1
|
Mohottige D. Paving a Path to Equity in Cardiorenal Care. Semin Nephrol 2024; 44:151519. [PMID: 38960842 DOI: 10.1016/j.semnephrol.2024.151519] [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] [Indexed: 07/05/2024]
Abstract
Cardiorenal syndrome encompasses a dynamic interplay between cardiovascular and kidney disease, and its prevention requires careful examination of multiple predisposing underlying conditions. The unequal distribution of diabetes, heart failure, hypertension, and kidney disease requires special attention because of the influence of these conditions on cardiorenal disease. Despite growing evidence regarding the benefits of disease-modifying agents (e.g., sodium-glucose cotransporter 2 inhibitors) for cardiovascular, kidney, and metabolic (CKM) disease, significant disparities remain in access to and utilization of these essential therapeutics. Multilevel barriers impeding their use require multisector interventions that address patient, provider, and health system-tailored strategies. Burgeoning literature also describes the critical role of unequal social determinants of health, or the sociopolitical contexts in which people live and work, in cardiorenal risk factors, including heart failure, diabetes, and chronic kidney disease. This review outlines (i) inequality in the burden and treatment of hypertension, type 2 diabetes, and heart failure; (ii) disparities in the use of key disease-modifying therapies for CKM diseases; and (iii) multilevel barriers and solutions to achieve greater pharmacoequity in the use of disease-modifying therapies. In addition, this review provides summative evidence regarding the role of unequal social determinants of health in cardiorenal health disparities, further outlining potential considerations for future research and intervention. As proposed in the 2023 American Heart Association presidential advisory on CKM health, a paradigm shift will be needed to achieve cardiorenal health equity. Through a deeper understanding of CKM health and a commitment to equity in the prevention, detection, and treatment of CKM disease, we can achieve this critical goal.
Collapse
Affiliation(s)
- Dinushika Mohottige
- Institute for Health Equity Research, Department of Population Health, Icahn School of Medicine at Mount Sinai, New York, NY; Barbara T. Murphy Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
| |
Collapse
|
2
|
Kamga KK, Fonkam MP, Nguefack S, Wonkam A. Navigating the Genetic Frontier for the Integration of Genetic Services into African Healthcare Systems: A scoping review. RESEARCH SQUARE 2024:rs.3.rs-3978686. [PMID: 38464219 PMCID: PMC10925396 DOI: 10.21203/rs.3.rs-3978686/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Background The integration of genetic services into African healthcare systems is a multifaceted endeavor marked by both obstacles and prospects. This study aims to furnish evidence-based recommendations for policymakers and healthcare entities to facilitate the effective assimilation of genetic services within African healthcare systems. Methods Employing a scoping review methodology, we scrutinized peer-reviewed studies spanning from 2003 to 2023, sourced from PubMed, Scopus, and Africa-wide databases. Our analysis drew upon eight pertinent research studies conducted between 2016 and 2023, encompassing diverse genetic topics across six African nations, namely Cameroon, Kenya, Nigeria, Rwanda, South Africa, and Tanzania. Results The reviewed studies underscored numerous challenges hindering the implementation of genetic services in African healthcare systems. These obstacles encompassed deficiencies in disease awareness and education, impediments to genetic testing, resource scarcities, ethical quandaries, and issues related to follow-up and retention. Nevertheless, the authors also identified opportunities and strategies conducive to successful integration, emphasizing proactive measures such as community engagement, advocacy, and the fostering of supportive networks. Conclusion The integration of genetic services in Africa holds promise for enhancing healthcare outcomes but also poses challenges and opportunities for healthcare and biotechnology enterprises. To address gaps in disease awareness, we advocate for healthcare providers to invest in educational initiatives, forge partnerships with local institutions, and leverage digital platforms. Furthermore, we urge businesses to innovate and devise cost-effective genetic testing models while establishing online forums to promote dialogue and contribute positively to African healthcare.
Collapse
|
3
|
Clayton EW, Smith ME, Anderson KC, Chung WK, Connolly JJ, Fullerton SM, McGowan ML, Peterson JF, Prows CA, Sabatello M, Holm IA. Studying the impact of translational genomic research: Lessons from eMERGE. Am J Hum Genet 2023; 110:1021-1033. [PMID: 37343562 PMCID: PMC10357472 DOI: 10.1016/j.ajhg.2023.05.011] [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: 03/31/2023] [Revised: 05/22/2023] [Accepted: 05/23/2023] [Indexed: 06/23/2023] Open
Abstract
Two major goals of the Electronic Medical Record and Genomics (eMERGE) Network are to learn how best to return research results to patient/participants and the clinicians who care for them and also to assess the impact of placing these results in clinical care. Yet since its inception, the Network has confronted a host of challenges in achieving these goals, many of which had ethical, legal, or social implications (ELSIs) that required consideration. Here, we share impediments we encountered in recruiting participants, returning results, and assessing their impact, all of which affected our ability to achieve the goals of eMERGE, as well as the steps we took to attempt to address these obstacles. We divide the domains in which we experienced challenges into four broad categories: (1) study design, including recruitment of more diverse groups; (2) consent; (3) returning results to participants and their health care providers (HCPs); and (4) assessment of follow-up care of participants and measuring the impact of research on participants and their families. Since most phases of eMERGE have included children as well as adults, we also address the particular ELSI posed by including pediatric populations in this research. We make specific suggestions for improving translational genomic research to ensure that future projects can effectively return results and assess their impact on patient/participants and providers if the goals of genomic-informed medicine are to be achieved.
Collapse
Affiliation(s)
- Ellen Wright Clayton
- Center for Biomedical Ethics and Society, Departments of Pediatrics and Health Policy, Vanderbilt University Medical Center, Nashville, TN 37203, USA.
| | - Maureen E Smith
- Department of Medicine, Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Katherine C Anderson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY 10032, USA
| | - John J Connolly
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Stephanie M Fullerton
- Department of Bioethics & Humanities, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Michelle L McGowan
- Biomedical Ethics Research Program, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA; Department of Women's, Gender, and Sexuality Studies, University of Cincinnati, Cincinnati, OH 45221, USA
| | - Josh F Peterson
- Center for Precision Medicine, Department of Biomedical Informatics, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Cynthia A Prows
- Divisions of Human Genetics and Patient Services, Cincinnati Children's Hospital, Cincinnati, OH 45229, USA
| | - Maya Sabatello
- Center for Precision Medicine & Genomics, Department of Medicine, and Division of Ethics, Department of Medical Humanities & Ethics Columbia University Vagelos College of Physicians and Surgeons, NY, NY 10032, USA
| | - Ingrid A Holm
- Division of Genetics and Genomics, Boston Children's Hospital; Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
| |
Collapse
|
4
|
Iltis AS, Rolf L, Yaeger L, Goodman MS, DuBois JM. Attitudes and beliefs regarding race-targeted genetic testing of Black people: A systematic review. J Genet Couns 2023; 32:435-461. [PMID: 36644818 PMCID: PMC10349658 DOI: 10.1002/jgc4.1653] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 10/25/2022] [Accepted: 10/28/2022] [Indexed: 01/17/2023]
Abstract
Geographical ancestry has been associated with an increased risk of various genetic conditions. Race and ethnicity often have been used as proxies for geographical ancestry. Despite numerous problems associated with the crude reliance on race and ethnicity as proxies for geographical ancestry, some genetic testing in the clinical, research, and employment settings has been and continues to be race- or ethnicity-based. Race-based or race-targeted genetic testing refers to genetic testing offered only or primarily to people of particular racial or ethnic groups because of presumed differences among groups. One current example is APOL1 testing of Black kidney donors. Race-based genetic testing raises numerous ethical and policy questions. Given the ongoing reliance on the Black race in genetic testing, it is important to understand the views of people who identify as Black or are identified as Black (including African American, Afro-Caribbean, and Hispanic Black) regarding race-based genetic testing that targets Black people because of their race. We conducted a systematic review of studies and reports of stakeholder-engaged projects that examined how people who identify as or are identified as Black perceive genetic testing that specifically presumes genetic differences exist among racial groups or uses race as a surrogate for ancestral genetic variation and targets Black people. Our review identified 14 studies that explicitly studied this question and another 13 that implicitly or tacitly studied this matter. We found four main factors that contribute to a positive attitude toward race-targeted genetic testing (facilitators) and eight main factors that are associated with concerns regarding race-targeted genetic testing (barriers). This review fills an important gap. These findings should inform future genetic research and the policies and practices developed in clinical, research, public health, or other settings regarding genetic testing.
Collapse
Affiliation(s)
| | - Liz Rolf
- Washington University in St. Louis School of Medicine
| | - Lauren Yaeger
- Washington University in St. Louis School of Medicine
| | | | | |
Collapse
|
5
|
Sebastin M, Odgis JA, Suckiel SA, Bonini KE, Di Biase M, Brown K, Marathe P, Kelly NR, Ramos MA, Rodriguez JE, Aguiñiga KL, Lopez J, Maria E, Rodriguez MA, Yelton NM, Cunningham-Rundles C, Gallagher K, McDonald TV, McGoldrick PE, Robinson M, Rubinstein A, Shulman LH, Wolf SM, Yozawitz E, Zinberg RE, Abul-Husn NS, Bauman LJ, Diaz GA, Ferket BS, Greally JM, Jobanputra V, Gelb BD, Horowitz CR, Kenny EE, Wasserstein MP. The TeleKidSeq pilot study: incorporating telehealth into clinical care of children from diverse backgrounds undergoing whole genome sequencing. Pilot Feasibility Stud 2023; 9:47. [PMID: 36949526 PMCID: PMC10031704 DOI: 10.1186/s40814-023-01259-5] [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: 10/18/2021] [Accepted: 02/02/2023] [Indexed: 03/24/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic forced healthcare institutions and many clinical research programs to adopt telehealth modalities in order to mitigate viral spread. With the expanded use of telehealth, there is the potential to increase access to genomic medicine to medically underserved populations, yet little is known about how best to communicate genomic results via telehealth while also ensuring equitable access. NYCKidSeq, a multi-institutional clinical genomics research program in New York City, launched the TeleKidSeq pilot study to assess alternative forms of genomic communication and telehealth service delivery models with families from medically underserved populations. METHODS We aim to enroll 496 participants between 0 and 21 years old to receive clinical genome sequencing. These individuals have a neurologic, cardiovascular, and/or immunologic disease. Participants will be English- or Spanish-speaking and predominantly from underrepresented groups who receive care in the New York metropolitan area. Prior to enrollment, participants will be randomized to either genetic counseling via videoconferencing with screen-sharing or genetic counseling via videoconferencing without screen-sharing. Using surveys administered at baseline, results disclosure, and 6-months post-results disclosure, we will evaluate the impact of the use of screen-sharing on participant understanding, satisfaction, and uptake of medical recommendations, as well as the psychological and socioeconomic implications of obtaining genome sequencing. Clinical utility, cost, and diagnostic yield of genome sequencing will also be assessed. DISCUSSION The TeleKidSeq pilot study will contribute to innovations in communicating genomic test results to diverse populations through telehealth technology. In conjunction with NYCKidSeq, this work will inform best practices for the implementation of genomic medicine in diverse, English- and Spanish-speaking populations.
Collapse
Affiliation(s)
- Monisha Sebastin
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Jacqueline A Odgis
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sabrina A Suckiel
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katherine E Bonini
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Miranda Di Biase
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Kaitlyn Brown
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Priya Marathe
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicole R Kelly
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Michelle A Ramos
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jessica E Rodriguez
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Karla López Aguiñiga
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jessenia Lopez
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Estefany Maria
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Michelle A Rodriguez
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicole M Yelton
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Charlotte Cunningham-Rundles
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katie Gallagher
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Thomas V McDonald
- Department of Medicine (Cardiology), Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Patricia E McGoldrick
- Department of Pediatrics, Division of Child Neurology, New York Medical College, Valhalla, NY, USA
- Pediatric Neurology, Boston Children's Health Physicians/Maria Fareri Children's Hospital, Hawthorne, NY, USA
| | | | - Arye Rubinstein
- Department of Allergy and Immunology, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Lisa H Shulman
- Department of Pediatrics, Division of Developmental Medicine, Rose F. Kennedy Children's Evaluation & Rehabilitation Center at Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Steven M Wolf
- Department of Pediatrics, Division of Child Neurology, New York Medical College, Valhalla, NY, USA
- Pediatric Neurology, Boston Children's Health Physicians/Maria Fareri Children's Hospital, Hawthorne, NY, USA
| | - Elissa Yozawitz
- Isabelle Rapin Division of Child Neurology of the Saul R Korey Department of Neurology at Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Pediatrics, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Randi E Zinberg
- Department of Genetics and Genomic Sciences , Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Noura S Abul-Husn
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences , Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Laurie J Bauman
- Department of Pediatrics, Division of Ambulatory Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - George A Diaz
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences , Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bart S Ferket
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John M Greally
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA
| | - Vaidehi Jobanputra
- Molecular Diagnostics, New York Genome Center, New York, NY, USA
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, USA
| | - Bruce D Gelb
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences , Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Carol R Horowitz
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Eimear E Kenny
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences , Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Melissa P Wasserstein
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, 3411 Wayne Ave, 9th Floor, Bronx, NY, 10467, USA.
| |
Collapse
|
6
|
Giudicelli GC, De Souza CMB, Veronese FV, Pereira LV, Hünemeier T, Vianna FSL. Precision medicine implementation challenges for APOL1 testing in chronic kidney disease in admixed populations. Front Genet 2022; 13:1016341. [PMID: 36588788 PMCID: PMC9797503 DOI: 10.3389/fgene.2022.1016341] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
Chronic Kidney Disease (CKD) is a public health problem that presents genetic and environmental risk factors. Two alleles in the Apolipoprotein L1 (APOL1) gene were associated with chronic kidney disease; these alleles are common in individuals of African ancestry but rare in European descendants. Genomic studies on Afro-Americans have indicated a higher prevalence and severity of chronic kidney disease in people of African ancestry when compared to other ethnic groups. However, estimates in low- and middle-income countries are still limited. Precision medicine approaches could improve clinical outcomes in carriers of risk alleles in the Apolipoprotein L1 gene through early diagnosis and specific therapies. Nevertheless, to enhance the definition of studies on these variants, it would be necessary to include individuals with different ancestry profiles in the sample, such as Latinos, African Americans, and Indigenous peoples. There is evidence that measuring genetic ancestry improves clinical care for admixed people. For chronic kidney disease, this knowledge could help establish public health strategies for monitoring patients and understanding the impact of the Apolipoprotein L1 genetic variants in admixed populations. Therefore, researchers need to develop resources, methodologies, and incentives for vulnerable and disadvantaged communities, to develop and implement precision medicine strategies and contribute to consolidating diversity in science and precision medicine in clinical practice.
Collapse
Affiliation(s)
- Giovanna Câmara Giudicelli
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil
- Laboratório de Medicina Genômica, Centro de Pesquisa Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Instituto Nacional de Ciência e Tecnologia de Genética Médica Populacional, Porto Alegre, RS, Brazil
| | - Celia Mariana Barbosa De Souza
- Departamento de Nefrologia, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Programa de Pós-graduação em Medicina: Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Francisco Veríssimo Veronese
- Departamento de Nefrologia, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Programa de Pós-graduação em Medicina: Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Lygia V. Pereira
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Tábita Hünemeier
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil
- Institut de Biologia Evolutiva, CSIC/Universitat Pompeu Fabra, Barcelona, Spain
| | - Fernanda Sales Luiz Vianna
- Laboratório de Medicina Genômica, Centro de Pesquisa Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Instituto Nacional de Ciência e Tecnologia de Genética Médica Populacional, Porto Alegre, RS, Brazil
- Departamento de Genética, Instituto de Biociências, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
- Programa de Medicina Personalizada Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
| |
Collapse
|
7
|
Eadon MT, Cavanaugh KL, Orlando LA, Christian D, Chakraborty H, Steen-Burrell KA, Merrill P, Seo J, Hauser D, Singh R, Beasley CM, Fuloria J, Kitzman H, Parker AS, Ramos M, Ong HH, Elwood EN, Lynch SE, Clermont S, Cicali EJ, Starostik P, Pratt VM, Nguyen KA, Rosenman MB, Calman NS, Robinson M, Nadkarni GN, Madden EB, Kucher N, Volpi S, Dexter PR, Skaar TC, Johnson JA, Cooper-DeHoff RM, Horowitz CR. Design and rationale of GUARDD-US: A pragmatic, randomized trial of genetic testing for APOL1 and pharmacogenomic predictors of antihypertensive efficacy in patients with hypertension. Contemp Clin Trials 2022; 119:106813. [PMID: 35660539 PMCID: PMC9928488 DOI: 10.1016/j.cct.2022.106813] [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: 02/16/2022] [Revised: 05/25/2022] [Accepted: 05/30/2022] [Indexed: 11/28/2022]
Abstract
RATIONALE AND OBJECTIVE APOL1 risk alleles are associated with increased cardiovascular and chronic kidney disease (CKD) risk. It is unknown whether knowledge of APOL1 risk status motivates patients and providers to attain recommended blood pressure (BP) targets to reduce cardiovascular disease. STUDY DESIGN Multicenter, pragmatic, randomized controlled clinical trial. SETTING AND PARTICIPANTS 6650 individuals with African ancestry and hypertension from 13 health systems. INTERVENTION APOL1 genotyping with clinical decision support (CDS) results are returned to participants and providers immediately (intervention) or at 6 months (control). A subset of participants are re-randomized to pharmacogenomic testing for relevant antihypertensive medications (pharmacogenomic sub-study). CDS alerts encourage appropriate CKD screening and antihypertensive agent use. OUTCOMES Blood pressure and surveys are assessed at baseline, 3 and 6 months. The primary outcome is change in systolic BP from enrollment to 3 months in individuals with two APOL1 risk alleles. Secondary outcomes include new diagnoses of CKD, systolic blood pressure at 6 months, diastolic BP, and survey results. The pharmacogenomic sub-study will evaluate the relationship of pharmacogenomic genotype and change in systolic BP between baseline and 3 months. RESULTS To date, the trial has enrolled 3423 participants. CONCLUSIONS The effect of patient and provider knowledge of APOL1 genotype on systolic blood pressure has not been well-studied. GUARDD-US addresses whether blood pressure improves when patients and providers have this information. GUARDD-US provides a CDS framework for primary care and specialty clinics to incorporate APOL1 genetic risk and pharmacogenomic prescribing in the electronic health record. TRIAL REGISTRATION ClinicalTrials.govNCT04191824.
Collapse
Affiliation(s)
- Michael T Eadon
- Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | | | - Lori A Orlando
- Duke University School of Medicine, Durham, NC 27720, USA
| | - David Christian
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Hrishikesh Chakraborty
- Duke University School of Medicine, Durham, NC 27720, USA; Duke Clinical Research Institute, Durham, NC 27720, USA
| | | | - Peter Merrill
- Duke Clinical Research Institute, Durham, NC 27720, USA
| | - Janet Seo
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Diane Hauser
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Institute for Family Health, New York, NY 10029, USA
| | - Rajbir Singh
- Meharry Medical College, Nashville, TN 37208, USA
| | - Cherry Maynor Beasley
- McKenzie-Elliott School of Nursing, University of North Carolina at Pembroke, Pembroke, NC 28372, USA
| | - Jyotsna Fuloria
- Office of Research, University Medical Center New Orleans, New Orleans, LA 70112, USA
| | - Heather Kitzman
- Baylor Scott & White Health, Baylor University, Robbins Institute for Health Policy & Leadership, Dallas, TX 75246, USA
| | - Alexander S Parker
- University of Florida College of Medicine - Jacksonville, Jacksonville, FL 32209, USA
| | - Michelle Ramos
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Henry H Ong
- Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Erica N Elwood
- University of Florida, College of Pharmacy, Gainesville, FL 32610, USA
| | - Sheryl E Lynch
- Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Sabrina Clermont
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Emily J Cicali
- University of Florida, College of Pharmacy, Gainesville, FL 32610, USA
| | - Petr Starostik
- University of Florida, College of Medicine, Gainesville, FL 32610, USA
| | - Victoria M Pratt
- Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Khoa A Nguyen
- University of Florida, College of Pharmacy, Gainesville, FL 32610, USA
| | - Marc B Rosenman
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Neil S Calman
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Institute for Family Health, New York, NY 10029, USA
| | | | - Girish N Nadkarni
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ebony B Madden
- Division of Genomic Medicine, National Human Genome Research Institute, Bethesda, MD 20892, USA
| | - Natalie Kucher
- Division of Genomic Medicine, National Human Genome Research Institute, Bethesda, MD 20892, USA
| | - Simona Volpi
- Division of Genomic Medicine, National Human Genome Research Institute, Bethesda, MD 20892, USA
| | - Paul R Dexter
- Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Todd C Skaar
- Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Julie A Johnson
- University of Florida, College of Pharmacy, Gainesville, FL 32610, USA
| | | | - Carol R Horowitz
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| |
Collapse
|
8
|
Nadkarni GN, Fei K, Ramos MA, Hauser D, Bagiella E, Ellis SB, Sanderson S, Scott SA, Sabin T, Madden E, Cooper R, Pollak M, Calman N, Bottinger EP, Horowitz CR. Effects of Testing and Disclosing Ancestry-Specific Genetic Risk for Kidney Failure on Patients and Health Care Professionals: A Randomized Clinical Trial. JAMA Netw Open 2022; 5:e221048. [PMID: 35244702 PMCID: PMC8897752 DOI: 10.1001/jamanetworkopen.2022.1048] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
IMPORTANCE Risk variants in the apolipoprotein L1 (APOL1 [OMIM 603743]) gene on chromosome 22 are common in individuals of West African ancestry and confer increased risk of kidney failure for people with African ancestry and hypertension. Whether disclosing APOL1 genetic testing results to patients of African ancestry and their clinicians affects blood pressure, kidney disease screening, or patient behaviors is unknown. OBJECTIVE To determine the effects of testing and disclosing APOL1 genetic results to patients of African ancestry with hypertension and their clinicians. DESIGN, SETTING, AND PARTICIPANTS This pragmatic randomized clinical trial randomly assigned 2050 adults of African ancestry with hypertension and without existing chronic kidney disease in 2 US health care systems from November 1, 2014, through November 28, 2016; the final date of follow-up was January 16, 2018. Patients were randomly assigned to undergo immediate (intervention) or delayed (waiting list control group) APOL1 testing in a 7:1 ratio. Statistical analysis was performed from May 1, 2018, to July 31, 2020. INTERVENTIONS Patients randomly assigned to the intervention group received APOL1 genetic testing results from trained staff; their clinicians received results through clinical decision support in electronic health records. Waiting list control patients received the results after their 12-month follow-up visit. MAIN OUTCOMES AND MEASURES Coprimary outcomes were the change in 3-month systolic blood pressure and 12-month urine kidney disease screening comparing intervention patients with high-risk APOL1 genotypes and those with low-risk APOL1 genotypes. Secondary outcomes compared these outcomes between intervention group patients with high-risk APOL1 genotypes and controls. Exploratory analyses included psychobehavioral factors. RESULTS Among 2050 randomly assigned patients (1360 women [66%]; mean [SD] age, 53 [10] years), the baseline mean (SD) systolic blood pressure was significantly higher in patients with high-risk APOL1 genotypes vs those with low-risk APOL1 genotypes and controls (137 [21] vs 134 [19] vs 133 [19] mm Hg; P = .003 for high-risk vs low-risk APOL1 genotypes; P = .001 for high-risk APOL1 genotypes vs controls). At 3 months, the mean (SD) change in systolic blood pressure was significantly greater in patients with high-risk APOL1 genotypes vs those with low-risk APOL1 genotypes (6 [18] vs 3 [18] mm Hg; P = .004) and controls (6 [18] vs 3 [19] mm Hg; P = .01). At 12 months, there was a 12% increase in urine kidney disease testing among patients with high-risk APOL1 genotypes (from 39 of 234 [17%] to 68 of 234 [29%]) vs a 6% increase among those with low-risk APOL1 genotypes (from 278 of 1561 [18%] to 377 of 1561 [24%]; P = .10) and a 7% increase among controls (from 33 of 255 [13%] to 50 of 255 [20%]; P = .01). In response to testing, patients with high-risk APOL1 genotypes reported more changes in lifestyle (a subjective measure that included better dietary and exercise habits; 129 of 218 [59%] vs 547 of 1468 [37%]; P < .001) and increased blood pressure medication use (21 of 218 [10%] vs 68 of 1468 [5%]; P = .005) vs those with low-risk APOL1 genotypes; 1631 of 1686 (97%) declared they would get tested again. CONCLUSIONS AND RELEVANCE In this randomized clinical trial, disclosing APOL1 genetic testing results to patients of African ancestry with hypertension and their clinicians was associated with a greater reduction in systolic blood pressure, increased kidney disease screening, and positive self-reported behavior changes in those with high-risk genotypes. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02234063.
Collapse
Affiliation(s)
- Girish N. Nadkarni
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kezhen Fei
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Michelle A. Ramos
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Emilia Bagiella
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Stephen B. Ellis
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Saskia Sanderson
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Stuart A. Scott
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Sema4, A Mount Sinai Venture, Stamford, Connecticut
| | - Tatiana Sabin
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ebony Madden
- National Human Genome Research Institute, Bethesda, Maryland
| | - Richard Cooper
- Department of Public Health Sciences, Loyola University Medical School, Maywood, Illinois
| | - Martin Pollak
- Division of Nephrology, Harvard Medical School, Boston, Massachusetts
| | - Neil Calman
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, New York
- Institute for Family Health, New York, New York
| | - Erwin P. Bottinger
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- Digital Health Center, Hasso Plattner Institute, Potsdam, Germany
| | - Carol R. Horowitz
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, New York
| |
Collapse
|
9
|
Clinical implementation of drug metabolizing gene-based therapeutic interventions worldwide. Hum Genet 2021; 141:1137-1157. [PMID: 34599365 DOI: 10.1007/s00439-021-02369-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 09/09/2021] [Indexed: 02/05/2023]
Abstract
Over the last few years, the field of pharmacogenomics has gained considerable momentum. The advances of new genomics and bioinformatics technologies propelled pharmacogenomics towards its implementation in the clinical setting. Since 2007, and especially the last-5 years, many studies have focused on the clinical implementation of pharmacogenomics while identifying obstacles and proposed strategies and approaches for overcoming them in the real world of primary care as well as outpatients and inpatients clinics. Here, we outline the recent pharmacogenomics clinical implementation projects and provide details of the study designs, including the most predominant and innovative, as well as clinical studies worldwide that focus on outpatients and inpatient clinics, and primary care. According to these studies, pharmacogenomics holds promise for improving patients' health in terms of efficacy and toxicity, as well as in their overall quality of life, while simultaneously can contribute to the minimization of healthcare expenditure.
Collapse
|
10
|
Lindberg NM, Gutierrez AM, Mittendorf KF, Ramos MA, Anguiano B, Angelo F, Joseph G. Creating accessible Spanish language materials for Clinical Sequencing Evidence-Generating Research consortium genomic projects: challenges and lessons learned. Per Med 2021; 18:441-454. [PMID: 34448595 PMCID: PMC8438935 DOI: 10.2217/pme-2020-0075] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 05/26/2021] [Indexed: 01/31/2023]
Abstract
Aim: To increase Spanish speakers' representation in genomics research, accessible study materials on genetic topics must be made available in Spanish. Materials & methods: The Clinical Sequencing Evidence-Generating Research consortium is evaluating genome sequencing for underserved populations. All sites needed Spanish translation of recruitment materials, surveys and return of results. Results: We describe our process for translating site-specific materials, as well as shared measures across sites, to inform future efforts to engage Spanish speakers in research. Conclusion: In translating and adapting study materials for roughly 1000 Spanish speakers across the USA, and harmonizing translated measures across diverse sites, we overcame numerous challenges. Translation should be performed by professionals. Studies must allocate sufficient time, effort and budget to translate and adapt participant materials.
Collapse
Affiliation(s)
- Nangel M Lindberg
- Kaiser Permanente Northwest Center for Health Research, 3800 N. Interstate Ave, Portland, OR 97227, USA
| | - Amanda M Gutierrez
- Baylor College of Medicine Center for Medical Ethics & Health Policy, One Baylor Plaza, Suite 310D, Houston, TX 77030, USA
| | - Kathleen F Mittendorf
- Kaiser Permanente Northwest Center for Health Research, 3800 N. Interstate Ave, Portland, OR 97227, USA
| | - Michelle A Ramos
- Department of Population Health Science & Policy Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1077, New York, NY 10029, USA
| | - Beatriz Anguiano
- University of California, San Francisco (UCSF) Program in Bioethics, 3333 California Ave (suite 340), San Francisco, CA 94606, USA
| | - Frank Angelo
- CSER Coordinating Center, University of Washington, Division of Medical Genetics, Health Sciences Building, K-253 Box 357720 Seattle, WA 98195, USA
| | - Galen Joseph
- University of California San Francisco Department of Humanities & Social Sciences, 1450 3rd Street, Rm. 551 San Francisco, CA 94143, USA
| |
Collapse
|
11
|
Freedman BI, Burke W, Divers J, Eberhard L, Gadegbeku CA, Gbadegesin R, Hall ME, Jones-Smith T, Knight R, Kopp JB, Kovesdy CP, Norris KC, Olabisi OA, Roberts GV, Sedor JR, Blacksher E. Diagnosis, Education, and Care of Patients with APOL1-Associated Nephropathy: A Delphi Consensus and Systematic Review. J Am Soc Nephrol 2021; 32:1765-1778. [PMID: 33853887 PMCID: PMC8425659 DOI: 10.1681/asn.2020101399] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 02/12/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND APOL1 variants contribute to the markedly higher incidence of ESKD in Blacks compared with Whites. Genetic testing for these variants in patients with African ancestry who have nephropathy is uncommon, and no specific treatment or management protocol for APOL1-associated nephropathy currently exists. METHODS A multidisciplinary, racially diverse group of 14 experts and patient advocates participated in a Delphi consensus process to establish practical guidance for clinicians caring for patients who may have APOL1-associated nephropathy. Consensus group members took part in three anonymous voting rounds to develop consensus statements relating to the following: (1) counseling, genotyping, and diagnosis; (2) disease awareness and education; and (3) a vision for management of APOL1-associated nephropathy in a future when treatment is available. A systematic literature search of the MEDLINE and Embase databases was conducted to identify relevant evidence published from January 1, 2009 to July 14, 2020. RESULTS The consensus group agreed on 55 consensus statements covering such topics as demographic and clinical factors that suggest a patient has APOL1-associated nephropathy, as well as key considerations for counseling, testing, and diagnosis in current clinical practice. They achieved consensus on the need to increase awareness among key stakeholders of racial health disparities in kidney disease and of APOL1-associated nephropathy and on features of a successful education program to raise awareness among the patient community. The group also highlighted the unmet need for a specific treatment and agreed on best practice for management of these patients should a treatment become available. CONCLUSIONS A multidisciplinary group of experts and patient advocates defined consensus-based guidance on the care of patients who may have APOL1-associated nephropathy.
Collapse
Affiliation(s)
- Barry I. Freedman
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Wylie Burke
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington
| | - Jasmin Divers
- Division of Health Services Research, Department of Foundations of Medicine, New York University Long Island School of Medicine and Winthrop Research Institute, Mineola, New York
| | | | - Crystal A. Gadegbeku
- Department of Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania
| | - Rasheed Gbadegesin
- Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina
| | - Michael E. Hall
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
| | | | | | - Jeffrey B. Kopp
- Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Csaba P. Kovesdy
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Keith C. Norris
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles Medical Center, University of California, Los Angeles, California
| | - Opeyemi A. Olabisi
- Department of Medicine, Duke Molecular Physiology Institute, Durham, North Carolina
| | - Glenda V. Roberts
- Kidney Research Institute/Center for Dialysis Innovation, University of Washington, Seattle, Washington
| | - John R. Sedor
- Department of Nephrology and Hypertension, Glickman Urology and Kidney Institute, Cleveland Clinic, Cleveland, Ohio
- Department of Immunology and Inflammation, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Erika Blacksher
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington
| |
Collapse
|
12
|
Duello TM, Rivedal S, Wickland C, Weller A. Race and genetics versus 'race' in genetics: A systematic review of the use of African ancestry in genetic studies. Evol Med Public Health 2021; 9:232-245. [PMID: 34815885 PMCID: PMC8604262 DOI: 10.1093/emph/eoab018] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 06/09/2021] [Indexed: 08/11/2023] Open
Abstract
Social scientists have long understood race to be a social category invented to justify slavery and evolutionary biologists know the socially constructed racial categories do not align with our biological understanding of genetic variation. The completion of the Human Genome Project in 2003 confirmed humans are 99.9% identical at the DNA level and there is no genetic basis for race. A systematic review of the PubMed medical literature published since 2003 was conducted to assess the use of African ancestry to denote study populations in genetic studies categorized as clinical trials, to examine the stated rationale for its use and to assess the use of evolutionary principles to explain human genetic diversity. We searched for papers that included the terms 'African', 'African American' or 'Black' in studies of behavior (20 papers), physiological responses, the pharmacokinetics of drugs and/or disease associations (62 papers), and as a genetic category in studies, including the examination of genotypes associated with life stress, pain, stuttering and drug clearance (126 papers). Of these, we identified 74 studies in which self-reported race alone or in combination with admixture mapping was used to define the study population. However, none of these studies provided a genetic explanation for the use of the self-identified race as a genetic category and only seven proffered evolutionary explanations of their data. The concept of continuous genetic variation was not clearly articulated in any of these papers, presumably due to the paucity of evolutionary science in the college and medical school curricula.
Collapse
Affiliation(s)
- Theresa M Duello
- Department of Obstetrics and Gynecology, School of
Medicine and Public Health, University of Wisconsin –
Madison, Madison, WI 53706, USA
| | - Shawna Rivedal
- Department of Obstetrics and Gynecology, School of
Medicine and Public Health, University of Wisconsin –
Madison, Madison, WI 53706, USA
| | - Colton Wickland
- Department of Obstetrics and Gynecology, School of
Medicine and Public Health, University of Wisconsin –
Madison, Madison, WI 53706, USA
| | - Annika Weller
- Department of Obstetrics and Gynecology, School of
Medicine and Public Health, University of Wisconsin –
Madison, Madison, WI 53706, USA
| |
Collapse
|
13
|
Schneider TM, Eadon MT, Cooper-DeHoff RM, Cavanaugh KL, Nguyen KA, Arwood MJ, Tillman EM, Pratt VM, Dexter PR, McCoy AB, Orlando LA, Scott SA, Nadkarni GN, Horowitz CR, Kannry JL. Multi-Institutional Implementation of Clinical Decision Support for APOL1, NAT2, and YEATS4 Genotyping in Antihypertensive Management. J Pers Med 2021; 11:jpm11060480. [PMID: 34071920 PMCID: PMC8226809 DOI: 10.3390/jpm11060480] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/21/2021] [Accepted: 05/25/2021] [Indexed: 01/13/2023] Open
Abstract
(1) Background: Clinical decision support (CDS) is a vitally important adjunct to the implementation of pharmacogenomic-guided prescribing in clinical practice. A novel CDS was sought for the APOL1, NAT2, and YEATS4 genes to guide optimal selection of antihypertensive medications among the African American population cared for at multiple participating institutions in a clinical trial. (2) Methods: The CDS committee, made up of clinical content and CDS experts, developed a framework and contributed to the creation of the CDS using the following guiding principles: 1. medical algorithm consensus; 2. actionability; 3. context-sensitive triggers; 4. workflow integration; 5. feasibility; 6. interpretability; 7. portability; and 8. discrete reporting of lab results. (3) Results: Utilizing the principle of discrete patient laboratory and vital information, a novel CDS for APOL1, NAT2, and YEATS4 was created for use in a multi-institutional trial based on a medical algorithm consensus. The alerts are actionable and easily interpretable, clearly displaying the purpose and recommendations with pertinent laboratory results, vitals and links to ordersets with suggested antihypertensive dosages. Alerts were either triggered immediately once a provider starts to order relevant antihypertensive agents or strategically placed in workflow-appropriate general CDS sections in the electronic health record (EHR). Detailed implementation instructions were shared across institutions to achieve maximum portability. (4) Conclusions: Using sound principles, the created genetic algorithms were applied across multiple institutions. The framework outlined in this study should apply to other disease-gene and pharmacogenomic projects employing CDS.
Collapse
Affiliation(s)
- Thomas M. Schneider
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (C.R.H.); (J.L.K.)
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Correspondence:
| | - Michael T. Eadon
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (M.T.E.); (E.M.T.); (P.R.D.)
| | - Rhonda M. Cooper-DeHoff
- Center for Pharmacogenetics and Precision Medicine and Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida Gainesville, Gainesville, FL 32610, USA; (R.M.C.-D.); (K.A.N.); (M.J.A.)
- Division of Cardiovascular Medicine, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Kerri L. Cavanaugh
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA;
| | - Khoa A. Nguyen
- Center for Pharmacogenetics and Precision Medicine and Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida Gainesville, Gainesville, FL 32610, USA; (R.M.C.-D.); (K.A.N.); (M.J.A.)
| | - Meghan J. Arwood
- Center for Pharmacogenetics and Precision Medicine and Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida Gainesville, Gainesville, FL 32610, USA; (R.M.C.-D.); (K.A.N.); (M.J.A.)
| | - Emma M. Tillman
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (M.T.E.); (E.M.T.); (P.R.D.)
| | - Victoria M. Pratt
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA;
| | - Paul R. Dexter
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (M.T.E.); (E.M.T.); (P.R.D.)
| | - Allison B. McCoy
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37232, USA;
| | - Lori A. Orlando
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 101 Science Drive, Box 3382, Durham, NC 27708, USA;
| | - Stuart A. Scott
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
| | - Girish N. Nadkarni
- Department of Nephrology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
| | - Carol R. Horowitz
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (C.R.H.); (J.L.K.)
- Department of Population Health Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Joseph L. Kannry
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (C.R.H.); (J.L.K.)
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| |
Collapse
|
14
|
Odgis JA, Gallagher KM, Suckiel SA, Donohue KE, Ramos MA, Kelly NR, Bertier G, Blackburn C, Brown K, Fielding L, Lopez J, Aguiniga KL, Maria E, Rodriguez JE, Sebastin M, Teitelman N, Watnick D, Yelton NM, Abhyankar A, Abul-Husn NS, Baum A, Bauman LJ, Beal JC, Bloom T, Cunningham-Rundles C, Diaz GA, Dolan S, Ferket BS, Jobanputra V, Kovatch P, McDonald TV, McGoldrick PE, Rhodes R, Rinke ML, Robinson M, Rubinstein A, Shulman LH, Stolte C, Wolf SM, Yozawitz E, Zinberg RE, Greally JM, Gelb BD, Horowitz CR, Wasserstein MP, Kenny EE. The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children. Trials 2021; 22:56. [PMID: 33446240 PMCID: PMC7807444 DOI: 10.1186/s13063-020-04953-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 12/08/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Increasingly, genomics is informing clinical practice, but challenges remain for medical professionals lacking genetics expertise, and in access to and clinical utility of genomic testing for minority and underrepresented populations. The latter is a particularly pernicious problem due to the historical lack of inclusion of racially and ethnically diverse populations in genomic research and genomic medicine. A further challenge is the rapidly changing landscape of genetic tests and considerations of cost, interpretation, and diagnostic yield for emerging modalities like whole-genome sequencing. METHODS The NYCKidSeq project is a randomized controlled trial recruiting 1130 children and young adults predominantly from Harlem and the Bronx with suspected genetic disorders in three disease categories: neurologic, cardiovascular, and immunologic. Two clinical genetic tests will be performed for each participant, either proband, duo, or trio whole-genome sequencing (depending on sample availability) and proband targeted gene panels. Clinical utility, cost, and diagnostic yield of both testing modalities will be assessed. This study will evaluate the use of a novel, digital platform (GUÍA) to digitize the return of genomic results experience and improve participant understanding for English- and Spanish-speaking families. Surveys will collect data at three study visits: baseline (0 months), result disclosure visit (ROR1, + 3 months), and follow-up visit (ROR2, + 9 months). Outcomes will assess parental understanding of and attitudes toward receiving genomic results for their child and behavioral, psychological, and social impact of results. We will also conduct a pilot study to assess a digital tool called GenomeDiver designed to enhance communication between clinicians and genetic testing labs. We will evaluate GenomeDiver's ability to increase the diagnostic yield compared to standard practices, improve clinician's ability to perform targeted reverse phenotyping, and increase the efficiency of genetic testing lab personnel. DISCUSSION The NYCKidSeq project will contribute to the innovations and best practices in communicating genomic test results to diverse populations. This work will inform strategies for implementing genomic medicine in health systems serving diverse populations using methods that are clinically useful, technologically savvy, culturally sensitive, and ethically sound. TRIAL REGISTRATION ClinicalTrials.gov NCT03738098 . Registered on November 13, 2018 Trial Sponsor: Icahn School of Medicine at Mount Sinai Contact Name: Eimear Kenny, PhD (Principal Investigator) Address: Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., Box 1003, New York, NY 10029 Email: eimear.kenny@mssm.edu.
Collapse
Affiliation(s)
- Jacqueline A Odgis
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katie M Gallagher
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Sabrina A Suckiel
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katherine E Donohue
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michelle A Ramos
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicole R Kelly
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Gabrielle Bertier
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christina Blackburn
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kaitlyn Brown
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Lena Fielding
- Molecular Diagnostics, New York Genome Center, New York, NY, USA
| | - Jessenia Lopez
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Karla Lopez Aguiniga
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Estefany Maria
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jessica E Rodriguez
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Monisha Sebastin
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Nehama Teitelman
- Department of Pediatrics, Division of Pediatric Academic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Dana Watnick
- Department of Pediatrics, Division of Pediatric Academic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Nicole M Yelton
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Noura S Abul-Husn
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aaron Baum
- Department of Health System Design and Global Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Laurie J Bauman
- Department of Pediatrics, Division of Pediatric Academic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jules C Beal
- Department of Pediatrics, Division of Child Neurology, Weill Cornell Medical, New York, NY, USA
| | - Toby Bloom
- Molecular Diagnostics, New York Genome Center, New York, NY, USA
| | - Charlotte Cunningham-Rundles
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - George A Diaz
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Siobhan Dolan
- Department of Obstetrics and Gynecology and Women's Health (Reproductive and Medical Genetics), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Bart S Ferket
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Vaidehi Jobanputra
- Molecular Diagnostics, New York Genome Center, New York, NY, USA
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, USA
| | - Patricia Kovatch
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Scientific Computing and Data Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Thomas V McDonald
- Department of Medicine (Cardiology), Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Patricia E McGoldrick
- Department of Pediatrics, Division of Child Neurology, New York Medical College, Valhalla, NY, USA
- Pediatric Neurology, Boston Children's Health Physicians/Maria Fareri Children's Hospital, Hawthorne, NY, USA
| | - Rosamond Rhodes
- Department of Medical Education, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michael L Rinke
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Arye Rubinstein
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Lisa H Shulman
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Christian Stolte
- Molecular Diagnostics, New York Genome Center, New York, NY, USA
| | - Steven M Wolf
- Department of Pediatrics, Division of Child Neurology, New York Medical College, Valhalla, NY, USA
- Pediatric Neurology, Boston Children's Health Physicians/Maria Fareri Children's Hospital, Hawthorne, NY, USA
| | - Elissa Yozawitz
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
- Isabelle Rapin Division of Child Neurology of the Saul R Korey Department of Neurology at Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Randi E Zinberg
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John M Greally
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Bruce D Gelb
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Carol R Horowitz
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Melissa P Wasserstein
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Eimear E Kenny
- The Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| |
Collapse
|
15
|
Manolio TA, Rowley R, Williams MS, Roden D, Ginsburg GS, Bult C, Chisholm RL, Deverka PA, McLeod HL, Mensah GA, Relling MV, Rodriguez LL, Tamburro C, Green ED. Opportunities, resources, and techniques for implementing genomics in clinical care. Lancet 2019; 394:511-520. [PMID: 31395439 PMCID: PMC6699751 DOI: 10.1016/s0140-6736(19)31140-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 04/09/2019] [Accepted: 05/03/2019] [Indexed: 12/19/2022]
Abstract
Advances in technologies for assessing genomic variation and an increasing understanding of the effects of genomic variants on health and disease are driving the transition of genomics from the research laboratory into clinical care. Genomic medicine, or the use of an individual's genomic information as part of their clinical care, is increasingly gaining acceptance in routine practice, including in assessing disease risk in individuals and their families, diagnosing rare and undiagnosed diseases, and improving drug safety and efficacy. We describe the major types and measurement tools of genomic variation that are currently of clinical importance, review approaches to interpreting genomic sequence variants, identify publicly available tools and resources for genomic test interpretation, and discuss several key barriers in using genomic information in routine clinical practice.
Collapse
Affiliation(s)
- Teri A Manolio
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Robb Rowley
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Dan Roden
- Department of Medicine, Department of Pharmacology, and Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Geoffrey S Ginsburg
- Duke Center for Applied Genomic and Precision Medicine, Duke University, Durham, NC, USA
| | - Carol Bult
- The Jackson Laboratory for Mammalian Genetics, Bar Harbor, ME, USA
| | - Rex L Chisholm
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Howard L McLeod
- DeBartolo Family Personalized Medicine Institute, Moffitt Cancer Center, Tampa, FL, USA
| | - George A Mensah
- Center for Translation Research and Implementation Science, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mary V Relling
- Pharmaceutical Sciences Department, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Laura Lyman Rodriguez
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Cecelia Tamburro
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Eric D Green
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
16
|
|
17
|
Horowitz CR, Orlando LA, Slavotinek AM, Peterson J, Angelo F, Biesecker B, Bonham VL, Cameron LD, Fullerton SM, Gelb BD, Goddard KAB, Hailu B, Hart R, Hindorff LA, Jarvik GP, Kaufman D, Kenny EE, Knight SJ, Koenig BA, Korf BR, Madden E, McGuire AL, Ou J, Wasserstein MP, Robinson M, Leventhal H, Sanderson SC. The Genomic Medicine Integrative Research Framework: A Conceptual Framework for Conducting Genomic Medicine Research. Am J Hum Genet 2019; 104:1088-1096. [PMID: 31104772 PMCID: PMC6556906 DOI: 10.1016/j.ajhg.2019.04.006] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 04/10/2019] [Indexed: 01/13/2023] Open
Abstract
Conceptual frameworks are useful in research because they can highlight priority research domains, inform decisions about interventions, identify outcomes and factors to measure, and display how factors might relate to each other to generate and test hypotheses. Discovery, translational, and implementation research are all critical to the overall mission of genomic medicine and prevention, but they have yet to be organized into a unified conceptual framework. To fill this gap, our diverse team collaborated to develop the Genomic Medicine Integrative Research (GMIR) Framework, a simple but comprehensive tool to aid the genomics community in developing research questions, strategies, and measures and in integrating genomic medicine and prevention into clinical practice. Here we present the GMIR Framework and its development, along with examples of its use for research development, demonstrating how we applied it to select and harmonize measures for use across diverse genomic medicine implementation projects. Researchers can utilize the GMIR Framework for their own research, collaborative investigations, and clinical implementation efforts; clinicians can use it to establish and evaluate programs; and all stakeholders can use it to help allocate resources and make sure that the full complexity of etiology is included in research and program design, development, and evaluation.
Collapse
Affiliation(s)
- Carol R Horowitz
- Center for Health Equity and Community Engaged Research, Icahn School of Medicine, New York, NY 10029, USA; Department of Population Health Science and Policy, Icahn School of Medicine, New York, NY 10029, USA.
| | - Lori A Orlando
- Duke Center for Applied Genomics and Precision Medicine, Durham, NC 27708, USA
| | - Anne M Slavotinek
- Department of Pediatrics, Division of Genetics, University of California, San Francisco, CA 94143, USA
| | - Josh Peterson
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Frank Angelo
- Clinical Sequencing Evidence-Generating Research Coordinating Center, University of Washington, Seattle, WA 98195, USA; Department of Medicine, Division of Medical Genetics, University of Washington, Seattle, WA 98195, USA
| | | | - Vence L Bonham
- Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | | | - Stephanie M Fullerton
- Clinical Sequencing Evidence-Generating Research Coordinating Center, University of Washington, Seattle, WA 98195, USA; Department of Bioethics and Humanities, University of Washington, Seattle, WA 98195, USA
| | - Bruce D Gelb
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Benyam Hailu
- Division of Scientific Programs, National Institute of Minority Health and Health Disparities, NIH, Bethesda, MD 20892, USA
| | - Ragan Hart
- Clinical Sequencing Evidence-Generating Research Coordinating Center, University of Washington, Seattle, WA 98195, USA; Department of Medicine, Division of Medical Genetics, University of Washington, Seattle, WA 98195, USA
| | - Lucia A Hindorff
- Division of Genomic Medicine, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - Gail P Jarvik
- Clinical Sequencing Evidence-Generating Research Coordinating Center, University of Washington, Seattle, WA 98195, USA; Department of Medicine, Division of Medical Genetics, University of Washington, Seattle, WA 98195, USA
| | - Dave Kaufman
- Division of Genomics and Society, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - Eimear E Kenny
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Center for Population Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sara J Knight
- Division of Preventive Medicine, University of Alabama at Birmingham and Birmingham VA Medical Center, Birmingham, AL 35205, USA
| | - Barbara A Koenig
- Program in Bioethics, University of California, San Francisco, CA 94143, USA
| | - Bruce R Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35205, USA
| | - Ebony Madden
- Division of Genomic Medicine, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - Amy L McGuire
- Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jeffrey Ou
- Clinical Sequencing Evidence-Generating Research Coordinating Center, University of Washington, Seattle, WA 98195, USA; Department of Medicine, Division of Medical Genetics, University of Washington, Seattle, WA 98195, USA
| | - Melissa P Wasserstein
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | | | - Howard Leventhal
- Department of Psychology, Institute for Health, Rutgers University, New Brunswick, NJ 08901, USA
| | - Saskia C Sanderson
- Behavioural Science and Health Department, University College London, London, UK
| |
Collapse
|
18
|
Schoenthaler A, Fei K, Ramos MA, Richardson LD, Ogedegbe G, Horowitz CR. Comprehensive examination of the multilevel adverse risk and protective factors for cardiovascular disease among hypertensive African Americans. J Clin Hypertens (Greenwich) 2019; 21:794-803. [PMID: 31125186 DOI: 10.1111/jch.13560] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/24/2019] [Accepted: 05/05/2019] [Indexed: 12/25/2022]
Abstract
This paper describes the multilevel factors that contribute to hypertension disparities in 2052 hypertensive African Americans (mean age 52.9 ± 9.9 years; 66.3% female) who participated in a clinical trial. At the family level, participants reported average levels of life chaos and high social support. However, at the individual level, participants exhibited several adverse clinical and behavioral factors including poor blood pressure control (45% of population), obesity (61%), medication non-adherence (48%), smoking (32%), physical inactivity (45%), and poor diet (71%). While participants rated their provider as trustworthy, they reported high levels of discrimination in the health care system. Finally, community-level data indicate that participants reside in areas characterized by poor socio-economic and neighborhood conditions (eg, segregation). In the context of our trial, hypertensive African Americans exhibited several adverse risks and protective factors at multiple levels of influence. Future research should evaluate the impact of these factors on cardiovascular outcomes using a longitudinal design.
Collapse
Affiliation(s)
- Antoinette Schoenthaler
- Department of Population Health, Center for Healthful Behavior Change, New York University School of Medicine, New York, New York
| | - Kezhen Fei
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.,Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Michelle A Ramos
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.,Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Lynne D Richardson
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.,Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, New York.,Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Gbenga Ogedegbe
- Department of Population Health, Center for Healthful Behavior Change, New York University School of Medicine, New York, New York
| | - Carol R Horowitz
- Department of Population Health Sciences and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.,Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, New York
| |
Collapse
|
19
|
Horowitz CR, Sabin T, Ramos M, Richardson LD, Hauser D, Robinson M, Fei K. Successful recruitment and retention of diverse participants in a genomics clinical trial: a good invitation to a great party. Genet Med 2019; 21:2364-2370. [PMID: 30948857 DOI: 10.1038/s41436-019-0498-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 03/13/2019] [Indexed: 12/19/2022] Open
Abstract
PURPOSE African ancestry (AA) individuals are inadequately included in translational genomics research, limiting generalizability of findings and benefits of genomic discoveries for populations already facing disproportionately poor health outcomes. We aimed to determine the impact of stakeholder-engaged strategies on recruitment and retention of AA adult patients into a clinical trial testing them for renal risk variants nearly exclusive to AAs. METHODS Our academic-clinical-community team developed ten key strategies that recognize AAs' barriers and facilitators for participation. Using electronic health records (EHRs), we identified potentially eligible patients. Recruiters reached out through letters, phone calls, and at medical visits. RESULTS Of 5481 AA patients reached, 51% were ineligible, 37% enrolled, 4% declined, 7% were undecided when enrollment finished. We retained 93% at 3-month and 88% at 12-month follow-up. Those enrolled are more likely female, seen at community sites, and reached through active strategies, than those who declined. Those retained are more likely female, health-literate, and older. While many patients have low income, low clinician trust, and perceive racism in health care, none of these attributes correlate with retention. CONCLUSION With robust stakeholder engagement, recruiters from patients' communities, and active approaches, we successfully recruited and retained AA patients into a genomic clinical trial.
Collapse
Affiliation(s)
- Carol R Horowitz
- Center for Health Equity and Community Engaged Research and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Tatiana Sabin
- Center for Health Equity and Community Engaged Research and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michelle Ramos
- Center for Health Equity and Community Engaged Research and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lynne D Richardson
- Center for Health Equity and Community Engaged Research and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Diane Hauser
- The Institute for Family Health, New York, NY, USA
| | | | - Kezhen Fei
- Center for Health Equity and Community Engaged Research and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| |
Collapse
|
20
|
Orlando LA, Voils C, Horowitz CR, Myers RA, Arwood MJ, Cicali EJ, McDonough CW, Pollin TI, Guan Y, Levy KD, Ramirez A, Quittner A, Madden EB. IGNITE network: Response of patients to genomic medicine interventions. Mol Genet Genomic Med 2019; 7:e636. [PMID: 30895746 PMCID: PMC6503007 DOI: 10.1002/mgg3.636] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 01/26/2019] [Accepted: 02/11/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The IGNITE network funds six genomic medicine projects. Though interventions varied, we hypothesized that synergies across projects could be leveraged to better understand the participant experiences with genomic medicine interventions. Therefore, we performed cross-network analyses to identify associations between participant demographics and attitudes toward the intervention (attitude), plan to share results (share), and quality of life (QOL). METHODS Data collection for demographics, attitude, share, and QOL surveys were standardized across projects. Recruitment and survey administration varied by each project's protocol. RESULTS Participants (N = 6,817) were 67.2% (N = 4,584) female, and 37.4% (N = 3,544) were minority. Mean age = 54.0 (sd 14.a). Younger participants were as follows: (1) more positive in attitude pre-intervention (1.15-fold decrease/10-year age increase (OR)) and more negative after (1.14-fold increase OR); (2) higher in QOL pre-intervention (1.07-fold increase OR) and postintervention; (3) more likely to share results (1.12-fold increase OR). Race was significant when sharing results (white participants increased OR = 1.88), but not for change in QOL pre-postintervention or attitude. CONCLUSION Our findings demonstrate the feasibility of this approach and identified a few key themes which are as follows: age was consistently significant across the three outcomes, whereas race had less of an impact than expected. However, these are only associations and thus warrant further study.
Collapse
Affiliation(s)
- Lori A Orlando
- Department of Medicine and the Center for Applied Genomics and Precision Medicine, Duke University, Durham, North Carolina
| | - Corrine Voils
- School of Medicine & Public Health, William S Middleton Memorial Veterans Hospital, University of Wisconsin, Madison, Wisconsin
| | - Carol R Horowitz
- Department of Population Health Sciences and Policy and the Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Rachel A Myers
- Department of Medicine and the Center for Applied Genomics and Precision Medicine, Duke University, Durham, North Carolina
| | - Meghan J Arwood
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, College of Pharmacy, University of Florida, Gainesville, Florida
| | - Emily J Cicali
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, College of Pharmacy, University of Florida, Gainesville, Florida
| | - Caitrin W McDonough
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, College of Pharmacy, University of Florida, Gainesville, Florida
| | - Toni I Pollin
- Department of Medicine, University of Maryland, Baltimore, Maryland
| | - Yue Guan
- Department of Medicine, University of Maryland, Baltimore, Maryland
| | - Kenneth D Levy
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Andrea Ramirez
- Department of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Alexandra Quittner
- Nicklaus Children's Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Ebony B Madden
- National Human Genome Research Institute, Bethesda, Maryland
| |
Collapse
|
21
|
Hauser D, Obeng AO, Fei K, Ramos MA, Horowitz CR. Views Of Primary Care Providers On Testing Patients For Genetic Risks For Common Chronic Diseases. Health Aff (Millwood) 2019; 37:793-800. [PMID: 29733703 DOI: 10.1377/hlthaff.2017.1548] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
We surveyed 488 primary care providers in community and academic practices in New York City in the period 2014-16 about their views on genetic testing for chronic diseases. The majority of the providers, most of whom were current or recent physicians in training, had had formal genetics education and had positive views of the utility of genetic testing. However, they felt unprepared to work with patients at high risk for genetic conditions and were not confident about interpreting test results. Many were concerned that genetic testing might lead to insurance discrimination and lacked trust in companies that offer genetic tests. These findings point to some of the attitudes and knowledge gaps among the providers that should be considered in the clinical implementation of genomic medicine for chronic conditions. Enhanced training, guidelines, clinical tools, and awareness of patient protections might support the effective adoption of genomic medicine by primary care providers.
Collapse
Affiliation(s)
- Diane Hauser
- Diane Hauser ( ) is a senior associate in the Institute for Family Health and in the Center for Health Equity and Community-Engaged Research, Icahn School of Medicine at Mount Sinai, both in New York City
| | - Aniwaa Owusu Obeng
- Aniwaa Owusu Obeng is an assistant professor in the Charles Bronfman Institute for Personalized Medicine and in the Center for Health Equity and Community-Engaged Research, Icahn School of Medicine at Mount Sinai, and the clinical pharmacogenomics coordinator in the Pharmacy Department at Mount Sinai Hospital
| | - Kezhen Fei
- Kezhen Fei is a biostatistician in the Department of Population Health Science and Policy and in the Center for Health Equity and Community-Engaged Research, Icahn School of Medicine at Mount Sinai
| | - Michelle A Ramos
- Michelle A. Ramos is a program manager in the Department of Population Health Science and Policy and in the Center for Health Equity and Community-Engaged Research, Icahn School of Medicine at Mount Sinai
| | - Carol R Horowitz
- Carol R. Horowitz is a professor in the Department of Population Health Science and Policy and in the Center for Health Equity and Community-Engaged Research, Icahn School of Medicine at Mount Sinai
| |
Collapse
|
22
|
Nadkarni GN, Gignoux CR, Sorokin EP, Daya M, Rahman R, Barnes KC, Wassel CL, Kenny EE. Worldwide Frequencies of APOL1 Renal Risk Variants. N Engl J Med 2018; 379:2571-2572. [PMID: 30586505 PMCID: PMC6482949 DOI: 10.1056/nejmc1800748] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
| | | | | | - Michelle Daya
- University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Rayees Rahman
- Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | | |
Collapse
|
23
|
González‐Robledo LM, Serván‐Mori E, Casas‐López A, Flores‐Hernández S, Bravo ML, Sánchez‐González G, Nigenda G. Use of DNA sequencing for noncommunicable diseases in low‐income and middle‐income countries' primary care settings: A narrative synthesis. Int J Health Plann Manage 2018; 34:e46-e71. [DOI: 10.1002/hpm.2698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Accepted: 10/09/2018] [Indexed: 12/20/2022] Open
Affiliation(s)
| | | | | | | | | | | | - Gustavo Nigenda
- National School of Nursing and Obstetrics, National Autonomous University of México México City México
| |
Collapse
|
24
|
Estrella MM, Parekh RS. The Expanding Role of APOL1 Risk in Chronic Kidney Disease and Cardiovascular Disease. Semin Nephrol 2018; 37:520-529. [PMID: 29110759 DOI: 10.1016/j.semnephrol.2017.07.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Variants of the APOL1 gene, found primarily in individuals of African descent, are associated with various forms of kidney disease and kidney disease progression. Recent studies evaluating the association of APOL1 with cardiovascular disease have yielded conflicting results, and the potential role in cardiovascular disease remains unclear. In this review, we summarize the observational studies linking the APOL1 risk variants with chronic kidney and cardiovascular disease among persons of African descent.
Collapse
Affiliation(s)
- Michelle M Estrella
- Kidney Health Research Collaborative, Department of Medicine, University of California San Francisco, San Francisco, CA; Department of Medicine, San Francisco VA Medical Center, San Francisco, CA
| | - Rulan S Parekh
- Division of Nephrology, Departments of Pediatrics and Medicine, The Hospital for Sick Children, SickKids Research Institute, University Health Network, University of Toronto, Toronto, Ontario, Canada.
| |
Collapse
|
25
|
Young BA, Fullerton SM, Wilson JG, Cavanaugh K, Blacksher E, Spigner C, Himmelfarb J, Burke W. Clinical Genetic Testing for APOL1: Are we There Yet? Semin Nephrol 2018; 37:552-557. [PMID: 29110763 DOI: 10.1016/j.semnephrol.2017.07.009] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
End-stage renal disease (ESRD) disproportionately affects African Americans, who are two to four times more likely than European Americans to develop ESRD. Two independent variants of the apolipoprotein L1 (APOL1) gene, G1 and G2, have been associated with a 7- to 10-fold greater risk of developing nondiabetic ESRD in African Americans. Those who inherit two risk variants (G1/G1, G2/G2, or G1/G2) are also more likely to develop ESRD at a younger age and to have progression of chronic kidney disease. Currently, it is not known what proportion of persons with high-risk genotypes will develop ESRD in the general population, the exact mechanism of injury for APOL1-related risk, its relation to environmental exposures, or whether patients with comorbid conditions are more likely to develop ESRD. To address the above uncertainties, research that includes assessment of APOL1 status is needed before guidelines for general testing can be endorsed. Currently, APOL1 testing has been proposed as part of kidney transplant protocols both for living donors and recipients. However, because of uncertainties regarding the clinical implications of APOL1 variants, testing could generate confusion, anxiety, or stigma. Multiple forms of evidence, including the views of community members, are needed to support responsible approaches to providing information about APOL1 status as part of clinical care or in population screening. Informed consent with subsequent counseling regarding the risks and benefits of APOL1 testing should be considered for patients at high risk.
Collapse
Affiliation(s)
- Bessie A Young
- Nephrology Section, Hospital and Specialty Medicine, VA Puget Sound Health Care System, Seattle, WA; Kidney Research Institute and Division of Nephrology, University of Washington, Seattle, WA.
| | | | - James G Wilson
- Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS
| | - Kerri Cavanaugh
- Division of Nephrology, Vanderbilt University, Nashville, TN
| | - Erika Blacksher
- Bioethics and Humanities, University of Washington, Seattle, WA
| | - Clarence Spigner
- Department of Health Services, School of Public Health, University of Washington, Seattle, WA
| | - Jonathan Himmelfarb
- Kidney Research Institute and Division of Nephrology, University of Washington, Seattle, WA
| | - Wylie Burke
- Bioethics and Humanities, University of Washington, Seattle, WA
| |
Collapse
|
26
|
Nadkarni GN, Chauhan K, Verghese DA, Parikh CR, Do R, Horowitz CR, Bottinger EP, Coca SG. Plasma biomarkers are associated with renal outcomes in individuals with APOL1 risk variants. Kidney Int 2018; 93:1409-1416. [PMID: 29685497 PMCID: PMC5918426 DOI: 10.1016/j.kint.2018.01.026] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 01/10/2018] [Accepted: 01/18/2018] [Indexed: 12/14/2022]
Abstract
G1/G2 variants in the Apolipoprotein L1 (APOL1) gene are associated with end-stage renal disease (ESRD) in people with African ancestry. Plasma biomarkers may have utility for risk stratification in APOL1 high-risk individuals of African ancestry. To evaluate this, we measured tumor necrosis factor receptor 1/2 (TNFR1/2) and kidney injury molecule-1 (KIM1) in baseline plasma specimens from individuals of African ancestry with high-risk APOL1 genotype. Biomarker association with a composite renal outcome of ESRD or 40% sustained decline in estimated glomerular filtration rate (eGFR) was then determined and then assessed as improvement in area under curve. Among the 498 participants, the median age was 56 years, 67.7% were female, and the baseline eGFR was 83.3 ml/min/1.73 m2 with 80 reaching outcome over 5.9 years. TNFR1, TNFR2, and KIM1 at enrollment were independently associated with renal outcome continuously (adjusted hazard ratio 2.0 [95% confidence interval 1.3-3.1]; 1.5 [1.2-1.9]; and 1.6 [1.3-1.9] per doubling in levels, respectively) or by tertiles. The area under the curve significantly improved from 0.75 with the clinical model to 0.79 with the biomarker-enhanced model. The event rate was 40% with all 3 biomarkers elevated (adjusted odds ratio of 5.3 (2.3-12.0) vs. 17% (adjusted odds ratio 1.8 [0.9-3.6] with 1 or 2 elevated and 7% with no biomarkers elevated. Thus, plasma concentrations of TNFR1, TNFR2, and KIM1 are independently associated with renal outcome and improve discrimination or reclassification of African ancestry individuals with a high-risk APOL1 genotype and preserve renal function. Elevation of all markers had higher risk of outcome and can assist with better clinical prediction and improved clinical trial efficiency by enriching event rates.
Collapse
Affiliation(s)
- Girish N Nadkarni
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Kinsuk Chauhan
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Divya A Verghese
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Chirag R Parikh
- Division of Nephrology, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Ron Do
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Carol R Horowitz
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Erwin P Bottinger
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Steven G Coca
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| |
Collapse
|
27
|
Horowitz CR, Ferryman K, Negron R, Sabin T, Rodriguez M, Zinberg RF, Böttinger E, Robinson M. Race, Genomics and Chronic Disease: What Patients with African Ancestry Have to Say. J Health Care Poor Underserved 2018; 28:248-260. [PMID: 28238999 DOI: 10.1353/hpu.2017.0020] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Variants of the APOL1 gene increase risk for kidney failure 10-fold, and are nearly exclusively found in people with African ancestry. To translate genomic discoveries into practice, we gathered information about effects and challenges incorporating genetic risk in clinical care. METHODS An academic-community-clinical team tested 26 adults with self-reported African ancestry for APOL1 variants, conducting in-depth interviews about patients' beliefs and attitudes toward genetic testing- before, immediately, and 30 days after receiving test results. We used constant comparative analysis of interview transcripts to identify themes. RESULTS Themes included: Knowledge of genetic risk for kidney failure may motivate providers and patients to take hypertension more seriously, rather than inspiring fatalism or anxiety. Having genetic risk for a disease may counter stereotypes of Blacks as non-adherent or low-literate, rather than exacerbate stereotypes. CONCLUSION Populations most likely to benefit from genomic research can inform strategies for genetic testing and future research.
Collapse
|
28
|
Smith CE, Fullerton SM, Dookeran KA, Hampel H, Tin A, Maruthur NM, Schisler JC, Henderson JA, Tucker KL, Ordovás JM. Using Genetic Technologies To Reduce, Rather Than Widen, Health Disparities. Health Aff (Millwood) 2018; 35:1367-73. [PMID: 27503959 DOI: 10.1377/hlthaff.2015.1476] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Evidence shows that both biological and nonbiological factors contribute to health disparities. Genetics, in particular, plays a part in how common diseases manifest themselves. Today, unprecedented advances in genetically based diagnoses and treatments provide opportunities for personalized medicine. However, disadvantaged groups may lack access to these advances, and treatments based on research on non-Hispanic whites might not be generalizable to members of minority groups. Unless genetic technologies become universally accessible, existing disparities could be widened. Addressing this issue will require integrated strategies, including expanding genetic research, improving genetic literacy, and enhancing access to genetic technologies among minority populations in a way that avoids harms such as stigmatization.
Collapse
Affiliation(s)
- Caren E Smith
- Caren E. Smith is a scientist in the Nutrition and Genomics Laboratory at the Jean Mayer USDA Human Nutrition Research Center on Aging at Tufts University, in Boston, Massachusetts
| | - Stephanie M Fullerton
- Stephanie M. Fullerton is an associate professor in the Department of Bioethics and Humanities at the University of Washington, in Seattle
| | - Keith A Dookeran
- Keith A. Dookeran is an assistant professor in the Division of Epidemiology and Biostatistics, School of Public Health, at the University of Illinois at Chicago and chair and CEO of the Cancer Foundation for Minority and Underserved Populations, also in Chicago
| | - Heather Hampel
- Heather Hampel is a professor in the Division of Human Genetics at the Ohio State University Comprehensive Cancer Center, in Columbus
| | - Adrienne Tin
- Adrienne Tin is an assistant scientist in the Department of Epidemiology at the Johns Hopkins Bloomberg School of Public Health, in Baltimore, Maryland
| | - Nisa M Maruthur
- Nisa M. Maruthur is an assistant professor in the Division of General Internal Medicine at the Johns Hopkins University School of Medicine, the Department of Epidemiology at the Johns Hopkins Bloomberg School of Public Health, and the Welch Center for Prevention, Epidemiology, and Clinical Research at Johns Hopkins University
| | - Jonathan C Schisler
- Jonathan C. Schisler is an assistant professor in the Department of Pharmacology at the University of North Carolina at Chapel Hill
| | - Jeffrey A Henderson
- Jeffrey A. Henderson is president and CEO of the Black Hills Center for American Indian Health, in Rapid City, South Dakota
| | - Katherine L Tucker
- Katherine L. Tucker is a professor in clinical laboratory and nutritional sciences at the University of Massachusetts, in Lowell
| | - José M Ordovás
- José M. Ordovás is director of the Nutrition and Genomics Laboratory at the Jean Mayer USDA Human Nutrition Research Center on Aging at Tufts University
| |
Collapse
|
29
|
Puryear L, Downs N, Nevedal A, Lewis ET, Ormond KE, Bregendahl M, Suarez CJ, David SP, Charlap S, Chu I, Asch SM, Pakdaman N, Chang SI, Cullen MR, Palaniappan L. Patient and provider perspectives on the development of personalized medicine: a mixed-methods approach. J Community Genet 2017; 9:283-291. [PMID: 29280052 DOI: 10.1007/s12687-017-0349-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 11/14/2017] [Indexed: 12/16/2022] Open
Abstract
While genetic testing gains adoption in specialty services such as oncology, neurology, and cardiology, use of genetic and genomic testing has yet to be adopted as widely in primary care. The purpose of this study is to identify and compare patient and primary care provider (PCP) expectations of genetics services in primary care. Patient and PCP perspectives were assessed through a mixed-method approach combining an online survey and semi-structured interviews in a primary care department of a large academic medical institution. A convenience sample of 100 adult primary care patients and 26 PCPs was gathered. The survey and interview questions focused on perceptions of genetic testing, experience with genetic testing, and expectations of genetic services in primary care. Patients felt that their PCP was knowledgeable about genetic testing and expected their PCP to be the first to recognize a need for genetic testing based on family history. Nonetheless, patients reported that PCPs rarely used family history information to discuss genetic risks or order testing. In contrast, PCPs felt uncertain about the clinical utility and scientific value of genetic testing. PCPs were concerned that genetic testing could cause anxiety, frustration, discrimination, and reduced insurability, and that there was unequal access to testing. PCPs described themselves as being "gatekeepers" to genetic testing but did not feel confident or have the desire to become experts in genetic testing. However, PCPs were open to increasing their working knowledge of genetic testing. Within this academic medical center, there is a gap between what patients expect and what primary care providers feel they are adequately prepared to provide in terms of genetic testing services.
Collapse
Affiliation(s)
- Lauren Puryear
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Natalie Downs
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Andrea Nevedal
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Livermore, CA, USA
| | - Eleanor T Lewis
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Livermore, CA, USA
| | - Kelly E Ormond
- Department of Genetics and Stanford Center for Biomedical Ethics, Stanford University School of Medicine, Stanford, CA, USA
| | - Maria Bregendahl
- Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, MC: 5475, Stanford, CA, 94305, USA
| | - Carlos J Suarez
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Sean P David
- Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, MC: 5475, Stanford, CA, 94305, USA
| | | | - Isabella Chu
- Center for Population Health Sciences, Stanford University, Stanford, CA, USA
| | - Steven M Asch
- Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, MC: 5475, Stanford, CA, 94305, USA
| | - Neda Pakdaman
- Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, MC: 5475, Stanford, CA, 94305, USA
| | - Sang-Ick Chang
- Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, MC: 5475, Stanford, CA, 94305, USA
| | - Mark R Cullen
- Center for Population Health Sciences, Stanford University, Stanford, CA, USA
| | - Latha Palaniappan
- Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, MC: 5475, Stanford, CA, 94305, USA.
| |
Collapse
|
30
|
Sperber NR, Carpenter JS, Cavallari LH, J. Damschroder L, Cooper-DeHoff RM, Denny JC, Ginsburg GS, Guan Y, Horowitz CR, Levy KD, Levy MA, Madden EB, Matheny ME, Pollin TI, Pratt VM, Rosenman M, Voils CI, W. Weitzel K, Wilke RA, Ryanne Wu R, Orlando LA. Challenges and strategies for implementing genomic services in diverse settings: experiences from the Implementing GeNomics In pracTicE (IGNITE) network. BMC Med Genomics 2017; 10:35. [PMID: 28532511 PMCID: PMC5441047 DOI: 10.1186/s12920-017-0273-2] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Accepted: 05/10/2017] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND To realize potential public health benefits from genetic and genomic innovations, understanding how best to implement the innovations into clinical care is important. The objective of this study was to synthesize data on challenges identified by six diverse projects that are part of a National Human Genome Research Institute (NHGRI)-funded network focused on implementing genomics into practice and strategies to overcome these challenges. METHODS We used a multiple-case study approach with each project considered as a case and qualitative methods to elicit and describe themes related to implementation challenges and strategies. We describe challenges and strategies in an implementation framework and typology to enable consistent definitions and cross-case comparisons. Strategies were linked to challenges based on expert review and shared themes. RESULTS Three challenges were identified by all six projects, and strategies to address these challenges varied across the projects. One common challenge was to increase the relative priority of integrating genomics within the health system electronic health record (EHR). Four projects used data warehousing techniques to accomplish the integration. The second common challenge was to strengthen clinicians' knowledge and beliefs about genomic medicine. To overcome this challenge, all projects developed educational materials and conducted meetings and outreach focused on genomic education for clinicians. The third challenge was engaging patients in the genomic medicine projects. Strategies to overcome this challenge included use of mass media to spread the word, actively involving patients in implementation (e.g., a patient advisory board), and preparing patients to be active participants in their healthcare decisions. CONCLUSIONS This is the first collaborative evaluation focusing on the description of genomic medicine innovations implemented in multiple real-world clinical settings. Findings suggest that strategies to facilitate integration of genomic data within existing EHRs and educate stakeholders about the value of genomic services are considered important for effective implementation. Future work could build on these findings to evaluate which strategies are optimal under what conditions. This information will be useful for guiding translation of discoveries to clinical care, which, in turn, can provide data to inform continual improvement of genomic innovations and their applications.
Collapse
Affiliation(s)
- Nina R. Sperber
- Division of General Internal Medicine, Duke University School of Medicine, Durham, NC USA
- Duke Center for Applied Genomics & Precision Medicine, Duke University, Durham, NC USA
- VA Health Services Research & Development, Durham VA Health Care System, 411 West Chapel Hill Street, Suite 600, Durham, NC 27701 USA
| | | | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL USA
| | - Laura J. Damschroder
- Implementation Pathways, LLC and VA Ann Arbor Center for Clinical Management Research, Ann Arbor, USA
| | - Rhonda M. Cooper-DeHoff
- University of Florida, College of Pharmacy and Medicine and Center for Pharmacogenomics, Gainesville, USA
| | | | - Geoffrey S. Ginsburg
- Duke Center for Applied Genomics & Precision Medicine, Duke University, Durham, NC USA
| | - Yue Guan
- University of Maryland School of Medicine, Baltimore, USA
| | | | | | - Mia A. Levy
- Vanderbilt University Medical Center, Nashville, USA
| | - Ebony B. Madden
- National Human Genome Research Institute (NHGRI), Rockville, USA
| | - Michael E. Matheny
- Vanderbilt University Medical Center, Tennessee Valley HealthCare System VA, Nashville, USA
| | - Toni I. Pollin
- University of Maryland School of Medicine, Baltimore, USA
| | | | - Marc Rosenman
- Indiana University School of Nursing, Indianapolis, IN USA
| | - Corrine I. Voils
- William S. Middleton Memorial Veterans Hospital, Madison, WI USA
- Department of Surgery, University of Wisconsin-Madison, Madison, WI USA
| | - Kristen W. Weitzel
- University of Florida, College of Pharmacy and Medicine and Center for Pharmacogenomics, Gainesville, USA
| | - Russell A. Wilke
- Sanford School of Medicine, University of South Dakota, Vermillion, USA
| | - R. Ryanne Wu
- Duke Center for Applied Genomics & Precision Medicine, Duke University, Durham, NC USA
- Duke University, Duke-National University of Singapore Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Lori A. Orlando
- Duke Center for Applied Genomics & Precision Medicine, Duke University, Durham, NC USA
| |
Collapse
|
31
|
Accelerators: Sparking Innovation and Transdisciplinary Team Science in Disparities Research. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2017; 14:ijerph14030225. [PMID: 28241508 PMCID: PMC5369061 DOI: 10.3390/ijerph14030225] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Revised: 02/15/2017] [Accepted: 02/16/2017] [Indexed: 12/20/2022]
Abstract
Development and implementation of effective, sustainable, and scalable interventions that advance equity could be propelled by innovative and inclusive partnerships. Readied catalytic frameworks that foster communication, collaboration, a shared vision, and transformative translational research across scientific and non-scientific divides are needed to foster rapid generation of novel solutions to address and ultimately eliminate disparities. To achieve this, we transformed and expanded a community-academic board into a translational science board with members from public, academic and private sectors. Rooted in team science, diverse board experts formed topic-specific "accelerators", tasked with collaborating to rapidly generate new ideas, questions, approaches, and projects comprising patients, advocates, clinicians, researchers, funders, public health and industry leaders. We began with four accelerators-digital health, big data, genomics and environmental health-and were rapidly able to respond to funding opportunities, transform new ideas into clinical and community programs, generate new, accessible, actionable data, and more efficiently and effectively conduct research. This innovative model has the power to maximize research quality and efficiency, improve patient care and engagement, optimize data democratization and dissemination among target populations, contribute to policy, and lead to systems changes needed to address the root causes of disparities.
Collapse
|
32
|
Kaplan B, Caddle-Steele C, Chisholm G, Esmond WA, Ferryman K, Gertner M, Goytia C, Hauser D, Richardson LD, Robinson M, Horowitz CR. A Culture of Understanding: Reflections and Suggestions from a Genomics Research Community Board. Prog Community Health Partnersh 2017; 11:161-165. [PMID: 28736408 PMCID: PMC5830277 DOI: 10.1353/cpr.2017.0020] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
There has been limited community engagement in the burgeoning field of genomics research. In the wake of a new discovery of genetic variants that increase the risk of kidney failure and are almost unique to people of African ancestry, community and clinical leaders in Harlem, New York, formed a community board to inform the direction of related research. The board advised all aspects of a study to assess the impact of testing for these genetic variants at primary care sites that serve diverse populations, including explaining genetic risk to participants. By reflecting on the board's experiences, we found that community voices can have tangible impact on research that navigates the controversial intersection of race, ancestry, and genomics by heightening vigilance, fostering clear communication between researchers and the community, and encouraging researchers to cede some control. Our reflections and work provide a strong justification for longitudinal community partnerships in genomics research.
Collapse
|
33
|
O'Daniel JM, Berg JS. A missing link in the bench-to-bedside paradigm: engaging regulatory stakeholders in clinical genomics research. Genome Med 2016; 8:95. [PMID: 27655359 PMCID: PMC5031300 DOI: 10.1186/s13073-016-0351-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
For genomic medicine research to be fully translated into clinical care, it is critical for researchers to engage stakeholders who ultimately regulate the use of genomic technologies and therapeutics within healthcare practice. Herein, we describe an example of how this might work.
Collapse
Affiliation(s)
- Julianne M O'Daniel
- Department of Genetics, CB # 7264, University of North Carolina, Chapel Hill, NC, 27599, USA.
| | - Jonathan S Berg
- Department of Genetics, CB # 7264, University of North Carolina, Chapel Hill, NC, 27599, USA
| |
Collapse
|
34
|
Nadkarni GN, Horowitz CR. Genomics in CKD: Is This the Path Forward? Adv Chronic Kidney Dis 2016; 23:120-4. [PMID: 26979150 DOI: 10.1053/j.ackd.2016.01.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2016] [Accepted: 01/26/2016] [Indexed: 01/13/2023]
Abstract
Recent advances in genomics and sequencing technology have led to a better understanding of genetic risk in CKD. Genetics could account in part for racial differences in treatment response for medications including antihypertensives and immunosuppressive medications due to its correlation with ancestry. However, there is still a substantial lag between generation of this knowledge and its adoption in routine clinical care. This review summarizes the recent advances in genomics and CKD, discusses potential reasons for its underutilization, and highlights potential avenues for application of genomic information to improve clinical care and outcomes in this particularly vulnerable population.
Collapse
|