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Sanjay Chandrasekhar
- Division of Cardiovascular Medicine, University of South Florida Morsani College of Medicine, Tampa, FL
- Department of Cardio-Oncology, H. Lee Moffitt Cancer Center, Tampa, FL
| | | | - Gabe De Avila
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Hany Elmariah
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Rawan Faramand
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Ciara Freeman
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Michael Jain
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Sushmita Khadka
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Farhad Khimani
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Hien Liu
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Taiga Nishihori
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Laura B. Oswald
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, FL
| | | | - Kenneth H. Shain
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Eric Smith
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Rachid C. Baz
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Frederick L. Locke
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Guilherme H. Oliveira
- Division of Cardiovascular Medicine, University of South Florida Morsani College of Medicine, Tampa, FL
- Department of Cardio-Oncology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Mohammed Alomar
- Division of Cardiovascular Medicine, University of South Florida Morsani College of Medicine, Tampa, FL
- Department of Cardio-Oncology, H. Lee Moffitt Cancer Center, Tampa, FL
| | - Doris K. Hansen
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, H. Lee Moffitt Cancer Center, Tampa, FL
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13
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Ferreri CJ, Hildebrandt MAT, Hashmi H, Shune LO, McGuirk JP, Sborov DW, Wagner CB, Kocoglu MH, Rapoport A, Atrash S, Voorhees PM, Khouri J, Dima D, Afrough A, Kaur G, Anderson LD, Simmons G, Davis JA, Kalariya N, Peres LC, Lin Y, Janakiram M, Nadeem O, Alsina M, Locke FL, Sidana S, Hansen DK, Patel KK, Castaneda Puglianini OA. Real-world experience of patients with multiple myeloma receiving ide-cel after a prior BCMA-targeted therapy. Blood Cancer J 2023; 13:117. [PMID: 37558706 PMCID: PMC10412575 DOI: 10.1038/s41408-023-00886-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/26/2023] [Accepted: 07/21/2023] [Indexed: 08/11/2023] Open
Abstract
Most patients with multiple myeloma experience disease relapse after treatment with a B-cell maturation antigen-targeted therapy (BCMA-TT), and data describing outcomes for patients treated with sequential BCMA-TT are limited. We analyzed clinical outcomes for patients infused with standard-of-care idecabtagene vicleucel, an anti-BCMA chimeric antigen receptor (CAR) T-cell therapy, at 11 US medical centers. A total of 50 patients with prior BCMA-TT exposure (38 antibody-drug conjugate, 7 bispecific, 5 CAR T) and 153 patients with no prior BCMA-TT were infused with ide-cel, with a median follow-up duration of 4.5 and 6.0 months, respectively. Safety outcomes between cohorts were comparable. The prior BCMA-TT cohort had a lower overall response rate (74% versus 88%; p = 0.021), median duration of response (7.4 versus 9.6 months; p = 0.03), and median progression-free survival (3.2 months versus 9.0 months; p = 0.0002) compared to the cohort without prior BCMA-TT. All five patients who received a prior anti-BCMA CAR T responded to ide-cel, and survival outcomes were best for this subgroup. In conclusion, treatment with ide-cel yielded meaningful clinical responses in real-world patients exposed to a prior BCMA-TT, though response rates and durability were suboptimal compared to those not treated with a prior BCMA-TT.
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Affiliation(s)
| | | | - Hamza Hashmi
- Medical University of South Carolina, Charleston, SC, USA
| | - Leyla O Shune
- The University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Douglas W Sborov
- The University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Charlotte B Wagner
- The University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - M Hakan Kocoglu
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | - Aaron Rapoport
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | | | | | - Jack Khouri
- Cleveland Clinic Taussig Cancer Center, Cleveland, OH, USA
| | - Danai Dima
- Cleveland Clinic Taussig Cancer Center, Cleveland, OH, USA
| | - Aimaz Afrough
- Myeloma, Waldenstrom's, and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Gurbakhash Kaur
- Myeloma, Waldenstrom's, and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Larry D Anderson
- Myeloma, Waldenstrom's, and Amyloidosis Program, Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Gary Simmons
- Virginia Commonwealth University Massey Cancer Center, Richmond, VA, USA
| | - James A Davis
- Medical University of South Carolina, Charleston, SC, USA
| | - Nilesh Kalariya
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lauren C Peres
- H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Yi Lin
- Mayo Clinic, Rochester, MN, USA
| | | | - Omar Nadeem
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Melissa Alsina
- H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | - Surbhi Sidana
- Stanford University School of Medicine, Stanford, CA, USA
| | - Doris K Hansen
- H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Krina K Patel
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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14
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Abstract
Given the challenges with achieving effective and durable treatment for epithelial ovarian cancer, primary prevention is highly desirable. Fortunately, decades of research have provided evidence for several strategies that can be deployed to optimize risk reduction. These include surgery, chemoprevention, and lifestyle factor modifications. These broad categories vary in terms of the magnitude of risk reduction possible, the possible short-term and long-term side effects, the degree of difficulty, and acceptability. Thus, the concept of a risk-based model to personalize preventive interventions is advocated to guide discussion between care providers and women at risk. For women with inherited major gene mutations that greatly increase risk of ovarian cancer, surgical approaches have favorable risk to benefit ratios. Chemoprevention and lifestyle factor modifications portend a lower degree of risk reduction but confer lower risk of undesirable side effects. Since complete prevention is not currently possible, better methods for early detection remain a high priority.
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Affiliation(s)
- Thomas A Sellers
- Division of Oncological Sciences, Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon 97239, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, Moffitt Cancer Center & Research Institute, Tampa, Florida 33612, USA
| | - Cassandra A Hathaway
- Department of Cancer Epidemiology, Moffitt Cancer Center & Research Institute, Tampa, Florida 33612, USA
| | - Shelley S Tworoger
- Department of Cancer Epidemiology, Moffitt Cancer Center & Research Institute, Tampa, Florida 33612, USA
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15
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Hansen DK, Sidana S, Peres LC, Patel KK. Reply to R. Chakraborty et al. J Clin Oncol 2023; 41:3658-3659. [PMID: 37235841 PMCID: PMC10325766 DOI: 10.1200/jco.23.00568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 03/17/2023] [Indexed: 05/28/2023] Open
Affiliation(s)
- Doris K. Hansen
- Doris K. Hansen, MD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; Surbhi Sidana, MD, Stanford University School of Medicine, Stanford, CA; Lauren C. Peres, PhD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; and Krina K. Patel, MD, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Surbhi Sidana
- Doris K. Hansen, MD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; Surbhi Sidana, MD, Stanford University School of Medicine, Stanford, CA; Lauren C. Peres, PhD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; and Krina K. Patel, MD, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Lauren C. Peres
- Doris K. Hansen, MD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; Surbhi Sidana, MD, Stanford University School of Medicine, Stanford, CA; Lauren C. Peres, PhD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; and Krina K. Patel, MD, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Krina K. Patel
- Doris K. Hansen, MD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; Surbhi Sidana, MD, Stanford University School of Medicine, Stanford, CA; Lauren C. Peres, PhD, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL; and Krina K. Patel, MD, The University of Texas MD Anderson Cancer Center, Houston, TX
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16
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Harris HR, Peres LC, Johnson CE, Guertin KA, Beeghly A, Bandera EV, Bethea TN, Joslin CE, Wu AH, Moorman PG, Ochs-Balcom HM, Petrick JL, Setiawan VW, Rosenberg L, Schildkraut JM, Myers E. Racial Differences in the Association of Endometriosis and Uterine Leiomyomas With the Risk of Ovarian Cancer. Obstet Gynecol 2023; 141:1124-1138. [PMID: 37159277 PMCID: PMC10440275 DOI: 10.1097/aog.0000000000005191] [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] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 03/02/2023] [Indexed: 05/10/2023]
Abstract
OBJECTIVE To evaluate associations between endometriosis and uterine leiomyomas with ovarian cancer risk by race and the effect of hysterectomy on these associations. METHODS We used data from four case-control studies and two case-control studies nested within prospective cohorts in the OCWAA (Ovarian Cancer in Women of African Ancestry) consortium. The study population included 3,124 Black participants and 5,458 White participants, of whom 1,008 Black participants and 2,237 White participants had ovarian cancer. Logistic regression was used to calculate odds ratios (ORs) and 95% CIs for the associations of endometriosis and leiomyomas with ovarian cancer risk, by race, stratified by histotype and hysterectomy. RESULTS The prevalences of endometriosis and leiomyomas were 6.4% and 43.2% among Black participants and 7.0% and 21.5% among White participants, respectively. Endometriosis was associated with an increased risk of endometrioid and clear-cell ovarian cancer in both racial groups (eg, OR for endometrioid tumors for Black and White participants 7.06 [95% CI 3.86-12.91] and 2.17 [95% CI 1.36-3.45], respectively, Phetereogeneity =.003). The association between endometriosis and ovarian cancer risk in White participants was stronger in those without hysterectomy, but no difference was observed in Black participants (all Pinteraction ≥.05). Leiomyomas were associated with an elevated risk of ovarian cancer only in those without hysterectomy in both Black (OR 1.34, 95% CI 1.11-1.62) and White (OR 1.22, 95% CI 1.05-1.41) participants (all Pinteraction ≥.05). CONCLUSIONS Black and White participants with endometriosis had a higher risk of ovarian cancer, and hysterectomy modified this association among White participants. Leiomyomas were associated with an increased risk of ovarian cancer in both racial groups, with hysterectomy modifying the risk in both groups. Understanding how racial differences in access to care and treatment options (eg, hysterectomy) may help guide future risk reduction strategies.
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Affiliation(s)
- Holly R. Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | - Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Courtney E. Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Kristin A. Guertin
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, USA
| | - Alicia Beeghly
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Elisa V. Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Traci N. Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, DC, USA
| | - Charlotte E. Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine, Chicago, IL, USA
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL, USA
| | - Anna H. Wu
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Patricia G. Moorman
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Heather M. Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | | | - Veronica W. Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA, USA
| | - Joellen M. Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Evan Myers
- Department of Family Medicine and Community Health, Durham, NC, USA
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17
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Martin AL, Colin-Leitzinger CM, Sinha SK, Chern JY, Peres LC. Impact of obesity on chemotherapy dosing of carboplatin and survival of women with ovarian cancer. Br J Cancer 2023; 128:2236-2242. [PMID: 37024666 PMCID: PMC10241930 DOI: 10.1038/s41416-023-02259-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 03/21/2023] [Accepted: 03/23/2023] [Indexed: 04/08/2023] Open
Abstract
BACKGROUND The study objective is to examine the impact of obesity on frontline carboplatin dosing in the neoadjuvant and adjuvant settings and to evaluate the association of dosing with survival among epithelial ovarian cancer (EOC) patients. METHODS We selected 1527 women diagnosed with EOC from January 1, 2011 to October 20, 2021 from a nationwide electronic health record-derived de-identified database. The dose reduction of frontline carboplatin was defined as a relative dose intensity (RDI) < 0.85. Cox proportional hazards regression was used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for the association of RDI with survival overall and by histology. RESULTS Women with a BMI ≥ 30 kg/m2 versus <30 kg/m2 were more likely to be underdosed (RDI < 0.85) with frontline carboplatin. Underdosing of carboplatin in the neoadjuvant setting was associated with worse survival among women with serous tumours (HR = 1.98, 95% CI = 1.15, 3.42). Underdosing of carboplatin in the adjuvant setting was not associated with survival. DISCUSSION In the real-world setting, underdosing of carboplatin in the neoadjuvant setting was associated with inferior survival among women with serous tumours. With the increasing utilisation of neoadjuvant chemotherapy in EOC, actual weight-based dosing of carboplatin may be important to improve outcomes in this patient population.
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Affiliation(s)
- Alexandra L Martin
- H. Lee Moffitt Cancer Center and Research Institute, Department of Gynecologic Oncology, 12902 Magnolia Dr, Tampa, FL, 33612, USA
- University of Tennessee Health Sciences Center, Department of Gynecologic Oncology, 920 Madison Ave, Memphis, TN, 38163, USA
| | - Christelle M Colin-Leitzinger
- H. Lee Moffitt Cancer Center and Research Institute, Department of Cancer Epidemiology, 13131 Magnolia Dr, Tampa, FL, 33612, USA
| | - Sweta K Sinha
- H. Lee Moffitt Cancer Center and Research Institute, Department of Cancer Epidemiology, 13131 Magnolia Dr, Tampa, FL, 33612, USA
- Cedars-Sinai, Inflammatory Bowel and Immunobiology Research Institute, 110 George Burns Rd., Davis Building D4094B, Los Angeles, CA, 90048, USA
| | - Jing-Yi Chern
- H. Lee Moffitt Cancer Center and Research Institute, Department of Gynecologic Oncology, 12902 Magnolia Dr, Tampa, FL, 33612, USA
| | - Lauren C Peres
- H. Lee Moffitt Cancer Center and Research Institute, Department of Cancer Epidemiology, 13131 Magnolia Dr, Tampa, FL, 33612, USA.
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18
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Hansen DK, Sidana S, Peres LC, Colin Leitzinger C, Shune L, Shrewsbury A, Gonzalez R, Sborov DW, Wagner C, Dima D, Hashmi H, Kocoglu MH, Atrash S, Simmons G, Kalariya N, Ferreri C, Afrough A, Kansagra A, Voorhees P, Baz R, Khouri J, Alsina M, McGuirk J, Locke FL, Patel KK. Idecabtagene Vicleucel for Relapsed/Refractory Multiple Myeloma: Real-World Experience From the Myeloma CAR T Consortium. J Clin Oncol 2023; 41:2087-2097. [PMID: 36623248 PMCID: PMC10082273 DOI: 10.1200/jco.22.01365] [Citation(s) in RCA: 68] [Impact Index Per Article: 68.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 11/02/2022] [Accepted: 11/21/2022] [Indexed: 01/11/2023] Open
Abstract
PURPOSE Idecabtagene vicleucel (ide-cel) is an autologous B-cell maturation antigen-directed chimeric antigen receptor T-cell therapy approved for relapsed/refractory multiple myeloma (RRMM) on the basis of the phase II pivotal KarMMa trial, which demonstrated best overall and ≥ complete response rates of 73% and 33%, respectively. We report clinical outcomes with standard-of-care (SOC) ide-cel under the commercial Food and Drug Administration label. METHODS Data were retrospectively collected from patients with RRMM who underwent leukapheresis as of February 28, 2022, at 11 US institutions with intent to receive SOC ide-cel. Toxicities were graded per American Society for Transplantation and Cellular Therapy guidelines and managed according to each institution's policies. Responses were graded on the basis of the International Myeloma Working Group response criteria. RESULTS One hundred fifty-nine of 196 leukapheresed patients received ide-cel by data cutoff. One hundred twenty (75%) infused patients would have been ineligible for participation in the KarMMa clinical trial because of comorbidities at the time of leukapheresis. Any grade and grade ≥ 3 cytokine release syndrome and neurotoxicity occurred in 82/3% and 18/6%, respectively. Best overall and ≥ complete response rates were 84% and 42%, respectively. At a median follow-up of 6.1 months from chimeric antigen receptor T infusion, the median progression-free survival was 8.5 months (95% CI, 6.5 to not reached) and the median overall survival was 12.5 months (95% CI, 11.3 to not reached). Patients with previous exposure to B-cell maturation antigen-targeted therapy, high-risk cytogenetics, Eastern Cooperative Oncology Group performance status ≥ 2 at lymphodepletion, and younger age had inferior progression-free survival on multivariable analysis. CONCLUSION The safety and efficacy of ide-cel in patients with RRMM in the SOC setting were comparable with those in the phase II pivotal KarMMa trial despite most patients (75%) not meeting trial eligibility criteria.
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Affiliation(s)
- Doris K. Hansen
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Surbhi Sidana
- Stanford University School of Medicine, Stanford, CA
| | - Lauren C. Peres
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | | | - Leyla Shune
- The University of Kansas Medical Center, Kansas City, KS
| | | | | | - Douglas W. Sborov
- The University of Utah Huntsman Cancer Institute, Salt Lake City, UT
| | - Charlotte Wagner
- The University of Utah Huntsman Cancer Institute, Salt Lake City, UT
| | - Danai Dima
- Cleveland Clinic Taussig Cancer Center, Cleveland, OH
| | - Hamza Hashmi
- Medical University of South Carolina, Charleston, SC
| | - Mehmet H. Kocoglu
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD
| | | | - Gary Simmons
- Virginia Commonwealth University Massey Cancer Center, Richmond, VA
| | - Nilesh Kalariya
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Aimaz Afrough
- UT Southwestern Harold C. Simmons Comprehensive Cancer Center, Dallas, TX
| | - Ankit Kansagra
- UT Southwestern Harold C. Simmons Comprehensive Cancer Center, Dallas, TX
| | | | - Rachid Baz
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Jack Khouri
- Cleveland Clinic Taussig Cancer Center, Cleveland, OH
| | - Melissa Alsina
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Joseph McGuirk
- The University of Kansas Medical Center, Kansas City, KS
| | | | - Krina K. Patel
- The University of Texas MD Anderson Cancer Center, Houston, TX
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19
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Ochs-Balcom HM, Johnson C, Guertin KA, Qin B, Beeghly-Fadiel A, Camacho F, Bethea TN, Dempsey LF, Rosenow W, Joslin CE, Myers E, Moorman PG, Harris HR, Peres LC, Wendy Setiawan V, Wu AH, Rosenberg L, Schildkraut JM, Bandera EV. Racial differences in the association of body mass index and ovarian cancer risk in the OCWAA Consortium. Br J Cancer 2022; 127:1983-1990. [PMID: 36138071 PMCID: PMC9681872 DOI: 10.1038/s41416-022-01981-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 08/30/2022] [Accepted: 09/01/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Obesity disproportionately affects African American (AA) women and has been shown to increase ovarian cancer risk, with some suggestions that the association may differ by race. METHODS We evaluated body mass index (BMI) and invasive epithelial ovarian cancer (EOC) risk in a pooled study of case-control and nested case-control studies including AA and White women. We evaluated both young adult and recent BMI (within the last 5 years). Associations were estimated using multi-level and multinomial logistic regression models. RESULTS The sample included 1078 AA cases, 2582 AA controls, 3240 White cases and 9851 White controls. We observed a higher risk for the non-high-grade serous (NHGS) histotypes for AA women with obesity (ORBMI 30+= 1.62, 95% CI: 1.16, 2.26) and White women with obesity (ORBMI 30+= 1.20, 95% CI: 1.02, 2.42) compared to non-obese. Obesity was associated with higher NHGS risk in White women who never used HT (ORBMI 30+= 1.40, 95% CI: 1.08, 1.82). Higher NHGS ovarian cancer risk was observed for AA women who ever used HT (ORBMI 30+= 2.66, 95% CI: 1.15, 6.13), while in White women, there was an inverse association between recent BMI and risk of EOC and HGS in ever-HT users (EOC ORBMI 30+= 0.81, 95% CI: 0.69, 0.95, HGS ORBMI 30+= 0.73, 95% CI: 0.61, 0.88). CONCLUSION Obesity contributes to NHGS EOC risk in AA and White women, but risk across racial groups studied differs by HT use and histotype.
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Affiliation(s)
- Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, USA.
| | - Courtney Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Kristin A Guertin
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, USA
| | - Bo Qin
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Alicia Beeghly-Fadiel
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Fabian Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Traci N Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington DC, USA
| | - Lauren F Dempsey
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Will Rosenow
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine and Division of Epidemiology and Biostatistics, School of Public Health, Chicago, IL, USA
| | - Evan Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Patricia G Moorman
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, NC, USA
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - V Wendy Setiawan
- University of Southern California Norris Comprehensive Cancer Center, and Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Anna H Wu
- University of Southern California Norris Comprehensive Cancer Center, and Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA, USA
| | - Joellen M Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
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20
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Harris HR, Guertin KA, Camacho TF, Johnson CE, Wu AH, Moorman PG, Myers E, Bethea TN, Bandera EV, Joslin CE, Ochs-Balcom HM, Peres LC, Rosenow WT, Setiawan VW, Beeghly-Fadiel A, Dempsey LF, Rosenberg L, Schildkraut JM. Racial disparities in epithelial ovarian cancer survival: An examination of contributing factors in the Ovarian Cancer in Women of African Ancestry consortium. Int J Cancer 2022; 151:1228-1239. [PMID: 35633315 PMCID: PMC9420829 DOI: 10.1002/ijc.34141] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 05/02/2022] [Accepted: 05/04/2022] [Indexed: 11/07/2022]
Abstract
Black women diagnosed with epithelial ovarian cancer have poorer survival compared to white women. Factors that contribute to this disparity, aside from socioeconomic status and guideline-adherent treatment, have not yet been clearly identified. We examined data from the Ovarian Cancer in Women of African Ancestry (OCWAA) consortium which harmonized data on 1074 Black women and 3263 white women with ovarian cancer from seven US studies. We selected potential mediators and confounders by examining associations between each variable with race and survival. We then conducted a sequential mediation analysis using an imputation method to estimate total, direct, and indirect effects of race on ovarian cancer survival. Black women had worse survival than white women (HR = 1.30; 95% CI 1.16-1.47) during study follow-up; 67.9% of Black women and 69.8% of white women died. In our final model, mediators of this disparity include college education, nulliparity, smoking status, body mass index, diabetes, diabetes/race interaction, postmenopausal hormone (PMH) therapy duration, PMH duration/race interaction, PMH duration/age interaction, histotype, and stage. These mediators explained 48.8% (SE = 12.1%) of the overall disparity; histotype/stage and PMH duration accounted for the largest fraction. In summary, nearly half of the disparity in ovarian cancer survival between Black and white women in the OCWAA consortium is explained by education, lifestyle factors, diabetes, PMH use, and tumor characteristics. Our findings suggest that several potentially modifiable factors play a role. Further research to uncover additional mediators, incorporate data on social determinants of health, and identify potential avenues of intervention to reduce this disparity is urgently needed.
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Affiliation(s)
- Holly R. Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | - Kristin A. Guertin
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, USA
| | - Tareq F Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Courtney E. Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Anna H. Wu
- University of Southern California Norris Comprehensive Cancer Center and Department of Preventive Medicine, Keck School of Medicine, Los Angeles, California, USA
| | - Patricia G. Moorman
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, North Carolina, USA
| | - Evan Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina, USA
| | - Traci N. Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, D.C., USA
| | - Elisa V. Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Charlotte E. Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine and Division of Epidemiology and Biostatistics, School of Public Health, Chicago, Illinois, USA
| | - Heather M. Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Will T. Rosenow
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Veronica W. Setiawan
- University of Southern California Norris Comprehensive Cancer Center and Department of Preventive Medicine, Keck School of Medicine, Los Angeles, California, USA
| | - Alicia Beeghly-Fadiel
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Lauren F. Dempsey
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, Massachusetts, USA
| | - Joellen M. Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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21
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Nash R, Johnson CE, Harris HR, Peres LC, Joslin CE, Bethea TN, Bandera EV, Ochs-Balcom HM, Myers ER, Guertin KA, Camacho F, Beeghly-Fadiel A, Moorman PG, Setiawan VW, Rosenberg L, Schildkraut JM, Wu AH. Race Differences in the Associations between Menstrual Cycle Characteristics and Epithelial Ovarian Cancer. Cancer Epidemiol Biomarkers Prev 2022; 31:1610-1620. [PMID: 35654411 PMCID: PMC9711941 DOI: 10.1158/1055-9965.epi-22-0115] [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] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 04/04/2022] [Accepted: 05/31/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Menstrual cycle characteristics-including age at menarche and cycle length- have been associated with ovarian cancer risk in White women. However, the associations between menstrual cycle characteristics and ovarian cancer risk among Black women have been sparsely studied. METHODS Using the Ovarian Cancer in Women of African Ancestry (OCWAA) Consortium that includes 1,024 Black and 2,910 White women diagnosed with epithelial ovarian cancer (EOC) and 2,325 Black and 7,549 White matched controls, we investigated associations between menstrual cycle characteristics (age at menarche, age at menstrual regularity, cycle length, and ever missing three periods) and EOC risk by race and menopausal status. Multivariable logistic regression was used to calculate odds ratios (OR) and 95% confidence intervals (CI). RESULTS Black women were more likely to be <11 years at menarche than White women (controls: 9.9% vs. 6.0%). Compared with ≥15 years at menarche, <11 years was associated with increased EOC risk for White (OR = 1.25; 95% CI, 0.99-1.57) but not Black women (OR = 1.10; 95% CI, 0.80-1.55). Among White women only, the association was greater for premenopausal (OR = 2.20; 95% CI, 1.31-3.68) than postmenopausal women (OR = 1.06; 95% CI, 0.82-1.38). Irregular cycle length was inversely associated with risk for White (OR = 0.78; 95% CI, 0.62-0.99) but not Black women (OR = 1.06; 95% CI, 0.68-1.66). CONCLUSIONS Earlier age at menarche and cycle irregularity are associated with increased EOC risk for White but not Black women. IMPACT Associations between menstrual cycle characteristics and EOC risk were not uniform by race.
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Affiliation(s)
- Rebecca Nash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta GA
| | - Courtney E Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta GA
| | - Holly R. Harris
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine and Division of Epidemiology and Biostatistics, School of Public Health, Chicago, IL
| | - Traci N. Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, DC
| | - Elisa V. Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Heather M. Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY
| | - Evan R. Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC
| | - Kristin A Guertin
- Department of Population Health and Prevention Sciences, University of Virginia School of Medicine, Charlottesville, VA
| | - Fabian Camacho
- Department of Population Health and Prevention Sciences, University of Virginia School of Medicine, Charlottesville, VA
| | - Alicia Beeghly-Fadiel
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Patricia G. Moorman
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, NC
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA
| | - Joellen M. Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta GA
| | - Anna H. Wu
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
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22
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Soupir AC, Wilson CM, Schildkraut JM, Peres LC, Fridley BL. Abstract 2541: Immune cell clustering in ovarian cancer tumors and its association with survival. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
New technologies, such as multiplex immunofluorescence microscopy (mIF), are being developed and used for the assessment and visualization of the tumor immune microenvironment (TIME). These assays produce not only an estimate of the abundance of immune cells in the TIME, but also their spatial locations; however, there are currently few approaches to analyze the spatial context of the TIME. Thus, we have developed a framework for the spatial analysis of the TIME using Ripley’s K, coupled with a permutation-based framework to estimate and measure the departure from complete spatial randomness as a measure of the interactions between immune cells. This approach was applied to mIF data collected on tissue microarrays (TMA) and intratumoral regions of interest (ROIs), defined as >90% tumor cells based on pancytokeratin expression and morphology, selected from whole tissue sections from high-grade serous ovarian carcinoma patients (HGSOC) in the African American Cancer Epidemiology Study (94 subjects on TMAs resulting in 263 tissue cores; 93 subjects with 260 ROIs; 27 subjects included in both TMA and ROIs). Cox proportional hazard models, adjusting for stage and age of diagnosis, were constructed to determine the association of abundance and spatial clustering of tumor-infiltrating lymphocytes (TILs; CD3+), cytotoxic T-cells (CD3+ CD8+), and regulatory T-cells (CD3+ FoxP3+) with overall survival. For all models, the referent group was women with no positive cells for the marker of interest. In the analysis of ROIs, HGSOC patients with high abundance and low spatial clustering of TILs (hazard ratio [HR] = 0.069, 95% confidence interval [CI] = 0.01-0.35) and cytotoxic T-cells (HR and CI not estimable as no deaths observed) had the best survival. This finding of better survival in patients with high abundance and low clustering of TILs and cytotoxic T-cells was replicated in the analysis of TMAs (HR = 0.51, 95% CI = 0.31-0.85 for TILs and HR = 0.11, 95% CI = 0.02-0.53 for cytotoxic T-cells). We also demonstrated the models with both abundance and spatial information was more informative than abundance alone (p < 0.01 for CD3+ and CD3+CD8+ in both ROIs and TMAs). High co-localization of regulatory T-cells and cytotoxic T-cells showed best overall survival on both ROI and TMAs (HR=0.49, 95% CI = 0.28-0.88 and HR = 0.42, 95% CI = 0.25-0.71, respectively). The model with spatial co-occurrence information was significantly better than the model with only abundance (p < 0.05). These findings underscore the prognostic importance of evaluating not only immune cell abundance but also the spatial contexture of the immune cells in the ovarian TIME. The use of our framework for spatial analysis of the TIME and immune cell clustering may be applicable in other cancers and provide a novel approach to identification of biomarkers for predicting patient outcomes.
Citation Format: Alex C. Soupir, Christopher M. Wilson, Joellen M. Schildkraut, Lauren C. Peres, Brooke L. Fridley. Immune cell clustering in ovarian cancer tumors and its association with survival [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2541.
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23
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Colin-Leitzinger C, Jeong D, Abdalah M, Cannioto R, Chern JY, Davis E, Gillies R, McGettigan M, Perez-Morales J, Raghunand N, Sinha S, Stringfield O, Tirbene R, Schabath M, Peres LC. Abstract 5886: Pre-treatment adiposity measured by computed tomography and survival of women with high-grade serous ovarian cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-5886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The association of body mass index (BMI) with survival of women with ovarian cancer remains unclear due to mixed epidemiological evidence. This may be due, in part, to the fact that BMI is an imperfect measure of body fat as BMI does not distinguish weight from lean muscle versus adipose tissue. Here, we investigated the association of adiposity measured by computed tomography (CT) with survival among the most common histotype of ovarian cancer, high-grade serous ovarian cancer (HGSOC). The present study included 383 women diagnosed with HGSOC from 2008 to 2019 who were evaluated at H. Lee Moffitt Cancer Center and Research Institute and had pre-treatment computed tomography scans available for analysis. The sliceOmatic v5.0 rev13 (Tomovision, Magog, Canada) medical image analysis software and accompanying ABACS module for segmentation was used to quantify subcutaneous (SAT), visceral (VAT), and intermuscular adipose tissue (IMAT) from the third lumbar (L3) axial slice including the transverse processes. We used Cox proportional hazard regression to estimate hazard ratios (HR) and 95% confidence intervals (CIs) for the association of each measure of adiposity with overall survival (OS) and recurrence-free survival (RFS) while adjusting for age at diagnosis, stage, race and ethnicity, and first-line treatment. The degree of ascites was included in the VAT models as ascites fluid density can mask VAT. We also assessed these associations within first-line treatment groups (upfront chemotherapy [n=147], upfront surgery [n=236]). In the overall study population, we observed a positive but not statistically significant association with OS and RFS for the highest vs. lowest tertile of IMAT (HR= 1.18, 95% CI=0.83, 1.67 and HR=1.16, 95% CI=0.85, 1.58, respectively). Among women who received upfront surgery, the highest tertile of IMAT was associated with a 57% increased risk of recurrence compared to the lowest tertile (HR=1.57, 95% CI=1.04, 2.37), while the association between IMAT and OS was similar to the findings in the overall population (HR=1.14, 95% CI=0.73, 1.78). No association was observed between IMAT and OS or RFS among women who received upfront chemotherapy. No associations with OS or RFS were observed for SAT or VAT overall or within first-line treatment groups. In summary, we observed inferior RFS among HGSOC patients with higher IMAT. These findings suggest that IMAT measured from standard-of-care imaging may represent a biomarker of recurrence among HGSOC patients, and incorporating lifestyle and behavioral changes (e.g., diet, exercise) to decrease IMAT may be warranted for this patient population.
Citation Format: Christelle Colin-Leitzinger, Daniel Jeong, Mahmoud Abdalah, Rikki Cannioto, Jing-Yi Chern, Evan Davis, Robert Gillies, Melissa McGettigan, Jaileene Perez-Morales, Natarajan Raghunand, Sweta Sinha, Olya Stringfield, Rajwantee Tirbene, Matthew Schabath, Lauren C. Peres. Pre-treatment adiposity measured by computed tomography and survival of women with high-grade serous ovarian cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5886.
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Affiliation(s)
| | - Daniel Jeong
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Mahmoud Abdalah
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | - Jing-Yi Chern
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Evan Davis
- 2Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Robert Gillies
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | | | | | - Sweta Sinha
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | | | | | - Lauren C. Peres
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
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Perez-Morales J, Leitzinger CMC, Sinha SK, McGettigan MJ, Jeong DK, Stringfield O, Abdala M, Raghunand N, Gillies RJ, Chern JY, Peres LC, Schabath MB. Abstract 3218: Radiomic biomarkers to optimize treatment decision and predict patient outcomes in serous ovarian carcinoma. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: There are two first-line treatment recommendations for advanced ovarian cancer: i) upfront cytoreductive debulking followed by chemotherapy and ii) neoadjuvant chemotherapy prior to surgical debulking. The choice between these two treatment strategies is controversial as there are no standardized guidelines for clinical decision support. As such, there remains a critical unmet need to identity biomarkers to personalize the most effective treatment strategies. The primary objective of this study is to identify and validate radiomic biomarkers that predict treatment response among patients with high-grade serous ovarian cancer treated with upfront surgical debulking.
Methods: Intratumoral radiomic features (n=308) were extracted from pre-treatment contrast-enhanced CT images; analyses were conducted to remove correlated, non-stable, and non-reproducible features. Patients treated with upfront surgery (N=182) were split into training (N=91) and test (N=91) cohorts and a cohort of patients treated with upfront neoadjuvant (N=116) was used to determine if the radiomic features were prognostic or predictive. Overall (OS) and progression-free survival (PFS) were the main endpoints. Classification and Regression Tree analysis was used to identity the most informative radiomic features in the training cohort, which were then analyzed in the test cohort and the upfront neoadjuvant cohort.
Results: Decision tree analysis identified a volumetric feature, ROI volume center of mass (CoM) in X direction, as the most informative radiomic feature which stratified upfront surgery patients into high- and low-risk. In the training cohort, high-risk patients were associated with significantly worse OS versus low-risk patients (HR=2.01; 95% CI 1.07-3.77 vs. 1.00 and 5-year OS=39.9% vs. 56.1%, respectively; log-rank p-value=0.03). In the test cohort, the high- vs. low-risk patients were also associated with poor OS (HR=2.23; 95% CI 1.19-4.17 vs. 1.00 and 5-year OS=23.3% vs. 51.3%, respectively; log-rank p-value=0.01). This radiomic feature was not associated with OS among patients with upfront neoadjuvant (HR=1.23; 95% CI 0.73-2.07 vs. 1.00 and 5-year OS=23.9% vs. 36.6%, respectively; log-rank p-value=0.44). Similar findings were observed for PFS.
Conclusion: Utilizing standard-of-care imaging, we identified and validated a predictive radiomic feature associated with outcomes among patients with high-grade serous ovarian cancer treated with upfront surgical debulking but not among patients treated with neoadjuvant chemotherapy. This radiomic biomarker, which describes the location of center of mass inside the tumor in pixels in the x-direction, could be potentially utilized as clinical decision support to guide first-line treatment options. This study was generously funded by a Miles for Moffitt pilot grant.
Citation Format: Jaileene Perez-Morales, Christelle M. Colin Leitzinger, Sweta K. Sinha, Melissa J. McGettigan, Daniel K. Jeong, Olya Stringfield, Mahmoud Abdala, Natarajan Raghunand, Robert J. Gillies, Jing-Yi Chern, Lauren C. Peres, Matthew B. Schabath. Radiomic biomarkers to optimize treatment decision and predict patient outcomes in serous ovarian carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3218.
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Affiliation(s)
| | | | - Sweta K. Sinha
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | - Daniel K. Jeong
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | - Mahmoud Abdala
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | | | - Jing-Yi Chern
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Lauren C. Peres
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
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25
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Peres LC, Colin-Leitzinger C, Sinha S, Marks JR, Conejo-Garcia JR, Alberg AJ, Bandera EV, Berchuck A, Bondy ML, Christensen BC, Cote ML, Doherty JA, Moorman PG, Peters ES, Segura CM, Nguyen JV, Schwartz AG, Terry PD, Wilson CM, Fridley BL, Schildkraut JM. Racial Differences in the Tumor Immune Landscape and Survival of Women with High-Grade Serous Ovarian Carcinoma. Cancer Epidemiol Biomarkers Prev 2022; 31:1006-1016. [PMID: 35244678 PMCID: PMC9081269 DOI: 10.1158/1055-9965.epi-21-1334] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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] [Received: 11/22/2021] [Revised: 01/24/2022] [Accepted: 02/22/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Tumor-infiltrating lymphocytes (TIL) confer a survival benefit among patients with ovarian cancer; however, little work has been conducted in racially diverse cohorts. METHODS The current study investigated racial differences in the tumor immune landscape and survival of age- and stage-matched non-Hispanic Black and non-Hispanic White women with high-grade serous ovarian carcinoma (HGSOC) enrolled in two population-based studies (n = 121 in each racial group). We measured TILs (CD3+), cytotoxic T cells (CD3+CD8+), regulatory T cells (CD3+FoxP3+), myeloid cells (CD11b+), and neutrophils (CD11b+CD15+) via multiplex immunofluorescence. Multivariable Cox proportional hazard regression was used to estimate the association between immune cell abundance and survival overall and by race. RESULTS Overall, higher levels of TILs, cytotoxic T cells, myeloid cells, and neutrophils were associated with better survival in the intratumoral and peritumoral region, irrespective of tissue compartment (tumor, stroma). Improved survival was noted for T-regulatory cells in the peritumoral region and in the stroma of the intratumoral region, but no association for intratumoral T-regulatory cells. Despite similar abundance of immune cells across racial groups, associations with survival among non-Hispanic White women were consistent with the overall findings, but among non-Hispanic Black women, most associations were attenuated and not statistically significant. CONCLUSIONS Our results add to the existing evidence that a robust immune infiltrate confers a survival advantage among women with HGSOC; however, non-Hispanic Black women may not experience the same survival benefit as non-Hispanic White women with HGSOC. IMPACT This study contributes to our understanding of the immunoepidemiology of HGSOC in diverse populations.
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Affiliation(s)
- Lauren C. Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | | | - Sweta Sinha
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Jeffrey R. Marks
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Jose R. Conejo-Garcia
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Anthony J. Alberg
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Elisa V. Bandera
- Department of Population Science, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Andrew Berchuck
- Department of Gynecologic Oncology, Duke University School of Medicine, Durham, North Carolina
| | - Melissa L. Bondy
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California
| | - Brock C. Christensen
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
- Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
- Department of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
| | - Michele L. Cote
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Jennifer Anne Doherty
- Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
- Huntsman Cancer Institute, Salt Lake City, Utah
| | - Patricia G. Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, North Carolina
| | - Edward S. Peters
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, Omaha, Nebraska
| | - Carlos Moran Segura
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Jonathan V. Nguyen
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Ann G. Schwartz
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Paul D. Terry
- Department of Medicine, University of Tennessee Medical Center – Knoxville, Knoxville, Tennessee
| | - Christopher M. Wilson
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Brooke L. Fridley
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Joellen M. Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
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26
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Martin AL, Sinha S, Peres LC, Hakam A, Chon HS, Hoffman MS, Shahzad MM, Wenham RM, Chern JY. The impact of distance to closest negative margin on survival after pelvic exenteration. Gynecol Oncol 2022; 165:514-521. [PMID: 35487774 DOI: 10.1016/j.ygyno.2022.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 03/24/2022] [Accepted: 04/07/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To determine the effect of distance to closest negative margin on survival after pelvic exenteration (PE). METHODS In this retrospective analysis of PE at Moffitt Cancer Center from 2000 to 2019, baseline characteristics, clinical details, and outcomes were ascertained. Distance to closest negative margin was measured. Close and distant negative margins were defined as <3 mm and ≥3 mm from malignancy to nearest surgical margin, respectively. Overall survival (OS) and progression-free survival (PFS) were determined, and Kaplan-Meier curves were compared. Cox proportional hazards regression was used to examine the association of margin status with OS and PFS. RESULTS Of 124 PEs with malignancy, 80 (64.5%) had negative margins. Median survival was 62 (95% confidence interval [CI] 27-70) months for negative and 21 (95% CI 15-29) months for positive margins. Of 76 with negative margins and documented margin length, 26 had close and 50 had distant margins. Median survival was 32 (95% CI 14-62) months for close and 111 (95% CI 42-166) months for distant margins. Distant margins were associated with improved OS (p = 0.0054) and PFS (p = 0.0099) compared to close margins. After adjusting for other prognostic factors, patients with distant margins had significantly decreased risk of all-cause mortality (HR 0.39, 95% CI 0.19-0.78; p = 0.008) and progression (HR 0.48, 95% CI 0.23-0.99; p = 0.04) compared to positive margins. No significant differences in OS or PFS were observed between close and positive margins. This survival benefit remained among those with cervical cancer. Median survival in this cohort was 34.1 (95% CI 2.0-69.8) months for close and 165.7 (95% CI 24.5-165.7) for distant margins. CONCLUSIONS Distant margins following PE are associated with improved OS and PFS compared to close margins.
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Affiliation(s)
- Alexandra L Martin
- Moffitt Cancer Center, Department of Clinical Science, United States of America
| | - Sweta Sinha
- Moffitt Cancer Center, Department of Cancer Epidemiology, United States of America
| | - Lauren C Peres
- Moffitt Cancer Center, Department of Cancer Epidemiology, United States of America
| | - Ardeshir Hakam
- Moffitt Cancer Center, Department of Anatomic Pathology, United States of America
| | - Hye Sook Chon
- H. Lee Moffitt Cancer Center, Department of Gynecologic Oncology, United States of America; Department of Oncologic Services, University of South Florida, Morsani College of Medicine, United States of America
| | - Mitchel S Hoffman
- H. Lee Moffitt Cancer Center, Department of Gynecologic Oncology, United States of America
| | - Mian M Shahzad
- H. Lee Moffitt Cancer Center, Department of Gynecologic Oncology, United States of America
| | - Robert M Wenham
- H. Lee Moffitt Cancer Center, Department of Gynecologic Oncology, United States of America
| | - Jing-Yi Chern
- H. Lee Moffitt Cancer Center, Department of Gynecologic Oncology, United States of America.
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Peres LC, Hansen DK, Maura F, Kazandjian D. The knowns and unknowns of disparities, biology, and clinical outcomes in Hispanic and Latinx multiple myeloma patients in the U.S. Semin Oncol 2022; 49:3-10. [DOI: 10.1053/j.seminoncol.2022.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 01/23/2022] [Indexed: 11/11/2022]
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28
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McBride CM, Pathak S, Johnson CE, Alberg AJ, Bandera EV, Barnholtz-Sloan JS, Bondy ML, Cote ML, Moorman PG, Peres LC, Peters ES, Schwartz AG, Terry PD, Schildkraut JM. Psychosocial factors associated with genetic testing status among African American women with ovarian cancer: Results from the African American Cancer Epidemiology Study. Cancer 2021; 128:1252-1259. [PMID: 34882782 PMCID: PMC9300067 DOI: 10.1002/cncr.34053] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/25/2021] [Accepted: 10/27/2021] [Indexed: 12/29/2022]
Abstract
Background Racial disparities in the uptake of cancer genetic services are well documented among African American (AA) women. Understanding the multiple social and psychological factors that can influence the uptake of genetic testing among AA women is needed. Methods Data came from 270 AA women diagnosed with ovarian cancer and participating in a population‐based, case‐control study of ovarian cancer who were asked about genetic testing. Logistic regression analyses tested the associations of predisposing, enabling, and need factors with reported genetic testing uptake. Results One‐third of the sample (35%) reported having had genetic testing. In the multivariable model, AA women with higher incomes had more than double the odds of being tested than those with the lowest income (odds ratio [OR] for $25,000‐$74,999, 2.04; 95% confidence interval [CI], 1.06‐3.99; OR for ≥$75,000, 2.32; 95% CI, 0.92‐5.94). AA women who reported employment discrimination were significantly less likely to report genetic testing than those who did not report job discrimination (OR, 0.39; 95% CI, 0.14‐0.95). Marital status, Medicaid versus other insurance, prayer frequency, and perceived social support were significantly associated with genetic testing uptake in bivariate analyses but were not significant contributors in multivariable analyses. Conclusions Consistent with other studies of AA women, a minority of African American Cancer Epidemiology Study participants had undergone genetic testing. Having a lower income and experiencing job discrimination decreased the likelihood of testing. These results provide foundational evidence supporting the need for interventions to improve the uptake of genetic testing among AA women by reducing cost barriers and providing credible assurances that genetic results will be kept private and not affect social factors such as employability. African American women with lower incomes who have experienced job discrimination are less likely to undergo testing. These results support the need for interventions to reduce cost barriers and provide credible assurances that genetic results will be kept private and not affect social factors such as employability.
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Affiliation(s)
- Colleen M McBride
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Sarita Pathak
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Courtney E Johnson
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Anthony J Alberg
- Department of Epidemiology and Biostatistics, University of South Carolina Arnold School of Public Health, Columbia, South Carolina
| | - Elisa V Bandera
- Cancer Prevention and Control Program, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Jill S Barnholtz-Sloan
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio.,University Hospitals, Cleveland, Ohio
| | - Melissa L Bondy
- Department of Epidemiology and Population Health, Stanford University, Stanford, California
| | - Michele L Cote
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, Michigan
| | - Patricia G Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, North Carolina
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Edward S Peters
- Epidemiology Program, Louisiana State University Health Sciences Center School of Public Health, New Orleans, Louisiana
| | - Ann G Schwartz
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, Michigan
| | - Paul D Terry
- Department of Medicine, University of Tennessee Medical Center-Knoxville, Knoxville, Tennessee
| | - Joellen M Schildkraut
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
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Creed JH, Wilson CM, Soupir AC, Colin-Leitzinger CM, Kimmel GJ, Ospina OE, Chakiryan NH, Markowitz J, Peres LC, Coghill A, Fridley BL. spatialTIME and iTIME: R package and Shiny application for visualization and analysis of immunofluorescence data. Bioinformatics 2021; 37:4584-4586. [PMID: 34734969 PMCID: PMC8652029 DOI: 10.1093/bioinformatics/btab757] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/10/2021] [Accepted: 10/29/2021] [Indexed: 01/19/2023] Open
Abstract
Summary Multiplex immunofluorescence (mIF) staining combined with quantitative digital image analysis is a novel and increasingly used technique that allows for the characterization of the tumor immune microenvironment (TIME). Generally, mIF data is used to examine the abundance of immune cells in the TIME; however, this does not capture spatial patterns of immune cells throughout the TIME, a metric increasingly recognized as important for prognosis. To address this gap, we developed an R package spatialTIME that enables spatial analysis of mIF data, as well as the iTIME web application that provides a robust but simplified user interface for describing both abundance and spatial architecture of the TIME. The spatialTIME package calculates univariate and bivariate spatial statistics (e.g. Ripley’s K, Besag’s L, Macron’s M and G or nearest neighbor distance) and creates publication quality plots for spatial organization of the cells in each tissue sample. The iTIME web application allows users to statistically compare the abundance measures with patient clinical features along with visualization of the TIME for one tissue sample at a time. Availability and implementation spatialTIME is implemented in R and can be downloaded from GitHub (https://github.com/FridleyLab/spatialTIME) or CRAN. An extensive vignette for using spatialTIME can also be found at https://cran.r-project.org/web/packages/spatialTIME/index.html. iTIME is implemented within a R Shiny application and can be accessed online (http://itime.moffitt.org/), with code available on GitHub (https://github.com/FridleyLab/iTIME). Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Jordan H Creed
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA
| | - Christopher M Wilson
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA
| | - Alex C Soupir
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA.,Department of Tumor Biology, Moffitt Cancer Center, Tampa, FL, USA
| | | | - Gregory J Kimmel
- Department of Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Oscar E Ospina
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA
| | | | - Joseph Markowitz
- Department of Cutaneous Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Anna Coghill
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Brooke L Fridley
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA
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Salas LA, Peres LC, Thayer ZM, Smith RWA, Guo Y, Chung W, Si J, Liang L. A transdisciplinary approach to understand the epigenetic basis of race/ethnicity health disparities. Epigenomics 2021; 13:1761-1770. [PMID: 33719520 PMCID: PMC8579937 DOI: 10.2217/epi-2020-0080] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 04/07/2020] [Indexed: 11/21/2022] Open
Abstract
Health disparities correspond to differences in disease burden and mortality among socially defined population groups. Such disparities may emerge according to race/ethnicity, socioeconomic status and a variety of other social contexts, and are documented for a wide range of diseases. Here, we provide a transdisciplinary perspective on the contribution of epigenetics to the understanding of health disparities, with a special emphasis on disparities across socially defined racial/ethnic groups. Scientists in the fields of biological anthropology, bioinformatics and molecular epidemiology provide a summary of theoretical, statistical and practical considerations for conducting epigenetic health disparities research, and provide examples of successful applications from cancer research using this approach.
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Affiliation(s)
- Lucas A Salas
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, NH 03756, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Zaneta M Thayer
- Department of Anthropology, Dartmouth College, Hanover, NH 03755, USA
| | - Rick WA Smith
- Department of Anthropology, Dartmouth College, Hanover, NH 03755, USA
- The William H. Neukom Institute for Computational Science, Dartmouth College, Hanover, NH 03755, USA
| | | | - Wonil Chung
- Department of Statistics & Actuarial Science, Soongsil University, Seoul, 06478, Korea
- Program in Genetic Epidemiology & Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Jiahui Si
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
- Department of Biostatistics & Epidemiology, Peking University School of Public Health, Beijing, 100191, China
| | - Liming Liang
- Program in Genetic Epidemiology & Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
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Peres LC, Monteiro AN. Scratching Below the Ovarian Cancer GWAS Surface. Cancer Epidemiol Biomarkers Prev 2021; 30:1604-1606. [PMID: 34475121 DOI: 10.1158/1055-9965.epi-21-0568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/12/2021] [Accepted: 06/11/2021] [Indexed: 11/16/2022] Open
Abstract
Despite recent notable treatment advancements, ovarian cancer survival rates remain poor, with about half of women surviving five years after diagnosis. Uncovering novel prognostic factors is critical to better understand and reduce mortality from this deadly disease. While genome-wide association studies have identified numerous loci associated with risk of epithelial ovarian cancer, the investigation of genetic factors associated with outcomes among women with ovarian cancer has been limited due to several challenges summarized in the present commentary. Using data from the Ovarian Cancer Association Consortium, Quinn and colleagues conducted a genome-wide association study of patients with ovarian cancer receiving debulking surgery and standard chemotherapy as first-line treatment, revealing a locus at 12q24.33 associated with progression-free survival. Experimental evidence suggests that ULK1, a gene coding for a serine/threonine kinase implicated in autophagy, is the target of the association. We discuss the novelty of these findings, unanswered questions, and next steps for the road ahead in translating the work of Quinn and colleagues into clinical practice.See related article by Quinn et al., p. 1669.
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Affiliation(s)
- Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Alvaro N Monteiro
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.
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32
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Guertin KA, Harris HR, Camacho TF, Johnson CE, Wu AH, Moorman PG, Myers E, Bethea TN, Bandera EV, Joslin CE, Ochs-Balcom HM, Peres LC, Rosenow WT, Setiawan VW, Beeghly-Fadiel A, Dempsey LF, Rosenberg L, Schildkraut JM. Abstract 33: Racial disparities in epithelial ovarian cancer survival: An examination of contributing factors in the Ovarian Cancer in Women of African Ancestry (OCWAA) consortium. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose of Study: We used multiple mediation analysis to examine why African-American women have poorer ovarian cancer survival compared to white women.
Methods: We examined data from the OCWAA consortium which harmonized questionnaire-based data on 1,075 African-American women and 3,272 white women with ovarian cancer from seven U.S. studies. We first selected potential mediators and confounders by examining their association with race and survival and then incorporated these variables into a sequential multiple mediation analysis. We used multiple imputation and bootstrapping to fit and pool natural effects models with counterfactual exposures and survival times. In order to distinguish the effect of race through mediators and otherwise, we implemented log-normal accelerated failure time and Cox proportional hazards (PH) models.
Results: In OCWAA, 67.8% (n=729) of African-American women and 69.7% (n=2,282) of white women were deceased. The hazard ratio for African-American compared to white women was 1.29 (95%CI=1.15-1.46). In our final model (Table 1), mediators of this disparity in survival included college education, nulliparity, smoking status, body mass index, diabetes, diabetes/race interaction, postmenopausal hormone (PMH) therapy duration, PMH duration/race interaction, PMH duration/age interaction, histotype, and stage. These mediators explained 46.4% (95%CI=30.9-60.0%) of the overall racial disparity, and histotype/stage and PMH duration accounted for the largest fraction.
Conclusions: In the OCWAA consortium, almost half of the disparity in ovarian cancer survival between African-American and white women is explained by education, lifestyle factors, diabetes, PMH use, and tumor characteristics. A more complete understanding of the remaining difference in racial disparity is needed in order to ultimately improve outcomes and reduce disparities.
Table 1.Sequential multiple mediation of racial differences in ovarian cancer survival in OCWAAStepaMediator(s) AddedIndirect Effect HRbDirect Effect HRcTotal Effect HRd% Mediatede1College graduate1.015 (0.960, 1.073)1.308 (1.265, 1.351)1.327 (1.268, 1.389)4.5 (-16.9, 22.0)2Nulliparity1.018 (0.963, 1.076)1.304 (1.261, 1.347)1.327 (1.268, 1.388)5.8 (-15.6, 22.9)3Smoking1.023 (0.968, 1.082)1.296 (1.254, 1.340)1.326 (1.266, 1.387)7.5 (-13.3, 24.8)4BMI,Diabetes,Diabetes/Race Interaction1.051 (0.995, 1.111)1.263 (1.222, 1.305)1.327 (1.268, 1.389)17.0 (-2.2, 33.2)5PMH Duration,PMH Duration/Race Interaction,PMH Duration/Age Interaction1.086 (1.025, 1.149)1.195 (1.157, 1.235)1.298 (1.238, 1.359)31.0 (11.2, 47.3)6Histotype,Stage1.129 (1.073, 1.189)1.149 (1.114, 1.184)1.297 (1.243, 1.353)46.4 (30.9, 60.0)Abbreviations: OCWAA, Ovarian Cancer in Women of African Ancestry; PMH, Postmenopausal hormone; BMI, body mass index.Bold numbers reflect statistically significant values.aSequential order in which the selected mediators were added to the model. Model also includes variables in all preceding steps.bThe indirect effect is the cumulative indirect effect of the variables selected as mediators in a given step and all preceding steps.cThe direct effect is the remaining direct effect through all other non-mediated pathways.dTotal effect is calculated as log(Indirect Effect HR) + log(Direct Effect HR).ePercent (%) mediated is calculated as log(indirect effect HR)/log(total effect HR).
Citation Format: Kristin A. Guertin, Holly R. Harris, Tareq F. Camacho, Courtney E. Johnson, Anna H. Wu, Patricia G. Moorman, Evan Myers, Traci N. Bethea, Elisa V. Bandera, Charlotte E. Joslin, Heather M. Ochs-Balcom, Lauren C. Peres, Will T. Rosenow, Veronica W. Setiawan, Alicia Beeghly-Fadiel, Lauren F. Dempsey, Lynn Rosenberg, Joellen M. Schildkraut. Racial disparities in epithelial ovarian cancer survival: An examination of contributing factors in the Ovarian Cancer in Women of African Ancestry (OCWAA) consortium [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 33.
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Affiliation(s)
| | | | | | | | - Anna H. Wu
- 4University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | | | - Evan Myers
- 6Duke University Medical Center, Durham, NC
| | - Traci N. Bethea
- 7Georgetown Lombardi Comprehensive Cancer Center, Washington, DC
| | | | | | | | - Lauren C. Peres
- 11H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Will T. Rosenow
- 1University of Virginia School of Medicine, Charlottesville, VA
| | - Veronica W. Setiawan
- 4University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
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33
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Davis CP, Bandera EV, Bethea TN, Camacho F, Joslin CE, Wu AH, Beeghly-Fadiel A, Moorman PG, Myers ER, Ochs-Balcom HM, Peres LC, Rosenow WT, Setiawan VW, Rosenberg L, Schildkraut JM, Harris HR. Genital Powder Use and Risk of Epithelial Ovarian Cancer in the Ovarian Cancer in Women of African Ancestry Consortium. Cancer Epidemiol Biomarkers Prev 2021; 30:1660-1668. [PMID: 34155063 DOI: 10.1158/1055-9965.epi-21-0162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/01/2021] [Accepted: 06/01/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Genital powder use is more common among African-American women; however, studies of genital powder use and ovarian cancer risk have been conducted predominantly in White populations, and histotype-specific analyses among African-American populations are limited. METHODS We used data from five studies in the Ovarian Cancer in Women of African Ancestry consortium. Participants included 620 African-American cases, 1,146 African-American controls, 2,800 White cases, and 6,735 White controls who answered questions on genital powder use prior to 2014. The association between genital powder use and ovarian cancer risk by race was estimated using logistic regression. RESULTS The prevalence of ever genital powder use for cases was 35.8% among African-American women and 29.5% among White women. Ever use of genital powder was associated with higher odds of ovarian cancer among African-American women [OR = 1.22; 95% confidence interval (CI) = 0.97-1.53] and White women (OR = 1.36; 95% CI = 1.19-1.57). In African-American women, the positive association with risk was more pronounced among high-grade serous tumors (OR = 1.31; 95% CI = 1.01-1.71) than with all other histotypes (OR = 1.05; 95% CI = 0.75-1.47). In White women, a significant association was observed irrespective of histotype (OR = 1.33; 95% CI = 1.12-1.56 and OR = 1.38; 95% CI = 1.15-1.66, respectively). CONCLUSIONS While genital powder use was more prevalent among African-American women, the associations between genital powder use and ovarian cancer risk were similar across race and did not materially vary by histotype. IMPACT This is one of the largest studies to date to compare the associations between genital powder use and ovarian cancer risk, overall and by histotype, between African-American and White women.
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Affiliation(s)
- Colette P Davis
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Traci N Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, District of Columbia
| | - Fabian Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine and Division of Epidemiology and Biostatistics, School of Public Health, Chicago, Illinois
| | - Anna H Wu
- University of Southern California Norris Comprehensive Cancer Center and Department of Preventive Medicine, Keck School of Medicine, Los Angeles, California
| | - Alicia Beeghly-Fadiel
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Patricia G Moorman
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, North Carolina
| | - Evan R Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina
| | - Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, New York
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Will T Rosenow
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Veronica W Setiawan
- University of Southern California Norris Comprehensive Cancer Center and Department of Preventive Medicine, Keck School of Medicine, Los Angeles, California
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, Massachusetts
| | - Joellen M Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington. .,Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington
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34
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Bethea TN, Ochs-Balcom HM, Bandera EV, Beeghly-Fadiel A, Camacho F, Chyn D, Cloyd EK, Harris HR, Joslin CE, Myers E, Moorman PG, Peres LC, Rosenow W, Setiawan VW, Wu AH, Rosenberg L, Schildkraut JM. First- and second-degree family history of ovarian and breast cancer in relation to risk of invasive ovarian cancer in African American and white women. Int J Cancer 2021; 148:2964-2973. [PMID: 33521947 DOI: 10.1002/ijc.33493] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 01/05/2021] [Accepted: 01/20/2021] [Indexed: 11/07/2022]
Abstract
Family history (FH) of ovarian cancer and breast cancer are well-established risk factors for ovarian cancer, but few studies have examined this association in African American (AA) and white women by histotype. We assessed first- and second-degree FH of ovarian and breast cancer and risk of epithelial ovarian cancer in the Ovarian Cancer in Women of African Ancestry Consortium. Analyses included 1052 AA cases, 2328 AA controls, 2380 white cases and 3982 white controls. Race-specific odds ratios (ORs) and 95% confidence intervals (CIs) were estimated using multilevel logistic regression with adjustment for covariates. Analyses were stratified by histotype (high-grade serous vs others). First-degree FH of ovarian cancer was associated with high-grade serous carcinoma in AA (OR = 2.32, 95% CI: 1.50, 3.59) and white women (OR = 2.48, 95% CI: 1.82, 3.38). First-degree FH of breast cancer increased risk irrespective of histotype in AAs, but with high-grade serous carcinoma only in white women. Associations with second-degree FH of ovarian cancer were observed for overall ovarian cancer in white women and with high-grade serous carcinoma in both groups. First-degree FH of ovarian cancer and of breast cancer, and second-degree FH of ovarian cancer is strongly associated with high-grade serous ovarian carcinoma in AA and white women. The association of FH of breast cancer with high-grade serous ovarian carcinoma is similar in white women and AA women, but may differ for other histotypes.
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Affiliation(s)
- Traci N Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, DC, USA
| | - Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Alicia Beeghly-Fadiel
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Fabian Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Deanna Chyn
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Emily K Cloyd
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.,Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine, Chicago, Illinois, USA.,Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, Illinois, USA
| | - Evan Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina, USA
| | - Patricia G Moorman
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, North Carolina, USA
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Will Rosenow
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Veronica W Setiawan
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, Massachusetts, USA
| | - Joellen M Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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35
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Peres LC, Townsend MK, Birmann BM, Conejo-Garcia JR, Kim Y, Kubzansky LD, Magpantay LI, Martinez-Maza O, Tworoger SS. Circulating Biomarkers of Inflammation and Ovarian Cancer Risk in the Nurses' Health Studies. Cancer Epidemiol Biomarkers Prev 2021; 30:710-718. [PMID: 33563649 DOI: 10.1158/1055-9965.epi-20-1390] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 12/01/2020] [Accepted: 01/29/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Chronic inflammation is a well-established mechanism of ovarian carcinogenesis; however, the specific immunogenic processes influencing ovarian tumor development remain unclear. In a case-control study nested within the Nurses' Health Study (NHS) and the NHSII, we examined the association between six inflammatory chemokines and cytokines [B-cell activating factor (BAFF), C-X-C motif chemokine ligand 13 (CXCL13), IL8, soluble(s)IL2-receptor-α(Rα), sIL6Rα] and epithelial ovarian cancer risk. METHODS Among 299 epithelial ovarian cancer cases and 334 matched controls, six inflammatory biomarkers were measured in plasma collected 1-24 years before diagnosis or index date using two custom multiplex Luminex panels. ORs and 95% confidence intervals (CI) were estimated for the association between each biomarker and risk using multivariable conditional logistic regression with adjustment for relevant confounders. We additionally assessed heterogeneity in the risk associations by histotype [high-grade serous carcinoma (HGSC) vs. non-HGSC], body mass index, smoking status, menopausal status, and aspirin use. RESULTS Women with the highest versus lowest quartile (Q) levels of CXCL13 had a 72% increased ovarian cancer risk (OR = 1.72; 95% CI = 1.04-2.83; P trend = 0.007). The positive association with CXCL13 was stronger in magnitude for non-HGSC, overweight or obese women, and postmenopausal women, although only menopausal status demonstrated statistically significant heterogeneity (P interaction = 0.04). The remaining biomarkers were not associated with risk. CONCLUSIONS This first evidence that prediagnostic CXCL13, a B-cell chemoattractant, is associated with an increased risk of epithelial ovarian cancer expands current understanding of the role of inflammation in ovarian carcinogenesis. IMPACT CXCL13 may represent a novel biomarker for ovarian cancer.
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Affiliation(s)
- Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.
| | - Mary K Townsend
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Brenda M Birmann
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jose R Conejo-Garcia
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Yongjoo Kim
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Larry I Magpantay
- Department of Obstetrics and Gynecology, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California
| | - Otoniel Martinez-Maza
- Department of Obstetrics and Gynecology, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California.,Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California
| | - Shelley S Tworoger
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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36
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Davis CP, Bandera EV, Bethea TN, Camacho TF, Joslin CE, Wu AH, Beeghly-Fadiel A, Cloyd EK, Moorman PG, Myers E, Ochs-Balcom HM, Peres LC, Rosenow WL, Setiawan VW, Rosenberg L, Schildkraut JM, Harris HR. Abstract PO-180: Genital powder use and risk of epithelial ovarian cancer in the Ovarian Cancer in Women of African Ancestry Consortium. Cancer Epidemiol Biomarkers Prev 2020. [DOI: 10.1158/1538-7755.disp20-po-180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
PURPOSE: To date, the epidemiology of epithelial ovarian cancer (EOC) among African-American women has been severely understudied. It remains unclear to what extent variation in the prevalence of EOC risk factors may explain incidence disparities between African-American and white women. Genital powder use is more common among African-American women; however, studies of genital power use and EOC risk have been conducted predominantly in white populations, and histotype specific analyses among African-American populations are limited. The objective of this study was to evaluate the association between genital powder use and EOC risk among African-American and white women, overall and by histotype.
METHODS: We used data from four ovarian cancer case-control studies in the Ovarian Cancer in Women of African Ancestry (OCWAA) consortium: the African American Cancer Epidemiology Study, the Los Angeles County Ovarian Cancer Study, the Cook County Case-Control Study, and the North Carolina Ovarian Cancer Study. Participants included 601 African-American cases, 1,012 African-American controls, 2,225 white cases, and 3,086 white controls who answered questions on genital powder use prior to 2014. The association between genital powder use and EOC risk was estimated using logistic regression. Pooled histotype specific odds ratios (ORs) and 95% confidence intervals (95% CIs) were calculated using polytomous logistic regression. The population attributable risk (PAR) by race was calculated using the Bruzzi method. RESULTS: The prevalence of reporting ever genital powder use was 66% among African-American women and 44% among white women. African- American women who ever used genital powder were 29% more likely to develop EOC compared to African-American women who reported no use (OR=1.29, 95% CI=0.98-1.71). White women who ever used genital powder were 36% more likely to develop EOC compared to white women reporting no use (OR=1.36, 95% CI=1.12- 1.52). The associations were similar when examined by histotype. Among African- American women, the ORs were 1.29 (95% CI=0.94-1.76) for high grade serous (HGS) and 1.38 (95% CI=0.87-2.19) for non-HGS. For white women, the corresponding ORs were 1.27 (95% CI=1.06-1.52) and 1.21 (95% CI=0.96-1.56), respectively. The PAR for genital powder use was slightly higher, but not statistically significantly different, in African-American women (PAR=10.7, 95% CI=3.7-17.5) compared to white women (PAR=7.8, 95% CI=4.9-10.7). CONCLUSION: While the prevalence of ever genital body powder use was higher among African-American women, the associations between genital powder use and ovarian cancer risk were similar between African-American and white women, and did not materially vary by histotype. Further analyses incorporating additional OCWAA studies and using more refined exposure categories (e.g., frequency and duration of powder use, age at first application) are currently being conducted.
Citation Format: Colette P. Davis, Elisa V. Bandera, Traci N. Bethea, Tareq F. Camacho, Charlotte E. Joslin, Anna H. Wu, Alicia Beeghly-Fadiel, Emily K. Cloyd, Patricia G. Moorman, Evan Myers, Heather M. Ochs-Balcom, Lauren C. Peres, Will L. Rosenow, Veronica W. Setiawan, Lynn Rosenberg, Joellen M Schildkraut, Holly R. Harris. Genital powder use and risk of epithelial ovarian cancer in the Ovarian Cancer in Women of African Ancestry Consortium [abstract]. In: Proceedings of the AACR Virtual Conference: Thirteenth AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2020 Oct 2-4. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2020;29(12 Suppl):Abstract nr PO-180.
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Affiliation(s)
| | | | | | | | | | - Anna H. Wu
- 6University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA,
| | | | | | | | - Evan Myers
- 8Duke University Medical Center, Durham, North Carolina,
| | | | - Lauren C. Peres
- 10H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL,
| | | | - Veronica W. Setiawan
- 6University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA,
| | - Lynn Rosenberg
- 11Slone Epidemiology Center at Boston University, Boston, MA,
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Peres LC, Bethea TN, Camacho TF, Bandera EV, Beeghly-Fadiel A, Chyn DL, Harris HR, Joslin CE, Moorman PG, Myers E, Ochs-Balcom HM, Rosenow W, Setiawan VW, Wu AH, Rosenberg L, Schildkraut JM. Racial Differences in Population Attributable Risk for Epithelial Ovarian Cancer in the OCWAA Consortium. J Natl Cancer Inst 2020; 113:710-718. [PMID: 33252629 DOI: 10.1093/jnci/djaa188] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 08/31/2020] [Accepted: 10/14/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The causes of racial disparities in epithelial ovarian cancer (EOC) incidence remain unclear. Differences in the prevalence of ovarian cancer risk factors may explain disparities in EOC incidence among African American (AA) and White women. METHODS We used data from 4 case-control studies and 3 case-control studies nested within prospective cohorts in the Ovarian Cancer in Women of African Ancestry Consortium to estimate race-specific associations of 10 known or suspected EOC risk factors using logistic regression. Using the Bruzzi method, race-specific population attributable risks (PAR) were estimated for each risk factor individually and collectively, including groupings of exposures (reproductive factors and modifiable factors). All statistical tests were 2-sided. RESULTS Among 3244 White EOC cases and 9638 controls and 1052 AA EOC cases and 2410 controls, AA women had a statistically significantly higher PAR (false discovery rate [FDR] P < .001) for first-degree family history of breast cancer (PAR = 10.1%, 95% confidence interval [CI] = 6.5% to 13.7%) compared with White women (PAR = 2.6%, 95% CI = 0.8% to 4.4%). After multiple test correction, AA women had a higher PAR than White women when evaluating all risk factors collectively (PAR = 61.6%, 95% CI = 48.6% to 71.3% vs PAR = 43.0%, 95% CI = 32.8% to 51.4%, respectively; FDR P = .06) and for modifiable exposures, including body mass index, oral contraceptives, aspirin, and body powder (PAR = 36.0%, 95% CI = 21.0% to 48.8% vs PAR = 13.8%, 95% CI = 4.5% to 21.8%, respectively; FDR P = .04). CONCLUSIONS Collectively, the selected risk factors accounted for slightly more of the risk among AA than White women, and interventions to reduce EOC incidence that are focused on multiple modifiable risk factors may be slightly more beneficial to AA women than White women at risk for EOC.
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Affiliation(s)
- Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Traci N Bethea
- Office of Minority Health and Health Disparities Research, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Campus, Washington, DC, USA
| | - Tareq F Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Alicia Beeghly-Fadiel
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Deanna L Chyn
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago School of Medicine and Division of Epidemiology and Biostatistics, School of Public Health, Chicago, IL, USA
| | - Patricia G Moorman
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Evan Myers
- Department of Family Medicine and Community Health, Duke University Medical Center, Durham, NC, USA
| | - Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Will Rosenow
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - V Wendy Setiawan
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA, USA
| | - Joellen M Schildkraut
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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Peres LC, Camacho TF, Bandera EV, Bethea TN, Joslin CE, Wu AH, Beeghly-Fadiel A, Cloyd EK, Harris HR, Moorman PG, Myers E, Ochs-Balcom HM, Rosenow WL, Setiawan VW, Rosenberg L, Schildkraut JM. Abstract 1180: Estimating the contribution of epidemiologic risk factors to racial differences in epithelial ovarian cancer incidence. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose. Although the incidence of epithelial ovarian cancer is highest among non-Hispanic white women, African-American women have the worst survival of all racial/ethnic groups. We hypothesize that differences in the prevalence of known and suspected ovarian cancer risk factors may explain a portion of the differences in incidence of epithelial ovarian cancer between white and African-American women.
Methods. We used data from seven U.S. studies in the Ovarian Cancer in Women of African Ancestry (OCWAA) consortium, the North Carolina Ovarian Cancer Study (NCOCS), the Los Angeles Ovarian Cancer Study (LACOCS), the African-American Cancer Epidemiology Study (AACES), the Cook County Case-Control Study (CCCCS), the Black Women's Health Study (BWHS), the Women's Health Initiative (WHI), and the Multiethnic Cohort Study (MEC). The association between each known or suspected ovarian cancer risk factor (age, parity, oral contraceptive use, tubal ligation, body mass index (BMI), family history of ovarian and breast cancer, menopausal status, education, hysterectomy, aspirin use, talcum powder applied to genital areas, endometriosis, and age at menarche) was estimated using logistic regression with study site interactions to capture heterogeneity across studies. Using the Bruzzi method, population attributable risks (PAR) were calculated by race for each risk factor individually and collectively for all risk factors.
Results. The comparison of 3,249 white ovarian cancer cases and 9,650 controls to 1,054 African-American cases and 2,410 controls revealed notable differences in the PAR of several risk factors by race. African-American women had a statistically significantly higher PAR for family history of breast cancer and BMI ≥30kg/m2compared to white women (10.0% vs. 2.5% and 8.9% vs. 0.4%, respectively). Although not statistically significant, white women had a higher PAR for oral contraceptive use (duration <5 years) and not having had a tubal ligation than African-American women. When evaluating all risk factors collectively, the overall PAR was 63.9% for African-American women and 48.0% for white women. We also calculated overall PARs excluding WHI due to differences in the inclusion criteria for WHI compared to the other population-based studies in OCWAA: 65.7% for African-American women and 57.8% for white women.
Conclusions. Our findings suggest that the known and suspected ovarian cancer risk factors investigated in this study may be partially responsible for differences in ovarian cancer incidence between white and African-American women. Although important across both racial groups, collectively, the factors studied accounted for slightly more of the ovarian cancer risk among African-American women than white women.
Citation Format: Lauren C. Peres, Tareq F. Camacho, Elisa V. Bandera, Traci N. Bethea, Charlotte E. Joslin, Anna H. Wu, Alicia Beeghly-Fadiel, Emily K. Cloyd, Holly R. Harris, Patricia G. Moorman, Evan Myers, Heather M. Ochs-Balcom, Will L. Rosenow, Veronica W. Setiawan, Lynn Rosenberg, Joellen M. Schildkraut. Estimating the contribution of epidemiologic risk factors to racial differences in epithelial ovarian cancer incidence [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1180.
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Affiliation(s)
- Lauren C. Peres
- 1H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | | | | | | | - Anna H. Wu
- 6University of Southern California Norris Comprehensive Cancer Center, CA
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Bandera EV, Camacho F, Chyn D, Cloyd EK, Bethea TN, Beeghly-Fadiel A, Joslin CE, Myers E, Moorman PG, Ochs-Balcom HM, Harris HR, Peres LC, Setiawan VW, Wu AH, Rosenberg L, Schildkraut JM. Abstract C070: Racial disparities in body mass index and ovarian cancer risk in the OCWAA Consortium. Cancer Epidemiol Biomarkers Prev 2020. [DOI: 10.1158/1538-7755.disp19-c070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
Objective: Obesity disproportionately affects African American (AA) women, and there is some suggestion that its association with ovarian cancer risk may be stronger among AA compared to white women, but no study to date has been adequately powered to compare risk between the two populations. The Ovarian Cancer in Women of African Ancestry (OCWAA) Consortium provided a unique opportunity to evaluate the association between body mass index (BMI) and invasive epithelial ovarian cancer (EOC) risk in AA and white women and to estimate the contribution of obesity to ovarian cancer risk in both racial groups. Methods: The OCWAA Consortium is a collaboration of six of the largest epidemiologic studies of ovarian cancer in the United States that include AA women: four case-control and two case-control studies nested within cohort studies. The six studies are the Chicago Case-Control Study, the North Carolina Ovarian Cancer Study, the Los Angeles Ovarian Cancer Case-Control Studies, the African American Cancer Epidemiology Study, the Black Women’s Health Study, and the Multiethnic Cohort. BMI before diagnosis was available in all the studies and data on BMI and relevant confounders were harmonized for analyses. There were 1,144 AA cases, 2,910 AA controls, 3,174 white cases, and 9,160 white controls included. Adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were computed using random-effects multi-level logistic regression models separately by race and histotype with control for relevant covariates, which included study, age, education, parity, oral contraceptive use, age at menarche and family history of breast/ovarian cancer. Multinomial regression was used for histotype analyses. Population attributable risk (PAR) estimates were computed by race and histotype. Results: The prevalence of obesity (BMI≥30 kg/m2) was higher in AAs compared to white women for both cases (53.2% vs 21.4%) and controls (45.7% vs. 18.4%). For EOC, there was little evidence of an association with obesity for white women. For AAs, risk was elevated for BMI≥30 kg/m2 (ORBMI 30-34=1.37, 95% CI: 1.12, 1.69; ORBMI≥35 = 1.26, 95% CI: 0.74, 2.15) relative to BMI 18.5-<25 kg/m2. There was an elevated risk for non-high-grade serous EOC for both AA and white women (for AA women, ORBMI 30-34=1.67, 95% CI: 1.14, 2.44 and ORBMI≥35 = 1.76; 95% CI: 0.84, 3.69; for white women, ORBMI ≥35 = 1.39; 95% CI: 1.06, 1.82), but not for high-grade serous EOC. The PAR for BMI≥30 was 7.1% (95% CI: 2.4, 15.6) for AAs and 2.6% (95% CI: -0.3, 5.4) for whites for all EOC. For non-high-grade serous EOC, the PAR was 16.5% (95% CI: 3.4, 28.2) for AAs and 6.4% (95% CI: 2.2, 10.3) for whites. Conclusions: Obesity was a contributor to overall EOC risk among AA women but not among white women. Obesity did not contribute to the risk of high-grade serous EOC for AAs or whites, but it was associated with non-high-grade serous cases among both AA and white women. The association with non-high-grade serous EOC was greater among AAs than whites.
Citation Format: Elisa V Bandera, Fabian Camacho, Deanna Chyn, Emily K Cloyd, Traci N Bethea, Alicia Beeghly-Fadiel, Charlotte E Joslin, Evan Myers, Patricia G Moorman, Heather M Ochs-Balcom, Holly R Harris, Lauren C Peres, Veronica Wendy Setiawan, Anna H Wu, Lynn Rosenberg, Joellen M Schildkraut. Racial disparities in body mass index and ovarian cancer risk in the OCWAA Consortium [abstract]. In: Proceedings of the Twelfth AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2019 Sep 20-23; San Francisco, CA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2020;29(6 Suppl_2):Abstract nr C070.
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Affiliation(s)
- Elisa V Bandera
- 1Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, US,
| | | | - Deanna Chyn
- 2University of Virginia, Charlottesville, VA, US,
| | | | - Traci N Bethea
- 3Slone Epidemiology Center at Boston University, Boston, MA, US,
| | | | | | | | | | | | - Holly R Harris
- 8Fred Hutchinson Cancer Research Center, Seattle, WA, US,
| | - Lauren C Peres
- 9H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, US,
| | | | - Anna H Wu
- 10University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, US
| | - Lynn Rosenberg
- 3Slone Epidemiology Center at Boston University, Boston, MA, US,
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Manichaikul A, Peres LC, Wang XQ, Barnard ME, Chyn D, Sheng X, Du Z, Tyrer J, Dennis J, Schwartz AG, Cote ML, Peters E, Moorman PG, Bondy M, Barnholtz-Sloan JS, Terry P, Alberg AJ, Bandera EV, Funkhouser E, Wu AH, Pearce CL, Pike M, Setiawan VW, Haiman CA, Palmer JR, LeMarchand L, Wilkens LR, Berchuck A, Doherty JA, Modugno F, Ness R, Moysich K, Karlan BY, Whittemore AS, McGuire V, Sieh W, Lawrenson K, Gayther S, Sellers TA, Pharoah P, Schildkraut JM. Identification of novel epithelial ovarian cancer loci in women of African ancestry. Int J Cancer 2020; 146:2987-2998. [PMID: 31469419 PMCID: PMC7523187 DOI: 10.1002/ijc.32653] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 07/29/2019] [Accepted: 08/12/2019] [Indexed: 12/11/2022]
Abstract
Women of African ancestry have lower incidence of epithelial ovarian cancer (EOC) yet worse survival compared to women of European ancestry. We conducted a genome-wide association study in African ancestry women with 755 EOC cases, including 537 high-grade serous ovarian carcinomas (HGSOC) and 1,235 controls. We identified four novel loci with suggestive evidence of association with EOC (p < 1 × 10-6 ), including rs4525119 (intronic to AKR1C3), rs7643459 (intronic to LOC101927394), rs4286604 (12 kb 3' of UGT2A2) and rs142091544 (5 kb 5' of WWC1). For HGSOC, we identified six loci with suggestive evidence of association including rs37792 (132 kb 5' of follistatin [FST]), rs57403204 (81 kb 3' of MAGEC1), rs79079890 (LOC105376360 intronic), rs66459581 (5 kb 5' of PRPSAP1), rs116046250 (GABRG3 intronic) and rs192876988 (32 kb 3' of GK2). Among the identified variants, two are near genes known to regulate hormones and diseases of the ovary (AKR1C3 and FST), and two are linked to cancer (AKR1C3 and MAGEC1). In follow-up studies of the 10 identified variants, the GK2 region SNP, rs192876988, showed an inverse association with EOC in European ancestry women (p = 0.002), increased risk of ER positive breast cancer in African ancestry women (p = 0.027) and decreased expression of GK2 in HGSOC tissue from African ancestry women (p = 0.004). A European ancestry-derived polygenic risk score showed positive associations with EOC and HGSOC in women of African ancestry suggesting shared genetic architecture. Our investigation presents evidence of variants for EOC shared among European and African ancestry women and identifies novel EOC risk loci in women of African ancestry.
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Affiliation(s)
- Ani Manichaikul
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Lauren C. Peres
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Xin-Qun Wang
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Mollie E. Barnard
- Huntsman Cancer Institute, Department of Population Health Sciences, University of Utah, Salt Lake City, UT
| | - Deanna Chyn
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Xin Sheng
- Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA
| | - Zhaohui Du
- Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA
| | - Jonathan Tyrer
- Strangeways Research Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Joseph Dennis
- Strangeways Research Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Ann G. Schwartz
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI
| | - Michele L. Cote
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI
| | - Edward Peters
- Epidemiology Program, Louisiana State University Health Sciences Center School of Public Health, New Orleans, LA
| | - Patricia G. Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, NC
| | - Melissa Bondy
- Cancer Prevention and Population Sciences Program, Baylor College of Medicine, Houston, TX
| | - Jill S. Barnholtz-Sloan
- Department of Population and Quantitative Health Sciences and Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Paul Terry
- Department of Medicine, University of Tennessee Medical Center – Knoxville, Knoxville, TN
| | - Anthony J. Alberg
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Elisa V. Bandera
- Department of Population Science, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Ellen Funkhouser
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Anna H. Wu
- Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA
| | - Celeste Leigh Pearce
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Malcom Pike
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | | | | | - Andrew Berchuck
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC
| | - Jennifer A. Doherty
- Huntsman Cancer Institute, Department of Population Health Sciences, University of Utah, Salt Lake City, UT
| | - Francesmary Modugno
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA
- Ovarian Cancer Center of Excellence, Womens Cancer Research Program, Magee-Womens Research Institute and University of Pittsburgh Cancer Institute, Pittsburgh, PA
| | - Roberta Ness
- The University of Texas School of Public Health, Houston, TX
| | - Kirsten Moysich
- Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY
| | - Beth Y. Karlan
- Department of Obstetrics and Gynecology, Ronald Regan UCLA Medical Center, Los Angeles, CA
| | - Alice S. Whittemore
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA
| | - Valerie McGuire
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA
| | - Weiva Sieh
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, NY, New York
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, NY, New York
| | - Kate Lawrenson
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Simon Gayther
- Center for Bioinformatics and Functional Genomics and the Cedars-Sinai Genomics Core, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Thomas A. Sellers
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Paul Pharoah
- Strangeways Research Laboratory, University of Cambridge, Cambridge, United Kingdom
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Peres LC, Hebert JR, Qin B, Guertin KA, Bandera EV, Shivappa N, Camacho TF, Chyn D, Alberg AJ, Barnholtz-Sloan J, Bondy ML, Cote ML, Funkhouser E, Moorman PG, Peters ES, Schwartz AG, Terry PD, Schildkraut JM. Abstract C044: Dietary inflammatory potential prior to diagnosis and risk of all-cause mortality among African-American women with ovarian carcinoma. Cancer Epidemiol Biomarkers Prev 2020. [DOI: 10.1158/1538-7755.disp18-c044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
Background: Chronic inflammation is known to be associated with ovarian carcinogenesis, yet the impact of inflammatory-related exposures on outcomes has been understudied. Given the poor survival for women diagnosed with ovarian cancer, especially African Americans, we sought to examine whether a modifiable source of chronic inflammation, dietary intake as measured by the dietary inflammatory index (DII®), was associated with all-cause mortality among African-American women with ovarian carcinoma.
Methods: Data were available from 490 patients enrolled in a multicenter, population-based case-control study of African-American women with ovarian carcinoma, the African-American Cancer Epidemiology Study. Energy-adjusted DII scores were calculated based on prediagnostic dietary intake of foods alone or foods and supplements, as measured by the 2005 Block Food Frequency Questionnaire. We used Cox proportional hazards regression to estimate multivariable hazard ratios (HRs) and 95% confidence intervals (CIs) for all-cause mortality among ovarian carcinoma overall and among the most common histotype, high-grade serous carcinoma.
Results: A more proinflammatory diet (i.e., greater DII including supplements score) was associated with a greater risk of mortality (HR1-unit change in DII=1.06, 95% CI=1.00-1.13), especially among high-grade serous carcinoma, where a 68% increased risk of mortality was observed for the most proinflammatory DII scores compared to the most anti-inflammatory DII scores (HRQuartile4/Quartile1=1.68, 95% CI= 1.04-2.69, ptrend=0.02). No association was observed for the DII excluding supplements, although trends were similar.
Conclusions: A more proinflammatory prediagnostic diet is positively associated with all-cause mortality among African-American women with ovarian carcinoma. Increasing the consumption of anti-inflammatory foods (through diet or supplements) may lead to improvements in survival after a diagnosis of ovarian carcinoma.
Citation Format: Lauren C. Peres, James R. Hebert, Bo Qin, Kristin A. Guertin, Elisa V. Bandera, Nitin Shivappa, Tareq F. Camacho, Deanna Chyn, Anthony J. Alberg, Jill Barnholtz-Sloan, Melissa L. Bondy, Michele L. Cote, Ellen Funkhouser, Patricia G. Moorman, Edward S. Peters, Ann G. Schwartz, Paul D. Terry, Joellen M. Schildkraut. Dietary inflammatory potential prior to diagnosis and risk of all-cause mortality among African-American women with ovarian carcinoma [abstract]. In: Proceedings of the Eleventh AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2018 Nov 2-5; New Orleans, LA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2020;29(6 Suppl):Abstract nr C044.
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Affiliation(s)
| | | | - Bo Qin
- 3Rutgers Cancer Institute of New Jersey, New Brunswick, NJ,
| | | | | | | | | | - Deanna Chyn
- 1University of Virginia, Charlottesville, VA,
| | | | | | | | | | | | | | - Edward S. Peters
- 9Louisiana State University Health Sciences Center School of Public Health, New Orleans, LA,
| | | | - Paul D. Terry
- 10University of Tennessee Graduate School of Medicine, Knoxville, TN
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Peres LC, Mallen AR, Townsend MK, Poole EM, Trabert B, Allen NE, Arslan AA, Dossus L, Fortner RT, Gram IT, Hartge P, Idahl A, Kaaks R, Kvaskoff M, Magliocco AM, Merritt MA, Quirós JR, Tjonneland A, Trichopoulou A, Tumino R, van Gils CH, Visvanathan K, Wentzensen N, Zeleniuch-Jacquotte A, Tworoger SS. High Levels of C-Reactive Protein Are Associated with an Increased Risk of Ovarian Cancer: Results from the Ovarian Cancer Cohort Consortium. Cancer Res 2019; 79:5442-5451. [PMID: 31462430 PMCID: PMC6801098 DOI: 10.1158/0008-5472.can-19-1554] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 07/17/2019] [Accepted: 08/23/2019] [Indexed: 12/19/2022]
Abstract
Growing epidemiologic evidence supports chronic inflammation as a mechanism of ovarian carcinogenesis. An association between a circulating marker of inflammation, C-reactive protein (CRP), and ovarian cancer risk has been consistently observed, yet, potential heterogeneity of this association by tumor and patient characteristics has not been adequately explored. In this study, we pooled data from case-control studies nested within six cohorts in the Ovarian Cancer Cohort Consortium (OC3) to examine the association between CRP and epithelial ovarian cancer risk overall, by histologic subtype and by participant characteristics. CRP concentrations were measured from prediagnosis serum or plasma in 1,091 cases and 1,951 controls. Multivariable conditional logistic regression was used to estimate ORs and 95% confidence intervals (CI). When CRP was evaluated using tertiles, no associations with ovarian cancer risk were observed. A 67% increased ovarian cancer risk was found for women with CRP concentrations >10 mg/L compared with <1 mg/L (OR = 1.67; 95% CI = 1.12-2.48). A CRP concentration >10 mg/L was positively associated with risk of mucinous (OR = 9.67; 95% CI = 1.10-84.80) and endometrioid carcinoma (OR = 3.41; 95% CI = 1.07-10.92), and suggestively positive, although not statistically significant, for serous (OR = 1.43; 95% CI = 0.82-2.49) and clear cell carcinoma (OR = 2.05; 95% CI = 0.36-11.57; P heterogeneity = 0.20). Heterogeneity was observed with oral contraceptive use (P interaction = 0.03), where the increased risk was present only among ever users (OR = 3.24; 95% CI = 1.62-6.47). This study adds to the existing evidence that CRP plays a role in ovarian carcinogenesis and suggests that inflammation may be particularly implicated in the etiology of endometrioid and mucinous carcinoma. SIGNIFICANCE: C-reactive protein is involved in ovarian carcinogenesis, and chronic inflammation may be particularly implicated in the etiology of mucinous and endometrioid carcinomas.
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Affiliation(s)
- Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.
| | - Adrianne R Mallen
- Department of Gynecologic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
- Department of Gynecologic Oncology, University of South Florida, Tampa, Florida
| | - Mary K Townsend
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Elizabeth M Poole
- Channing Division of Network Medicine, Harvard Medical School, Boston, Massachusetts
| | - Britton Trabert
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Naomi E Allen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Alan A Arslan
- Department of Obstetrics and Gynecology, New York University School of Medicine, New York, New York
- Department of Environmental Medicine, New York University School of Medicine, New York, New York
- Department of Population Health, New York University School of Medicine, New York, New York
- New York University Perlmutter Cancer Center, New York, New York
| | - Laure Dossus
- International Agency for Research on Cancer, Lyon, France
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Inger T Gram
- Faculty of Health Sciences, Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Patricia Hartge
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Annika Idahl
- Department of Clinical Sciences, Obstetrics and Gynecology, Umeå University, Umeå, Sweden
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Marina Kvaskoff
- CESP, Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Anthony M Magliocco
- Department of Anatomic Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Melissa A Merritt
- University of Hawaii Cancer Center, Honolulu, Hawaii
- School of Public Health, Imperial College London, London, United Kingdom
| | | | - Anne Tjonneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | | | - Rosario Tumino
- Cancer Registry and Histopathology Department, "M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Carla H van Gils
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Kala Visvanathan
- Division of Cancer Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Anne Zeleniuch-Jacquotte
- Department of Environmental Medicine, New York University School of Medicine, New York, New York
- Department of Population Health, New York University School of Medicine, New York, New York
- New York University Perlmutter Cancer Center, New York, New York
| | - Shelley S Tworoger
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
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43
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Peres LC, Hebert JR, Qin B, Guertin KA, Bandera EV, Shivappa N, Camacho TF, Chyn D, Alberg AJ, Barnholtz-Sloan JS, Bondy ML, Cote ML, Funkhouser E, Moorman PG, Peters ES, Schwartz AG, Terry PD, Schildkraut JM. Prediagnostic Proinflammatory Dietary Potential Is Associated with All-Cause Mortality among African-American Women with High-Grade Serous Ovarian Carcinoma. J Nutr 2019; 149:1606-1616. [PMID: 31152675 PMCID: PMC6735701 DOI: 10.1093/jn/nxz098] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 02/21/2019] [Accepted: 04/15/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Chronic inflammation is associated with ovarian carcinogenesis; yet, the impact of inflammatory-related exposures on outcomes has been understudied. OBJECTIVE Given the poor survival of women diagnosed with ovarian cancer, especially African-Americans, we examined whether diet-associated inflammation, a modifiable source of chronic systemic inflammation measured by the dietary inflammatory index (DII), was associated with all-cause mortality among African-American women with ovarian carcinoma. METHODS Data were available from 490 ovarian carcinoma patients enrolled in a population-based case-control study of African-American women with ovarian cancer, the African-American Cancer Epidemiology Study. Energy-adjusted DII (E-DII) scores were calculated based on prediagnostic dietary intake of foods alone or foods and supplements, which was self-reported using the 2005 Block Food Frequency Questionnaire. Cox proportional hazards regression was used to estimate risk of mortality overall and for the most common histotype, high-grade serous carcinoma. Additionally, we assessed interaction by age at diagnosis and smoking status. RESULTS Women included in this study had a median age of 57 y, and the majority of women were obese (58%), had late-stage disease (Stage III or IV, 66%), and had high-grade serous carcinoma (64%). Greater E-DII scores including supplements (indicating greater inflammatory potential) were associated with an increased risk of mortality among women with high-grade serous carcinoma (HR1-unit change: 1.08; 95% CI: 1.01, 1.17). Similar associations were observed for the E-DII excluding supplements, although not statistically significant (HR1-unit change: 1.07; 95% CI: 0.97, 1.17). There was an interaction by smoking status, where the positive association with mortality was present only among ever smokers (HRQuartile 4/Quartile 1: 2.36; 95% CI: 1.21, 4.60) but not among never smokers. CONCLUSIONS Greater inflammatory potential of prediagnostic diet may adversely impact prognosis among African-American women with high-grade serous carcinoma, and specifically among ever smokers.
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Affiliation(s)
- Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL,Department of Public Health Sciences, University of Virginia, Charlottesville, VA,Address correspondence to LCP (E-mail: )
| | - James R Hebert
- Cancer Prevention and Control Program,Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC,Connecting Health Innovations LLC, Columbia, SC
| | - Bo Qin
- Cancer Prevention and Control Program, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Kristin A Guertin
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Elisa V Bandera
- Cancer Prevention and Control Program, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Nitin Shivappa
- Cancer Prevention and Control Program,Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC,Connecting Health Innovations LLC, Columbia, SC
| | - Tareq F Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Deanna Chyn
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Anthony J Alberg
- Cancer Prevention and Control Program,Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Jill S Barnholtz-Sloan
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Melissa L Bondy
- Department of Medicine, Section of Epidemiology and Population Sciences, Baylor College of Medicine, Houston, TX
| | - Michele L Cote
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI
| | - Ellen Funkhouser
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Patricia G Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, NC
| | - Edward S Peters
- Department of Epidemiology, Louisiana State University Health Sciences Center School of Public Health, New Orleans, LA
| | - Ann G Schwartz
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI
| | - Paul D Terry
- Department of Medicine, University of Tennessee Graduate School of Medicine, Knoxville, TN
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44
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Schildkraut JM, Peres LC, Bethea TN, Camacho F, Chyn D, Cloyd EK, Bandera EV, Beeghly-Fadiel A, Lipworth L, Joslin CE, Davis FG, Moorman PG, Myers E, Ochs-Balcom HM, Setiawan VW, Pike MC, Wu AH, Rosenberg L. Ovarian Cancer in Women of African Ancestry (OCWAA) consortium: a resource of harmonized data from eight epidemiologic studies of African American and white women. Cancer Causes Control 2019; 30:967-978. [PMID: 31236792 PMCID: PMC7325484 DOI: 10.1007/s10552-019-01199-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 06/17/2019] [Indexed: 01/16/2023]
Abstract
PURPOSE Although the incidence rate of epithelial ovarian cancer (EOC) is somewhat lower in African American (AA) than white women, survival is worse. The Ovarian Cancer in Women of African Ancestry (OCWAA) consortium will overcome small, study-specific sample sizes to better understand racial differences in EOC risk and outcomes. METHODS We harmonized risk factors and prognostic characteristics from eight U.S. STUDIES the North Carolina Ovarian Cancer Study (NCOCS), the Los Angeles County Ovarian Cancer Study (LACOCS), the African American Cancer Epidemiology Study (AACES), the Cook County Case-Control Study (CCCCS), the Black Women's Health Study (BWHS), the Women's Health Initiative (WHI), the Multiethnic Cohort Study (MEC), and the Southern Community Cohort Study (SCCS). RESULTS Determinants of disparities for risk and survival in 1,146 AA EOC cases and 2,922 AA controls will be compared to 3,368 white EOC cases and 10,270 white controls. Analyses include estimation of population-attributable risk percent (PAR%) by race. CONCLUSION OCWAA is uniquely positioned to study the epidemiology of EOC in AA women compared with white women to address disparities. Studies of EOC have been underpowered to address factors that may explain AA-white differences in the incidence and survival. OCWAA promises to provide novel insight into disparities in ovarian cancer.
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Affiliation(s)
- Joellen M Schildkraut
- Department of Public Health Sciences, University of Virginia, PO Box 800765, Charlottesville, VA, 22903, USA.
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Traci N Bethea
- Slone Epidemiology Center, Boston University, Boston, MA, USA
| | - Fabian Camacho
- Department of Public Health Sciences, University of Virginia, PO Box 800765, Charlottesville, VA, 22903, USA
| | - Deanna Chyn
- Department of Public Health Sciences, University of Virginia, PO Box 800765, Charlottesville, VA, 22903, USA
| | - Emily K Cloyd
- Department of Public Health Sciences, University of Virginia, PO Box 800765, Charlottesville, VA, 22903, USA
| | - Elisa V Bandera
- Department of Population Science, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Alicia Beeghly-Fadiel
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Loren Lipworth
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Charlotte E Joslin
- Department of Ophthalmology and Visual Sciences, Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago School of Medicine, Chicago, IL, USA
| | - Faith G Davis
- School of Public Health Sciences, University of Alberta, Edmonton, AB, Canada
| | - Patricia G Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, NC, USA
| | - Evan Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | | | - Malcolm C Pike
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center, Boston University, Boston, MA, USA
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45
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Mullins MA, Peres LC, Alberg AJ, Bandera EV, Barnholtz-Sloan JS, Bondy ML, Funkhouser E, Moorman PG, Peters ES, Terry PD, Schwartz AG, Lawson AB, Schildkraut JM, Cote ML. Perceived discrimination, trust in physicians, and prolonged symptom duration before ovarian cancer diagnosis in the African American Cancer Epidemiology Study. Cancer 2019; 125:4442-4451. [PMID: 31415710 DOI: 10.1002/cncr.32451] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 07/08/2019] [Accepted: 07/11/2019] [Indexed: 11/08/2022]
Abstract
BACKGROUND Discrimination and trust are known barriers to accessing health care. Despite well-documented racial disparities in the ovarian cancer care continuum, the role of these barriers has not been examined. This study evaluated the association of everyday discrimination and trust in physicians with a prolonged interval between symptom onset and ovarian cancer diagnosis (hereafter referred to as prolonged symptom duration). METHODS Subjects included cases enrolled in the African American Cancer Epidemiology Study, a multisite case-control study of epithelial ovarian cancer among black women. Logistic regression was used to calculate odds ratios (ORs) and 95% confidence intervals (CIs) for associations of everyday discrimination and trust in physicians with a prolonged symptom duration (1 or more symptoms lasting longer than the median symptom-specific duration), and it controlled for access-to-care covariates and potential confounders. RESULTS Among the 486 cases in this analysis, 302 women had prolonged symptom duration. In the fully adjusted model, a 1-unit increase in the frequency of everyday discrimination increased the odds of prolonged symptom duration 74% (OR, 1.74; 95% CI, 1.22-2.49), but trust in physicians was not associated with prolonged symptom duration (OR, 0.86; 95% CI, 0.66-1.11). CONCLUSIONS Perceived everyday discrimination was associated with prolonged symptom duration, whereas more commonly evaluated determinants of access to care and trust in physicians were not. These results suggest that more research on the effects of interpersonal barriers affecting ovarian cancer care is warranted.
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Affiliation(s)
- Megan A Mullins
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Lauren C Peres
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Anthony J Alberg
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Elisa V Bandera
- Cancer Prevention and Control Program, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Jill S Barnholtz-Sloan
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Melissa L Bondy
- Cancer Prevention and Population Sciences Program, Baylor College of Medicine, Houston, Texas
| | - Ellen Funkhouser
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Patricia G Moorman
- Cancer Control and Population Sciences, Department of Community and Family Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Edward S Peters
- Epidemiology Program, Louisiana State University Health Sciences Center School of Public Health, New Orleans, Louisiana
| | - Paul D Terry
- Department of Medicine, Graduate School of Medicine, University of Tennessee, Knoxville, Tennessee
| | - Ann G Schwartz
- Population Studies and Disparities Research Program, Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, Michigan
| | - Andrew B Lawson
- Hollings Cancer Center and Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Joellen M Schildkraut
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Michele L Cote
- Population Studies and Disparities Research Program, Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, Michigan
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46
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Grant DJ, Manichaikul A, Alberg AJ, Bandera EV, Barnholtz‐Sloan J, Bondy M, Cote ML, Funkhouser E, Moorman PG, Peres LC, Peters ES, Schwartz AG, Terry PD, Wang X, Keku TO, Hoyo C, Berchuck A, Sandler DP, Taylor JA, O’Brien KM, Velez Edwards DR, Edwards TL, Beeghly‐Fadiel A, Wentzensen N, Pearce CL, Wu AH, Whittemore AS, McGuire V, Sieh W, Rothstein JH, Modugno F, Ness R, Moysich K, Rossing MA, Doherty JA, Sellers TA, Permuth‐Way JB, Monteiro AN, Levine DA, Setiawan VW, Haiman CA, LeMarchand L, Wilkens LR, Karlan BY, Menon U, Ramus S, Gayther S, Gentry‐Maharaj A, Terry KL, Cramer DW, Goode EL, Larson MC, Kaufmann SH, Cannioto R, Odunsi K, Etter JL, Huang R, Bernardini MQ, Tone AA, May T, Goodman MT, Thompson PJ, Carney ME, Tworoger SS, Poole EM, Lambrechts D, Vergote I, Vanderstichele A, Van Nieuwenhuysen E, Anton‐Culver H, Ziogas A, Brenton JD, Bjorge L, Salvensen HB, Kiemeney LA, Massuger LFAG, Pejovic T, Bruegl A, Moffitt M, Cook L, Le ND, Brooks‐Wilson A, Kelemen LE, Pharoah PD, Song H, Campbell I, Eccles D, DeFazio A, Kennedy CJ, Schildkraut JM. Evaluation of vitamin D biosynthesis and pathway target genes reveals UGT2A1/2 and EGFR polymorphisms associated with epithelial ovarian cancer in African American Women. Cancer Med 2019; 8:2503-2513. [PMID: 31001917 PMCID: PMC6536963 DOI: 10.1002/cam4.1996] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 12/03/2018] [Accepted: 01/08/2019] [Indexed: 02/02/2023] Open
Abstract
An association between genetic variants in the vitamin D receptor (VDR) gene and epithelial ovarian cancer (EOC) was previously reported in women of African ancestry (AA). We sought to examine associations between genetic variants in VDR and additional genes from vitamin D biosynthesis and pathway targets (EGFR, UGT1A, UGT2A1/2, UGT2B, CYP3A4/5, CYP2R1, CYP27B1, CYP24A1, CYP11A1, and GC). Genotyping was performed using the custom-designed 533,631 SNP Illumina OncoArray with imputation to the 1,000 Genomes Phase 3 v5 reference set in 755 EOC cases, including 537 high-grade serous (HGSOC), and 1,235 controls. All subjects are of African ancestry (AA). Logistic regression was performed to estimate odds ratios (OR) and 95% confidence intervals (CI). We further evaluated statistical significance of selected SNPs using the Bayesian False Discovery Probability (BFDP). A significant association with EOC was identified in the UGT2A1/2 region for the SNP rs10017134 (per allele OR = 1.4, 95% CI = 1.2-1.7, P = 1.2 × 10-6 , BFDP = 0.02); and an association with HGSOC was identified in the EGFR region for the SNP rs114972508 (per allele OR = 2.3, 95% CI = 1.6-3.4, P = 1.6 × 10-5 , BFDP = 0.29) and in the UGT2A1/2 region again for rs1017134 (per allele OR = 1.4, 95% CI = 1.2-1.7, P = 2.3 × 10-5 , BFDP = 0.23). Genetic variants in the EGFR and UGT2A1/2 may increase susceptibility of EOC in AA women. Future studies to validate these findings are warranted. Alterations in EGFR and UGT2A1/2 could perturb enzyme efficacy, proliferation in ovaries, impact and mark susceptibility to EOC.
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Affiliation(s)
- Delores J. Grant
- Department of Biological and Biomedical Sciences, Cancer Research ProgramJLC‐Biomedical/Biotechnology Research Institute, North Carolina Central UniversityDurhamNorth Carolina
| | - Ani Manichaikul
- Center for Public Health GenomicsUniversity of VirginiaCharlottesvilleVirginia
| | - Anthony J. Alberg
- Department of Epidemiology and Biostatistics, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth Carolina
| | - Elisa V. Bandera
- Department of Population ScienceRutgers Cancer Institute of New JerseyNew BrunswickNew Jersey
| | - Jill Barnholtz‐Sloan
- Case Comprehensive Cancer CenterCase Western Reserve University School of MedicineClevelandOhio
| | - Melissa Bondy
- Cancer Prevention and Population Sciences ProgramBaylor College of MedicineHoustonTexas
| | - Michele L. Cote
- Department of Oncology and the Karmanos Cancer Institute Population Studies and Disparities Research ProgramWayne State University School of MedicineDetroitMichigan
| | - Ellen Funkhouser
- Division of Preventive MedicineUniversity of Alabama at BirminghamBirminghamAlabama
| | - Patricia G. Moorman
- Department of Community and Family MedicineDuke University Medical CenterDurhamNorth Carolina
| | - Lauren C. Peres
- Center for Public Health GenomicsUniversity of VirginiaCharlottesvilleVirginia
| | - Edward S. Peters
- Epidemiology ProgramLouisiana State University Health Sciences Center School of Public HealthNew OrleansLouisisana
| | - Ann G. Schwartz
- Department of Oncology and the Karmanos Cancer Institute Population Studies and Disparities Research ProgramWayne State University School of MedicineDetroitMichigan
| | - Paul D. Terry
- Department of MedicineUniversity of Tennessee Medical Center – KnoxvilleKnoxvilleTennessee
| | - Xin‐Qun Wang
- Department of Public Health SciencesUniversity of VirginiaCharlottesvilleVirginia
| | - Temitope O. Keku
- Departments of Medicine and Nutrition, Division of Gastroenterology and HepatologyUniversity of North Carolina at Chapel HillChapel HillNorth Carolina
| | - Cathrine Hoyo
- Department of Biological SciencesNorth Carolina State UniversityRaleighNorth Carolina
| | - Andrew Berchuck
- Department of Obstetrics and GynecologyDuke University Medical CenterDurhamNorth Carolina
| | - Dale P. Sandler
- Epidemiology Branch, Division of Intramural ResearchNational Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle ParkNorth Carolina
| | - Jack A. Taylor
- Epidemiology Branch, Division of Intramural ResearchNational Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle ParkNorth Carolina
| | - Katie M. O’Brien
- Epidemiology Branch, Division of Intramural ResearchNational Institute of Environmental Health Sciences, National Institutes of HealthResearch Triangle ParkNorth Carolina
| | - Digna R. Velez Edwards
- Vanderbilt Epidemiology Center, Center for Human Genetics Research, Department of Obstetrics and GynecologyVanderbilt University Medical CenterNashvilleTennessee
| | - Todd L. Edwards
- Division of Epidemiology, Center for Human Genetics Research, Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
| | - Alicia Beeghly‐Fadiel
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology CenterInstitute for Medicine and Public Health, Vanderbilt University Medical CenterNashvilleTennessee
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and GeneticsNational Cancer InstituteBethesdaMaryland
| | - Celeste Leigh Pearce
- Department of EpidemiologyUniversity of Michigan School of Public HealthAnn ArborMichigan
- Department of Preventive Medicine, Keck School of MedicineUniversity of Southern California Norris Comprehensive Cancer CenterLos AngelesCalifornia
| | - Anna H. Wu
- Department of Preventive Medicine, Keck School of MedicineUniversity of Southern California Norris Comprehensive Cancer CenterLos AngelesCalifornia
| | - Alice S. Whittemore
- Department of Health Research and PolicyStanford University School of MedicineStanfordCalifornia
- Department of Biomedical Data ScienceStanford University School of MedicineStanfordCalifornia
| | - Valerie McGuire
- Department of Health Research and PolicyStanford University School of MedicineStanfordCalifornia
| | - Weiva Sieh
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew York
- Department of Genetics and Genomic SciencesIcahn School of Medicine at Mount SinaiNew YorkNew York
| | - Joseph H. Rothstein
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew York
- Department of Genetics and Genomic SciencesIcahn School of Medicine at Mount SinaiNew YorkNew York
| | - Francesmary Modugno
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive SciencesUniversity of Pittsburgh School of MedicinePittsburghPennsylvania
- Department of EpidemiologyUniversity of Pittsburgh Graduate School of Public HealthPittsburghPennsylvania
- Ovarian Cancer Center of Excellence, Womens Cancer Research ProgramMagee‐Womens Research Institute and University of Pittsburgh Cancer InstitutePittsburghPennsylvania
| | - Roberta Ness
- The University of Texas School of Public HealthHoustonTexas
| | - Kirsten Moysich
- Department of Cancer Prevention and ControlRoswell Park Cancer InstituteBuffaloNew York
| | - Mary Anne Rossing
- Program in Epidemiology, Division of Public Health SciencesFred Hutchinson Cancer Research CenterSeattleWashington
- Department of EpidemiologyUniversity of WashingtonSeattleWashington
| | - Jennifer A. Doherty
- Department of Population Health SciencesHuntsman Cancer Institute, University of UtahSalt Lake City, Utah
| | | | | | | | - Douglas A. Levine
- Gynecology Service, Department of SurgeryMemorial Sloan Kettering Cancer CenterNew YorkNew York
- Gynecologic Oncology, Laura and Isaac Pearlmutter Cancer CenterNew York University Langone Medical CenterNew YorkNew York
| | | | - Christopher A. Haiman
- University of Southern California Norris Comprehensive Cancer CenterLos AngelesCalifornia
| | | | - Lynne R. Wilkens
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterHawaii
| | - Beth Y. Karlan
- Women's Cancer ProgramSamuel Oschin Comprehensive Cancer Institute, Cedars‐Sinai Medical CenterLos AngelesCalifornia
| | - Usha Menon
- MRC CTU at UCL, Institute of Clinical Trials and MethodologyUniversity College LondonLondonUK
| | - Susan Ramus
- School of Women's and Children's HealthUniversity of New South WalesNew South WalesAustralia
- The Kinghorn Cancer CentreGarvan Institute of Medical ResearchDarlinghurstNew South WalesAustralia
| | - Simon Gayther
- Center for Cancer Prevention and Translational GenomicsSamuel Oschin Comprehensive Cancer Institute, Cedars‐Sinai Medical CenterLos AngelesCalifornia
- Department of Biomedical SciencesCedars‐Sinai Medical CenterLos AngelesCalifornia
| | | | - Kathryn L. Terry
- Obstetrics and Gynecology Epidemiology CenterBrigham and Women's HospitalBostonMassachusetts
- Harvard T. H. Chan School of Public HealthBostonMassauchusetts
| | - Daniel W. Cramer
- Obstetrics and Gynecology Epidemiology CenterBrigham and Women's HospitalBostonMassachusetts
- Harvard T. H. Chan School of Public HealthBostonMassauchusetts
| | - Ellen L. Goode
- Department of Health Science Research, Division of EpidemiologyMayo ClinicRochesterMinnesota
| | - Melissa C. Larson
- Department of Health Science Research, Division of Biomedical Statistics and InformaticsMayo ClinicRochesterMinnesota
| | - Scott H. Kaufmann
- Departments of Medicine and PharmacologyMayo ClinicRochesterMinnesota
| | - Rikki Cannioto
- Cancer Pathology & Prevention, Division of Cancer Prevention and Population SciencesRoswell Park Cancer InstituteBuffaloNew York
| | - Kunle Odunsi
- Department of Gynecological OncologyRoswell Park Cancer InstituteBuffaloNew York
| | - John L. Etter
- Department of Cancer Prevention and ControlRoswell Park Cancer InstituteBuffaloNew York
| | - Ruea‐Yea Huang
- Center For ImmunotherapyRoswell Park Cancer InstituteBuffaloNew York
| | - Marcus Q. Bernardini
- Division of Gynecologic OncologyPrincess Margaret Hospital, University Health NetworkTorontoOntarioCanada
| | - Alicia A. Tone
- Division of Gynecologic OncologyPrincess Margaret Hospital, University Health NetworkTorontoOntarioCanada
| | - Taymaa May
- Division of Gynecologic OncologyPrincess Margaret Hospital, University Health NetworkTorontoOntarioCanada
| | - Marc T. Goodman
- Cancer Prevention and ControlSamuel Oschin Comprehensive Cancer Institute, Cedars‐Sinai Medical CenterLos AngelesCalifornia
- Department of Biomedical SciencesCommunity and Population Health Research Institute, Cedars‐Sinai Medical CenterLos AngelesCalifornia
| | - Pamela J. Thompson
- Cancer Prevention and ControlSamuel Oschin Comprehensive Cancer Institute, Cedars‐Sinai Medical CenterLos AngelesCalifornia
| | - Michael E. Carney
- Department of Obstetrics and GynecologyJohn A. Burns School of Medicine, University of HawaiiHonoluluHawaii
| | - Shelley S. Tworoger
- Channing Division of Network MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusetts
| | | | - Diether Lambrechts
- Vesalius Research Center, VIBLeuvenBelgium
- Laboratory for Translational Genetics, Department of OncologyUniversity of LeuvenBelgium
| | - Ignace Vergote
- Division of Gynecologic Oncology, Department of Obstetrics and Gynaecology and Leuven Cancer InstituteUniversity Hospitals LeuvenLeuvenBelgium
| | - Adriaan Vanderstichele
- Division of Gynecologic Oncology, Department of Obstetrics and Gynaecology and Leuven Cancer InstituteUniversity Hospitals LeuvenLeuvenBelgium
| | - Els Van Nieuwenhuysen
- Division of Gynecologic Oncology, Department of Obstetrics and Gynaecology and Leuven Cancer InstituteUniversity Hospitals LeuvenLeuvenBelgium
| | - Hoda Anton‐Culver
- Department of Epidemiology, Director of Genetic Epidemiology Research Institute, Center for Cancer Genetics Research & Prevention, School of MedicineUniversity of California IrvineIrvineCalifornia
| | - Argyrios Ziogas
- Department of EpidemiologyUniversity of California IrvineIrvineCalifornia
| | - James D. Brenton
- Cancer Research UK Cambridge InstituteUniversity of CambridgeCambridgeUK
| | - Line Bjorge
- Department of Gynecology and ObstetricsHaukeland University HospitalBergenNorway
- Centre for Cancer Biomarkers, Department of Clinical ScienceUniversity of BergenBergenNorway
| | - Helga B. Salvensen
- Department of Gynecology and ObstetricsHaukeland University HospitalBergenNorway
- Centre for Cancer Biomarkers, Department of Clinical ScienceUniversity of BergenBergenNorway
| | - Lambertus A. Kiemeney
- Radboud University Medical CenterRadboud Institute for Health SciencesNijmegenNetherlands
| | - Leon F. A. G. Massuger
- Department of Gynaecology, Radboud University Medical CenterRadboud Institute for Molecular Life sciencesNijmegenThe Netherlands
| | - Tanja Pejovic
- Department of Obstetrics & GynecologyOregon Health & Science UniversityPortlandOregon
- Knight Cancer Institute, Oregon Health & Science UniversityPortlandOregon
| | - Amanda Bruegl
- Department of Obstetrics & GynecologyOregon Health & Science UniversityPortlandOregon
- Knight Cancer Institute, Oregon Health & Science UniversityPortlandOregon
| | - Melissa Moffitt
- Department of Obstetrics & GynecologyOregon Health & Science UniversityPortlandOregon
- Knight Cancer Institute, Oregon Health & Science UniversityPortlandOregon
| | - Linda Cook
- Division of Epidemiology and Biostatistics, Department of Internal MedicineUniversity of New MexicoAlbuquerqueNew Mexico
| | - Nhu D. Le
- Cancer Control Research, British Columbia Cancer AgencyVancouverBritish ColumbiaCanada
| | - Angela Brooks‐Wilson
- Canada's Michael Smith Genome Sciences CentreBritish Columbia Cancer AgencyVancouverBritish ColumbiaCanada
- Department of Biomedical Physiology and KinesiologySimon Fraser UniversityBurnabyBritish ColumbiaCanada
| | - Linda E. Kelemen
- Hollings Cancer Center and Department of Public Health SciencesMedical University of South CarolinaCharlestonSouth Carolina
| | - Paul D.P. Pharoah
- Strangeways Research laboratory, Department of Oncology, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
| | - Honglin Song
- Strangeways Research Laboratory, Department of OncologyUniversity of CambridgeCambridgeUK
| | - Ian Campbell
- Cancer Genetics Laboratory, Research DivisionPeter MacCallum Cancer CentreVictoriaAustralia
- Department of PathologyUniversity of MelbourneParkvilleVictoriaAustralia
| | - Diana Eccles
- Faculty of MedicineUniversity of SouthamptonSouthamptonUK
| | - Anna DeFazio
- Centre for Cancer ResearchThe Westmead Institute for Medical Research, The University of SydneySydneyNew South WalesAustralia
- Department of Gynaecological OncologyWestmead HospitalSydneyNew South WalesAustralia
| | - Catherine J. Kennedy
- Centre for Cancer ResearchThe Westmead Institute for Medical Research, The University of SydneySydneyNew South WalesAustralia
- Department of Gynaecological OncologyWestmead HospitalSydneyNew South WalesAustralia
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47
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Anderson RT, Peres LC, Camacho F, Bandera EV, Funkhouser E, Moorman PG, Paddock LE, Peters ES, Abbott SE, Alberg AJ, Barnholtz-Sloan J, Bondy M, Cote ML, Schwartz AG, Terry P, Schildkraut JM. Individual, Social, and Societal Correlates of Health-Related Quality of Life Among African American Survivors of Ovarian Cancer: Results from the African American Cancer Epidemiology Study. J Womens Health (Larchmt) 2019; 28:284-293. [PMID: 30307782 PMCID: PMC6909765 DOI: 10.1089/jwh.2018.7025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE While the incidence of epithelial ovarian cancer (EOC) is lower among African American (AA) women compared with European American (EA) women, AA women have markedly worse outcomes. In this study, we describe individual, social, and societal factors in health-related quality of life (HRQL) in AA women diagnosed with EOC in the African American Cancer Epidemiology Study (AACES) that we hypothesize may influence a patient's capacity to psychosocially adjust to a diagnosis of cancer. METHODS There were 215 invasive EOC cases included in the analysis. HRQL was measured using the SF-8 component scores for physical (PCS) and mental (MCS) health. We used least squares regression to test the effects of individual dispositional factors (optimism and trait anxiety); social level (perceived social support); and societal-level factors (SES defined as low family income and low educational attainment, and perceived discrimination) on HRQL, while adjusting for patient age, tumor stage, body mass index, and comorbidity. Mediation analysis was applied to test whether social support and physical activity buffer impacts of EOC on HRQL. RESULTS Optimism, trait anxiety, social support, poverty, and past perceived discrimination were significantly associated with HRQL following diagnosis of EOC. Specifically, higher family income, lower phobic anxiety, and higher social support were associated with better wellbeing on the MCS and PCS (p < 0.01). Higher perceived discrimination was associated with both lower MCS and PCS, whereas higher optimism was associated with higher MCS. Physical activity (MET-min/week) and social support displayed significant overall mediation for effects of SES on MCS and PCS, but not for trait anxiety. CONCLUSIONS Both pre- and postdiagnosis characteristics of AA women with EOC are important predictors of HRQL after cancer diagnosis. Individual, social, and societal-level factors each contribute to HRQL status with EOC and should be assessed.
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Affiliation(s)
- Roger T. Anderson
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Lauren C. Peres
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Fabian Camacho
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Elisa V. Bandera
- Department of Population Science, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Ellen Funkhouser
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Patricia G. Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, North Carolina
| | - Lisa E. Paddock
- Cancer Surveillance Research Program, New Jersey State Cancer Registry, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Edward S. Peters
- Epidemiology Program, Louisiana State University Health Sciences Center, School of Public Health, New Orleans, Louisiana
| | - Sarah E. Abbott
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Anthony J. Alberg
- Department of Epidemiology, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Department of Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Jill Barnholtz-Sloan
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Melissa Bondy
- Cancer Prevention and Population Sciences Program, Baylor College of Medicine, Houston, Texas
| | - Michele L. Cote
- Karmanos Cancer Institute Population Studies and Disparities Research Program, Department of Oncology, Wayne State University, Detroit, Michigan
| | - Ann G. Schwartz
- Karmanos Cancer Institute Population Studies and Disparities Research Program, Department of Oncology, Wayne State University, Detroit, Michigan
| | - Paul Terry
- Department of Medicine, University of Tennessee Medical Center-Knoxville, Knoxville, Tennessee
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48
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Peres LC, Cushing-Haugen KL, Köbel M, Harris HR, Berchuck A, Rossing MA, Schildkraut JM, Doherty JA. Invasive Epithelial Ovarian Cancer Survival by Histotype and Disease Stage. J Natl Cancer Inst 2019; 111:60-68. [PMID: 29718305 PMCID: PMC6335112 DOI: 10.1093/jnci/djy071] [Citation(s) in RCA: 279] [Impact Index Per Article: 55.8] [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] [Received: 10/17/2017] [Revised: 01/19/2018] [Accepted: 03/16/2018] [Indexed: 02/07/2023] Open
Abstract
Background The understanding of ovarian cancer pathogenesis has recently shifted to recognize distinct changes in how ovarian cancer histotypes are defined. Using the 2014 World Health Organization (WHO) diagnostic guidelines, we classified ovarian cancer histotypes in Surveillance, Epidemiology, and End Results (SEER) cancer registry data and examined survival patterns by histotype and disease stage. Methods We extracted data on 28 118 incident epithelial ovarian cancer cases diagnosed in 2004-2014 from SEER and defined histotype using the 2014 WHO guidelines (high-grade serous, low-grade serous, endometrioid, clear cell, mucinous, carcinosarcoma, and malignant Brenner tumors). By histotype and disease stage, we estimated Kaplan-Meier survival curves and calculated age-adjusted overall and cause-specific survival estimates. Cox proportional hazards regression models were used to estimate histotype-specific hazard ratios (HRs) and 95% confidence intervals (CIs) by disease stage while adjusting for age at diagnosis, region, race/ethnicity, and receipt of surgery. Results Within two years after diagnosis, localized/regional-stage carcinosarcoma and distant-stage mucinous, clear cell, and carcinosarcoma had a higher risk of mortality compared with high-grade serous, with the most pronounced association for localized/regional carcinosarcoma (>1-2-year time period: HR = 3.81, 95% CI = 2.74 to 5.30) and distant-stage mucinous (0-1-year time period: HR = 3.87, 95% CI = 3.45 to 4.34). In the time period more than four to 10 years after diagnosis, hazard ratios for all histotypes relative to high-grade serous, irrespective of disease stage, were less than 1.00. Cumulatively, both localized/regional and distant-stage low-grade serous and endometrioid carcinomas had the most favorable outcomes. Conclusions Our large study, which is representative of the United States population and incorporates the most current knowledge of ovarian cancer pathogenesis, highlights the need to recognize ovarian cancer as a set of distinct diseases and not a single entity. Only then will we be able to effectively target the unique features of each histotype to reduce ovarian cancer mortality.
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MESH Headings
- Adenocarcinoma, Clear Cell/mortality
- Adenocarcinoma, Clear Cell/pathology
- Adenocarcinoma, Clear Cell/surgery
- Adenocarcinoma, Mucinous/mortality
- Adenocarcinoma, Mucinous/pathology
- Adenocarcinoma, Mucinous/surgery
- Adult
- Aged
- Aged, 80 and over
- Carcinosarcoma/mortality
- Carcinosarcoma/pathology
- Carcinosarcoma/surgery
- Cystadenocarcinoma, Serous/mortality
- Cystadenocarcinoma, Serous/pathology
- Cystadenocarcinoma, Serous/surgery
- Female
- Follow-Up Studies
- Humans
- Middle Aged
- Neoplasm Invasiveness
- Neoplasm Staging
- Ovarian Neoplasms/mortality
- Ovarian Neoplasms/pathology
- Ovarian Neoplasms/surgery
- SEER Program
- Survival Rate
- Young Adult
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Affiliation(s)
- Lauren C Peres
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Kara L Cushing-Haugen
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Martin Köbel
- Department of Pathology and Laboratory Medicine, University of Calgary, Calgary Laboratory Services, Calgary, Alberta, Canada
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Andrew Berchuck
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC
| | - Mary Anne Rossing
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | - Jennifer A Doherty
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT
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49
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Moorman PG, Barrett NJ, Wang F, Alberg JA, Bandera EV, Barnholtz-Sloan JB, Bondy M, Cote ML, Funkhouser E, Kelemen LE, Peres LC, Peters ES, Schwartz AG, Terry PD, Crankshaw S, Abbott SE, Schildkraut JM. Effect of Cultural, Folk, and Religious Beliefs and Practices on Delays in Diagnosis of Ovarian Cancer in African American Women. J Womens Health (Larchmt) 2018; 28:444-451. [PMID: 30481095 DOI: 10.1089/jwh.2018.7031] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Certain cultural, folk, and religious beliefs that are more common among African Americans (AAs) have been associated with later-stage breast cancer. It is unknown if these beliefs are similarly associated with delays in diagnosis of ovarian cancer. METHODS Data from a multicenter case-control study of ovarian cancer in AA women were used to examine associations between cultural/folk beliefs and religious practices and stage at diagnosis and symptom duration before diagnosis. Associations between cultural/folk beliefs or religious practices and stage at diagnosis were assessed with logistic regression analyses, and associations with symptom duration with linear regression analyses. RESULTS Agreement with several of the cultural/folk belief statements was high (e.g., 40% agreed that "if a person prays about cancer, God will heal it without medical treatments"), and ∼90% of women expressed moderate to high levels of religiosity/spirituality. Higher levels of religiosity/spirituality were associated with a twofold increase in the odds of stage III-IV ovarian cancer, whereas agreement with the cultural/folk belief statements was not associated with stage. Symptom duration before diagnosis was not consistently associated with cultural/folk beliefs or religiosity/spirituality. CONCLUSIONS Women who reported stronger religious beliefs or practices had increased odds of higher stage ovarian cancer. Inaccurate cultural/folk beliefs about cancer treament were not associated with stage; however, these beliefs were highly prevalent in our population and could impact patient treatment decisions. Our findings suggest opportunities for health education interventions, especially working with churches, and improved doctor-patient communication.
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Affiliation(s)
- Patricia G Moorman
- 1 Department of Community and Family Medicine, Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Nadine J Barrett
- 1 Department of Community and Family Medicine, Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Frances Wang
- 1 Department of Community and Family Medicine, Duke Cancer Institute, Duke University, Durham, North Carolina
| | - J Anthony Alberg
- 2 Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Elisa V Bandera
- 3 Department of Population Science, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - J B Barnholtz-Sloan
- 4 Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Melissa Bondy
- 5 Cancer Prevention and Population Sciences Program, Baylor College of Medicine, Houston, Texas
| | - Michele L Cote
- 6 Department of Oncology, Karmanos Cancer Institute Population Studies and Disparities Research Program, Wayne State University School of Medicine, Detroit, Michigan
| | - Ellen Funkhouser
- 7 Division of Preventive Medicine, University of Alabama-Birmingham, Birmingham, Alabama
| | - Linda E Kelemen
- 8 Department of Public Health Sciences, Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina
| | | | - Edwards S Peters
- 10 Epidemiology Program, Louisiana State University Health Sciences Center School of Public Health, New Orleans, Louisiana
| | - A G Schwartz
- 6 Department of Oncology, Karmanos Cancer Institute Population Studies and Disparities Research Program, Wayne State University School of Medicine, Detroit, Michigan
| | - Paul D Terry
- 11 Department of Medicine, University of Tennessee Graduate School of Medicine, Knoxville, Tennessee
| | - Sydnee Crankshaw
- 1 Department of Community and Family Medicine, Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Sarah E Abbott
- 12 Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Joellen M Schildkraut
- 13 Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
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50
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Peres LC, Cushing-Haugen KL, Anglesio M, Wicklund K, Bentley R, Berchuck A, Kelemen LE, Nazeran TM, Gilks CB, Harris HR, Huntsman DG, Schildkraut JM, Rossing MA, Köbel M, Doherty JA. Histotype classification of ovarian carcinoma: A comparison of approaches. Gynecol Oncol 2018; 151:53-60. [PMID: 30121132 PMCID: PMC6292681 DOI: 10.1016/j.ygyno.2018.08.016] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 08/07/2018] [Accepted: 08/13/2018] [Indexed: 11/24/2022]
Abstract
OBJECTIVE Major changes in the classification of ovarian carcinoma histotypes occurred over the last two decades, resulting in the current 2014 World Health Organization (WHO) diagnostic criteria that recognize five principal histotypes: high-grade serous, low-grade serous, endometrioid, clear cell, and mucinous carcinoma. We assessed the impact of these guidelines and use of immunohistochemical (IHC) markers on classification of ovarian carcinomas in existing population-based studies. METHODS We evaluated histotype classification for 2361 ovarian carcinomas diagnosed between 1999 and 2009 from two case-control studies using three approaches: 1. pre-2014 WHO ("historic") histotype; 2. Standardized review of pathology slides using the 2014 WHO criteria alone; and 3. An integrated IHC assessment along with the 2014 WHO criteria. We used Kappa statistics to assess agreement between approaches, and Kaplan-Meier survival curves and Cox proportional hazards models to evaluate mortality. RESULTS Compared to the standardized pathologic review histotype, agreement across approaches was high (kappa = 0.892 for historic, and 0.849 for IHC integrated histotype), but the IHC integrated histotype identified more low-grade serous carcinomas and a subset of endometrioid carcinomas that were assigned as high-grade serous (n = 25). No substantial differences in histotype-specific mortality were observed across approaches. CONCLUSIONS Our findings suggest that histotype assignment is fairly consistent regardless of classification approach, but that progressive improvements in classification accuracy for some less common histotypes are achieved with pathologic review using the 2014 WHO criteria and with IHC integration. We additionally recommend a classification scheme to fit historic data into the 2014 WHO categories to answer histotype-specific research questions.
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Affiliation(s)
- Lauren C Peres
- Department of Public Health Sciences, University of Virginia, 560 Ray C. Hunt Dr., P.O. Box 800765, Charlottesville, VA 22903, USA.
| | - Kara L Cushing-Haugen
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1110 Fairview Avenue N, Seattle, WA 98109, USA
| | - Michael Anglesio
- Department of Obstetrics and Gynecology, University of British Columbia, 2660 Oak Street, Vancouver, British Columbia V6H 3Z6, Canada
| | - Kristine Wicklund
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1110 Fairview Avenue N, Seattle, WA 98109, USA
| | - Rex Bentley
- Department of Pathology, Duke University Medical Center, 2301 Erwin Rd., Durham, NC 27710, USA
| | - Andrew Berchuck
- Department of Obstetrics and Gynecology, Duke University Medical Center, 25171 Morris Bldg., Durham, NC 27710, USA
| | - Linda E Kelemen
- Hollings Cancer Center and Department of Public Health Sciences, Medical University of South Carolina, 68 President St., MSC955, Charleston, SC 29425, USA
| | - Tayyebeh M Nazeran
- Department of Pathology and Laboratory Medicine, University of British Columbia, 2211 Wesbrook Mall, Vancouver, British Columbia V6T 2B5, Canada
| | - C Blake Gilks
- Department of Pathology and Laboratory Medicine, University of British Columbia, 2211 Wesbrook Mall, Vancouver, British Columbia V6T 2B5, Canada
| | - Holly R Harris
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1110 Fairview Avenue N, Seattle, WA 98109, USA
| | - David G Huntsman
- Department of Pathology and Laboratory Medicine, University of British Columbia, 2211 Wesbrook Mall, Vancouver, British Columbia V6T 2B5, Canada
| | - Joellen M Schildkraut
- Department of Public Health Sciences, University of Virginia, 560 Ray C. Hunt Dr., P.O. Box 800765, Charlottesville, VA 22903, USA
| | - Mary Anne Rossing
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1110 Fairview Avenue N, Seattle, WA 98109, USA
| | - Martin Köbel
- Department of Pathology and Laboratory Medicine, University of Calgary, Calgary Laboratory Services, 1403 29 St NW, Calgary, Alberta T2N 2T9, Canada
| | - Jennifer A Doherty
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, 2000 Circle of Hope, Salt Lake City, UT 84112, USA
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