101
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Vásquez E, Alam MT, Murillo R. Race and ethnic differences in physical activity, osteopenia, and osteoporosis: results from NHANES 2009-2010, 2013-2014, 2017-2018. Arch Osteoporos 2023; 19:7. [PMID: 38150070 DOI: 10.1007/s11657-023-01356-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 11/19/2023] [Indexed: 12/28/2023]
Abstract
This study aimed to determine current physical activity trends association with bone density in a racial and ethnically diverse sample of older adults. We found that those engaged in no and some physical activity had lower femoral BMD when compared to those that met the physical activity recommendation. PURPOSE Most older adults do not engage in the recommended levels of physical activity to improve health, and there are racial and ethnic differences in physical activity participation. This study aims to evaluate whether meeting the physical activity recommendation is related to osteopenia and osteoporosis in a racially and ethnically diverse sample of older adults. METHODS Femoral neck bone mineral density (BMD) data from the National Health and Nutrition Examination Survey (NHANES 2009-2010, 2013-2014, 2017-2018) was obtained from 5252adults 60-80 years old. Self-reported physical activity was categorized into met recommendation, some physical activity, and no physical activity. We used linear regression models to examine the association between physical activity and BMD for each race and ethnic group adjusting for sociodemographics and other selected variables. RESULTS Non-Latino Blacks (NLB) and Latinos reported the lowest prevalence of meeting the physical activity recommendation, compared with Non-Latino Whites (NLW) (40.0%, 44.0%, and 51.4%, respectively; p < 0.0001). Further, NLB and Latinos had a lower prevalence of osteoporosis when compared to NLW (5.4%, 7.3%, and 9.1% respectively; p < 0.0001). There was a 0.03 g/cm2 difference in BMD between those who met the physical activity recommendation when compared to the no physical activity group; however, this decreased after adjusting for selected covariates. CONCLUSION Considering the prevalence and burden of osteopenia and osteoporosis, and projected increases in the racial and ethnic diversity of the older population, more research is needed to further understand the association between meeting the physical activity recommendation and bone health among racial and ethnic diverse older adults.
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Affiliation(s)
- Elizabeth Vásquez
- School of Public Health, Department of Epidemiology and Biostatistics, University at Albany State University of New York, One University Place, Room 125, Rensselaer, NY, 12144, USA.
| | | | - Rosenda Murillo
- Department of Psychological, Health, & Learning Sciences, University of Houston, Houston, TX, USA
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102
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Nieser KJ, Cochran AL. Quantifying and reducing inequity in average treatment effect estimation. BMC Med Res Methodol 2023; 23:297. [PMID: 38102563 PMCID: PMC10722685 DOI: 10.1186/s12874-023-02104-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 11/16/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Across studies of average treatment effects, some population subgroups consistently have lower representation than others which can lead to discrepancies in how well results generalize. METHODS We develop a framework for quantifying inequity due to systemic disparities in sample representation and a method for mitigation during data analysis. Assuming subgroup treatment effects are exchangeable, an unbiased sample average treatment effect estimator will have lower mean-squared error, on average across studies, for subgroups with less representation when treatment effects vary. We present a method for estimating average treatment effects in representation-adjusted samples which enables subgroups to optimally leverage information from the full sample rather than only their own subgroup's data. Two approaches for specifying representation adjustment are offered-one minimizes average mean-squared error for each subgroup separately and the other balances minimization of mean-squared error and equal representation. We conduct simulation studies to compare the performance of the proposed estimators to several subgroup-specific estimators. RESULTS We find that the proposed estimators generally provide lower mean squared error, particularly for smaller subgroups, relative to the other estimators. As a case study, we apply this method to a subgroup analysis from a published study. CONCLUSIONS We recommend the use of the proposed estimators to mitigate the impact of disparities in representation, though structural change is ultimately needed.
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Affiliation(s)
- Kenneth J Nieser
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, USA
| | - Amy L Cochran
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, USA.
- Department of Mathematics, University of Wisconsin-Madison, Madison, USA.
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103
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Candelario NM, Major J, Dreyfus B, Sattler D, Paulucci D, Misra S, Micsinai M, Kuri L. Diversity in clinical trials in Europe and the USA: a review of a pharmaceutical company's data collection, reporting, and interpretation of race and ethnicity. Ann Oncol 2023; 34:1194-1197. [PMID: 37774795 DOI: 10.1016/j.annonc.2023.09.3107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/14/2023] [Accepted: 09/15/2023] [Indexed: 10/01/2023] Open
Affiliation(s)
| | - J Major
- Bristol Myers Squibb, Princeton, USA
| | - B Dreyfus
- Bristol Myers Squibb, Princeton, USA
| | - D Sattler
- Bristol Myers Squibb, Princeton, USA
| | | | - S Misra
- Bristol Myers Squibb, Princeton, USA
| | | | - L Kuri
- Bristol Myers Squibb, Princeton, USA.
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104
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Andreae MH, White RS. Black Race Is a Social Construct, and There Is No Biological Mechanism to Justify Differences in Antiemetic Prophylaxis. Anesth Analg 2023; 137:e54-e55. [PMID: 37973142 PMCID: PMC10659125 DOI: 10.1213/ane.0000000000006725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Affiliation(s)
- Michael H Andreae
- Department of Anesthesiology, University of Utah, Salt Lake City, Utah,
| | - Robert S White
- Department of Anesthesiology, Cornell University, Weill Cornell Medical Center, New York, New York
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105
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Lynn TM, D’urzo KA, Vaughan-Ogunlusi O, Wiesendanger K, Colbert-Kaip S, Capcara A, Chen S, Sreenan S, Brennan MP. The impact of a student-led anti-racism programme on medical students' perceptions and awareness of racial bias in medicine and confidence to advocate against racism. MEDICAL EDUCATION ONLINE 2023; 28:2176802. [PMID: 36787247 PMCID: PMC9930825 DOI: 10.1080/10872981.2023.2176802] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/30/2022] [Accepted: 02/01/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Systemic racism impacts personal and community health; however, education regarding its role in perpetuating healthcare inequity remains limited in medical curricula. This study implemented and evaluated the impact of a student-led anti-racism programme on medical students' perceptions of racial bias in medicine, awareness of, and confidence to advocate against racism in medicine. METHOD A total of 543 early stage medical students were invited to participate in the programme. Participants were assigned readings and videos exploring racial injustice in medicine and attended a virtual small-group discussion facilitated by faculty and students. Online surveys were used to collect pre- and post-programme data using Likert scales for response items. Open-ended questions were independently reviewed by three authors using reflexive thematic analysis. RESULTS Sixty-three early-stage medical students enrolled in the programme, of which 42 completed the pre-programme survey. There was a 76% (n = 32) response rate for the post-programme survey. The majority of students (60%, n = 25) had no previous education about racism in medicine. From pre- to post-programme, there was a significant change in students' perceived definition of race from genetic, biological, geographical, and cultural factors to socio-political factors (P < 0.0001). Significant increases in almost all factors assessing student awareness of racism and confidence to advocate against racism were observed. Student-identified barriers to discussing racism included lack of education and lived experience, fear of starting conflict and offending others. All survey respondents would recommend this programme to peers and 69% (n = 32) engaged in further topical self-directed education. CONCLUSION This simple and reproducible programme improved awareness and confidence to advocate against racism in medicine and resulted in a change in opinion regarding race-based medical practice. These findings are in line with best practice towards addressing racial bias in medicine, decolonizing medical curricula and strengthening anti-racism teaching of future physicians.
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Affiliation(s)
- Thérése M. Lynn
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Katrina A. D’urzo
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | | | - Kathryn Wiesendanger
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Sarah Colbert-Kaip
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Austin Capcara
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Sarah Chen
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Seamus Sreenan
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
- Department of Endocrinology, Connolly Hospital, Dublin, Ireland
| | - Marian P. Brennan
- Graduate Entry Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland
- School of Pharmacy and Biomedical Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
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106
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Leslie WD. Effect of Race/Ethnicity on United States FRAX Calculations and Treatment Qualification: A Registry-Based Study. J Bone Miner Res 2023; 38:1742-1748. [PMID: 37548387 DOI: 10.1002/jbmr.4896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/23/2023] [Accepted: 08/04/2023] [Indexed: 08/08/2023]
Abstract
Since 2008. the United States has had four race/ethnic fracture risk assessment tool (FRAX) calculators: White ("Caucasian"), Black, Asian, and Hispanic. The American Society for Bone and Mineral Research Task Force on Clinical Algorithms for Fracture Risk has been examining the implications of retaining race/ethnicity in the US FRAX calculators. To inform the Task Force, we computed FRAX scores according to each US calculator in 114,942 White, 485 Black, and 2816 Asian women (self-reported race/ethnicity) aged 50 years and older. We estimated treatment qualification based upon FRAX thresholds (3% for hip fracture, 20% for major osteoporotic fracture [MOF]). Finally, we examined measures for a hypothetical population-based FRAX calculator derived as the weighted mean for the US population based upon US Census Bureau statistics. With identical inputs, the highest FRAX measurements were found with the White FRAX calculator, lowest measurements with the Black calculator, and intermediate measurements for the Asian and Hispanic calculators. The percentage of women with FRAX scores exceeding the hip fracture treatment threshold was 32.0% for White, 1.9% for Black, and 19.7% for Asian women; the MOF treatment threshold was exceeded for 14.9% of White, 0.0% of Black, and 3.5% of Asian women. Disparities in treatment qualification were reduced after considering additional criteria (fracture history and dual-energy X-ray absorptiometry [DXA] T-score -2.5 or lower). When fracture risk was recalculated for non-White women using the White FRAX calculator, mean values for Asian women slightly exceeded those for White women but for Black women remained substantially below those for White women. When using a single population-based FRAX calculator, the mean probability of fracture and treatment qualification increased for non-White women across the age range. In summary, use of a single population-based FRAX calculator, rather than existing US race/ethnic FRAX calculators, will reduce differences in treatment qualification and may ultimately enhance equity and access to osteoporosis treatment. © 2023 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- William D Leslie
- Department of Medicine, University of Manitoba, Winnipeg, Canada
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107
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Celeste RK, Goulart MA, Bastos JL, Borrell LN. Research on racial/ethnic inequities in oral health over the past 80 years: The role of racism. J Clin Periodontol 2023; 50:1582-1589. [PMID: 37670498 DOI: 10.1111/jcpe.13868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/06/2023] [Accepted: 08/10/2023] [Indexed: 09/07/2023]
Abstract
AIM This study aims to (1) describe trends in explanations provided for racial/ethnic inequities in dental caries and periodontitis, and (2) explore the patterns of relatedness among explanations for these inequities. MATERIALS AND METHODS Highly cited publications based on studies indexed in the Scopus database were retrieved and assessed for eligibility. Explanations for racial/ethnic inequities were classified into eight different, but interrelated domains. We assessed trends and examined the relations among explanations using multiple correspondence analysis. RESULTS A total of 200 articles among the most cited publications were selected. The proportion of studies invoking racism as an explanation for racial inequities in oral health increased from 0% to 14.3%, from 1937 to 2020. The proportions of individual socio-economic factors increased from 52.0% to 82.9%, and dental care from 28.0% to 62.9%. The remaining explanations were stable: psychological/behavioural processes (62.5%), biological factors (49.5%), contextual/area-level effects (24.0%) and immigrant paradox (4.0%). Multiple correspondence analysis revealed a smaller axial distance between racism and the following categories: studies from Brazil, recent publications and Blacks/Hispanics/mixed-race groups. Publications about immigrants were axially closer to the high-income countries category. CONCLUSIONS Our findings call on dental researchers to consider racism as a cause for existing racial/ethnic inequities in oral health.
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Affiliation(s)
- Roger Keller Celeste
- Department of Preventive and Social Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Mariel Aquino Goulart
- Department of Preventive and Social Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
- Department of Community Oral Health, School of Medicine, Dentistry and Nursing, University of Glasgow, Glasgow, Scotland, UK
| | - João L Bastos
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Luisa N Borrell
- Department of Epidemiology & Biostatistics, Graduate School of Public Health & Health Policy, City University of New York, New York, New York, USA
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108
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Guintivano J, Byrne EM, Kiewa J, Yao S, Bauer AE, Aberg KA, Adams MJ, Campbell A, Campbell ML, Choi KW, Corfield EC, Havdahl A, Hucks D, Koen N, Lu Y, Mægbæk ML, Mullaert J, Peterson RE, Raffield LM, Sallis HM, Sealock JM, Walker A, Watson HJ, Xiong Y, Yang JMK, Anney RJL, Gordon-Smith K, Hubbard L, Jones LA, Mihaescu R, Nyegaard M, Pardiñas AF, Perry A, Saquib N, Shadyab AH, Viktorin A, Andreassen OA, Bigdeli TB, Davis LK, Dennis CL, Di Florio A, Dubertret C, Feng YCA, Frey BN, Grigoriadis S, Gloaguen E, Jones I, Kennedy JL, Krohn H, Kallak TK, Li Y, Martin NG, McIntosh AM, Milgrom J, Trine Munk-Olsen, Oberlander T, Olsen CM, Ramoz N, Reichborn-Kjennerud T, Blackmore ER, Rubinow D, Skalkidou A, Smoller JW, Stein DJ, Stowe ZN, Taylor V, Tebeka S, Tesli M, Van Lieshout RJ, van den Oord EJCG, Vigod SN, Werge T, Westlye LT, Whiteman DC, Zar HJ, Wray N, Meltzer-Brody S, Sullivan P. Meta-Analyses of Genome-Wide Association Studies for Postpartum Depression. Am J Psychiatry 2023; 180:884-895. [PMID: 37849304 PMCID: PMC11163373 DOI: 10.1176/appi.ajp.20230053] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
OBJECTIVE Postpartum depression (PPD) is a common subtype of major depressive disorder (MDD) that is more heritable, yet is understudied in psychiatric genetics. The authors conducted meta-analyses of genome-wide association studies (GWASs) to investigate the genetic architecture of PPD. METHOD Meta-analyses were conducted on 18 cohorts of European ancestry (17,339 PPD cases and 53,426 controls), one cohort of East Asian ancestry (975 cases and 3,780 controls), and one cohort of African ancestry (456 cases and 1,255 controls), totaling 18,770 PPD cases and 58,461 controls. Post-GWAS analyses included 1) single-nucleotide polymorphism (SNP)-based heritability ([Formula: see text]), 2) genetic correlations between PPD and other phenotypes, and 3) enrichment of the PPD GWAS findings in 27 human tissues and 265 cell types from the mouse central and peripheral nervous system. RESULTS No SNP achieved genome-wide significance in the European or the trans-ancestry meta-analyses. The [Formula: see text] of PPD was 0.14 (SE=0.02). Significant genetic correlations were estimated for PPD with MDD, bipolar disorder, anxiety disorders, posttraumatic stress disorder, insomnia, age at menarche, and polycystic ovary syndrome. Cell-type enrichment analyses implicate inhibitory neurons in the thalamus and cholinergic neurons within septal nuclei of the hypothalamus, a pattern that differs from MDD. CONCLUSIONS While more samples are needed to reach genome-wide levels of significance, the results presented confirm PPD as a polygenic and heritable phenotype. There is also evidence that despite a high correlation with MDD, PPD may have unique genetic components. Cell enrichment results suggest GABAergic neurons, which converge on a common mechanism with the only medication approved by the U.S. Food and Drug Administration for PPD (brexanolone).
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Affiliation(s)
- Jerry Guintivano
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Enda M Byrne
- Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia
| | - Jacqueline Kiewa
- Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Shuyang Yao
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Anna E Bauer
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Karolina A Aberg
- Center for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Mark J Adams
- Division of Psychiatry, University of Edinburgh, Edinburgh, UK
| | - Archie Campbell
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | - Megan L Campbell
- MRC Genomic and Precision Medicine Research Unit, Division of Human Genetics. Institute for Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Global Initiative for Neuropsychiatric Genetics Education in Research, Broad Institute, Cambridge, MA, USA
| | - Karmel W Choi
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth C Corfield
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Alexandra Havdahl
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
| | - Donald Hucks
- Department of Medicine, Division of Genetic Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Nastassja Koen
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Yi Lu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Merete L Mægbæk
- National Centre for Register-based Research, Department of Economics and Business Economics, Aarhus University, BSS, Aarhus, Denmark
| | - Jimmy Mullaert
- Department of Epidemiology, Biostatistics and Clinical Research, AP-HP.Nord – Université Paris Cité, Paris, France
- UMR 1137 IAME, INSERM, Paris, France
| | - Roseann E Peterson
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
- Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Laura M Raffield
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Hannah M Sallis
- Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Julia M Sealock
- Analytic & Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Alicia Walker
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Hunna J Watson
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Discipline of Psychology, Curtin University, Perth, Western Australia, Australia
- Division of Paediatrics, The University of Western Australia, Perth, Western Australia, Australia
| | - Ying Xiong
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Jessica MK Yang
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - Richard JL Anney
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | | | - Leon Hubbard
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - Lisa A Jones
- Psychological Medicine, University of Worcester, Worcester, UK
| | - Raluca Mihaescu
- Department of Psychiatry, Catharina Hospital, Eindhoven, Netherlands
| | - Mette Nyegaard
- Department of Health Science and Technology, Aalborg University, Aalborg, Nordjylland, Denmark
| | - Antonio F Pardiñas
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - Amy Perry
- Psychological Medicine, University of Worcester, Worcester, UK
| | - Nazmus Saquib
- Department of Clinical Sciences, Sulaiman AlRajhi University, Bukairiyah, Saudi Arabia
| | - Aladdin H Shadyab
- Department of Epidemiology, Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA
| | - Alexander Viktorin
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Ole A Andreassen
- NORMENT Centre, University of Oslo, Oslo, Norway
- Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre of Neurodevelopment Research, University of Oslo, Oslo, Norway
| | - Tim B Bigdeli
- Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
- Research Service, Department of Veterans Affairs New York Harbor Healthcare System, New York, NY, USA
| | - Lea K Davis
- Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cindy-Lee Dennis
- Lawrence S Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Arianna Di Florio
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - Caroline Dubertret
- INSERM U1266, Université de Paris, Paris, France
- Department of Psychiatry, AP-HP, Louis Mourier Hospital, Colombes, France
| | - Yen-Chen A Feng
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Benicio N Frey
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
- Women’s Health Concerns Clinic, St. Joseph’s Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Sophie Grigoriadis
- Department of Psychiatry, Sunnybrook Health Science Centre and Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Emilie Gloaguen
- Hôpital Bichat, Department of Epidemiology Biostatistics and Clinical Research, AP-HP, Paris, France
| | - Ian Jones
- Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - James L Kennedy
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Molecular Brain Science Dept, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Holly Krohn
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Yun Li
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nick G Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | | | - Jeannette Milgrom
- Parent-Infant Research Institute, Heidelberg Heights, Victoria, Australia
- University of Melbourne, Melbourne, Victoria, Australia
| | - Trine Munk-Olsen
- The National Center for Register-based Research, Aarhus University, Aarhus, Denmark
- Department of Clinical Research, Psychiatric Research Unit, University of Southern Denmark, Odense, Denmark
| | - Tim Oberlander
- BC Children’s Hospital, Vancouver, British Columbia, Canada
- Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Catherine M Olsen
- The Frazer Institute, The University of Queensland, Brisbane, Queensland, Australia
- Population Health Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Nicolas Ramoz
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM UMR1266, Tean-Genetic vulnerability to addictive and psychiatric disorders, Paris, France
- GHU Paris Psychiatrie et Neurosciences, CMME, Hôpital Sainte-Anne, F-75014 Paris, France
| | - Ted Reichborn-Kjennerud
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - David Rubinow
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alkistis Skalkidou
- Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
| | - Jordan W Smoller
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Zachary N Stowe
- Department of Psychiatry, University of Wisconsin at Madison, Madison, WI, USA
| | - Valerie Taylor
- Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Sarah Tebeka
- Department of Psychiatry, AP-HP, Louis Mourier Hospital, Colombes, France
- INSERM U1266, Université Paris Cité, Paris, France
| | - Martin Tesli
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Research and Education in Forensic Psychiatry, Department of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Ryan J Van Lieshout
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
| | - Edwin JCG van den Oord
- Center for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Simone N Vigod
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, Women’s College Hospital, Toronto, Ontario, Canada
| | - Thomas Werge
- Institute of Biological Psychiatry, Mental Health Services, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- LF Center for Geogenetics, Globe Institute, University of Copenhagen, Copenhagen, Denmark
- iPSYCH, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Copenhagen, Denmark
| | - Lars T Westlye
- Department of Psychology, University of Oslo, Oslo, Norway
- NORMENT, Division for Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
- K.G. Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - David C Whiteman
- Population Health Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
| | - Heather J Zar
- Department of Paediatrics & Child Health, University of Cape Town, Cape Town, Western Cape, South Africa
- SA-MRC Unit on Child & Adolescent Health, University of Cape Town, Cape Town, Western Cape, South Africa
| | | | - Naomi Wray
- Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia
| | - Samantha Meltzer-Brody
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Patrick Sullivan
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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109
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Alizadeh F, Gauvreau K, Mayourian J, Brown E, Barreto JA, Blossom J, Bucholz E, Newburger JW, Kheir J, Vitali S, Thiagarajan RR, Moynihan K. Social Drivers of Health and Pediatric Extracorporeal Membrane Oxygenation Outcomes. Pediatrics 2023; 152:e2023061305. [PMID: 37933403 DOI: 10.1542/peds.2023-061305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/12/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Relationships between social drivers of health (SDoH) and pediatric health outcomes are highly complex with substantial inconsistencies in studies examining SDoH and extracorporeal membrane oxygenation (ECMO) outcomes. To add to this literature with emerging novel SDoH measures, and to address calls for institutional accountability, we examined associations between SDoH and pediatric ECMO outcomes. METHODS This single-center retrospective cohort study included children (<18 years) supported on ECMO (2012-2021). SDoH included Child Opportunity Index (COI), race, ethnicity, payer, interpreter requirement, urbanicity, and travel-time to hospital. COI is a multidimensional estimation of SDoH incorporating traditional (eg, income) and novel (eg, healthy food access) neighborhood attributes ([range 0-100] higher indicates healthier child development). Outcomes included in-hospital mortality, ECMO run duration, and length of stay (LOS). RESULTS 540 children on ECMO (96%) had a calculable COI. In-hospital mortality was 44% with median run duration of 125 hours and ICU LOS 29 days. Overall, 334 (62%) had cardiac disease, 92 (17%) neonatal respiratory failure, 93 (17%) pediatric respiratory failure, and 21 (4%) sepsis. Median COI was 64 (interquartile range 32-81), 323 (60%) had public insurance, 174 (34%) were from underrepresented racial groups, 57 (11%) required interpreters, 270 (54%) had urban residence, and median travel-time was 89 minutes. SDoH including COI were not statistically associated with outcomes in univariate or multivariate analysis. CONCLUSIONS We observed no significant difference in pediatric ECMO outcomes according to SDoH. Further research is warranted to better understand drivers of inequitable health outcomes in children, and potential protective mechanisms.
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Affiliation(s)
| | | | | | | | | | - Jeff Blossom
- Center for Geographic Analysis, Harvard University, Cambridge, Massachusetts
| | | | | | - John Kheir
- Departments of Cardiology
- Departments of Pediatrics
| | - Sally Vitali
- Anesthesia, Critical Care, Pain Medicine, Boston Children's Hospital, Boston, Massachusetts
- Anesthesia, Harvard Medical School, Boston, Massachusetts
| | | | - Katie Moynihan
- Departments of Cardiology
- Departments of Pediatrics
- Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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Obeng-Gyasi S, Handley D, Elsaid MI, Rahurkar S, Andersen BL, Jonnalagadda P, Chen JC, Owusu-Brackett N, Carson WE, Stover DG. Low Hospital Volume Is Associated with Higher All-Cause Mortality in Black Women with Triple Negative Breast Cancer. J Racial Ethn Health Disparities 2023:10.1007/s40615-023-01788-y. [PMID: 38038902 DOI: 10.1007/s40615-023-01788-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/20/2023] [Accepted: 09/01/2023] [Indexed: 12/02/2023]
Abstract
INTRODUCTION This study examines the association between hospital volume and all-cause mortality in Black women with triple negative breast cancer (TNBC) who received surgery and chemotherapy. METHODS Black women ages 18+ with stage I-III TNBC who received both surgery and chemotherapy were identified in the National Cancer Database (NCDB). Hospital volume was determined using the number of annual breast cancer cases divided by the number of years the hospital participated in the NCDB. Hospital annual volume quartiles ranged from Q1 (lowest) to Q4 (highest). Univariable analysis and multivariable logistic regression modeling with restricted cubic splines examined the effect of hospital volume on all-cause mortality. RESULTS Sixteen thousand five hundred fifty-six patients met the study criteria. All-cause mortality incidence was lower at higher volume compared to lower volume hospitals Q1 24.1% (95% CI: 22.8 to 25.4), Q2 21.8% (95% CI: 20.5 to 23.1), Q3 20.9% (95% CI: 19.6 to 22.1), Q4 19.0% (95% CI: 17.7 to 20.1), p<0.001. On multivariable analysis, treatment at the highest hospital volume quartile was associated with a 21% reduction in the odds of death compared to the lowest quartile [Q4 Vs. Q1, OR=0.79 (95% CI: 0.67 to 0.92)]. For every 100-patient increase in annual volume, all-cause mortality was reduced by 4% [OR=0.96 (95% CI: 0.94 to 0.98)]. There was a significant linear dose-dependent relationship between increasing hospital volume and all-cause mortality. CONCLUSION Black women treated at high-volume hospitals have lower all-cause mortality than those at low-volume hospitals. Future studies should examine the characteristics of high-volume hospitals associated with improved outcomes.
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Affiliation(s)
- Samilia Obeng-Gyasi
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, N924 Doan Hall, 410 West 10th Avenue, Columbus, OH, 43210, USA.
| | - Demond Handley
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Mohamed I Elsaid
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Saurabh Rahurkar
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | | | - Pallavi Jonnalagadda
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - J C Chen
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, N924 Doan Hall, 410 West 10th Avenue, Columbus, OH, 43210, USA
| | - Nicci Owusu-Brackett
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, N924 Doan Hall, 410 West 10th Avenue, Columbus, OH, 43210, USA
| | - William E Carson
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, N924 Doan Hall, 410 West 10th Avenue, Columbus, OH, 43210, USA
| | - Daniel G Stover
- Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
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Leung JG. Ethnopsychopharmacology: Clinical and scientific writing pearls. Ment Health Clin 2023; 13:276-288. [PMID: 38058595 PMCID: PMC10696167 DOI: 10.9740/mhc.2023.12.276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 09/26/2023] [Indexed: 12/08/2023] Open
Abstract
The concept of ethnopsychopharmacology aims to predict or explain the pharmacologic response to psychiatric medications based on the influence of biologic and nonbiologic factors. Interactions involving these factors are complex and influence patient outcomes in health care. Pharmacists and other clinicians working in patient care environments, research, or medical education should engage in lifelong learning to enhance ethnopsychopharmacologic knowledge gaps, which ultimately may improve and individualize care across diverse populations. Through two cases, this paper provides pearls on how biogeographical ancestry and cytochrome P450 status may influence pharmacotherapy selection, dosing, or response. A third scenario highlights a publication, like many other published works, with deficiencies in how data on ancestry, race, and ethnicity are collected or reported. Current recommendations on the use of inclusive language in scientific writing are reviewed, with attention to specific examples.
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Abudahab S, Hakooz N, Al-Etian L, Shishani K, Bashqawi A, Connolly J, Glessner JT, Qu HQ, Qu J, Hakonarson H, Dajani R. The Circassians and the Chechens in Jordan: results of a decade of epidemiological and genetic studies. J Community Genet 2023; 14:505-517. [PMID: 37700208 PMCID: PMC10725377 DOI: 10.1007/s12687-023-00668-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 08/29/2023] [Indexed: 09/14/2023] Open
Abstract
Circassians and Chechens in Jordan, both with Caucasian ancestry, are genetically isolated due to high rate of endogamous marriages. Recent interest in these populations has led to studies on their genetic similarities, differences, and epidemiological differences in various diseases. Research has explored their predisposition to conditions like diabetes, hypertension, and cancer. Moreover, pharmacogenetic (PGx) studies have also investigated medication response variations within these populations, and forensic studies have further contributed to understanding these populations. In this review article, we first discuss the background of these minority groups. We then show the results of a principle component analysis (PCA) to investigate the genetic relationships between Circassian and Chechen populations living in Jordan. We here present a summary of the findings from the 10 years of research conducted on them. The review article provides a comprehensive summary of research findings that are truly valuable for understanding the unique genetic characteristics, diseases' prevalence, and medication responses among Circassians and Chechens living in Jordan. We believe that gaining deeper comprehension of the root causes of various diseases and developing effective treatment methods that benefit the society as a whole are imperative to engaging a wide range of ethnic groups in genetic research.
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Affiliation(s)
- Sara Abudahab
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, 23298, USA
- Department of Biopharmaceutics and Clinical Pharmacy, School of Pharmacy, University of Jordan, Amman, 11942, Jordan
| | - Nancy Hakooz
- Department of Biopharmaceutics and Clinical Pharmacy, School of Pharmacy, University of Jordan, Amman, 11942, Jordan
| | - Laith Al-Etian
- Department of Biotechnology and Genetic Engineering, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Kawkab Shishani
- College of Nursing, Washington State University, Spokane, WA, 99202, USA
| | - Adel Bashqawi
- Circassia Center for Studies and Research, Amman, 11942, Jordan
| | - John Connolly
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Joseph T Glessner
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Hui-Qi Qu
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Jingchun Qu
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Hakon Hakonarson
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Rana Dajani
- Department of Biology and Biotechnology, The Hashemite University, Zarqa, 591504, Jordan.
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Sanchez M, Gonzalez MR, Fernandez A, Barton A, Diaz V, Wang W. Sociocultural influences on alcohol expectancies in early adolescence: Findings from the ABCD study. Health Psychol 2023; 42:842-855. [PMID: 37227824 PMCID: PMC10674043 DOI: 10.1037/hea0001290] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
OBJECTIVE Alcohol expectancies (AE) during early adolescence predict early alcohol use initiation and problem drinking both cross-sectionally and prospectively well into adulthood. Yet, our understanding of the sociocultural factors associated with AE during this development period remains limited. This study examines associations between AE and sociocultural factors across various domains (i.e., individual, family, peer, school, community, and culture) in a demographically diverse sample of 10- to 14-year-old youth in the Adolescent Brain Cognitive Development Study (ABCD Study). METHOD This cross-sectional study used 2-year follow-up data from the ABCD Release 3.0 for N = 5,322 early adolescents (Mage = 12 years [SD = 0.6]; 47% male). Approximately 60% identified as non-Hispanic/Latinx White, 17% as Hispanic/Latinx, 11% as non-Hispanic/Latinx Black, 2% as non-Hispanic/Latinx Asian, and 11% as mixed/other race-ethnicity. Separate models for positive and negative AE outcomes were conducted using linear mixed-effect models while controlling for demographic covariates. RESULTS Positive AE were most strongly associated with familism, followed by other peer, school, community, and cultural level factors. Negative AE were most strongly associated with the peer-level factor of relational victimization and the individual-level factor of negative life events, followed by other peer, school, and community-level factors. CONCLUSION The present findings reveal the potential constellation of sociocultural factors that may serve as targets for modifying AE during the middle school years. Study results also underscore the need for future research that integrates cultural factors into our understanding of alcohol use risk and resilience during early adolescence. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Mariana Sanchez
- Department of Health Promotion and Disease Prevention, Florida International University
| | | | - Alejandra Fernandez
- Department of Health Promotion & Behavioral Sciences, University of Texas Health Sciences Center
| | - Alexa Barton
- Department of Psychology, Florida International University
| | - Vanessa Diaz
- Center for Human Development, University of California, San Diego
| | - Weize Wang
- Center for Research on U.S. Latino HIV/AIDS and Drug Abuse, Florida International University
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114
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Haddad Y. The epistemic harms of direct-to-consumer genetic tests. MEDICINE, HEALTH CARE, AND PHILOSOPHY 2023; 26:559-571. [PMID: 37488418 DOI: 10.1007/s11019-023-10164-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/30/2023] [Indexed: 07/26/2023]
Abstract
In this paper, I provide an epistemic evaluation of the harms that result from the widespread marketing of direct-to-consumer (DTC) genetic tests. While genetic tests are a valuable accessory diagnostic tool when ordered by a medical practitioner, there are different implications when they are sold directly to consumers. I aim to show that there are both epistemic and non-epistemic harms associated with the widespread commoditization of DTC genetic tests. I argue that the epistemic harms produced by DTC genetic tests have been disregarded in discussions on the topic. Drawing on the notion of contributory epistemic injustices, I highlight two pertinent epistemic harms: (1) a failure to uptake an individual's articulations about their identity and (2) the presiding reductionist framework dismisses useful hermeneutical resources. I then propose ways to mitigate these harms.
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Affiliation(s)
- Yasmin Haddad
- Department of Philosophy, Department of Biochemistry and Molecular Biology, Dalhousie University, Marion McCain Arts and Social Sciences Building, 6135 University Avenue, Halifax, NS, B3H4P9, Canada.
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115
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Chen J, Gatev E, Everson T, Conneely KN, Koen N, Epstein MP, Kobor MS, Zar HJ, Stein DJ, Hüls A. Pruning and thresholding approach for methylation risk scores in multi-ancestry populations. Epigenetics 2023; 18:2187172. [PMID: 36908043 PMCID: PMC10026878 DOI: 10.1080/15592294.2023.2187172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023] Open
Abstract
Recent efforts have focused on developing methylation risk scores (MRS), a weighted sum of the individual's DNA methylation (DNAm) values of pre-selected CpG sites. Most of the current MRS approaches that utilize Epigenome-wide association studies (EWAS) summary statistics only include genome-wide significant CpG sites and do not consider co-methylation. New methods that relax the p-value threshold to include more CpG sites and account for the inter-correlation of DNAm might improve the predictive performance of MRS. We paired informed co-methylation pruning with P-value thresholding to generate pruning and thresholding (P+T) MRS and evaluated its performance among multi-ancestry populations. Through simulation studies and real data analyses, we demonstrated that pruning provides an improvement over simple thresholding methods for prediction of phenotypes. We demonstrated that European-derived summary statistics can be used to develop P+T MRS among other populations such as African populations. However, the prediction accuracy of P+T MRS may differ across multi-ancestry population due to environmental/cultural/social differences.
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Affiliation(s)
- Junyu Chen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA USA
| | - Evan Gatev
- Institute of Molecular Biology "Acad. Roumen Tsanev", Sofia, Bulgaria
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - Todd Everson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA USA
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Karen N Conneely
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA USA
| | - Nastassja Koen
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
- South African Medical Research Council (SAMRC) Unit on Risk and Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa
| | - Michael P Epstein
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA USA
| | - Michael S Kobor
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
- BC Children's Hospital Research Institute, Vancouver, Canada
- Centre for Molecular Medicine and Therapeutics, Vancouver, Canada
| | - Heather J Zar
- Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa
- South African Medical Research Council (SAMRC) Unit on Child and Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Dan J Stein
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
- South African Medical Research Council (SAMRC) Unit on Risk and Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa
| | - Anke Hüls
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA USA
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
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116
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Belloy ME, Andrews SJ, Le Guen Y, Cuccaro M, Farrer LA, Napolioni V, Greicius MD. APOE Genotype and Alzheimer Disease Risk Across Age, Sex, and Population Ancestry. JAMA Neurol 2023; 80:1284-1294. [PMID: 37930705 PMCID: PMC10628838 DOI: 10.1001/jamaneurol.2023.3599] [Citation(s) in RCA: 28] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/03/2023] [Indexed: 11/07/2023]
Abstract
Importance Apolipoprotein E (APOE)*2 and APOE*4 are, respectively, the strongest protective and risk-increasing, common genetic variants for late-onset Alzheimer disease (AD), making APOE status highly relevant toward clinical trial design and AD research broadly. The associations of APOE genotypes with AD are modulated by age, sex, race and ethnicity, and ancestry, but these associations remain unclear, particularly among racial and ethnic groups understudied in the AD and genetics research fields. Objective To assess the stratified associations of APOE genotypes with AD risk across sex, age, race and ethnicity, and global population ancestry. Design, Setting, Participants This genetic association study included case-control, family-based, population-based, and longitudinal AD-related cohorts that recruited referred and volunteer participants. Data were analyzed between March 2022 and April 2023. Genetic data were available from high-density, single-nucleotide variant microarrays, exome microarrays, and whole-exome and whole-genome sequencing. Summary statistics were ascertained from published AD genetic studies. Main Outcomes and Measures The main outcomes were risk for AD (odds ratios [ORs]) and risk of conversion to AD (hazard ratios [HRs]), with 95% CIs. Risk for AD was evaluated through case-control logistic regression analyses. Risk of conversion to AD was evaluated through Cox proportional hazards regression survival analyses. Results Among 68 756 unique individuals, analyses included 21 852 East Asian (demographic data not available), 5738 Hispanic (68.2% female; mean [SD] age, 75.4 [8.8] years), 7145 non-Hispanic Black (hereafter referred to as Black) (70.8% female; mean [SD] age, 78.4 [8.2] years), and 34 021 non-Hispanic White (hereafter referred to as White) (59.3% female; mean [SD] age, 77.0 [9.1] years) individuals. There was a general, stepwise pattern of ORs for APOE*4 genotypes and AD risk across race and ethnicity groups. Odds ratios for APOE*34 and AD risk attenuated following East Asian (OR, 4.54; 95% CI, 3.99-5.17),White (OR, 3.46; 95% CI, 3.27-3.65), Black (OR, 2.18; 95% CI, 1.90-2.49) and Hispanic (OR, 1.90; 95% CI, 1.65-2.18) individuals. Similarly, ORs for APOE*22+23 and AD risk attenuated following White (OR, 0.53, 95% CI, 0.48-0.58), Black (OR, 0.69, 95% CI, 0.57-0.84), and Hispanic (OR, 0.89; 95% CI, 0.72-1.10) individuals, with no association for Hispanic individuals. Deviating from the global pattern of ORs, APOE*22+23 was not associated with AD risk in East Asian individuals (OR, 0.97; 95% CI, 0.77-1.23). Global population ancestry could not explain why Hispanic individuals showed APOE associations with less pronounced AD risk compared with Black and White individuals. Within Black individuals, decreased global African ancestry or increased global European ancestry showed a pattern of APOE*4 dosage associated with increasing AD risk, but no such pattern was apparent for APOE*2 dosage with AD risk. The sex-by-age-specific interaction effect of APOE*34 among White individuals (higher risk in women) was reproduced but shifted to ages 60 to 70 years (OR, 1.48; 95% CI, 1.10-2.01) and was additionally replicated in a meta-analysis of Black individuals and Hispanic individuals (OR, 1.72; 95% CI, 1.01-2.94). Conclusion and Relevance Through recent advances in AD-related genetic cohorts, this study provided the largest-to-date overview of the association of APOE with AD risk across age, sex, race and ethnicity, and population ancestry. These novel insights are critical to guide AD clinical trial design and research.
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Affiliation(s)
- Michael E. Belloy
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California
- NeuroGenomics and Informatics Center, Washington University School of Medicine, St. Louis, Missouri
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri
| | - Shea J. Andrews
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco
| | - Yann Le Guen
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California
| | - Michael Cuccaro
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, Florida
- Dr. John T. Macdonald Foundation, Department of Human Genetics, University of Miami Miller School of Medicine, Miami, Florida
| | - Lindsay A. Farrer
- Department of Medicine, Biomedical Genetics, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Ophthalmology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Valerio Napolioni
- School of Biosciences and Veterinary Medicine, University of Camerino, Camerino, Italy
| | - Michael D. Greicius
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California
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Feliciano EJG, Ho FDV, Yee K, Paguio JA, Eala MAB, Robredo JPG, Ng K, Lim J, Pyone KT, Peralta CA, Flores JA, Yao JS, Santos PMG, Ang CDU, Lasco G, Chan JSK, Tse G, Tangco ED, Kingham TP, Chitapanarux I, Bhoo-Pathy N, Legaspi GD, Dee EC. Cancer disparities in Southeast Asia: intersectionality and a call to action. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 41:100971. [PMID: 38053740 PMCID: PMC10694578 DOI: 10.1016/j.lanwpc.2023.100971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 10/27/2023] [Accepted: 11/05/2023] [Indexed: 12/07/2023]
Affiliation(s)
- Erin Jay G. Feliciano
- School of Medicine and Public Health, Ateneo de Manila University, Pasig City, Philippines
- Department of Medicine, NYC H+H/Elmhurst, Icahn School of Medicine at Mt. Sinai, Queens, NY, USA
| | | | - Kaisin Yee
- SingHealth Duke-NUS Global Health Institute, Singapore, Singapore
| | - Joseph A. Paguio
- Department of Medicine, Einstein Medical Center, Philadelphia, PA, USA
| | - Michelle Ann B. Eala
- University of the Philippines College of Medicine, Manila, Philippines
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, CA, USA
| | - Janine Patricia G. Robredo
- School of Medicine and Public Health, Ateneo de Manila University, Pasig City, Philippines
- Department of Global Health and Social Medicine, Harvard University, Boston, MA, USA
| | - Kenrick Ng
- Department of Medical Oncology, St Bartholomew’s Hospital, Bart’s Health NHS Trust, London, UK
| | - Jasmine Lim
- Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Khin Thuzar Pyone
- Radiation Oncology Department, Yangon General Hospital Yangon, Myanmar
| | | | | | - J. Seth Yao
- Department of Medicine, Einstein Medical Center, Philadelphia, PA, USA
| | - Patricia Mae G. Santos
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christian Daniel U. Ang
- Department of Surgical Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Surgery, University of Santo Tomas Hospital, Manila, Philippines
| | - Gideon Lasco
- Development Studies Program, Ateneo de Manila University, Quezon City, Philippines
- Department of Anthropology, University of the Philippines Diliman, Quezon City, Philippines
| | | | - Gary Tse
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
- Kent and Medway Medical School, Canterbury, UK
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong, China
| | - Enrico D. Tangco
- Department of Radiation Oncology, The Medical City, Pasig City, Philippines
| | - T. Peter Kingham
- Department of Surgical Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Imjai Chitapanarux
- Division of Radiation Oncology, Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Nirmala Bhoo-Pathy
- Centre for Epidemiology and Evidence Based Practice, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Gerardo D. Legaspi
- Division of Neurosurgery, Department of Neurosciences, University of the Philippines Manila, Philippine General Hospital, Metro Manila, Philippines
| | - Edward Christopher Dee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Smith MK, Ehresmann KR, Knowlton GS, LaFrance AB, Vazquez Benitez G, Quadri NS, DeFor TA, Mann EM, Alpern JD, Stauffer WM. Understanding COVID-19 Health Disparities With Birth Country and Language Data. Am J Prev Med 2023; 65:993-1002. [PMID: 37406745 DOI: 10.1016/j.amepre.2023.06.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 06/27/2023] [Accepted: 06/27/2023] [Indexed: 07/07/2023]
Abstract
INTRODUCTION Understanding of COVID-19-related disparities in the U.S. is largely informed by traditional race/ethnicity categories that mask important social group differences. This analysis utilizes granular information on patients' country of birth and preferred language from a large health system to provide more nuanced insights into health disparities. METHODS Data from patients seeking care from a large Midwestern health system between January 1, 2019 and July 31, 2021 and COVID-19-related events occurring from March 18, 2020 to July 31, 2021 were used to describe COVID-19 disparities. Statistics were performed between January 1, 2022 and March 15, 2023. Age-adjusted generalized linear models estimated RR across race/ethnicity, country of birth grouping, preferred language, and multiple stratified groups. RESULTS The majority of the 1,114,895 patients were born in western advanced economies (58.6%). Those who were Hispanic/Latino, were born in Latin America and the Caribbean, and preferred Spanish language had highest RRs of infection and hospitalization. Black-identifying patients born in sub-Saharan African countries had a higher risk of infection than their western advanced economies counterparts. Subanalyses revealed elevated hospitalization and death risk for White-identifying patients from Eastern Europe and Central Asia and Asian-identifying patients from Southeast Asia and the Pacific. All non-English languages had a higher risk of all COVID-19 outcomes, most notably Hmong and languages from Burma/Myanmar. CONCLUSIONS Stratifications by country of birth grouping and preferred language identified culturally distinct groups whose vulnerability to COVID-19 would have otherwise been masked by traditional racial/ethnic labels. Routine collection of these data is critical for identifying social groups at high risk and for informing linguistically and culturally relevant interventions.
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Affiliation(s)
- M Kumi Smith
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | | | | | | | | | - Nasreen S Quadri
- Department of Medicine, Medical School, University of Minnesota, Minneapolis, Minnesota
| | | | - Erin M Mann
- Center for Global Health and Social Responsibility, University of Minnesota, Minneapolis, Minnesota
| | - Jonathan D Alpern
- HealthPartners Institute, Bloomington, Minnesota; Department of Medicine, Medical School, University of Minnesota, Minneapolis, Minnesota
| | - William M Stauffer
- Department of Medicine, Medical School, University of Minnesota, Minneapolis, Minnesota; Center for Global Health and Social Responsibility, University of Minnesota, Minneapolis, Minnesota; Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, Minnesota; Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, Minnesota.
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Clayton EO, Njoku-Austin C, Scott DM, Cain JD, Hogan MV. Racial and Ethnic Disparities in the Management of Diabetic Feet. Curr Rev Musculoskelet Med 2023; 16:550-556. [PMID: 37733148 PMCID: PMC10587034 DOI: 10.1007/s12178-023-09867-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/21/2023] [Indexed: 09/22/2023]
Abstract
PURPOSE OF REVIEW Diabetes mellitus is a chronic medical condition affecting many individuals worldwide and leads to billions of dollars spent within the healthcare system for its treatment and complications. Complications from diabetes include diabetic foot conditions that can have a devasting impact on quality of life. Diabetic foot ulcers and amputations occur in minority individuals at an increased rate compared to Caucasian individuals. This review provides an update examining the racial and ethnic disparities in the management of diabetic foot conditions and the differences in rates of amputation. RECENT FINDINGS Current research continues to show a disparity as it relates to diabetic foot management. There are novel treatment options for diabetic foot ulcers that are currently being explored. However, there continues to be a lack in racial diversity in new treatment studies conducted in the USA. Individuals from racial and ethnic minority groups have diabetes at higher rates compared to Caucasian individuals, and are also more likely to develop diabetic foot ulcers and receive amputations. Over the last few years, more efforts have been made to improve health disparities. However, there needs to be an improvement in increasing racial diversity when investigating new therapies for diabetic foot ulcers.
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Affiliation(s)
- Elizabeth O Clayton
- Department of Orthopaedic Surgery, University of Pittsburgh, 3471 Fifth Ave., Suite #911, Pittsburgh, PA, 15213, USA
| | - Confidence Njoku-Austin
- Department of Orthopaedic Surgery, University of Pittsburgh, 3471 Fifth Ave., Suite #911, Pittsburgh, PA, 15213, USA
| | - Devon M Scott
- Department of Orthopaedic Surgery, University of Pittsburgh, 3471 Fifth Ave., Suite #911, Pittsburgh, PA, 15213, USA
| | - Jarrett D Cain
- Department of Orthopaedic Surgery, University of Pittsburgh, 3471 Fifth Ave., Suite #911, Pittsburgh, PA, 15213, USA
| | - MaCalus V Hogan
- Department of Orthopaedic Surgery, University of Pittsburgh, 3471 Fifth Ave., Suite #911, Pittsburgh, PA, 15213, USA.
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Nowell WB, Barnes EL, Venkatachalam S, Kappelman MD, Curtis JR, Merkel PA, Shaw DG, Larson K, Greisz J, George MD. Racial and Ethnic Distribution of Rheumatic Diseases in Health Systems of the National Patient-Centered Clinical Research Network. J Rheumatol 2023; 50:1503-1508. [PMID: 37657793 DOI: 10.3899/jrheum.2022-1300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/02/2023] [Indexed: 09/03/2023]
Abstract
OBJECTIVE To evaluate the relative prevalence of 8 rheumatic and musculoskeletal diseases (RMDs) across racial and ethnic groups within the National Patient-Centered Clinical Research Network (PCORnet). METHODS Electronic health records from participating PCORnet institutions and systems from January 1, 2013, to December 31, 2018, were used to identify adult patients with ≥ 2 diagnosis codes for rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), osteoporosis (OP), granulomatosis with polyangiitis (GPA), microscopic polyangiitis (MPA), eosinophilic granulomatosis with polyangiitis (EGPA), giant cell arteritis (GCA), and Takayasu arteritis (TAK). Among those with race and ethnicity data available, we compared prevalence of RMDs by race and ethnicity. RESULTS Data from 28,059,546 patients were available for analysis. RA was more common in patients who were American Indian or Alaska Native vs White, with a prevalence of 11.57 vs 10.11/1000 (odds ratio [OR] 1.15, 95% CI 1.09-1.22). SLE was more common in patients who were Black or African American (6.73/1000), American Indian or Alaska Native (3.82/1000), and Asian (3.39/1000) vs White (2.80/1000; OR 2.43, 95% CI 2.39-2.46; OR 1.39, 95% CI 1.25-1.53; OR 1.26, 95% CI 1.21-1.31, respectively). SLE was more common in patients who were Hispanic vs non-Hispanic (prevalence 3.93 vs 3.45/1000, OR 1.14, 95% CI 1.12-1.16). TAK was more common in patients who were Asian vs White (prevalence 0.05 vs 0.04/1000, OR 1.43, 95% CI 1.00-2.03). OP, RA, and the vasculitides were all more common in patients who were White vs Black or African American. CONCLUSION These data provide important information on the prevalence of RMDs by race and ethnicity in the United States. PCORnet can be used as a reliable data source to study RMDs within a large representative population.
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Affiliation(s)
- William Benjamin Nowell
- W.B. Nowell, PhD, MSW, S. Venkatachalam, PhD, MPH, Global Healthy Living Foundation, Upper Nyack, New York;
| | - Edward L Barnes
- E.L. Barnes, MD, MPH, M.D. Kappelman, MD, MPH, University of North Carolina Chapel Hill, Chapel Hill, North Carolina
| | - Shilpa Venkatachalam
- W.B. Nowell, PhD, MSW, S. Venkatachalam, PhD, MPH, Global Healthy Living Foundation, Upper Nyack, New York
| | - Michael D Kappelman
- E.L. Barnes, MD, MPH, M.D. Kappelman, MD, MPH, University of North Carolina Chapel Hill, Chapel Hill, North Carolina
| | - Jeffrey R Curtis
- J.R. Curtis, MD, MS, MPH, Illumination Health, Hoover, and University of Alabama at Birmingham, Birmingham, Alabama
| | - Peter A Merkel
- P.A. Merkel, MD, MPH, J. Greisz, MD, M.D. George, MD, MSCE, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Dianne G Shaw
- D.G. Shaw, MA, K. Larson, MA, Vasculitis Foundation, Kansas City, Missouri, USA
| | - Kalen Larson
- D.G. Shaw, MA, K. Larson, MA, Vasculitis Foundation, Kansas City, Missouri, USA
| | - Justin Greisz
- P.A. Merkel, MD, MPH, J. Greisz, MD, M.D. George, MD, MSCE, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Michael D George
- P.A. Merkel, MD, MPH, J. Greisz, MD, M.D. George, MD, MSCE, University of Pennsylvania, Philadelphia, Pennsylvania
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Issaka RB, Chan AT, Gupta S. AGA Clinical Practice Update on Risk Stratification for Colorectal Cancer Screening and Post-Polypectomy Surveillance: Expert Review. Gastroenterology 2023; 165:1280-1291. [PMID: 37737817 PMCID: PMC10591903 DOI: 10.1053/j.gastro.2023.06.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/20/2023] [Accepted: 06/30/2023] [Indexed: 09/23/2023]
Abstract
DESCRIPTION Since the early 2000s, there has been a rapid decline in colorectal cancer (CRC) mortality, due in large part to screening and removal of precancerous polyps. Despite these improvements, CRC remains the second leading cause of cancer deaths in the United States, with approximately 53,000 deaths projected in 2023. The aim of this American Gastroenterological Association (AGA) Clinical Practice Update Expert Review was to describe how individuals should be risk-stratified for CRC screening and post-polypectomy surveillance and to highlight opportunities for future research to fill gaps in the existing literature. METHODS This Expert Review was commissioned and approved by the American Gastroenterological Association (AGA) Institute Clinical Practice Updates Committee (CPUC) and the AGA Governing Board to provide timely guidance on a topic of high clinical importance to the AGA membership, and underwent internal peer review by the CPUC and external peer review through standard procedures of Gastroenterology. These Best Practice Advice statements were drawn from a review of the published literature and from expert opinion. Because systematic reviews were not performed, these Best Practice Advice statements do not carry formal ratings regarding the quality of evidence or strength of the presented considerations. Best Practice Advice Statements BEST PRACTICE ADVICE 1: All individuals with a first-degree relative (defined as a parent, sibling, or child) who was diagnosed with CRC, particularly before the age of 50 years, should be considered at increased risk for CRC. BEST PRACTICE ADVICE 2: All individuals without a personal history of CRC, inflammatory bowel disease, hereditary CRC syndromes, other CRC predisposing conditions, or a family history of CRC should be considered at average risk for CRC. BEST PRACTICE ADVICE 3: Individuals at average risk for CRC should initiate screening at age 45 years and individuals at increased risk for CRC due to having a first-degree relative with CRC should initiate screening 10 years before the age at diagnosis of the youngest affected relative or age 40 years, whichever is earlier. BEST PRACTICE ADVICE 4: Risk stratification for initiation of CRC screening should be based on an individual's age, a known or suspected predisposing hereditary CRC syndrome, and/or a family history of CRC. BEST PRACTICE ADVICE 5: The decision to continue CRC screening in individuals older than 75 years should be individualized, based on an assessment of risks, benefits, screening history, and comorbidities. BEST PRACTICE ADVICE 6: Screening options for individuals at average risk for CRC should include colonoscopy, fecal immunochemical test, flexible sigmoidoscopy plus fecal immunochemical test, multitarget stool DNA fecal immunochemical test, and computed tomography colonography, based on availability and individual preference. BEST PRACTICE ADVICE 7: Colonoscopy should be the screening strategy used for individuals at increased CRC risk. BEST PRACTICE ADVICE 8: The decision to continue post-polypectomy surveillance for individuals older than 75 years should be individualized, based on an assessment of risks, benefits, and comorbidities. BEST PRACTICE ADVICE 9: Risk-stratification tools for CRC screening and post-polypectomy surveillance that emerge from research should be examined for real-world effectiveness and cost-effectiveness in diverse populations (eg, by race, ethnicity, sex, and other sociodemographic factors associated with disparities in CRC outcomes) before widespread implementation.
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Affiliation(s)
- Rachel B Issaka
- Public Health Sciences and Clinical Research Divisions, Fred Hutchinson Cancer Center, Seattle, Washington; Division of Gastroenterology, University of Washington School of Medicine, Seattle, Washington.
| | - Andrew T Chan
- Clinical and Translational Epidemiology Unit, Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Samir Gupta
- Division of Gastroenterology, Department of Medicine, University of California San Diego, La Jolla, California; Section of Gastroenterology, Jennifer Moreno Department of Medical Affairs Medical Center, San Diego, California
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Wojcik GL. Genetic distance informs polygenic score predictive accuracy. Trends Genet 2023; 39:813-815. [PMID: 37524625 PMCID: PMC10592326 DOI: 10.1016/j.tig.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 07/10/2023] [Indexed: 08/02/2023]
Abstract
Polygenic scores (PGSs) aggregate the effects of variants across the genome to estimate genetic liability, but have lower performance in external study populations. A new study by Ding et al. has applied a novel framework to estimate the individual-level predictive accuracy of PGSs, and demonstrates that performance reduction occurs linearly with genetic distance.
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Affiliation(s)
- Genevieve L Wojcik
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
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Flynn MP, Altschafl B, Mead S, Cowan E, Ranheim E, Cotter M, Pelley E. Exploring Racial Differences in Disease Prevalence in a Preclinical Curriculum. ACADEMIC MEDICINE : JOURNAL OF THE ASSOCIATION OF AMERICAN MEDICAL COLLEGES 2023; 98:S173-S174. [PMID: 37983415 DOI: 10.1097/acm.0000000000005374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2023]
Affiliation(s)
- Maxfield P Flynn
- Author affiliations: M.P. Flynn, B. Altschafl, S. Mead, E. Cowan, E. Ranheim, M. Cotter, E. Pelley, University of Wisconsin School of Medicine and Public Health
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Weigelt B, Marra A, Selenica P, Rios-Doria E, Momeni-Boroujeni A, Berger MF, Arora K, Nemirovsky D, Iasonos A, Chakravarty D, Abu-Rustum NR, Da Cruz Paula A, Dessources K, Ellenson LH, Liu YL, Aghajanian C, Brown CL. Molecular Characterization of Endometrial Carcinomas in Black and White Patients Reveals Disparate Drivers with Therapeutic Implications. Cancer Discov 2023; 13:2356-2369. [PMID: 37651310 PMCID: PMC11149479 DOI: 10.1158/2159-8290.cd-23-0546] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 08/09/2023] [Accepted: 08/29/2023] [Indexed: 09/02/2023]
Abstract
Although the incidence of endometrial carcinoma (EC) is similar in Black and White women, racial disparities are stark, with the highest mortality rates observed among Black patients. Here, analysis of 1,882 prospectively sequenced ECs using a clinical FDA-authorized tumor-normal panel revealed a significantly higher prevalence of high-risk histologic and molecular EC subtypes in self-identified Black (n = 259) compared with White (n = 1,623) patients. Clinically actionable alterations, including high tumor mutational burden/microsatellite instability, which confer benefit from immunotherapy, were less frequent in ECs from Black than from White patients. Ultramutated POLE molecular subtype ECs associated with favorable outcomes were rare in Black patients. Results were confirmed by genetic ancestry analysis. CCNE1 gene amplification, which is associated with aggressive clinical behavior, was more prevalent in carcinosarcomas occurring in Black than in White patients. ECs from Black and White patients display important differences in their histologic types, molecular subtypes, driver genetic alterations, and therapeutic targets. SIGNIFICANCE Our comprehensive analysis of prospectively clinically sequenced ECs revealed significant differences in their histologic and molecular composition and in the presence of therapeutic targets in Black versus White patients. These findings emphasize the importance of incorporating diverse populations into molecular studies and clinical trials to address EC disparities. This article is featured in Selected Articles from This Issue, p. 2293.
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Affiliation(s)
- Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Antonio Marra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Pier Selenica
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Eric Rios-Doria
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Amir Momeni-Boroujeni
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael F Berger
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kanika Arora
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David Nemirovsky
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alexia Iasonos
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Debyani Chakravarty
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nadeem R Abu-Rustum
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, New York
| | - Arnaud Da Cruz Paula
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kimberly Dessources
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lora H Ellenson
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ying L Liu
- Gynecologic Medical Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Carol Aghajanian
- Gynecologic Medical Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Carol L Brown
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, New York
- Office of Health Equity, Memorial Sloan Kettering Cancer Center, New York, New York
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Downie ML, Desjarlais A, Verdin N, Woodlock T, Collister D. Precision Medicine in Diabetic Kidney Disease: A Narrative Review Framed by Lived Experience. Can J Kidney Health Dis 2023; 10:20543581231209012. [PMID: 37920777 PMCID: PMC10619345 DOI: 10.1177/20543581231209012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/10/2023] [Indexed: 11/04/2023] Open
Abstract
Purpose of review Diabetic kidney disease (DKD) is a leading cause of chronic kidney disease (CKD) for which many treatments exist that have been shown to prevent CKD progression and kidney failure. However, DKD is a complex and heterogeneous etiology of CKD with a spectrum of phenotypes and disease trajectories. In this narrative review, we discuss precision medicine approaches to DKD, including genomics, metabolomics, proteomics, and their potential role in the management of diabetes mellitus and DKD. A patient and caregivers of patients with lived experience with CKD were involved in this review. Sources of information Original research articles were identified from MEDLINE and Google Scholar using the search terms "diabetes," "diabetic kidney disease," "diabetic nephropathy," "chronic kidney disease," "kidney failure," "dialysis," "nephrology," "genomics," "metabolomics," and "proteomics." Methods A focused review and critical appraisal of existing literature regarding the precision medicine approaches to the diagnosis, prognosis, and treatment of diabetes and DKD framed by a patient partner's/caregiver's lived experience. Key findings Distinguishing diabetic nephropathy from CKD due to other types of DKD and non-DKD is challenging and typically requires a kidney biopsy for a diagnosis. Biomarkers have been identified to assist with the prediction of the onset and progression of DKD, but they have yet to be incorporated and evaluated relative to clinical standard of care CKD and kidney failure risk prediction tools. Genomics has identified multiple causal genetic variants for neonatal diabetes mellitus and monogenic diabetes of the young that can be used for diagnostic purposes and to specify antiglycemic therapy. Genome-wide-associated studies have identified genes implicated in DKD pathophysiology in the setting of type 1 and 2 diabetes but their translational benefits are lagging beyond polygenetic risk scores. Metabolomics and proteomics have been shown to improve diagnostic accuracy in DKD, have been used to identify novel pathways involved in DKD pathogenesis, and can be used to improve the prediction of CKD progression and kidney failure as well as predict response to DKD therapy. Limitations There are a limited number of large, high-quality prospective observational studies and no randomized controlled trials that support the use of precision medicine based approaches to improve clinical outcomes in adults with or at risk of diabetes and DKD. It is unclear which patients may benefit from the clinical use of genomics, metabolomics and proteomics along the spectrum of DKD trajectory. Implications Additional research is needed to evaluate the role of the use of precision medicine for DKD management, including diagnosis, differentiation of diabetic nephropathy from other etiologies of DKD and CKD, short-term and long-term risk prognostication kidney outcomes, and the prediction of response to and safety of disease-modifying therapies.
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Affiliation(s)
- Mallory L. Downie
- McGill University Health Center Research Institute, Montreal, QC, Canada
| | - Arlene Desjarlais
- Kidney Research Scientist Core Education and National Training Program, Montreal, QC, Canada
| | - Nancy Verdin
- Kidney Research Scientist Core Education and National Training Program, Montreal, QC, Canada
| | - Tania Woodlock
- Kidney Research Scientist Core Education and National Training Program, Montreal, QC, Canada
| | - David Collister
- Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Canada
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Shim I, Kuwahara H, Chen N, Hashem MO, AlAbdi L, Abouelhoda M, Won HH, Natarajan P, Ellinor PT, Khera AV, Gao X, Alkuraya FS, Fahed AC. Clinical utility of polygenic scores for cardiometabolic disease in Arabs. Nat Commun 2023; 14:6535. [PMID: 37852978 PMCID: PMC10584889 DOI: 10.1038/s41467-023-41985-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 09/25/2023] [Indexed: 10/20/2023] Open
Abstract
Arabs account for 5% of the world population and have a high burden of cardiometabolic disease, yet clinical utility of polygenic risk prediction in Arabs remains understudied. Among 5399 Arab patients, we optimize polygenic scores for 10 cardiometabolic traits, achieving a performance that is better than published scores and on par with performance in European-ancestry individuals. Odds ratio per standard deviation (OR per SD) for a type 2 diabetes score was 1.83 (95% CI 1.74-1.92), and each SD of body mass index (BMI) score was associated with 1.18 kg/m2 difference in BMI. Polygenic scores associated with disease independent of conventional risk factors, and also associated with disease severity-OR per SD for coronary artery disease (CAD) was 1.78 (95% CI 1.66-1.90) for three-vessel CAD and 1.41 (95% CI 1.29-1.53) for one-vessel CAD. We propose a pragmatic framework leveraging public data as one way to advance equitable clinical implementation of polygenic scores in non-European populations.
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Affiliation(s)
- Injeong Shim
- Cardiovascular Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Samsung Medical Center, Seoul, South Korea
| | - Hiroyuki Kuwahara
- Computational Biosciences Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - NingNing Chen
- Computational Biosciences Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Mais O Hashem
- Department of Translational Genomics, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Lama AlAbdi
- Department of Translational Genomics, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
- Department of Zoology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Mohamed Abouelhoda
- Department of Computation Sciences, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Hong-Hee Won
- Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Samsung Medical Center, Seoul, South Korea
| | - Pradeep Natarajan
- Cardiovascular Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Patrick T Ellinor
- Cardiovascular Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Xin Gao
- Computational Biosciences Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
| | - Fowzan S Alkuraya
- Department of Translational Genomics, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia.
| | - Akl C Fahed
- Cardiovascular Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Khan A, Inkster AM, Peñaherrera MS, King S, Kildea S, Oberlander TF, Olson DM, Vaillancourt C, Brain U, Beraldo EO, Beristain AG, Clifton VL, Del Gobbo GF, Lam WL, Metz GAS, Ng JWY, Price EM, Schuetz JM, Yuan V, Portales-Casamar É, Robinson WP. The application of epiphenotyping approaches to DNA methylation array studies of the human placenta. Epigenetics Chromatin 2023; 16:37. [PMID: 37794499 PMCID: PMC10548571 DOI: 10.1186/s13072-023-00507-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 09/15/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND Genome-wide DNA methylation (DNAme) profiling of the placenta with Illumina Infinium Methylation bead arrays is often used to explore the connections between in utero exposures, placental pathology, and fetal development. However, many technical and biological factors can lead to signals of DNAme variation between samples and between cohorts, and understanding and accounting for these factors is essential to ensure meaningful and replicable data analysis. Recently, "epiphenotyping" approaches have been developed whereby DNAme data can be used to impute information about phenotypic variables such as gestational age, sex, cell composition, and ancestry. These epiphenotypes offer avenues to compare phenotypic data across cohorts, and to understand how phenotypic variables relate to DNAme variability. However, the relationships between placental epiphenotyping variables and other technical and biological variables, and their application to downstream epigenome analyses, have not been well studied. RESULTS Using DNAme data from 204 placentas across three cohorts, we applied the PlaNET R package to estimate epiphenotypes gestational age, ancestry, and cell composition in these samples. PlaNET ancestry estimates were highly correlated with independent polymorphic ancestry-informative markers, and epigenetic gestational age, on average, was estimated within 4 days of reported gestational age, underscoring the accuracy of these tools. Cell composition estimates varied both within and between cohorts, as well as over very long placental processing times. Interestingly, the ratio of cytotrophoblast to syncytiotrophoblast proportion decreased with increasing gestational age, and differed slightly by both maternal ethnicity (lower in white vs. non-white) and genetic ancestry (lower in higher probability European ancestry). The cohort of origin and cytotrophoblast proportion were the largest drivers of DNAme variation in this dataset, based on their associations with the first principal component. CONCLUSIONS This work confirms that cohort, array (technical) batch, cell type proportion, self-reported ethnicity, genetic ancestry, and biological sex are important variables to consider in any analyses of Illumina DNAme data. We further demonstrate the specific utility of epiphenotyping tools developed for use with placental DNAme data, and show that these variables (i) provide an independent check of clinically obtained data and (ii) provide a robust approach to compare variables across different datasets. Finally, we present a general framework for the processing and analysis of placental DNAme data, integrating the epiphenotype variables discussed here.
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Affiliation(s)
- A Khan
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada
- Princess Margaret Cancer Center, Toronto, ON, M5G 2C4, Canada
| | - A M Inkster
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
| | - M S Peñaherrera
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
| | - S King
- Department of Psychiatry, McGill University, Montreal, QC, H3A 1A1, Canada
- Psychosocial Research Division, Douglas Hospital Research Centre, Montreal, QC, H4H 1R3, Canada
| | - S Kildea
- Mater Research Institute, University of Queensland, Brisbane, QLD, 4101, Australia
- Molly Wardaguga Research Centre, Charles Darwin University, Brisbane, QLD, 4000, Australia
| | - T F Oberlander
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, V6H 3V4, Canada
| | - D M Olson
- Department of Obstetrics and Gynecology, University of Alberta, 220 HMRC, Edmonton, AB, T6G 2S2, Canada
| | - C Vaillancourt
- Centre Armand Frappier Santé Biotechnologie - INRS and University of Quebec Intersectorial Health Research Network, Laval, QC, H7V 1B7, Canada
| | - U Brain
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, V6H 3V4, Canada
| | - E O Beraldo
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
| | - A G Beristain
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Obstetrics & Gynecology, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| | - V L Clifton
- Mater Research Institute, University of Queensland, Brisbane, QLD, 4101, Australia
- Faculty of Medicine, The University of Queensland, Herston, QLD, 4006, Australia
| | - G F Del Gobbo
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON, K1H 5B2, Canada
| | - W L Lam
- British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
| | - G A S Metz
- Canadian Centre for Behavioural Neuroscience, Department of Neuroscience, University of Lethbridge, Lethbridge, AB, T1K 3M4, Canada
| | - J W Y Ng
- Faculty of Medicine, University of Calgary, Calgary, AB, T2N 4N1, Canada
| | - E M Price
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON, K1H 5B2, Canada
| | - J M Schuetz
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
| | - V Yuan
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada
| | - É Portales-Casamar
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada.
- Centre de Recherche du CHU Sainte-Justine, 3175 Côte-Sainte-Catherine Road, Montréal, QC, H3T 1C5, Canada.
| | - W P Robinson
- BC Children's Hospital Research Institute (BCCHR), 950 W 28th Ave, Vancouver, BC, V5Z 4H4, Canada.
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6H 3N1, Canada.
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Davuluru SS, Jess AT, Kim JSB, Yoo K, Nguyen V, Xu BY. Identifying, Understanding, and Addressing Disparities in Glaucoma Care in the United States. Transl Vis Sci Technol 2023; 12:18. [PMID: 37889504 PMCID: PMC10617640 DOI: 10.1167/tvst.12.10.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 10/09/2023] [Indexed: 10/28/2023] Open
Abstract
Glaucoma is the leading cause of irreversible blindness worldwide, currently affecting around 80 million people. Glaucoma prevalence is rapidly rising in the United States due to an aging population. Despite recent advances in the diagnosis and treatment of glaucoma, significant disparities persist in disease detection, management, and outcomes among the diverse patient populations of the United States. Research on disparities is critical to identifying, understanding, and addressing societal and healthcare inequalities. Disparities research is especially important and impactful in the context of irreversible diseases such as glaucoma, where earlier detection and intervention are the primary approach to improving patient outcomes. In this article, we first review recent studies identifying disparities in glaucoma care that affect patient populations based on race, age, and gender. We then review studies elucidating and furthering our understanding of modifiable factors that contribute to these inequities, including socioeconomic status (particularly age and education), insurance product, and geographic region. Finally, we present work proposing potential strategies addressing disparities in glaucoma care, including teleophthalmology and artificial intelligence. We also discuss the presence of non-modifiable factors that contribute to differences in glaucoma burden and can confound the detection of glaucoma disparities. Translational Relevance By recognizing underlying causes and proposing potential solutions, healthcare providers, policymakers, and other stakeholders can work collaboratively to reduce the burden of glaucoma and improve visual health and clinical outcomes in vulnerable patient populations.
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Affiliation(s)
- Shaili S. Davuluru
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Alison T. Jess
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Kristy Yoo
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Van Nguyen
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Benjamin Y. Xu
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Lipsyc-Sharf M, Ballman KV, Campbell JD, Muss HB, Perez EA, Shulman LN, Carey LA, Partridge AH, Warner ET. Age, Body Mass Index, Tumor Subtype, and Racial and Ethnic Disparities in Breast Cancer Survival. JAMA Netw Open 2023; 6:e2339584. [PMID: 37878313 PMCID: PMC10600583 DOI: 10.1001/jamanetworkopen.2023.39584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 09/11/2023] [Indexed: 10/26/2023] Open
Abstract
Importance Black women in the United States have higher breast cancer (BC) mortality rates than White women. The combined role of multiple factors, including body mass index (BMI), age, and tumor subtype, remains unclear. Objective To assess the association of race and ethnicity with survival among clinical trial participants with early-stage BC (eBC) according to tumor subtype, age, and BMI. Design, Setting, and Participants This cohort study analyzed survival data, as of November 12, 2021, from participants enrolled between 1997 and 2010 in 4 randomized adjuvant chemotherapy trials: Cancer and Leukemia Group B (CALGB) 9741, 49907, and 40101 as well as North Central Cancer Treatment Group (NCCTG) N9831, legacy groups of the Alliance of Clinical Trials in Oncology. Median follow-up was 9.8 years. Exposures Non-Hispanic Black and Hispanic participants were compared with non-Hispanic White participants within subgroups of subtype (hormone receptor positive [HR+]/ERBB2 [formerly HER2] negative [ERBB2-], ERBB2+, and HR-/ERBB2-), age (<50, 50 to <65, and ≥65 years), and BMI (<18.5, 18.5 to <25.0, 25.0 to <30.0, and ≥30.0). Main Outcomes and Measures Recurrence-free survival (RFS) and overall survival (OS). Results Of 9479 participants, 436 (4.4%) were Hispanic, 871 (8.8%) non-Hispanic Black, and 7889 (79.5%) non-Hispanic White. The median (range) age was 52 (19.0-89.7) years. Among participants with HR+/ERBB2- tumors, non-Hispanic Black individuals had worse RFS (hazard ratio [HR], 1.49; 95% CI, 1.04-2.12; 5-year RFS, 88.5% vs 93.2%) than non-Hispanic White individuals, although the global test for association of race and ethnicity with RFS was not significant within any tumor subtype. There were no OS differences by race and ethnicity in any subtype. Race and ethnicity were associated with OS in young participants (age <50 years; global P = .008); young non-Hispanic Black participants (HR, 1.34; 95% CI, 1.04-1.71; 5-year OS, 86.6% vs 92.0%) and Hispanic participants (HR, 1.62; 95% CI, 1.16-2.29; 5-year OS, 86.2% vs 92.0%) had worse OS than young non-Hispanic White participants. Race and ethnicity were associated with RFS in participants with BMIs of 25 to less than 30, with non-Hispanic Black participants having worse RFS (HR, 1.81; 95% CI, 1.23-2.68; 5-year RFS, 83.2% vs 87.3%) than non-Hispanic White participants. Conclusions and Relevance In this cohort study, racial and ethnic survival disparities were identified in patients with eBC receiving standardized initial care, and potentially at-risk subgroups, for whom focused interventions may improve outcomes, were found.
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Affiliation(s)
- Marla Lipsyc-Sharf
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- David Geffen School of Medicine at UCLA/Jonsson Comprehensive Cancer Center, Los Angeles, California
| | - Karla V. Ballman
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, Minnesota
| | - Jordan D. Campbell
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, Minnesota
| | - Hyman B. Muss
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill
| | | | | | - Lisa A. Carey
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill
| | - Ann H. Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Erica T. Warner
- Clinical Translational Epidemiology Unit, Mongan Institute, Massachusetts General Hospital, Boston
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Lim DW, Li WW, Giannakeas V, Cil TD, Narod SA. Survival of Filipino women with breast cancer in the United States. Cancer Med 2023; 12:19921-19934. [PMID: 37755311 PMCID: PMC10587940 DOI: 10.1002/cam4.6403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 07/18/2023] [Accepted: 07/23/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND The survival of women with early-stage breast cancer varies by racial group. Filipino women with breast cancer are an understudied group and are often combined with other Asian groups. We compared clinical presentations and survival rates for Filipino and White women with breast cancer diagnosed in the United States. METHODS We conducted a retrospective cohort study of women with breast cancer diagnosed between 2004 and 2015 in the SEER18 registries database. We compared crude survival between Filipino and White women. We then calculated adjusted hazard ratios (HR) in a propensity-matched design using the Cox proportional hazards model. RESULTS There were 10,834 Filipino (2.5%) and 414,618 White women (97.5%) with Stage I-IV breast cancer in the SEER database. The mean age at diagnosis was 57.5 years for Filipino women and 60.8 years for White women (p < 0.0001). Filipino women had more high-grade and larger tumors than White women and were more likely to have node-positive disease. Among women with Stage I-IIIC breast cancer, the crude 10-year breast cancer-specific survival rate was 91.0% for Filipino and 88.9% for White women (HR 0.81, 95% CI 0.74-0.88, p < 0.01). In a propensity-matched analysis, the HR was 0.73 (95% CI 0.66-0.81). The survival advantage for Filipino women was present in subgroups defined by age of diagnosis, nodal status, estrogen receptor status, and HER2 receptor status. CONCLUSION In the United States, Filipino women often present with more advanced breast cancers than White women, but experience better breast cancer-specific survival.
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Affiliation(s)
- David W. Lim
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Women's College Research Institute, Women's College HospitalTorontoOntarioCanada
- Department of SurgeryWomen's College HospitalTorontoOntarioCanada
- Division of General Surgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
| | - Winston W. Li
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
| | - Vasily Giannakeas
- Women's College Research Institute, Women's College HospitalTorontoOntarioCanada
- Dalla Lana School of Public HealthUniversity of TorontoTorontoOntarioCanada
| | - Tulin D. Cil
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Department of SurgeryWomen's College HospitalTorontoOntarioCanada
- Division of General Surgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
- Division of General SurgeryUniversity Health Network (Princess Margaret Cancer Centre)TorontoOntarioCanada
| | - Steven A. Narod
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Women's College Research Institute, Women's College HospitalTorontoOntarioCanada
- Dalla Lana School of Public HealthUniversity of TorontoTorontoOntarioCanada
- Institute of Medical Science, University of TorontoTorontoOntarioCanada
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131
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Karter AJ, Parker MM, Moffet HH, Gilliam LK. Racial and Ethnic Differences in the Association Between Mean Glucose and Hemoglobin A1c. Diabetes Technol Ther 2023; 25:697-704. [PMID: 37535058 PMCID: PMC10611955 DOI: 10.1089/dia.2023.0153] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
Abstract
Background: Studies have reported significantly higher hemoglobin A1c (A1C) in African American patients than in White patients with the same mean glucose, but less is known about other racial/ethnic groups. We evaluated racial/ethnic differences in the association between mean glucose, based on continuous glucose monitor (CGM) data, and A1C. Methods: Retrospective study among 1788 patients with diabetes from Kaiser Permanente Northern California (KPNC) who used CGM devices during 2016 to 2021. In this study population, there were 5264 A1C results; mean glucose was calculated from 124,388,901 CGM readings captured during the 90 days before each A1C result. Hierarchical mixed models were specified to estimate racial/ethnic differences in the association between mean glucose and A1C. Results: Mean A1C was 0.33 (95% confidence interval: 0.23-0.44; P < 0.0001) percentage points higher among African American patients relative to White patients for a given mean glucose. A1C results for Asians, Latinos, and multiethnic patients were not significantly different from those of White patients. The slope of the association between mean glucose and A1C did not differ significantly across racial/ethnic groups. Variance for the association between mean glucose and A1C was substantially greater within groups than between racial/ethnic groups (65% vs. 9%, respectively). Conclusions: For African American patients, A1C results may overestimate glycemia and could lead to premature diabetes diagnoses, overtreatment, or invalid assessments of health disparities. However, most of the variability in the mean glucose-A1C association was within racial/ethnic groups. Treatment decisions driven by guideline-based A1C targets should be individualized and supported by direct measurement of glycemia.
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Affiliation(s)
- Andrew J. Karter
- Kaiser Permanente—Division of Research, Oakland, California, USA
- Department of General Internal Medicine, University of California, San Francisco, California, USA
- Department of Health Systems and Population Health, University of Washington, Seattle, Washington, USA
| | | | - Howard H. Moffet
- Kaiser Permanente—Division of Research, Oakland, California, USA
| | - Lisa K. Gilliam
- Kaiser Northern California Diabetes Program, Endocrinology and Internal Medicine, Kaiser Permanente, South San Francisco Medical Center, South San Francisco, California, USA
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Witonsky J, Burchard EG. Race/Ethnicity and Clinical Prediction Algorithms for Childhood Asthma. NEJM EVIDENCE 2023; 2:EVIDe2300187. [PMID: 38320186 DOI: 10.1056/evide2300187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
In 1985, the United States Department of Health and Human Services released the Report of the Secretary's Task Force on Black & Minority Health.1 The landmark report showed that persistent health disparities accounted for excess mortality among ethnic and racial minoritized groups. Since this report was published, many efforts have been made to improve clinical outcomes between White and non-White populations. Despite almost 40 years of knowledge, we continue to experience drastic racial or ethnic inequities in common medical conditions.
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Azzopardi R, Nicholls SJ, Nerlekar N, Scherer DJ, Chandramouli C, Lam CS, Muthalaly R, Tan S, Wong CX, Chew DP, Zoungas S, Yeo KK, Nelson AJ. Asia-Pacific Investigators and Asian Enrollment in Cardiometabolic Trials: Insights From Publications Between 2011 and 2020. JACC. ASIA 2023; 3:724-735. [PMID: 38094996 PMCID: PMC10715879 DOI: 10.1016/j.jacasi.2023.05.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 04/19/2023] [Accepted: 05/03/2023] [Indexed: 09/06/2024]
Abstract
BACKGROUND A lack of geographic and racial diversity in clinical trial populations may arise from a disproportionate focus on the United States and Europe for trial leadership and conduct. Inadequate diversity may compromise the external validity to the Asia-Pacific (APAC) region, where 60% of global cardiometabolic disease exists. OBJECTIVES This study aimed to assess the proportion and trends of Asian race participants and APAC authorship in cardiometabolic trials. METHODS We performed a systematic review of all cardiovascular, diabetes and obesity-related randomized controlled trials (phase ≥2, n = ≥100) published in these major medical journals: the New England Journal of Medicine, the Lancet, and the Journal of the American Medical Association between January 1, 2011, and December 31, 2020. Trial leadership was defined by first authorship, and any listed author was considered a trial collaborator. Temporal trends were evaluated using the Jonckheere-Terpstra proportion test and correlations using Pearson's correlation coefficient. Participant-to-prevalence ratios (PPR) were determined using Global Health Data Exchange registry data. RESULTS A total of 8.3% (218,613 of 2,619,710) participants identified as being of Asian race and 7.7% of total enrollment occurred in APAC. APAC lead authorship occurred in 52 of 656 (7.9%) trials and collaboration in 10.1% (1312 of 13,000 of authors), which correlated with Asian enrollment (r = 0.63 and r = 0.76, respectively). A marginal increase in the proportion of Asian race (Δ1.40% ± 6.95%/year, P = 0.003) and APAC regional (Δ1.46% ± 8.67%/year, P = 0.003) enrollment was observed; however, severe regional underrepresentation persisted (PPR <0.30). CONCLUSIONS Despite a favorable trend over the past decade, Asian participants and authors from APAC remain significantly underrepresented in seminal cardiometabolic trials; barriers to trial conduct and leadership in this region must be addressed.
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Affiliation(s)
- Robert Azzopardi
- Monash Heart, Monash Health, Clayton, Victoria, Australia
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
| | - Stephen J. Nicholls
- Monash Heart, Monash Health, Clayton, Victoria, Australia
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
| | - Nitesh Nerlekar
- Monash Heart, Monash Health, Clayton, Victoria, Australia
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
| | - Daniel J. Scherer
- University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | | | - Carolyn S.P. Lam
- National Heart Centre and SingHealth Duke-NUS Cardiovascular Sciences, Singapore
| | - Rahul Muthalaly
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
| | - Sean Tan
- Monash Heart, Monash Health, Clayton, Victoria, Australia
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
| | - Christopher X. Wong
- University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Derek P. Chew
- Monash Heart, Monash Health, Clayton, Victoria, Australia
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine and Division of Chronic Disease and Ageing, Monash University, Melbourne, Victoria, Australia
| | - Khung Keong Yeo
- National Heart Centre and SingHealth Duke-NUS Cardiovascular Sciences, Singapore
| | - Adam J. Nelson
- Monash Heart, Monash Health, Clayton, Victoria, Australia
- Victorian Heart Institute, Monash University, Melbourne, Victoria, Australia
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Regan EA, Lowe ME, Make BJ, Curtis JL, Chen QG, Cho MH, Crooks JL, Lowe KE, Wilson C, O'Brien JK, Oates GR, Baldomero AK, Kinney GL, Young KA, Diaz AA, Bhatt SP, McCormack MC, Hansel NN, Kim V, Richmond NE, Westney GE, Foreman MG, Conrad DJ, DeMeo DL, Hoth KF, Amaza H, Balasubramanian A, Kallet J, Watts S, Hanania NA, Hokanson J, Beaty TH, Crapo JD, Silverman EK, Casaburi R, Wise R. Use of the Spirometric "Fixed-Ratio" Underdiagnoses COPD in African-Americans in a Longitudinal Cohort Study. J Gen Intern Med 2023; 38:2988-2997. [PMID: 37072532 PMCID: PMC10593702 DOI: 10.1007/s11606-023-08185-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 03/21/2023] [Indexed: 04/20/2023]
Abstract
BACKGROUND COPD diagnosis is tightly linked to the fixed-ratio spirometry criteria of FEV1/FVC < 0.7. African-Americans are less often diagnosed with COPD. OBJECTIVE Compare COPD diagnosis by fixed-ratio with findings and outcomes by race. DESIGN Genetic Epidemiology of COPD (COPDGene) (2007-present), cross-sectional comparing non-Hispanic white (NHW) and African-American (AA) participants for COPD diagnosis, manifestations, and outcomes. SETTING Multicenter, longitudinal US cohort study. PARTICIPANTS Current or former smokers with ≥ 10-pack-year smoking history enrolled at 21 clinical centers including over-sampling of participants with known COPD and AA. Exclusions were pre-existing non-COPD lung disease, except for a history of asthma. MEASUREMENTS Subject diagnosis by conventional criteria. Mortality, imaging, respiratory symptoms, function, and socioeconomic characteristics, including area deprivation index (ADI). Matched analysis (age, sex, and smoking status) of AA vs. NHW within participants without diagnosed COPD (GOLD 0; FEV1 ≥ 80% predicted and FEV1/FVC ≥ 0.7). RESULTS Using the fixed ratio, 70% of AA (n = 3366) were classified as non-COPD, versus 49% of NHW (n = 6766). AA smokers were younger (55 vs. 62 years), more often current smoking (80% vs. 39%), with fewer pack-years but similar 12-year mortality. Density distribution plots for FEV1 and FVC raw spirometry values showed disproportionate reductions in FVC relative to FEV1 in AA that systematically led to higher ratios. The matched analysis demonstrated GOLD 0 AA had greater symptoms, worse DLCO, spirometry, BODE scores (1.03 vs 0.54, p < 0.0001), and greater deprivation than NHW. LIMITATIONS Lack of an alternative diagnostic metric for comparison. CONCLUSIONS The fixed-ratio spirometric criteria for COPD underdiagnosed potential COPD in AA participants when compared to broader diagnostic criteria. Disproportionate reductions in FVC relative to FEV1 leading to higher FEV1/FVC were identified in these participants and associated with deprivation. Broader diagnostic criteria for COPD are needed to identify the disease across all populations.
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Affiliation(s)
| | - Melissa E Lowe
- Duke Cancer Center, Biostatistics, Duke University Medical Center, Durham, NC, USA
| | - Barry J Make
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO, USA
| | - Jeffrey L Curtis
- Pulmonary & Critical Care Medicine, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI, USA
- Pulmonary & Critical Care Medicine Section, Veterans Affairs Medical Center, Ann Arbor, MI, USA
| | | | - Michael H Cho
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - James L Crooks
- Division of Biostatistics and Bioinformatics and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, CO, USA
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Katherine E Lowe
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve School of Medicine, Cleveland, OH, USA
| | - Carla Wilson
- Research Informatics Services, National Jewish Health, Denver, CO, USA
| | - James K O'Brien
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO, USA
| | | | - Arianne K Baldomero
- Pulmonary, Allergy, Critical Care, and Sleep Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Gregory L Kinney
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Kendra A Young
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Alejandro A Diaz
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Surya P Bhatt
- Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Meredith C McCormack
- Pulmonary and Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nadia N Hansel
- Pulmonary and Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Victor Kim
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Nicole E Richmond
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Gloria E Westney
- Pulmonary and Critical Care Medicine, Morehouse School of Medicine, Atlanta, GA, USA
| | - Marilyn G Foreman
- Pulmonary and Critical Care Medicine, Morehouse School of Medicine, Atlanta, GA, USA
| | - Douglas J Conrad
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Dawn L DeMeo
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Karin F Hoth
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
- Iowa Neuroscience Institute, University of Iowa, Iowa City, IA, USA
| | - Hannatu Amaza
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
| | - Aparna Balasubramanian
- Pulmonary and Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Julia Kallet
- Department of Medicine, National Jewish Health, Denver, CO, USA
| | - Shandi Watts
- Department of Medicine, National Jewish Health, Denver, CO, USA
| | - Nicola A Hanania
- Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - John Hokanson
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Terri H Beaty
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - James D Crapo
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO, USA
| | - Edwin K Silverman
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Richard Casaburi
- Rehabilitation Clinical Trials Center, The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Robert Wise
- Pulmonary and Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Huang AW, Meyers DJ. Assessing the validity of race and ethnicity coding in administrative Medicare data for reporting outcomes among Medicare advantage beneficiaries from 2015 to 2017. Health Serv Res 2023; 58:1045-1055. [PMID: 37356821 PMCID: PMC10480088 DOI: 10.1111/1475-6773.14197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/27/2023] Open
Abstract
OBJECTIVE To assess the validity of race/ethnicity coding in Medicare data and whether misclassification errors lead to biased outcome reporting by race/ethnicity among Medicare Advantage beneficiaries. DATA SOURCES AND STUDY SETTING In this national study of Medicare Advantage beneficiaries, we analyzed individual-level data from the Health Outcomes Survey (HOS) and the Consumer Assessment of Healthcare Providers and Systems (CAHPS), race/ethnicity codes from the Medicare Master Beneficiary Summary File (MBSF), and outcomes from the Medicare Provider Analysis and Review (MedPAR) files from 2015 to 2017. STUDY DESIGN We used self-reported beneficiary race/ethnicity to validate the Medicare Enrollment Database (EDB) and Research Triangle Institute (RTI) race/ethnicity codes. We measured the sensitivity, specificity, and positive and negative predictive values of the Medicare EDB and RTI codes compared to self-report. For outcomes, we compared annualized hospital admission, 30-day, and 90-day readmission rates. DATA COLLECTION/EXTRACTION METHODS Data for Medicare Advantage beneficiaries who completed either the HOS or CAHPS survey were linked to MBSF and MedPAR files. Validity was assessed for both self-reported multiracial and single-race beneficiaries. PRINCIPAL FINDINGS For beneficiaries enrolled in Medicare Advantage, the EDB and RTI race/ethnicity codes have high validity for identifying non-Hispanic White or Black beneficiaries, but lower sensitivity for beneficiaries self-reported Hispanic any race (EDB: 28.3%, RTI: 85.9%) or non-Hispanic Asian American or Native Hawaiian Pacific Islander (EDB: 56.1%, RTI: 72.1%). Only 8.7% of beneficiaries self-reported non-Hispanic American Indian Alaska Native are correctly identified by either Medicare code, resulting in underreported annualized hospitalization rates (EDB: 31.5%, RTI: 31.6% vs. self-report: 34.6%). We find variation in 30-day readmission rates for Hispanic beneficiaries across race categories, which is not measured by Medicare race/ethnicity coding. CONCLUSIONS Current Medicare race/ethnicity codes misclassify and bias outcomes for non-Hispanic AIAN beneficiaries, who are more likely to select multiple racial identities. Revisions to race/ethnicity categories are needed to better represent multiracial/ethnic identities among Medicare Advantage beneficiaries.
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Affiliation(s)
- Andrew W. Huang
- Department of Health Services, Policy and PracticeBrown University School of Public HealthProvidenceRhode IslandUSA
| | - David J. Meyers
- Department of Health Services, Policy and PracticeBrown University School of Public HealthProvidenceRhode IslandUSA
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Bowleg L. The white racial frame of public health discourses about racialized health differences and "disparities": what it reveals about power and how it thwarts health equity. Front Public Health 2023; 11:1187307. [PMID: 37822536 PMCID: PMC10562601 DOI: 10.3389/fpubh.2023.1187307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 09/12/2023] [Indexed: 10/13/2023] Open
Abstract
Although several public health scholars have advocated for more clarity about concepts such as health disparities and health equity, attention to the framing of public health discourses about racialized health differences and "disparities" in the U.S., and what it reveals about power and the potential for achieving health equity, is surprisingly rare. Sociologist Joe Feagin, in his book, The White Racial Frame: Centuries of Racial Framing and Counter-Framing coined the term white racial frame to describe the predominantly white racialized worldview of majority white and white-oriented decisionmakers in everyday and institutional operations. Informed by insights from critical race theories about the white racial frame, white epistemological ignorance, and colorblind racism; critical perspectives on social class; Black feminist perspectives; framing; and critical discourse analysis, in this perspective I discuss: (1) the power of language and discourses; (2) the white racial frame of three common public health discourses - health disparities, "race," and social determinants of health (SDOH); (3) the costs and consequences of the white racial frame for advancing health equity; and (4) the need for more counter and critical theoretical frames to inform discourses, and in turn research and political advocacy to advance health equity in the U.S.
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Affiliation(s)
- Lisa Bowleg
- Department of Psychological and Brain Sciences, The George Washington University, Washington, DC, United States
- The Intersectionality Training Institute, Philadelphia, PA, United States
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Rosoff DB, Bell AS, Wagner J, Mavromatis LA, Hamandi A, Park L, Jung J, Lohoff FW. Assessing the Impact of PCSK9 and HMGCR Inhibition on Liver Function: Drug-Target Mendelian Randomization Analyses in Four Ancestries. Cell Mol Gastroenterol Hepatol 2023; 17:29-40. [PMID: 37703945 PMCID: PMC10665960 DOI: 10.1016/j.jcmgh.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 09/02/2023] [Accepted: 09/05/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND & AIMS Observational studies have linked lipid-lowering drug targets pro-protein convertase subtilisin/kexin 9 (PCSK9) and HMG-CoA reductase (HMGCR) with adverse liver outcomes; however, liver disease incidence varies across diverse populations, and the long-term hepatic impact of these lipid-lowering drugs among non-white Europeans remains largely unknown. METHODS We use single nucleotide polymorphisms (SNPs) in PCSK9 and HMGCR loci from genome-wide association study data of low-density lipoprotein cholesterol in 4 populations (East Asian [EAS], South Asian [SAS], African [AFR], and European [EUR]) to perform drug-target Mendelian randomization investigating relationships between PCSK9 and HMGCR inhibition and alanine aminotransferase (ALT), aspartate aminotransferase (AST), gamma-glutamyl transferase (GGT), alkaline phosphatase (ALP), and bilirubin. RESULTS Analyses of PCSK9 instruments, including functional variants R46L and E670G, failed to find evidence for relationships of low-density lipoprotein cholesterol lowering via PCSK9 variants and adverse effects on ALT, AST, GGT, or ALP among the cohorts. PCSK9 inhibition was associated with increased direct bilirubin levels in EUR (β = 0.089; P value = 5.69 × 10-6) and, nominally, in AFR (β = 0.181; P value = .044). HMGCR inhibition was associated with reduced AST in SAS (β = -0.705; P value = .005) and, nominally, reduced AST in EAS (β = -0.096; P value = .03), reduced ALP in EUR (β = -2.078; P value = .014), and increased direct bilirubin in EUR (β = 0.071; P value = .032). Sensitivity analyses using genetic instruments derived from circulating PCSK9 protein levels, tissue-specific PCSK9 expression, and HMGCR expression were in alignment, strengthening causal inference. CONCLUSIONS We did not find ALT, AST, GGT, or ALP associated with genetically proxied PCSK9 and HMGCR inhibition across ancestries. We identified possible relationships in several ancestries between PCSK9 and increased direct and total bilirubin and between HMGCR and reduced AST. These findings support long-term safety profiles and low hepatotoxic risk of PCSK9 and HMGCR inhibition in diverse populations.
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Affiliation(s)
- Daniel B Rosoff
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland; Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom
| | - Andrew S Bell
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Josephin Wagner
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Lucas A Mavromatis
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Ali Hamandi
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Lauren Park
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Jeesun Jung
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Falk W Lohoff
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland.
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Williamson AA, Amin RS, Meltzer LJ, Laposky A, Fiks AG, Tapia IE. Defining and Promoting Pediatric Pulmonary Health: Understanding Sleep and Ventilatory Health. Pediatrics 2023; 152:e2023062292D. [PMID: 37656027 PMCID: PMC10484307 DOI: 10.1542/peds.2023-062292d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/16/2023] [Indexed: 09/02/2023] Open
Abstract
Healthy sleep and optimal ventilatory control begin in early development and are crucial for positive child outcomes. This paper summarizes information presented at the Sleep and Ventilatory Control sessions of the National Heart, Lung, and Blood-sponsored 2021 Defining and Promoting Pediatric Pulmonary Health workshop. These sessions focused on pediatric sleep health, screening for sleep health and sleep disorders in primary care using the electronic health record, infant sleep and ventilatory control, and home sleep testing. Throughout this summary, we discuss key gaps in and barriers to promoting sleep and ventilatory health that were identified during the workshop sessions. We conclude with strategies to address these gaps and barriers and directions for future multidisciplinary research, patient care, and training.
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Affiliation(s)
- Ariel A. Williamson
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Raouf S. Amin
- Cincinnati Children’s Medical Center, Cincinnati, Ohio
| | | | - Aaron Laposky
- National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Alexander G. Fiks
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ignacio E. Tapia
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Mizusawa J, Sato H, Rubinstein LV, Fujiwara T, Yonemori K, Hirakawa A. Racial differences in longitudinal toxicities of anticancer agents in early phase cancer clinical trials. Cancer Med 2023; 12:18098-18109. [PMID: 37519123 PMCID: PMC10524029 DOI: 10.1002/cam4.6370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 06/25/2023] [Accepted: 07/16/2023] [Indexed: 08/01/2023] Open
Abstract
BACKGROUND Racial differences have been reported in toxicity outcomes for anticancer drug treatments. However, these observations were often from studies with small sample sizes, and many only reported the maximum grade of toxicity and no longitudinal information. This current analysis aims to investigate racial differences in longitudinal toxicities using a large-scale clinical trials database. METHODS Early-phase clinical trials sponsored by the Cancer Therapy Evaluation Program at the National Cancer Institute, USA, that evaluated cytotoxic drugs and molecularly targeted agents between March 2000 and December 2012 were studied. Race was categorized as White, Black or African-American, and Asian. Each toxicity's grade prevalence, mean grade at each cycle, and time to develop grade 2 or higher toxicity was evaluated. RESULTS In total, 25,442 patients from 697 trials were included in this study. The number of patients categorized as White, Black, and Asian designations was 22,756 (89%), 1874 (7%), and 812 (3%), respectively. Notable findings include the rate of any grade of diarrhea in Black people was 26% and 21% lower than that of White and Asian people. The median time to the first grade 2 or higher event was 6 cycles in White people, 8 in Black people, and 6 in Asian people. The rate of any grade hyperglycemia was significantly higher in Asian people. CONCLUSIONS Although we identified several racial differences in longitudinal toxicities, most were of generally lower grade. Further study is needed to clarify the cause of racial differences in treatment-associated toxicities.
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Affiliation(s)
- Junki Mizusawa
- Biostatistics Section, Clinical Research Support Office, National Cancer Center Hospital/Biostatistics Division, Center for Research Administration & SupportNational Cancer CenterTokyoJapan
- Department of Global Health PromotionTokyo Medical and Dental UniversityTokyoJapan
| | - Hioryuki Sato
- Department of Clinical Biostatistics, Graduate School of Medical and Dental SciencesTokyo Medical and Dental UniversityTokyoJapan
| | - Larry V. Rubinstein
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer InstituteNational Institute of HealthRockvilleMarylandUSA
| | - Takeo Fujiwara
- Department of Global Health PromotionTokyo Medical and Dental UniversityTokyoJapan
| | - Kan Yonemori
- Department of Breast and Medical OncologyNational Cancer Center HospitalTokyoJapan
| | - Akihiro Hirakawa
- Department of Clinical Biostatistics, Graduate School of Medical and Dental SciencesTokyo Medical and Dental UniversityTokyoJapan
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Premyodhin N, Fan W, Arora M, Budoff MJ, Kanaya AM, Kandula N, Palaniappan L, Rana JS, Younus M, Wong ND. Association of diabetes with coronary artery calcium in South Asian adults and other race/ethnic groups: The multi-ethnic study of atherosclerosis and the mediators of atherosclerosis in South Asians living in America study. Diab Vasc Dis Res 2023; 20:14791641231204368. [PMID: 37795703 PMCID: PMC10557421 DOI: 10.1177/14791641231204368] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/06/2023] Open
Abstract
PURPOSE South Asian (SA) persons have increased risks for diabetes mellitus (DM) and atherosclerotic cardiovascular disease (ASCVD). We examined whether the association of DM with subclinical atherosclerosis assessed by coronary artery calcium (CAC) differs in SA versus other ethnic groups. METHODS We studied adults from the Multi-Ethnic Study of Atherosclerosis and the Mediators of Atherosclerosis in South Asians Living in America studies without ASCVD. CAC was examined among those normoglycemic, pre-DM and DM. Logistic regression examined pre-DM and DM with the odds of any CAC > 0 and CAC ≥ 100. RESULTS Among 7562 participants, CAC > 0 and CAC ≥ 100 in those with DM was highest in non-Hispanic White (NHW) (80% and 48%) and SA (72% and 41%) persons. Adjusted Ln (CAC + 1) was highest in NHW (3.68 ± 0.21) and SA (3.60 ± 0.23) (p < .01) DM patients. SA and NHW adults with DM (vs normoglycemic) had highest odds of CAC > 0 (2.13 and 2.27, respectively, p < .01). For CAC ≥ 100, SA and Chinese adults had the highest odds (2.28 and 2.27, respectively, p < .01). Fasting glucose and glycated hemoglobin were most strongly associated with CAC among SA. CONCLUSIONS Diabetes mellitus most strongly relates to any CAC in SA and NHW adults and CAC ≥ 100 in SA and Chinese adults, helping to explain the relation of DM with ASCVD in these populations.
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Affiliation(s)
- Ned Premyodhin
- Division of Cardiology, University of California, Irvine, Irvine, CA, USA
| | - Wenjun Fan
- Division of Cardiology, University of California, Irvine, Irvine, CA, USA
| | - Millie Arora
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Matthew J Budoff
- Harbor-UCLA Medical Center, Lundquist Institute, Torrance, CA, USA
| | - Alka M Kanaya
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Namratha Kandula
- Department of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Jamal S Rana
- Department of Cardiology, Kaiser Permanente, Oakland, CA, USA
| | - Masood Younus
- Department of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Nathan D Wong
- Division of Cardiology, University of California, Irvine, Irvine, CA, USA
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Smith J, Liu C, Beck A, Fei L, Brokamp C, Meryum S, Whaley KG, Minar P, Hellmann J, Denson LA, Margolis P, Dhaliwal J. Racial Disparities in Pediatric Inflammatory Bowel Disease Care: Differences in Outcomes and Health Service Utilization Between Black and White Children. J Pediatr 2023; 260:113522. [PMID: 37244575 PMCID: PMC10894641 DOI: 10.1016/j.jpeds.2023.113522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 05/08/2023] [Accepted: 05/21/2023] [Indexed: 05/29/2023]
Abstract
OBJECTIVE To describe racial inequities in pediatric inflammatory bowel disease care and explore potential drivers. METHODS We undertook a single-center, comparative cohort study of newly diagnosed Black and non-Hispanic White patients with inflammatory bowel disease, aged <21 years, from January 2013 through 2020. Primary outcome was corticosteroid-free remission (CSFR) at 1 year. Other longitudinal outcomes included sustained CSFR, time to anti-tumor necrosis factor therapy, and evaluation of health service utilization. RESULTS Among 519 children (89% White, 11% Black), 73% presented with Crohn's disease and 27% with ulcerative colitis. Disease phenotype did not differ by race. More patients from Black families had public insurance (58% vs 30%, P < .001). Black patients were less likely to achieve CSFR 1-year post diagnosis (OR: 0.52, 95% CI:0.3-0.9) and less likely to achieve sustained CSFR (OR: 0.48, 95% CI: 0.25-0.92). When adjusted by insurance type, differences by race to 1-year CSFR were no longer significant (aOR: 0.58; 95% CI: 0.33, 1.04; P = .07). Black patients were more likely to transition from remission to a worsened state, and less likely to transition to remission. We found no differences in biologic therapy utilization or surgical outcomes by race. Black patients had fewer gastroenterology clinic visits and 2-fold increased odds for emergency department visits. CONCLUSIONS We observed no differences by race in phenotypic presentation and medication usage. Black patients had half the odds of achieving clinical remission, but a degree of this was mediated by insurance status. Understanding the cause of such differences will require further exploration of social determinants of health.
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Affiliation(s)
- Julia Smith
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Chunyan Liu
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Andrew Beck
- Division of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Lin Fei
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Cole Brokamp
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Syeda Meryum
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Kaitlin G Whaley
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Phillip Minar
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Jennifer Hellmann
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Lee A Denson
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Peter Margolis
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Jasbir Dhaliwal
- Division of Gastroenterology, Hepatology & Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati, Cincinnati, OH.
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Hersh CM, Morrow SA, Williams MJ, Amezcua L, Halper J, Wandersee K. Diversity, Equity, and Inclusion in the Multiple Sclerosis Community: A Call to Action. Int J MS Care 2023; 25:199-205. [PMID: 37720263 PMCID: PMC10503818 DOI: 10.7224/1537-2073.2023-039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2023]
Abstract
Many medical organizations have begun to confront the longstanding problem of inequalities in health care delivery and the undeniable effect of disparities on health outcomes. The Consortium of Multiple Sclerosis Centers (CMSC) recognizes that disparities affect the lives of many people with multiple sclerosis (MS) and acknowledges the need to address this as an organization. The CMSC recently (1) appointed a task force, (2) conducted a survey of its membership, (3) commissioned this review article and call to action, and (4) formulated a mission statement on diversity, equity, and inclusion (DEI), which was adopted by the CMSC's Board of Governors in March 2023. This paper summarizes recent literature on health care disparities in MS, particularly those relating to race/ethnicity, sexual orientation, and gender identity. It presents findings from CMSC's survey of members' awareness of DEI issues, the need for education and resources for MS care providers, and existing institutional policies on DEI in the members' practice settings. It also presents the task force's recommendations for next steps, which includes the goal of greater diversity in the MS workforce of the future. The CMSC will continue to revisit DEI policies and practices over time with the goal of motivating greater awareness, momentum, and positive changes within the MS community.
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Affiliation(s)
- Carrie M. Hersh
- From the Lou Ruvo Center for Brain Health, Cleveland Clinic, Las Vegas, NV (CMH)
| | - Sarah A. Morrow
- London Multiple Sclerosis Clinic, University of Western Ontario, London, ON (SAM)
| | | | - Lilyana Amezcua
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA (LA)
| | - June Halper
- Consortium of Multiple Sclerosis Centers, Hackensack, NJ (JH, KW)
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Iwai Y, Toumbou K, Zuze T, Morgan JS, Simwinga L, Wright ST, Fedoriw Y, Oladeru OT, Balogun OD, Roberson ML, Olopade OI, Tomoka T, Elmore SN. Breast Cancer Germline Genetic Counseling and Testing for Populations of African Heritage Globally: A Scoping Review on Research, Practice, and Bioethical Considerations. JCO Glob Oncol 2023; 9:e2300154. [PMID: 37944088 PMCID: PMC10645409 DOI: 10.1200/go.23.00154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/05/2023] [Accepted: 09/05/2023] [Indexed: 11/12/2023] Open
Abstract
PURPOSE Despite the disproportionately high risk of breast cancer among women of African heritage, little is known about the facilitators and barriers to implementing germline genetic testing and counseling (GT/C). METHODS This scoping review followed guidelines recommended by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews. Published manuscripts from database inception through 2021 were sourced from PubMed, Cumulative Index to Nursing and Allied Health Literature via EBSCO, Embase, Cochrane Library, and Scopus. Search terms were used to retrieve articles addressing (1) African heritage, (2) breast cancer, and (3) GT or GC. The screening involved abstract and title review and full-text review. Data were extracted for all articles meeting the inclusion criteria. RESULTS A total of 154 studies were included. Most studies that took place were conducted in the United States (71.4%), and most first authors (76.9%) were from the United States. GT was conducted in 73 (49.7%) studies. BRCA1/BRCA2 were the most commonly studied genes for germline mutations. GC was conducted in 49 studies (33.3%), and perspectives on GC were evaluated in 43 (29.3%). The use of racial/ethnic categories varied broadly, although African American was most common (40.1%). Racism was mentioned in three studies (2.0%). CONCLUSION There is a growing body of literature on GT/C for breast cancer in women of African heritage. Future studies on GT/C of African populations should consider increased clarity around racial/ethnic categorizations, continued community engagement, and intentional processes for informed consent.
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Affiliation(s)
- Yoshiko Iwai
- University of North Carolina School of Medicine, Chapel Hill, NC
| | | | | | - Jenny S. Morgan
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC
- Department of Clinical Medicine, Indiana University School of Medicine, Indianapolis, IN
- Department of Global Health, Indiana University School of Medicine, Indianapolis, IN
| | | | - Sarah T. Wright
- UNC Health Sciences Library, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Yuri Fedoriw
- Department of Pathology and Laboratory Medicine, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Oluwadamilola T. Oladeru
- Department of Radiation Oncology, University of Florida, Gainesville, FL
- Department of Radiation Oncology, Mayo Clinic in Florida, Jacksonville, FL
| | | | - Mya L. Roberson
- Department of Health Policy, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC
| | | | | | - Shekinah N.C. Elmore
- Department of Radiation Oncology, University of North Carolina School of Medicine, Chapel Hill, NC
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Williams P. Retaining Race in Chronic Kidney Disease Diagnosis and Treatment. Cureus 2023; 15:e45054. [PMID: 37701164 PMCID: PMC10495104 DOI: 10.7759/cureus.45054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2023] [Indexed: 09/14/2023] Open
Abstract
The best overall measure of kidney function is glomerular filtration rate (GFR) as commonly estimated from serum creatinine concentrations (eGFRcr) using formulas that correct for the higher average creatinine concentrations in Blacks. After two decades of use, these formulas have come under scrutiny for estimating GFR differently in Blacks and non-Blacks. Discussions of whether to include race (Black vs. non-Black) in the calculation of eGFRcr fail to acknowledge that the original race-based eGFRcr provided the same CKD treatment recommendations for Blacks and non-Blacks based on directly (exogenously) measured GFR. Nevertheless, the National Kidney Foundation and the American Society of Nephrology Task Force on Reassessing the Inclusion of Race in Diagnosing Kidney Disease removed race in CKD treatment guidelines and pushed for the immediate adoption of a race-free eGFRcr formula by physicians and clinical laboratories. This formula is projected to negate CKD in 5.51 million White and other non-Black adults and reclassify CKD to less severe stages in another 4.59 million non-Blacks, in order to expand treatment eligibility to 434,000 Blacks not previously diagnosed and to 584,000 Blacks previously diagnosed with less severe CKD. This review examines: 1) the validity of the arguments for removing the original race correction, and 2) the performance of the proposed replacement formula. Excluding race in the derivation of eGFRcr changed the statistical bias from +3.7 to -3.6 ml/min/1.73m2 in Blacks and from +0.5 to +3.9 in non-Blacks, i.e., promoting CKD diagnosis in Blacks at the cost of restricting diagnosis in non-Blacks. By doing so, the revised eGFRcr greatly exaggerates the purported racial disparity in CKD burden. Claims that the revised formulas identify heretofore undiagnosed CKD in Blacks are not supported when studies that used kidney failure replacement therapy and mortality are interpreted as proxies for baseline CKD. Alternatively, a race-stratified eGFRcr (i.e., separate equations for Blacks and non-Blacks) would provide the least biased eGFRcr for both Blacks and non-Blacks and the best medical treatment for all patients.
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Affiliation(s)
- Paul Williams
- Life Sciences, Lawrence Berkeley National Laboratory, Berkeley, USA
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145
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Ferryman K, Mackintosh M, Ghassemi M. Considering Biased Data as Informative Artifacts in AI-Assisted Health Care. N Engl J Med 2023; 389:833-838. [PMID: 37646680 DOI: 10.1056/nejmra2214964] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Affiliation(s)
- Kadija Ferryman
- From the Johns Hopkins Berman Institute of Bioethics and the Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (K.F.); Genomics England and the Alan Turing Institute, London (M.M.); and the Department of Electrical Engineering and Computer Science and the Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA (M.G.)
| | - Maxine Mackintosh
- From the Johns Hopkins Berman Institute of Bioethics and the Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (K.F.); Genomics England and the Alan Turing Institute, London (M.M.); and the Department of Electrical Engineering and Computer Science and the Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA (M.G.)
| | - Marzyeh Ghassemi
- From the Johns Hopkins Berman Institute of Bioethics and the Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (K.F.); Genomics England and the Alan Turing Institute, London (M.M.); and the Department of Electrical Engineering and Computer Science and the Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA (M.G.)
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146
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Mennella JA, Kan M, Lowenthal ED, Saraiva LR, Mainland JD, Himes BE, Pepino MY. Genetic Variation and Sensory Perception of a Pediatric Formulation of Ibuprofen: Can a Medicine Taste Too Good for Some? Int J Mol Sci 2023; 24:13050. [PMID: 37685855 PMCID: PMC10487938 DOI: 10.3390/ijms241713050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/11/2023] [Accepted: 08/18/2023] [Indexed: 09/10/2023] Open
Abstract
There is wide variation in how individuals perceive the chemosensory attributes of liquid formulations of ibuprofen, encompassing both adults and children. To understand personal variation in the taste and chemesthesis properties of this medicine, and how to measure it, our first scientific strategy centered on utilizing trained adult panelists, due to the complex and time-consuming psychophysical tasks needed at this initial stage. We conducted a double-blind cohort study in which panelists underwent whole-genome-wide genotyping and psychophysically evaluated an over-the-counter pediatric medicine containing ibuprofen. Associations between sensory phenotypes and genetic variation near/within irritant and taste receptor genes were determined. Panelists who experienced the urge to cough or throat sensations found the medicine less palatable and sweet, and more irritating. Perceptions varied with genetic ancestry; panelists of African genetic ancestry had fewer chemesthetic sensations, rating the medicine sweeter, less irritating, and more palatable than did those of European genetic ancestry. We discovered a novel association between TRPA1 rs11988795 and tingling sensations, independent of ancestry. We also determined for the first time that just tasting the medicine allowed predictions of perceptions after swallowing, simplifying future psychophysical studies on diverse populations of different age groups needed to understand genetic, cultural-dietary, and epigenetic factors that influence individual perceptions of palatability and, in turn, adherence and the risk of accidental ingestion.
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Affiliation(s)
- Julie A. Mennella
- Monell Chemical Senses Center, Philadelphia, PA 19104, USA; (L.R.S.); (J.D.M.)
| | - Mengyuan Kan
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Elizabeth D. Lowenthal
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Luis R. Saraiva
- Monell Chemical Senses Center, Philadelphia, PA 19104, USA; (L.R.S.); (J.D.M.)
- Sidra Medicine, Doha P.O. Box 26999, Qatar
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha P.O. Box 34110, Qatar
| | - Joel D. Mainland
- Monell Chemical Senses Center, Philadelphia, PA 19104, USA; (L.R.S.); (J.D.M.)
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Blanca E. Himes
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - M. Yanina Pepino
- Department of Food Science and Human Nutrition and Department of Biomedical and Translational Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA;
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147
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Telesford KM, Smith C, Mettlen M, Davis MB, Cowell L, Kittles R, Vartanian T, Monson N. Neuron-binding antibody responses are associated with Black ethnicity in multiple sclerosis during natalizumab treatment. Brain Commun 2023; 5:fcad218. [PMID: 37601407 PMCID: PMC10433937 DOI: 10.1093/braincomms/fcad218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/28/2023] [Accepted: 08/10/2023] [Indexed: 08/22/2023] Open
Abstract
Multiple sclerosis is an inflammatory degenerative condition of the central nervous system that may result in debilitating disability. Several studies over the past twenty years suggest that multiple sclerosis manifests with a rapid, more disabling disease course among individuals identifying with Black or Latin American ethnicity relative to those of White ethnicity. However, very little is known about immunologic underpinnings that may contribute to this ethnicity-associated discordant clinical severity. Given the importance of B cells to multiple sclerosis pathophysiology, and prior work showing increased antibody levels in the cerebrospinal fluid of Black-identifying, compared to White-identifying multiple sclerosis patients, we conducted a cohort study to determine B cell subset dynamics according to both self-reported ethnicity and genetic ancestry over time. Further, we determined relationships between ethnicity, ancestry, and neuron-binding IgG levels. We found significant associations between Black ethnicity and elevated frequencies of class-switched B cell subsets, including memory B cells; double negative two B cells; and antibody-secreting cells. The frequencies of these subsets positively correlated with West African genetic ancestry. We also observed significant associations between Black ethnicity and increased IgG binding to neurons. Our data suggests significantly heightened T cell-dependent B cell responses exhibiting increased titres of neuron-binding antibodies among individuals with multiple sclerosis identifying with the Black African diaspora. Factors driving this immunobiology may promote the greater demyelination, central nervous system atrophy and disability more often experienced by Black-, and Latin American-identifying individuals with multiple sclerosis.
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Affiliation(s)
- Kiel M Telesford
- Weill Cornell Medicine, Brain and Mind Research Institute, New York, NY 10065, USA
| | - Chad Smith
- University of Texas Southwestern Medical Center, O’Donnell Brain Institute, Dallas, TX 75390, USA
| | - Marcel Mettlen
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, TX 75390, USA
| | - Melissa B Davis
- Morehouse School of Medicine, Department of Community Health and Preventative Medicine, Atlanta, GA 30310, USA
| | - Lindsay Cowell
- University of Texas Southwestern Medical Center, Peter O-Donnell Jr. School of Public Health, Dallas, TX 75390, USA
| | - Rick Kittles
- Morehouse School of Medicine, Institute of Genomic Medicine, Atlanta, GA 30310, USA
| | - Timothy Vartanian
- Weill Cornell Medicine, Brain and Mind Research Institute, New York, NY 10065, USA
| | - Nancy Monson
- University of Texas Southwestern Medical Center, O’Donnell Brain Institute, Dallas, TX 75390, USA
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148
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Logue MW, Dasgupta S, Farrer LA. Genetics of Alzheimer's Disease in the African American Population. J Clin Med 2023; 12:5189. [PMID: 37629231 PMCID: PMC10455208 DOI: 10.3390/jcm12165189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/02/2023] [Accepted: 08/06/2023] [Indexed: 08/27/2023] Open
Abstract
Black/African American (AA) individuals have a higher risk of Alzheimer's disease (AD) than White non-Hispanic persons of European ancestry (EUR) for reasons that may include economic disparities, cardiovascular health, quality of education, and biases in the methods used to diagnose AD. AD is also heritable, and some of the differences in risk may be due to genetics. Many AD-associated variants have been identified by candidate gene studies, genome-wide association studies (GWAS), and genome-sequencing studies. However, most of these studies have been performed using EUR cohorts. In this paper, we review the genetics of AD and AD-related traits in AA individuals. Importantly, studies of genetic risk factors in AA cohorts can elucidate the molecular mechanisms underlying AD risk in AA and other populations. In fact, such studies are essential to enable reliable precision medicine approaches in persons with considerable African ancestry. Furthermore, genetic studies of AA cohorts allow exploration of the ways the impact of genes can vary by ancestry, culture, and economic and environmental disparities. They have yielded important gains in our knowledge of AD genetics, and increasing AA individual representation within genetic studies should remain a priority for inclusive genetic study design.
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Affiliation(s)
- Mark W. Logue
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, MA 02130, USA;
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
- Department of Medicine (Biomedical Genetics), Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA;
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
| | - Shoumita Dasgupta
- Department of Medicine (Biomedical Genetics), Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA;
- Department of Medical Sciences and Education, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Lindsay A. Farrer
- Department of Medicine (Biomedical Genetics), Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA;
- Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
- Department of Ophthalmology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
- Alzheimer’s Disease Research Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
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149
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Sussman JB, Whitney RT, Burke JF, Hayward RA, Galecki A, Sidney S, Allen NB, Gottesman RF, Heckbert SR, Longstreth WT, Psaty BM, Elkind MSV, Levine DA. Prediction of Multiple Individual Primary Cardiovascular Events Using Pooled Cohorts. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.01.23293525. [PMID: 37577693 PMCID: PMC10418299 DOI: 10.1101/2023.08.01.23293525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Introduction Most current clinical risk prediction scores for cardiovascular disease prevention use a composite outcome. Risk prediction scores for specific cardiovascular events could identify people who are at higher risk for some events than others informing personalized care and trial recruitment. We sought to predict risk for multiple different events, describe how those risks differ, and examine if these differences could improve treatment priorities. Methods We used participant-level data from five cohort studies. We included participants between 40 and 79 years old who had no history of myocardial infarction (MI), stroke, or heart failure (HF). We made separate models to predict 10-year rates of first atherosclerotic cardiovascular disease (ASCVD), first fatal or nonfatal MI, first fatal or nonfatal stroke, new-onset HF, fatal ASCVD, fatal MI, fatal stroke, and all-cause mortality using established ASCVD risk factors. To limit overfitting, we used elastic net regularization with alpha = 0.75. We assessed the models for calibration, discrimination, and for correlations between predicted risks for different events. We also estimated the potential impact of varying treatment based on patients who are high risk for some ASCVD events, but not others. Results Our study included 24,505 people; 55.6% were women, and 20.7% were non-Hispanic Black. Our models had C-statistics between 0.75 for MI and 0.85 for HF, good calibration, and minimal overfitting. The models were least similar for fatal stroke and all MI (0.58). In 1,840 participants whose risk of MI but not stroke or all-cause mortality was in the top quartile, we estimate one blood pressure-lowering medication would have a 2.4% chance of preventing any ASCVD event per 10 years. A moderate-strength statin would have a 2.1% chance. In 1,039 participants who had top quartile risk of stroke but not MI or mortality, a blood pressure-lowering medication would have a 2.5% chance of preventing an event, but a moderate-strength statin, 1.6%. Conclusion We developed risk scores for eight key clinical events and found that cardiovascular risk varies somewhat for different clinical events. Future work could determine if tailoring decisions by risk of separate events can improve care.
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Affiliation(s)
- Jeremy B Sussman
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Rachael T Whitney
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - James F Burke
- Department of Neurology, The Ohio State University, Columbus, OH
| | - Rodney A Hayward
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Andrzej Galecki
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Stephen Sidney
- Kaiser Permanente Northern California Division of Research, Oakland, CA
| | - Norrina Bai Allen
- Department of Internal Medicine, Northwestern University, Chicago, IL
| | | | - Susan R Heckbert
- Department of Epidemiology, University of Washington, Seattle, WA
| | - William T Longstreth
- Department of Epidemiology, University of Washington, Seattle, WA
- Department of Neurology, University of Washington, Seattle, WA
| | - Bruce M Psaty
- Department of Epidemiology, University of Washington, Seattle, WA
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA
- Department of Health Systems and Population Health, University of Washington, Seattle, WA
| | - Mitchell S V Elkind
- Department of Neurology, Vagelos College of Physicians and Surgeons, and Department of Epidemiology, Mailman School of Public Health, Columbia University, New York City, NY
| | - Deborah A Levine
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
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150
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Alzoubaidi M, Jamous F. Getting sleep against all odds. J Clin Sleep Med 2023; 19:1387-1388. [PMID: 37259889 PMCID: PMC10394360 DOI: 10.5664/jcsm.10676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 05/31/2023] [Indexed: 06/02/2023]
Affiliation(s)
- Mohammed Alzoubaidi
- Northwestern Medical Group, Northwestern Medicine–Lake Forest Hospital, Lake Forest, Illinois
| | - Fady Jamous
- Avera McKennan Hospital and University Health Center, Sioux Falls, South Dakota
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