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Wijetunga NA, Yahalom J, Imber BS. The art of war: using genetic insights to understand and harness radiation sensitivity in hematologic malignancies. Front Oncol 2025; 14:1478078. [PMID: 40191738 PMCID: PMC11968681 DOI: 10.3389/fonc.2024.1478078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 11/20/2024] [Indexed: 04/09/2025] Open
Abstract
It is well established that hematologic malignancies are often considerably radiosensitive, which enables usage of far lower doses of therapeutic radiotherapy. This review summarizes the currently known genomic landscape of hematologic malignancies, particularly as it relates to radiosensitivity and the field of radiation oncology. By tracing the historical development of the modern understanding of radiosensitivity, we focus on the discovery and implications of pivotal mutated genes in hematologic malignancies such as TP53, ATM, and other genes critical to DNA repair pathways. These genetic insights have contributed significantly to the advancement of personalized medicine, aiming to enhance treatment precision and outcomes, and there is an opportunity to extend these insights to personalized radiotherapy. We explore the transition from early discoveries to the current efforts in integrating comprehensive genomic data into clinical practice. Specific examples from Hodgkin lymphoma, non-Hodgkin lymphoma, and plasma cell neoplasms illustrate how genetic mutations could influence radiosensitivity and impact subsequent radiotherapeutic response. Despite the advancements, challenges remain in translating these genetic insights into routine clinical practice, particularly due to the heterogeneity of alterations and the complex interactions within cancer signaling pathways. We emphasize the potential of radiogenomics to address these challenges by identifying genetic markers that predict radiotherapy response and toxicity, thereby refining treatment strategies. The need for robust decision support systems, standardized protocols, and ongoing education for healthcare providers is critical to the successful integration of genomic data into radiation therapy. As research continues to validate genetic markers and explore novel therapeutic combinations, the promise of personalized radiotherapy becomes increasingly attainable, offering the potential to significantly improve outcomes for patients with hematologic malignancies.
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Affiliation(s)
- N. Ari Wijetunga
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, NC, United States
| | - Joachim Yahalom
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Brandon S. Imber
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
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Ojo S, Ilori EO, Wiredu B, Okobi OE, Kanu E, Igbadumhe R. Prevalence and Factors Associated With Awareness of Precision Medicine Among Individuals With Depression and Anxiety. Cureus 2024; 16:e62173. [PMID: 38993405 PMCID: PMC11238924 DOI: 10.7759/cureus.62173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2024] [Indexed: 07/13/2024] Open
Abstract
OBJECTIVE This study investigates the prevalence and determinants of awareness of precision medicine among a nationally representative sample of individuals with self-reported depression and anxiety in the United States." METHODS Data were obtained from the Health Information National Trends Survey (HINTS) 5, Cycle 4, which is a study administered by the National Cancer Institute and is nationally representative. The survey, conducted between February and June 2020, targeted non-institutionalized, civilian US adults aged 18 years and older. Utilizing survey-weighted logistic regression, predictors of precision medicine awareness were assessed, encompassing sociodemographic, health-related, and technological factors. RESULTS Among 890 individuals with self-reported depression and/or anxiety, approximately 15.3% reported awareness of precision medicine. Participants who had a higher level of education and those who had increased health-linked social media usage were three times more likely to be aware of precision medicine compared to those who did not. Old age was also positively associated with increased awareness. CONCLUSION The present study's findings have disclosed an alarming lack of awareness of precision medicine, particularly among mentally ill persons with anxiety or depression, in which the targeted subgroups, including individuals with lower education levels and limited health-linked social media utilization, indicated lower levels of awareness. As such, it is recommended that such disparities be tackled using customized interventions along with educational initiatives, as this is likely to improve awareness levels while also ensuring equitable and increased access to precision medicine within the context of mental health.
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Affiliation(s)
- Soji Ojo
- Public Health, University of Texas Health Science Center at Houston, Houston, USA
- Orthopedic Trauma, Texas Health Harris Methodist Hospital, Dallas, USA
| | - Emmanuel O Ilori
- Psychiatry and Behavioral Sciences, Garnet Health Medical Center, Middletown, USA
| | - Bernard Wiredu
- Internal Medicine/Oncology, St. James School of Medicine, Park Ridge, USA
| | - Okelue E Okobi
- Family Medicine, Larkin Community Hospital Palm Springs Campus, Miami, USA
- Family Medicine, Medficient Health Systems, Laurel, USA
- Family Medicine, Lakeside Medical Center, Belle Glade, USA
| | - Eziuche Kanu
- Department of Public Health, National Open University, Abuja, NGA
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Fahim SM, Westrick SC, Qian J, Ngorsuraches S, Watts Alexander CS, Lloyd KB, Hohmann NS. A survey on awareness, knowledge and preferences toward genetic testing among the United States general public. Per Med 2024; 21:117-129. [PMID: 38380527 DOI: 10.2217/pme-2023-0106] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/31/2024] [Indexed: 02/22/2024]
Abstract
Aim: To understand awareness, knowledge and preferences regarding genetic testing among the USA general public. Methods: A cross-sectional online survey using a Qualtrics Panel. Results: Among 1600 respondents, 545 (34%) were White, 411 (26%) Black, 412 (26%) Hispanic or Latin(x) and 232 (15%) Asian. Most had heard of ancestry testing (87%) and genetic health risk testing (69%), but a third thought inherited genes were only a little or not at all responsible for obesity (36%) and mental health (33%). The majority preferred pre-emptive pharmacogenetic testing (n = 74%) compared with reactive testing. Statistically significant differences between racial/ethnic groups and rural-urban respondents were observed. Conclusion: Most preferred pre-emptive pharmacogenetic testing; however, about one-quarter preferred reactive testing. Preferences should be discussed during patient-clinician interactions.
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Affiliation(s)
| | - Salisa C Westrick
- Department of Health Outcomes Research & Policy, Harrison College of Pharmacy, Auburn University, Auburn, AL 36830, USA
| | - Jingjing Qian
- Department of Health Outcomes Research & Policy, Harrison College of Pharmacy, Auburn University, Auburn, AL 36830, USA
| | - Surachat Ngorsuraches
- Department of Health Outcomes Research & Policy, Harrison College of Pharmacy, Auburn University, Auburn, AL 36830, USA
| | | | - Kimberly Braxton Lloyd
- Department of Pharmacy Practice, Harrison College of Pharmacy, Auburn University, Auburn, AL 36830, USA
| | - Natalie S Hohmann
- Department of Pharmacy Practice, Harrison College of Pharmacy, Auburn University, Auburn, AL 36830, USA
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Wilkerson AD, Gentle CK, Ortega C, Al-Hilli Z. Disparities in Breast Cancer Care-How Factors Related to Prevention, Diagnosis, and Treatment Drive Inequity. Healthcare (Basel) 2024; 12:462. [PMID: 38391837 PMCID: PMC10887556 DOI: 10.3390/healthcare12040462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 02/24/2024] Open
Abstract
Breast cancer survival has increased significantly over the last few decades due to more effective strategies for prevention and risk modification, advancements in imaging detection, screening, and multimodal treatment algorithms. However, many have observed disparities in benefits derived from such improvements across populations and demographic groups. This review summarizes published works that contextualize modern disparities in breast cancer prevention, diagnosis, and treatment and presents potential strategies for reducing disparities. We conducted searches for studies that directly investigated and/or reported disparities in breast cancer prevention, detection, or treatment. Demographic factors, social determinants of health, and inequitable healthcare delivery may impede the ability of individuals and communities to employ risk-mitigating behaviors and prevention strategies. The disparate access to quality screening and timely diagnosis experienced by various groups poses significant hurdles to optimal care and survival. Finally, barriers to access and inequitable healthcare delivery patterns reinforce inequitable application of standards of care. Cumulatively, these disparities underlie notable differences in the incidence, severity, and survival of breast cancers. Efforts toward mitigation will require collaborative approaches and partnerships between communities, governments, and healthcare organizations, which must be considered equal stakeholders in the fight for equity in breast cancer care and outcomes.
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Affiliation(s)
- Avia D Wilkerson
- Department of General Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Corey K Gentle
- Department of General Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Camila Ortega
- Department of General Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Zahraa Al-Hilli
- Department of General Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA
- Breast Center, Integrated Surgical Institute, Cleveland Clinic, Cleveland, OH 44195, USA
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Naik H, O'Connor MY, Sanderson SC, Pinnell N, Dong M, Wiegand A, Obeng AO, Abul-Husn NS, Scott SA. Pharmacogenomic knowledge and awareness among diverse patients treated with angiotensin converting enzyme inhibitors. Pharmacogenomics 2023; 24:921-930. [PMID: 38054855 PMCID: PMC10794943 DOI: 10.2217/pgs-2023-0191] [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: 10/08/2023] [Accepted: 11/10/2023] [Indexed: 12/07/2023] Open
Abstract
We developed novel electronic phenotyping algorithms for the BioMe biobank data, which accurately identified angiotensin converting enzyme inhibitor (ACEi)-induced angioedema cases and controls. A survey was mailed to all 1075 patients and 91 were returned. Over a third reported that prescribing physicians had not discussed with them the concepts of interindividual drug response variability or adverse event risk, and 73% of patients were previously unaware of pharmacogenomics; however, most patients were interested in having pharmacogenomic testing. Moreover, 67% of patients indicated that pharmacogenomic testing would positively influence their medication compliance. In addition to identifying an innovative approach to define biobank cohorts for pharmacogenomic studies, these results indicate that patients are interested in pharmacogenomic testing, which could translate to improved adherence.
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Affiliation(s)
- Hetanshi Naik
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Michelle Y O'Connor
- Department of Medical Education, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Saskia C Sanderson
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nancy Pinnell
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Mingshu Dong
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Amy Wiegand
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Aniwaa Owusu Obeng
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Pharmacy Department, Mount Sinai Health System, New York, NY 10029, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Noura S Abul-Husn
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Stuart A Scott
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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Fragala MS, Shaman JA, Lorenz RA, Goldberg SE. Role of Pharmacogenomics in Comprehensive Medication Management: Considerations for Employers. Popul Health Manag 2022; 25:753-762. [PMID: 36301527 DOI: 10.1089/pop.2022.0075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Rising prescription costs, poor medication adherence, and safety issues pose persistent challenges to employer-sponsored health care plans and their beneficiaries. Comprehensive medication management (CMM), a patient-centered approach to medication optimization, enriched by pharmacogenomics (PGx), has been shown to improve the efficacy and safety of pharmaceutical regimens. This has contributed to improved health care outcomes, reduced costs of treatments, better adherence, shorter durations of treatment, and fewer adverse effects from drug therapy. Despite compelling clinical and economic evidence to justify the application of CMM guided by PGx, implementation in clinical settings remains sparse; notable barriers include limited physician adoption and health insurance coverage. Ultimately, these challenges may be overcome through comprehensive programs that include clinical decision support systems and education through employer-sponsored population health management channels to the benefit of the employees, employers, health care providers, and health care systems. This article discusses benefits, considerations, and barriers of scalable PGx-enriched CMM programs in the context of self-insured employers.
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O'Shea J, Ryan C, Gallagher J, O'Brien C, Morris C, Dwyer E, Laughlin JM, Fitzpatrick L, O'Meara M, Kelly S, Knox S, Ledwidge M. Public perceptions of pharmacogenomic services in Ireland - Are people with chronic disease more likely to want service availability than those without? A questionnaire study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 8:100182. [PMID: 36200068 PMCID: PMC9529536 DOI: 10.1016/j.rcsop.2022.100182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/20/2022] [Accepted: 09/20/2022] [Indexed: 11/26/2022] Open
Abstract
Background As pharmacogenomic services begin to emerge in primary care, the insight of the public is crucial for its integration into clinical practice. Objectives To establish perceptions of pharmacogenomics (awareness, understanding, openness to availability, perceived benefits and concerns, willingness to pay, and service setting) and investigate if they differ between those with and without chronic disease(s). Methods An anonymous, online questionnaire generated using Qualtrics® and circulated via social media and posters placed in eight participating community pharmacies was conducted with Irish adults. The questions were designed to consider existing literature on patient perceptions of pharmacogenomics. Descriptive statistics were used to summarize questionnaire responses. Chi-square test was used to compare categorical variables, while independent sample t-test and one-way ANOVA were used to compare the mean values of two (with and without chronic disease) and three groups (multimorbidity (two or more chronic conditions) and polypharmacy (prescribed four or more regular medicines) (MMPP), a single chronic disease, and those without existing medical conditions) respectively Logistic regression was used to evaluate age and gender adjusted associations of chronic disease(s) with responses. A p-value <0.05 was considered statistically significant. Results A total of 421 responses were received, 30% (n = 120) of whom reported having a chronic disease. Overall, respondents reported low awareness (44%, n = 166) and poor knowledge (55%, n = 212) of pharmacogenomics. After explaining pharmacogenomics to respondents, patients with chronic disease(s) were 2.17 times more likely (p < 0.001) to want pharmacogenomic services availability than those without existing conditions, adjusted for age and gender (driven by preferences of those with MMPP than those with single chronic disease). Respondents demonstrated a high level of interest and noted both the potential benefits and downsides of pharmacogenomic testing. Willingness-to-pay was not associated with having a chronic disease and respondents were more positive about primary care (community pharmacy or general practice) rather than hospital-based pharmacogenomics implementation. Conclusion The Irish public in general and those with chronic disease in particular are strongly supportive of pharmacogenomic testing, highlighting an unmet need for its incorporation in medicines optimization. These data underline the need for more research on the implementation of community-based pharmacogenomics services for MMPP patients and ubiquitous pharmacogenomics education programs.
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Affiliation(s)
- Joseph O'Shea
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Cristín Ryan
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Joseph Gallagher
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Claire O'Brien
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Conor Morris
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Eoin Dwyer
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - James Mc Laughlin
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Laura Fitzpatrick
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Maire O'Meara
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Sarah Kelly
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Sophie Knox
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Mark Ledwidge
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
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8
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Public Attitudes toward Pharmacogenomic Testing and Establishing a Statewide Pharmacogenomics Database in the State of Minnesota. J Pers Med 2022; 12:jpm12101615. [PMID: 36294754 PMCID: PMC9604616 DOI: 10.3390/jpm12101615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 09/18/2022] [Accepted: 09/19/2022] [Indexed: 11/07/2022] Open
Abstract
The clinical adoption and implementation of pharmacogenomics (PGx) beyond academic medical centers remains slow, restricting the general population from benefitting from this important component of personalized medicine. As an initial step in the statewide initiative of PGx implementation in Minnesota, we engaged community members and assessed attitudes towards PGx testing and acceptability of establishing a secure statewide PGx database for clinical and research use among Minnesota residents. Data was collected from 808 adult attendees at the 2021 Minnesota State Fair through an electronic survey. Eighty-four percent of respondents felt comfortable getting a PGx test for clinical care. Most respondents trusted health professionals (78.2%) and researchers (73.0%) to keep their PGx data private. The majority expressed their support and interest in participating in a statewide PGx database for clinical and research use (64–72%). Higher acceptability of the statewide PGx database was associated with younger age, higher education, higher health literacy, having health insurance, and prior genetic testing. The study sample representing Minnesota residents expressed high acceptability of receiving PGx testing and willingness to participate in PGx data sharing for clinical and research use. Community support and engagement are needed to advance PGx implementation and research on the state scale.
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Edris A, Callier E, Lahousse L. Precision medicine from a citizen perspective: a survey of public attitudes towards pharmacogenomics in Flanders. BMC Med Genomics 2022; 15:193. [PMID: 36096833 PMCID: PMC9466314 DOI: 10.1186/s12920-022-01308-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Personalized medicine is an emerging field, aiming to improve the safety and efficacy of pharmacotherapy. The field's implementation in clinical care is steadily increasing. Pharmacogenomics are one example of personalized approaches in the clinic and direct-to-consumer (DTC) pharmacogenomic tests have become publicly available. We aimed to assess public opinion on pharmacogenomic research and testing to foster integration within Belgian health care. METHODS A cross-sectional survey was created and disseminated online, focusing on the citizen perspective. Participants' willingness to engage in pharmacogenomic research was the primary outcome. In addition, their awareness, understanding, expectations and overall acceptance towards pharmacogenomic testing was investigated. RESULTS A total of 156 participants (54.5% aged between 18 and 30 years, 45.5% > 30 years; 73.1% females) completed the survey. Half ever experienced side effects (46.2%) and treatment failure (52.6%). Up to 45.5% (n = 71) were willing to participate in pharmacogenomics research, and the majority (78.8%) were convinced that pharmacogenomic tests could help doctors to prescribe them the right medications. Additionally, 76.3% (n = 118) supported a partial reimbursement of pharmacogenomics tests. A minority (5.1%, n = 8) of participants showed interest in DTC tests, and 15.4% (n = 24) expressed privacy concerns regarding pharmacogenomics testing. Participants preferred their healthcare professionals' to perform the test and access their data, but refused commercial providers. CONCLUSION Overall, participants showed a positive attitude towards precision medicine and pharmacogenomics research. Our findings may help guiding future pharmacogenomic implementation initiatives to optimize drug use by using pharmacogenomic information integrated within health care.
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Affiliation(s)
- Ahmed Edris
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Evi Callier
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Lies Lahousse
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
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Development and Validation of the Minnesota Assessment of Pharmacogenomic Literacy (MAPL). J Pers Med 2022; 12:jpm12091398. [PMID: 36143184 PMCID: PMC9506235 DOI: 10.3390/jpm12091398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 08/07/2022] [Accepted: 08/21/2022] [Indexed: 02/02/2023] Open
Abstract
Ensuring that patients have an adequate understanding of pharmacogenomic (PGx) test results is a critical component of implementing precision medicine into clinical care. However, no PGx-specific validated literacy assessment has yet been developed. To address this need, we developed and validated the Minnesota Assessment of Pharmacogenomic Literacy (MAPLTM). Foundational work included a scoping review of patient and general public attitudes and experiences with pharmacogenomic testing, three focus groups, readability assessments, and review by experts and members of the general public. This resulted in a 15-item assessment designed to assess knowledge in four domains: underlying concepts, limitations, benefits, and privacy. For validation, 646 participants completed the MAPL as a part of a larger survey about pharmacogenomic research and statewide PGx implementation. Two items were deemed to be “too easy” and dropped. The remaining 13 items were retained in the final MAPL with good internal reliability (Cronbach’s alpha = 0.75). Confirmatory factor analysis validated the four-domain construct of MAPL and suggested good model performance and high internal validity. The estimated coefficient loadings across 13 questions on the corresponding domains are all positive and statistically significant (p < 0.05). The MAPL covers multiple knowledge domains of specific relevance to PGx and is a useful tool for clinical and research settings where quantitative assessment of PGx literacy is of value.
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11
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Maruf AA, Bousman CA. Approaches and hurdles of implementing pharmacogenetic testing in the psychiatric clinic. PCN REPORTS : PSYCHIATRY AND CLINICAL NEUROSCIENCES 2022; 1:e26. [PMID: 38868642 PMCID: PMC11114389 DOI: 10.1002/pcn5.26] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/07/2022] [Accepted: 06/01/2022] [Indexed: 06/14/2024]
Abstract
Pharmacogenetic (PGx) testing has emerged as a tool for predicting a person's ability to process and react to drugs. Despite the growing evidence-base, enthusiasm, and successful efforts to implement PGx testing in psychiatry, a consensus on how best to implement PGx testing into practice has not been established and numerous hurdles to widespread adoption remain to be overcome. In this article, we summarize the most used approaches and commonly encountered hurdles when implementing PGx testing into routine psychiatric care. We also highlight effective strategies that have been used to overcome hurdles. These strategies include the development of user-friendly clinical workflows for test ordering, use, and communication of results, establishment of test standardization and reimbursement policies, and development of tailored curriculums for educating health-care providers and the public. Although knowledge and awareness of these approaches and strategies to overcome hurdles alone may not be sufficient for successful implementation, they are necessary to ensure the effective spread, scale, and sustainability of PGx testing in psychiatry and other areas of medicine.
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Affiliation(s)
- Abdullah Al Maruf
- Rady Faculty of Health Sciences, College of PharmacyUniversity of ManitobaWinnipegManitobaCanada
- Children's Hospital Research Institute of ManitobaWinnipegManitobaCanada
- Centre on AgingUniversity of ManitobaWinnipegManitobaCanada
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain InstituteUniversity of CalgaryCalgaryAlbertaCanada
- Departments of Psychiatry and Physiology & PharmacologyUniversity of CalgaryCalgaryAlbertaCanada
| | - Chad A. Bousman
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain InstituteUniversity of CalgaryCalgaryAlbertaCanada
- Departments of Psychiatry and Physiology & PharmacologyUniversity of CalgaryCalgaryAlbertaCanada
- Department of Medical GeneticsUniversity of CalgaryCalgaryAlbertaCanada
- Department of Community Health SciencesUniversity of CalgaryCalgaryAlbertaCanada
- Alberta Children's Hospital Research InstituteUniversity of CalgaryCalgaryAlbertaCanada
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Mowbray C, Turner J, Gai J, Jacobs S. Comfort with Pharmacogenetic Testing Amongst Pediatric Oncology Providers and Their Patients. JOURNAL OF PEDIATRIC HEMATOLOGY/ONCOLOGY NURSING 2022; 39:168-177. [PMID: 35467433 PMCID: PMC9462430 DOI: 10.1177/10434542211055999] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Abstract
Background: Pharmacogenetic (PGx) testing, a component of personalized medicine, aims to ensure treatment efficacy while reducing side effects and symptoms. Before this testing becomes routine in the pediatric oncology population, nurses need to understand the knowledge and concerns of providers, patients, and family members with regard to the timing, extent, interpretation, and incorporation of PGx testing. Methods: As part of a comprehensive PGx study (larger study) for children diagnosed with cancer, we surveyed providers and caregivers of children with cancer about their knowledge of and comfort with PGx testing. Caregivers who declined to participate in the larger PGx study were also asked to participate in the survey. Chi-square tests and a two-sample t-test were used to compare variables. Results: One hundred and two participants from the larger PGx study and 12 families who refused (response rate of 77% and 54%, respectively) as well as 29 providers (88%) completed surveys. Families not on the study were less interested in and comfortable with PGx results. Both groups were concerned about health or life insurance discrimination and payment. Providers would like support in ordering PGx testing and interpreting PGx. Discussion: Providers remain wary of most PGx testing, uncomfortable with interpreting and applying the results. Families are interested in the possibilities of personalized prescribing while worried about who has access to their child's genetic information. Further education on relevant tests for providers, including nurses, and the testing process for families, including details on privacy and sharing of genetic information, appear necessary.
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Affiliation(s)
- Catriona Mowbray
- Center of Cancer and Blood Disorders, Children's National
Hospital, Washington, DC, USA
- Catriona Mowbray, PhD, BSN, RN, CPHON,
Center for Cancer and Blood Disorders, Children’s National Hospital, 111
Michigan Ave NW, 3.5 Main rm 157, Washington, DC 20010, USA.
| | - Joyce Turner
- Division of Genetics and Metabolism, Children's National
Hospital, Washington, DC, USA
| | - Jiaxiang Gai
- Division of Biostatistics and Study Methodology, Children's National
Hospital, Washington, DC, USA
| | - Shana Jacobs
- Center of Cancer and Blood Disorders, Children's National
Hospital, Washington, DC, USA
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13
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Martin JL, Lee YM, Corbin LW, Colson R, Aquilante CL. Patients' perspectives of a pharmacist-provided clinical pharmacogenomics service. Pharmacogenomics 2022; 23:463-474. [PMID: 35469451 DOI: 10.2217/pgs-2022-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Aim: To assess the perspectives and experiences of patients who participated in a pharmacist-provided clinical pharmacogenomics (PGx) service. Methods: We conducted individual semistructured interviews with 16 patients who received a pharmacist-provided PGx service. Qualitative data were analyzed to identify pertinent themes. Results: The major themes identified were: heterogeneity of patient PGx experiences and preferences, pharmacists as appropriate providers of PGx services, considerations regarding the use of PGx results in routine healthcare, and perceived applications of PGx testing. Theme-derived considerations included the need to establish appropriate pre-genotyping expectations, individualize patient education, facilitate collaboration with patients' providers and sustainably update patients' PGx information over time. Conclusion: Patient-specific perspectives such as these are important to consider when providing clinical PGx services, with intention of optimizing patient experiences.
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Affiliation(s)
- James L Martin
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Yee Ming Lee
- Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Lisa W Corbin
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Ronald Colson
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Christina L Aquilante
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
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14
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Allen JD, Pittenger AL, Bishop JR. A Scoping Review of Attitudes and Experiences with Pharmacogenomic Testing among Patients and the General Public: Implications for Patient Counseling. J Pers Med 2022; 12:425. [PMID: 35330430 PMCID: PMC8953117 DOI: 10.3390/jpm12030425] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 12/16/2022] Open
Abstract
The use of pharmacogenomic (PGx) tests is increasing, but there are not standard approaches to counseling patients on their implications or results. To inform approaches for patient counseling, we conducted a scoping review of published literature on patient experiences with PGx testing and performed a thematic analysis of qualitative and quantitative reports. A structured scoping review was conducted using Joanna Briggs Institute guidance. The search identified 37 articles (involving n = 6252 participants) published between 2010 and 2021 from a diverse range of populations and using a variety of study methodologies. Thematic analysis identified five themes (reasons for testing/perceived benefit, understanding of results, psychological response, impact of testing on patient/provider relationship, concerns about testing/perceived harm) and 22 subthemes. These results provide valuable context and potential areas of focus during patient counseling on PGx. Many of the knowledge gaps, misunderstandings, and concerns that participants identified could be mitigated by pre- and post-test counseling. More research is needed on patients' PGx literacy needs, along with the development of a standardized, open-source patient education curriculum and the development of validated PGx literacy assessment tools.
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Affiliation(s)
- Josiah D. Allen
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA;
- Medigenics Consulting, LLC, Minneapolis, MN 55407, USA
| | - Amy L. Pittenger
- Department of Pharmaceutical Care and Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Jeffrey R. Bishop
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA;
- Department of Psychiatry and Behavioral Sciences, Medical School, University of Minnesota, Minneapolis, MN 55455, USA
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15
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Fakunle ES, Pratola VG, Peterson SE, Loring JF, Madanat H. The Promoting Equity in Stem Cell Genomics Survey. Regen Med 2022; 17:203-218. [PMID: 35255713 DOI: 10.2217/rme-2021-0081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: This study aimed to determine knowledge and attitudes toward induced pluripotent stem cell technology and biobanking. Methods: A survey instrument was developed to determine individuals' knowledge of and attitudes toward these technologies. Results: Results from 276 ethnically diverse participants who took the online survey demonstrated significant associations (p ≤ 0. 05) in knowledge by ethnicity and race regarding properties of stem cells, different types of stem cells and previous sample donation behavior. Significantly more Whites 39% (n = 53) compared with Blacks or African-Americans 19.2% (n = 14) had previous knowledge of induced pluripotent stem cells (χ2 = 8.544; p = 0.003) Conclusion: Overall, White race was associated with greater knowledge about stem cells and biobanks and greater willingness to donate samples for future research.
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Affiliation(s)
- Eyitayo S Fakunle
- Founder at IFASEMB & Ilera "I am Pluripotent", Chandler, AZ 85286, USA.,Currently employed at Covis Pharmaceuticals, Grafenauweg 12, 6300 Zug, Switzerland.,J. Orin Edson Entrepreneurship + Innovation Institute, Venture Devils Program for startups, Arizona State University, Tempe, AZ 85281, USA
| | - Victoria Glenn Pratola
- The Scripps Research Institute, Center for Regenerative Medicine, La Jolla, CA 92037 USA
| | - Suzanne E Peterson
- The Scripps Research Institute, Center for Regenerative Medicine, La Jolla, CA 92037 USA
| | - Jeanne F Loring
- The Scripps Research Institute, Center for Regenerative Medicine, La Jolla, CA 92037 USA.,Graduate School of Public Health, Division of Health Promotion and Behavioral Science San Diego State University, San Diego, CA 92182, USA
| | - Hala Madanat
- Interim Vice President for Research and Innovation, Distinguished Professor, School of Public Health, Core Investigator, Institute for Behavioral and Community Health San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4162
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16
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Lee G, Varughese LA, Conway L, Stojinski C, Ashokkumar S, Monono K, Matthai W, Kolansky DM, Giri J, Tuteja S. Attitudes toward pharmacogenetics in patients undergoing CYP2C19 testing following percutaneous coronary intervention. Per Med 2022; 19:93-101. [PMID: 34984913 DOI: 10.2217/pme-2021-0064] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Aim: Patient knowledge and attitudes toward pharmacogenetic (PGx) testing may impact adoption of clinical testing. Methods: Questionnaires regarding knowledge, attitudes and ethics of PGx testing were distributed to 504 patients enrolled in the ADAPT study conducted at two urban hospitals in Philadelphia, Pennsylvania, USA. Responses were assessed using multivariable logistic regression. Results: 311 completed the survey (62% response rate). 74% were unaware of PGx testing, but 79% indicated using PGx results to predict medication efficacy was important. In a multivariable model, higher education level (p = 0.031) and greater genetics knowledge (p < 0.001) were associated with more positive attitudes toward PGx testing. Conclusion: Greater patient knowledge of genetics was associated with a more positive attitude toward PGx testing, indicating that educational strategies aimed at increasing genetics knowledge may enhance adoption of PGx testing in the clinic.
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Affiliation(s)
- Grace Lee
- Department of Genetic Counseling, Arcadia University, Glenside, PA, USA
| | - Lisa A Varughese
- Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Laura Conway
- Department of Genetic Counseling, Arcadia University, Glenside, PA, USA.,Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Carol Stojinski
- Department of Medicine, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Sandhya Ashokkumar
- Department of Medicine, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Karen Monono
- Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - William Matthai
- Cardiovascular Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Daniel M Kolansky
- Cardiovascular Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jay Giri
- Cardiovascular Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.,Penn Cardiovascular Outcomes, Quality, & Evaluative Research Center & the Leonard Davis Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sony Tuteja
- Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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17
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Gene-drug pairings for antidepressants and antipsychotics: level of evidence and clinical application. Mol Psychiatry 2022; 27:593-605. [PMID: 34754108 DOI: 10.1038/s41380-021-01340-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 09/23/2021] [Accepted: 10/01/2021] [Indexed: 11/09/2022]
Abstract
Substantial inter-individual discrepancies exist in both therapeutic effectiveness and adverse effects of antidepressant and antipsychotic medications, which can, in part, be explained by genetic variation. Here, we searched the Pharmacogenomics Knowledge Base for gene-antidepressant and gene-antipsychotic pairs with the highest level of evidence. We then extracted and compared the associated prescribing recommendations for these pairs developed by the Clinical Pharmacogenomics Implementation Consortium, the Dutch Pharmacogenetics Working Group or approved product labels in the US, Canada, Europe, and Asia. Finally, we highlight key economical, educational, regulatory, and ethical issues that, if not appropriately considered, can hinder the implementation of these recommendations in clinical practice. Our review indicates that evidence-based guidelines are available to assist with the implementation of pharmacogenetic-guided antidepressant and antipsychotic prescribing, although the maximum impact of these guidelines on patient care will not be realized until key barriers are minimized or eliminated.
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18
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Ruel-Gagné S, Simonyan D, Légaré J, Bessette L, Fortin PR, Lacaille D, Dogba MJ, Michou L. Expectations and educational needs of rheumatologists, rheumatology fellows and patients in the field of precision medicine in Canada, a quantitative cross-sectional and descriptive study. BMC Rheumatol 2021; 5:52. [PMID: 34839831 PMCID: PMC8627786 DOI: 10.1186/s41927-021-00222-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 08/03/2021] [Indexed: 11/10/2022] Open
Abstract
Background Precision medicine, as a personalized medicine approach based on biomarkers, is a booming field. In general, physicians and patients have a positive attitude toward precision medicine, but their knowledge and experience are limited. In this study, we aimed at assessing the expectations and educational needs for precision medicine among rheumatologists, rheumatology fellows and patients with rheumatic diseases in Canada. Methods We conducted two anonymous online surveys between June and August 2018, one with rheumatologists and fellows and one with patients assessing precision medicine expectations and educational needs. Descriptive statistics were performed. Results 45 rheumatologists, 6 fellows and 277 patients answered the survey. 78% of rheumatologists and fellows and 97.1% of patients would like to receive training on precision medicine. Most rheumatologists and fellows agreed that precision medicine tests are relevant to medical practice (73.5%) with benefits such as helping to determine prognosis (58.9%), diagnosis (79.4%) and avoid treatment toxicity (61.8%). They are less convinced of their usefulness in helping to choose the most effective treatment and to improve patient adherence (23.5%). Most patients were eager to take precision medicine tests that could predict disease prognosis (92.4%), treatment response (98.1%) or drug toxicity (93.4%), but they feared potential negative impacts like loss of insurability (62.2%) and high cost of the test (57.5%). Conclusions Our study showed that rheumatologists and patients in Canada are overall interested in getting additional precision medicine education. Indeed, while convinced of the potential benefits of precision medicine tests, most physicians don’t feel confident in their abilities and consider their training insufficient to incorporate them into clinical practice. Supplementary Information The online version contains supplementary material available at 10.1186/s41927-021-00222-2.
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Affiliation(s)
- Sophie Ruel-Gagné
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada
| | - David Simonyan
- Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada
| | | | - Louis Bessette
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada.,Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada
| | - Paul R Fortin
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada.,Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada
| | - Diane Lacaille
- Arthritis Research Canada, University of British Columbia, Vancouver, BC, Canada
| | - Maman Joyce Dogba
- Department of Family and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec, Canada.,Centre de Recherche en Santé Durable VITAM, Quebec, Canada
| | - Laëtitia Michou
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada. .,Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada.
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19
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Underrepresented patient views and perceptions of personalized medication treatment through pharmacogenomics. NPJ Genom Med 2021; 6:90. [PMID: 34725343 PMCID: PMC8560901 DOI: 10.1038/s41525-021-00253-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 10/04/2021] [Indexed: 11/10/2022] Open
Abstract
Within an institutional pharmacogenomics implementation program, we surveyed 463 outpatients completing preemptive pharmacogenomic testing whose genetic results were available to providers for guiding medication treatment. We compared views and experiences from self-reported White and Black patients, including education level as a covariate across analyses. Black patients were less confident about whether their providers made personalized treatment decisions, and overwhelmingly wanted a greater role for their genetic information in clinical care. Both groups similarly reported that providers asked their opinions regarding medication changes, but White patients were more likely (59% vs. 49%, P = 0.005) to discuss the impact of personal/genetic makeup on medication response with providers, and Black patients reported initiating such discussions much less frequently (4% vs. 15%, P = 0.037). Opportunities exist for enhanced communication with underrepresented patients around personalized care. Tailored communication strategies and development of support tools employed in diverse healthcare settings may facilitate pharmacogenomically guided medication treatment that equitably benefits minority patient populations.
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20
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Etchegary H, Pullman D, Simmonds C, Rabie Z, Rahman P. Identifying Aspects of Public Attitudes Toward Whole Genome Sequencing to Inform the Integration of Genomics into Care. Public Health Genomics 2021; 24:229-240. [PMID: 34038902 DOI: 10.1159/000515952] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 03/16/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION The growth of global sequencing initiatives and commercial genomic test offerings suggests the public will increasingly be confronted with decisions about sequencing. Understanding public attitudes can assist efforts to integrate sequencing into care and inform the development of public education and outreach strategies. METHODS A 48-item online survey was advertised on Facebook in Eastern Canada and hosted on SurveyMonkey in late 2018. The survey measured public interest in whole genome sequencing and attitudes toward various aspects of sequencing using vignettes, scaled, and open-ended items. RESULTS While interest in sequencing was high, critical attitudes were observed. In particular, items measuring features of patient control and choice regarding genomic data were strongly endorsed by respondents. Majority wanted to specify upfront how their data could be used, retain the ability to withdraw their sample at a later date, sign a written consent form, and speak to a genetic counselor prior to sequencing. Concerns about privacy and unauthorized access to data were frequently observed. Education level was the sociodemographic variable most often related to attitude statements such that those with higher levels of education generally displayed more critical attitudes. CONCLUSIONS Attitudes identified here could be used to inform the development of implementation strategies for genomic medicine. Findings suggest health systems must address patient concerns about privacy, consent practices, and the strong desire to control what happens to their genomic data through public outreach and education. Specific oversight procedures and policies that are clearly communicated to the public will be required.
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Affiliation(s)
- Holly Etchegary
- Assistant Professor Clinical Epidemiology, Faculty of Medicine, Memorial University, St. John's, Newfoundland, Canada
| | - Daryl Pullman
- Professor of Medicine (Bioethics), Faculty of Medicine, Memorial University, St. John's, Newfoundland, Canada
| | - Charlene Simmonds
- Manager, Health Research Unit, Faculty of Medicine, Memorial University, St. John's, Newfoundland, Canada
| | - Zoha Rabie
- Research Assistant, Faculty of Medicine, Memorial University, St. John's, Newfoundland, Canada
| | - Proton Rahman
- Professor of Medicine (Rheumatology), Memorial University and Rheumatologist, Eastern Regional Health Authority, St. John's, Newfoundland, Canada
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21
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Surofchy D, Mnatzaganian C, Sarino L, Kuo G. Perceptions and Attitudes of Pharmacogenomics Through the Lens of Community Pharmacists and Patients. JOURNAL OF CONTEMPORARY PHARMACY PRACTICE 2021. [DOI: 10.37901/jcphp20-00016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Background
Pharmacists represent some of the most accessible healthcare workers and are in an opportune position to spearhead new clinical initiatives, such as pharmacogenomics (PGx) services. It is important that we understand the perceptions and attitudes both pharmacists and patients have regarding PGx and potential barriers of implementing it into routine clinical practice.
Methods
A cross-sectional survey study was conducted across one regional division of a large community pharmacy chain to assess the perceptions and attitudes of pharmacists and patients regarding PGx in California. A secondary aim was to determine perceived barriers to PGx implementation into community pharmacies.
Results
The majority (67%) of pharmacists agreed or strongly agreed to understanding PGx compared to 35% of patients being aware of PGx (p<0.001). More patients (62%) preferred their pharmacist compared to pharmacists (43%) preferring themselves as a provider to manage patients' medications based on their PGx results (p<0.01). Many patients (88%) expressed interest in participating in a PGx test; both pharmacists (84%) and patients (85%) were unlikely to have participated or know someone who has participated in PGx testing. Pharmacists and patients expressed similar concerns about privacy of their PGx data by employers (p=0.287) and insurers (p=0.953), a potential barrier to PGx implementation.
Conclusion
Pharmacists are well positioned to spearhead PGx consultations and patients are interested in pharmacists using PGx to help manage their medications; however, various barriers were identified that must be overcome for PGx to become incorporated in routine practice.
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Affiliation(s)
- Dalga Surofchy
- University of California San Diego School of Pharmacy and Pharmaceutical Sciences
| | | | - Lord Sarino
- University of California San Diego School of Pharmacy and Pharmaceutical Sciences
| | - Grace Kuo
- Oregon State University College of Pharmacy
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22
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Stancil SL, Berrios C, Abdel-Rahman S. Adolescent perceptions of pharmacogenetic testing. Pharmacogenomics 2021; 22:335-343. [PMID: 33849282 PMCID: PMC8173518 DOI: 10.2217/pgs-2020-0177] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 03/05/2021] [Indexed: 11/21/2022] Open
Abstract
Background: Despite the expansion of pharmacogenetics (PGx), the views of pediatric patients remain unknown. This study explores adolescents' understanding and perceptions of PGx testing. Methods: Adolescents who had PGx testing were interviewed and their electronic health records were reviewed. Results: Adolescents accurately described reason for testing and most felt the results impacted their current and future care. None perceived risks to securing future employment or insurance. All felt PGx would benefit their peers. Conclusion: Adolescents understand the reasons for PGx and perceive testing to be useful, low risk and applicable to peers. Findings from this study advocate for the inclusion of adolescents in shared decision-making regarding testing and for active engagement in the discussion of results.
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Affiliation(s)
- Stephani L Stancil
- Division of Adolescent Medicine, Children’s Mercy Kansas City, MO 64108, USA
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, MO 64108, USA
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, MO 64108, USA
| | - Courtney Berrios
- Genomic Medicine Center, Children’s Mercy Kansas City, MO 64108, USA
| | - Susan Abdel-Rahman
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, MO 64108, USA
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, MO 64108, USA
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23
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Martin AP, Downing J, Collins B, Godman B, Alfirevic A, Greenhalgh KL, Pirmohamed M. Examining the uptake of predictive BRCA testing in the UK; findings and implications. Eur J Hum Genet 2021; 29:699-708. [PMID: 33328582 PMCID: PMC8115171 DOI: 10.1038/s41431-020-00783-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 10/19/2020] [Accepted: 10/29/2020] [Indexed: 11/08/2022] Open
Abstract
Predictive BRCA testing is offered to asymptomatic individuals to predict future risk where a variant has been identified in a relative. It is uncertain whether all eligible relatives access testing, and whether this is related to health care inequalities. Our aim was to analyse trends and inequalities in uptake of testing, and identify predictors of testing and time-to-receipt of testing. A database from April 2010 to March 2017 was collated. Multivariate analysis explored individual associations with testing. Predictor variables included gender, BRCA test type, cancer history, Index of Multiple Deprivation (IMD) and education status. To evaluate factors associated with time-to-testing, a Cox proportional-hazards (CP) model was used. Of 779 tests undertaken, 336 (43.1%) were identified with a BRCA variant. A total of 537 (68.9%) were female and in 83.4% (387/464) of probands, predictive testing was received by relatives. Analysis identified inequalities since decreased testing was found when the proband was unaffected by cancer (OR 0.14, 95% CI 0.06-0.33). Median time-to-testing was 390 days (range, 0-7090 days) and the CP model also identified inequalities in the hazard ratio (HR) for testing for people aged >40 was higher than for aged <40 (HR 1.41, 95% CI 1.20-1.67) and BRCA2 testing was higher than for BRCA1 testing (HR 1.39, 95% CI 1.18-1.64). Reduced testing was found when probands were unaffected by cancer and time-to-testing was found to vary by age and BRCA1/2 test. Given limited study sample size, further research is recommended to examine inequalities in predictive BRCA testing.
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Affiliation(s)
- Antony P Martin
- National Institute for Health Research, Collaborations for Leadership in Applied Health Research and Care, North West Coast (NIHR CLAHRC NWC), North West Coast, UK.
- Wolfson Centre for Personalised Medicine, University of Liverpool, Liverpool, UK.
| | - Jennifer Downing
- National Institute for Health Research, Collaborations for Leadership in Applied Health Research and Care, North West Coast (NIHR CLAHRC NWC), North West Coast, UK
- Wolfson Centre for Personalised Medicine, University of Liverpool, Liverpool, UK
| | - Brendan Collins
- Department of Public Health & Policy, University of Liverpool, Liverpool, UK
| | - Brian Godman
- Department of Clinical Pharmacology, Karolinska Institute, Stockholm, Sweden
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Garankuwa, South Africa
| | - Ana Alfirevic
- National Institute for Health Research, Collaborations for Leadership in Applied Health Research and Care, North West Coast (NIHR CLAHRC NWC), North West Coast, UK
- Wolfson Centre for Personalised Medicine, University of Liverpool, Liverpool, UK
| | | | - Munir Pirmohamed
- National Institute for Health Research, Collaborations for Leadership in Applied Health Research and Care, North West Coast (NIHR CLAHRC NWC), North West Coast, UK
- Wolfson Centre for Personalised Medicine, University of Liverpool, Liverpool, UK
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24
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Siamoglou S, Koromina M, Politopoulou K, Samiou CG, Papadopoulou G, Balasopoulou A, Kanavos A, Mitropoulou C, Patrinos GP, Vasileiou K. Attitudes and Awareness Toward Pharmacogenomics and Personalized Medicine Adoption Among Health Sciences Trainees: Experience from Greece and Lessons for Europe. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2021; 25:190-199. [PMID: 33646050 DOI: 10.1089/omi.2020.0230] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The increasing incorporation of genomics in clinical practice underscores the need to improve genomics knowledge and familiarity among future health care providers. To this end, it is important to consider both the "push" and the "pull" factors that shape or determine the transition of new personalized medicine (PM) discoveries to clinical practice. One of the pull factors involves the attitudes, values, and education of the user communities such as patients, physicians, and scientists who are poised to use the PM diagnostics. Among the push factors are often health scientists who contribute to PM science and development efforts. Seen in this light, health sciences trainees represent both the push and pull factors, not to mention the next generation of stakeholders and innovation actors who will make PM a reality in mainstream medical practice in the future. Τhis study aimed at investigating and comparing awareness and attitudes (ethical and other) on pharmacogenomics (PGx) and PM adoption among undergraduate students from the school of health sciences and other students. A convenience sample was used in this survey in two groups of students: 205 students from the School of Health Sciences and 141 students from other schools (e.g., biology, computer engineering, and business administration) of the University of Patras, Greece, and mostly at undergraduate education level. We observed that despite the relatively low level of awareness about genetics, PGx, and relevant notions, both groups of students were very optimistic about the genetic testing usefulness and professed their positive anticipations about PGx on disease management. Thus, health sciences students and those in other faculties appeared to be avid proponents of genetics testing and in favor of public endorsement of the concepts of individually tailored medicine. This case study in Greece is one of the first studies on perceptions and attitudes toward PGx testing and PM in Southern Europe. Of importance, the study informs the prospects and challenges on the push and pull factors of PM innovation while offering potential lessons for future PM curriculum needs in health sciences in other countries in Europe.
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Affiliation(s)
- Stavroula Siamoglou
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
| | - Maria Koromina
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
- The Golden Helix Foundation, London, United Kingdom
| | | | | | - Georgia Papadopoulou
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
| | - Angeliki Balasopoulou
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
| | - Andreas Kanavos
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
| | | | - George P Patrinos
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
- Department of Pathology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
- Zayed Bin Sultan Center for Health Sciences, United Arab Emirates University, Al Ain, UAE
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25
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Halverson CM, Pratt VM, Skaar TC, Schwartz PH. Ending the pharmacogenomic gag rule: the imperative to report all results. Pharmacogenomics 2021; 22:191-193. [PMID: 33622053 DOI: 10.2217/pgs-2020-0172] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Colin Me Halverson
- Center for Bioethics, Indiana University, Indianapolis, IN 46202, USA.,Department of Medicine, Division of General Internal Medicine & Geriatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Victoria M Pratt
- Department of Medical & Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Todd C Skaar
- Department of Medicine, Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Peter H Schwartz
- Center for Bioethics, Indiana University, Indianapolis, IN 46202, USA.,Department of Medicine, Division of General Internal Medicine & Geriatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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26
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Meagher KM, Curtis SH, Borucki S, Beck A, Srinivasan T, Cheema A, Sharp RR. Communicating unexpected pharmacogenomic results to biobank contributors: A focus group study. PATIENT EDUCATION AND COUNSELING 2021; 104:242-249. [PMID: 32919825 DOI: 10.1016/j.pec.2020.08.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 07/08/2020] [Accepted: 08/19/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVES The goals of this study were to explore 1) the impact of returning unexpected pharmacogenomic (PGx) results to biobank contributors, and 2) participant views about improving communication. METHODS We conducted a qualitative focus group study with biobank participants (N = 54) who were notified by mail of an individual research result indicating increased risk for adverse events associated with the common cancer drug 5-fluorouracil (5-FU). We employed a framework approach for analysis. RESULTS Our results revealed three themes illustrating participants' questions and uncertainty, especially regarding how to share results with health providers and family members, and remember them over time. Participants valued results for themselves and others, and for the future of medicine. Risk perception was framed by health identity. "Toxicity narratives," or familiarity with another's adverse reaction to chemotherapy, increased the sense of importance participants reported. CONCLUSION These focus group results highlight research participant remaining questions and high valuation of PGx results, even when unexpected. PRACTICE IMPLICATIONS We identify PGx research participants' needs for clear clinical translation messaging that attends to health identity, pragmatics of sharing information with family members, and patient perceptions of barriers to transferring research results to a clinical context.
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Affiliation(s)
- Karen M Meagher
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA
| | - Susan H Curtis
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA
| | | | - Annika Beck
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA
| | | | - Amal Cheema
- Geisel School of Medicine, Dartmouth College, Hanover, USA
| | - Richard R Sharp
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA.
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Ward KM, Taubman DS, Pasternak AL, Burghardt KJ, Ellingrod VL, Parikh SV. Teaching psychiatric pharmacogenomics effectively: Evaluation of a novel interprofessional online course. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2021. [DOI: 10.1002/jac5.1381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Kristen M. Ward
- Department of Clinical Pharmacy, College of Pharmacy University of Michigan Ann Arbor Michigan USA
| | | | - Amy L. Pasternak
- Department of Clinical Pharmacy, College of Pharmacy University of Michigan Ann Arbor Michigan USA
| | - Kyle J. Burghardt
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences Wayne State University Detroit Michigan USA
| | - Vicki L. Ellingrod
- Department of Clinical Pharmacy, College of Pharmacy University of Michigan Ann Arbor Michigan USA
- Department of Psychiatry, School of Medicine University of Michigan Ann Arbor Michigan USA
| | - Sagar V. Parikh
- Department of Psychiatry University of Michigan Ann Arbor Michigan USA
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Malsagova KA, Butkova TV, Kopylov AT, Izotov AA, Potoldykova NV, Enikeev DV, Grigoryan V, Tarasov A, Stepanov AA, Kaysheva AL. Pharmacogenetic Testing: A Tool for Personalized Drug Therapy Optimization. Pharmaceutics 2020; 12:E1240. [PMID: 33352764 PMCID: PMC7765968 DOI: 10.3390/pharmaceutics12121240] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 12/15/2020] [Accepted: 12/17/2020] [Indexed: 12/14/2022] Open
Abstract
Pharmacogenomics is a study of how the genome background is associated with drug resistance and how therapy strategy can be modified for a certain person to achieve benefit. The pharmacogenomics (PGx) testing becomes of great opportunity for physicians to make the proper decision regarding each non-trivial patient that does not respond to therapy. Although pharmacogenomics has become of growing interest to the healthcare market during the past five to ten years the exact mechanisms linking the genetic polymorphisms and observable responses to drug therapy are not always clear. Therefore, the success of PGx testing depends on the physician's ability to understand the obtained results in a standardized way for each particular patient. The review aims to lead the reader through the general conception of PGx and related issues of PGx testing efficiency, personal data security, and health safety at a current clinical level.
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Affiliation(s)
- Kristina A. Malsagova
- Biobanking Group, Branch of Institute of Biomedical Chemistry “Scientific and Education Center”, 109028 Moscow, Russia; (T.V.B.); (A.T.K.); (A.A.I.); (A.A.S.); (A.L.K.)
| | - Tatyana V. Butkova
- Biobanking Group, Branch of Institute of Biomedical Chemistry “Scientific and Education Center”, 109028 Moscow, Russia; (T.V.B.); (A.T.K.); (A.A.I.); (A.A.S.); (A.L.K.)
| | - Arthur T. Kopylov
- Biobanking Group, Branch of Institute of Biomedical Chemistry “Scientific and Education Center”, 109028 Moscow, Russia; (T.V.B.); (A.T.K.); (A.A.I.); (A.A.S.); (A.L.K.)
| | - Alexander A. Izotov
- Biobanking Group, Branch of Institute of Biomedical Chemistry “Scientific and Education Center”, 109028 Moscow, Russia; (T.V.B.); (A.T.K.); (A.A.I.); (A.A.S.); (A.L.K.)
| | - Natalia V. Potoldykova
- Institute of Urology and Reproductive Health, Sechenov University, 119992 Moscow, Russia; (N.V.P.); (D.V.E.); (V.G.)
| | - Dmitry V. Enikeev
- Institute of Urology and Reproductive Health, Sechenov University, 119992 Moscow, Russia; (N.V.P.); (D.V.E.); (V.G.)
| | - Vagarshak Grigoryan
- Institute of Urology and Reproductive Health, Sechenov University, 119992 Moscow, Russia; (N.V.P.); (D.V.E.); (V.G.)
| | - Alexander Tarasov
- Institute of Linguistics and Intercultural Communication, Sechenov University, 119992 Moscow, Russia;
| | - Alexander A. Stepanov
- Biobanking Group, Branch of Institute of Biomedical Chemistry “Scientific and Education Center”, 109028 Moscow, Russia; (T.V.B.); (A.T.K.); (A.A.I.); (A.A.S.); (A.L.K.)
| | - Anna L. Kaysheva
- Biobanking Group, Branch of Institute of Biomedical Chemistry “Scientific and Education Center”, 109028 Moscow, Russia; (T.V.B.); (A.T.K.); (A.A.I.); (A.A.S.); (A.L.K.)
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Chakravarthy R, Stallings SC, Williams M, Hollister M, Davidson M, Canedo J, Wilkins CH. Factors influencing precision medicine knowledge and attitudes. PLoS One 2020; 15:e0234833. [PMID: 33175834 PMCID: PMC7657499 DOI: 10.1371/journal.pone.0234833] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 10/25/2020] [Indexed: 11/25/2022] Open
Abstract
Precision medicine holds great promise for improving health and reducing health disparities that can be most fully realized by advancing diversity and inclusion in research participants. Without engaging underrepresented groups, precision medicine could not only fail to achieve its promise but also further exacerbate the health disparities already burdening the most vulnerable. Yet underrepresentation by people of non-European ancestry continues in precision medicine research and there are disparities across racial groups in the uptake of precision medicine applications and services. Studies have explored possible explanations for population differences in precision medicine participation, but full appreciation of the factors involved is still developing. To better inform the potential for addressing health disparities through PM, we assessed the relationship of precision medicine knowledge and trust in biomedical research with sociodemographic variables. Using a series of linear regression models applied to survey data collected in a diverse sample, we analyzed variation in both precision medicine knowledge and trust in biomedical research with socioeconomic factors as a way to understand the range of precision medicine knowledge (PMK) in a broadly representative group and its relationship to trust in research and demographic characteristics. Our results demonstrate that identifying as Black, while significantly PMK, explains only 1.5% of the PMK variance in unadjusted models and 7% of overall variance in models adjusted for meaningful covariates such as age, marital status, employment, and education. We also found a positive association between PMK and trust in biomedical research. These results indicate that race is a factor affecting PMK, even after accounting for differences in sociodemographic variables. Additional work is needed, however, to identify other factors contributing to variation in PMK as we work to increase diversity and inclusion in precision medicine applications.
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Affiliation(s)
- Rohini Chakravarthy
- Vanderbilt University School of Medicine, Nashville, TN, United States of America
| | | | - Michael Williams
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN, United States of America
| | - Megan Hollister
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN, United States of America
| | - Mario Davidson
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN, United States of America
| | - Juan Canedo
- Department of Medicine, Division of Geriatrics, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Consuelo H. Wilkins
- Meharry-Vanderbilt Alliance, Nashville, TN, United States of America
- Department of Medicine, Division of Geriatrics, Vanderbilt University Medical Center, Nashville, TN, United States of America
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Bousman CA, Bengesser SA, Aitchison KJ, Amare AT, Aschauer H, Baune BT, Asl BB, Bishop JR, Burmeister M, Chaumette B, Chen LS, Cordner ZA, Deckert J, Degenhardt F, DeLisi LE, Folkersen L, Kennedy JL, Klein TE, McClay JL, McMahon FJ, Musil R, Saccone NL, Sangkuhl K, Stowe RM, Tan EC, Tiwari AK, Zai CC, Zai G, Zhang J, Gaedigk A, Müller DJ. Review and Consensus on Pharmacogenomic Testing in
Psychiatry. PHARMACOPSYCHIATRY 2020; 54:5-17. [DOI: 10.1055/a-1288-1061] [Citation(s) in RCA: 101] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
AbstractThe implementation of pharmacogenomic (PGx) testing in psychiatry remains modest,
in part due to divergent perceptions of the quality and completeness of the
evidence base and diverse perspectives on the clinical utility of PGx testing
among psychiatrists and other healthcare providers. Recognizing the current lack
of consensus within the field, the International Society of Psychiatric Genetics
assembled a group of experts to conduct a narrative synthesis of the PGx
literature, prescribing guidelines, and product labels related to psychotropic
medications as well as the key considerations and limitations related to the use
of PGx testing in psychiatry. The group concluded that to inform medication
selection and dosing of several commonly-used antidepressant and antipsychotic
medications, current published evidence, prescribing guidelines, and product
labels support the use of PGx testing for 2 cytochrome P450 genes (CYP2D6,
CYP2C19). In addition, the evidence supports testing for human leukocyte
antigen genes when using the mood stabilizers carbamazepine (HLA-A and
HLA-B), oxcarbazepine (HLA-B), and phenytoin (CYP2C9, HLA-B). For
valproate, screening for variants in certain genes (POLG, OTC, CSP1) is
recommended when a mitochondrial disorder or a urea cycle disorder is suspected.
Although barriers to implementing PGx testing remain to be fully resolved, the
current trajectory of discovery and innovation in the field suggests these
barriers will be overcome and testing will become an important tool in
psychiatry.
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Affiliation(s)
- Chad A. Bousman
- Departments of Medical Genetics, Psychiatry, Physiology &
Pharmacology, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of
Calgary, Calgary, AB, Canada
- Alberta Children’s Hospital Research Institute, Calgary, AB,
Canada
- Department of Psychiatry, Melbourne Medical School, The University of
Melbourne, Melbourne, VIC, Australia
| | - Susanne A. Bengesser
- Department of Psychiatry and Psychotherapeutic Medicine, Medical
University of Graz, Austria
| | - Katherine J. Aitchison
- Departments of Psychiatry, Medical Genetics and the Neuroscience and
Mental Health Institute, University of Alberta, Edmonton, AB,
Canada
| | - Azmeraw T. Amare
- Discipline of Psychiatry, School of Medicine, University of Adelaide,
Adelaide, SA, Australia
- South Australian Health and Medical Research Institute (SAHMRI),
Adelaide, SA, Australia
| | - Harald Aschauer
- Biopsychosocial Corporation (BioPsyC), non-profit association, Vienna,
Austria
| | - Bernhard T. Baune
- Department of Psychiatry and Psychotherapy, University of
Münster, Germany
- Department of Psychiatry, Melbourne Medical School, The University of
Melbourne, Melbourne, VIC, Australia
- The Florey Institute of Neuroscience and Mental Health, The University
of Melbourne, Parkville, VIC, Australia
| | - Bahareh Behroozi Asl
- Departments of Psychiatry, Medical Genetics and the Neuroscience and
Mental Health Institute, University of Alberta, Edmonton, AB,
Canada
| | - Jeffrey R. Bishop
- Department of Experimental and Clinical Pharmacology, University of
Minnesota College of Pharmacy and Department of Psychiatry, University of
Minnesota Medical School, Minneapolis, MN, USA
| | - Margit Burmeister
- Michigan Neuroscience Institute and Departments of Computational
Medicine & Bioinformatics, Human Genetics and Psychiatry, The University
of Michigan, Ann Arbor MI, USA
| | - Boris Chaumette
- Institute of Psychiatry and Neuroscience of Paris, GHU Paris
Psychiatrie & Neurosciences, University of Paris, Paris,
France
- Department of Psychiatry, McGill University, Montreal,
Canada
| | - Li-Shiun Chen
- Departments of Psychiatry and Genetics, Washington University School of
Medicine in St. Louis, USA
| | - Zachary A. Cordner
- Department of Psychiatry & Behavioral Sciences, Johns Hopkins
University School of Medicine, Baltimore, MD, USA
| | - Jürgen Deckert
- Department of Psychiatry, Psychosomatics and Psychotherapy, Center of
Mental Health, Würzburg, Germany
| | - Franziska Degenhardt
- Institute of Human Genetics, University of Bonn, School of Medicine
& University Hospital Bonn, Bonn, Germany
- Department of Child and Adolescent Psychiatry, Psychosomatics and
Psychotherapy, University Hospital Essen, University of Duisburg-Essen,
Duisburg, Germany
| | - Lynn E. DeLisi
- Department of Psychiatry, Harvard Medical School, Cambridge Health
Alliance, Cambridge, Massachusetts, USA
| | - Lasse Folkersen
- Institute of Biological Psychiatry, Capital Region Hospitals,
Copenhagen, Denmark
| | - James L. Kennedy
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
- Centre for Addiction and Mental Health, University of Toronto, Toronto,
Ontario, Canada
| | - Teri E. Klein
- Department of Biomedical Data Science, Stanford University, Stanford,
California, USA
| | - Joseph L. McClay
- Department of Pharmacotherapy and Outcome Science, Virginia
Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - Francis J. McMahon
- Human Genetics Branch, National Institute of Mental Health, Bethesda,
MD, USA
| | - Richard Musil
- Department of Psychiatry and Psychotherapy,
Ludwig-Maximilians-University, Munich, Germany
| | - Nancy L. Saccone
- Departments of Psychiatry and Genetics, Washington University School of
Medicine in St. Louis, USA
| | - Katrin Sangkuhl
- Department of Biomedical Data Science, Stanford University, Stanford,
California, USA
| | - Robert M. Stowe
- Departments of Psychiatry and Neurology (Medicine), University of
British Columbia, USA
| | - Ene-Choo Tan
- KK Research Centre, KK Women’s and Children’s Hospital,
Singapore, Singapore
| | - Arun K. Tiwari
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
- Centre for Addiction and Mental Health, University of Toronto, Toronto,
Ontario, Canada
| | - Clement C. Zai
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
- Centre for Addiction and Mental Health, University of Toronto, Toronto,
Ontario, Canada
| | - Gwyneth Zai
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
- Centre for Addiction and Mental Health, University of Toronto, Toronto,
Ontario, Canada
| | - Jianping Zhang
- Department of Psychiatry, Weill Cornell Medical College, New
York-Presbyterian Westchester Division, White Plains, NY, USA
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology & Therapeutic
Innovation, Children’s Mercy Kansas City, Kansas City and School of
Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Daniel J Müller
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
- Centre for Addiction and Mental Health, University of Toronto, Toronto,
Ontario, Canada
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Park S, Woo SC, Ban HJ, Lee S, Kim SY, Jin HJ. Perception on genetic testing in Korean medicine doctors: A mobile-based survey. Integr Med Res 2020; 10:100643. [PMID: 33117652 PMCID: PMC7581927 DOI: 10.1016/j.imr.2020.100643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/09/2020] [Accepted: 08/10/2020] [Indexed: 11/30/2022] Open
Abstract
Background Currently, genetic testing is widely used to understand individual characteristics. In Korea, genetic testing has been in use, but not actively in Korean Medicine (KM). To examine the perceptions of genetic testing, we performed online survey to Korean Medicine doctors (KMDs). Methods The survey was a mobile-based study that was developed by 6 survey specialists based on electronic database search results. The questionnaire consisted of 6 categories: general characteristics of respondents, understanding of genetic testing, demand for using genetic testing, application field and utilization level of genetic testing, limitations of genetic testing, and plans and necessary efforts to begin using genetic testing based on an 11-point Likert scale. Results With the response rate of 27.2% (n = 544), 46.9% of respondents answered that they understood the definition and mechanism of genetic testing. About 80% of KMDs responded that they would be willing to use genetic testing results; a notable reason for this was the need for more objective and evidence-based test results. KMDs recognized that genetic testing could not only provide personalized treatment and care, but also help communicate with patients. Conclusions This study observed KMDs’ perceptions of the potential clinical benefits of genetic testing. We confirmed that development of genetic testing technology, knowledge of their use, and new technology-friendly policies are essential for expanding the genetic testing technology in Korean medicine.
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Affiliation(s)
- Sunju Park
- Department of Preventive Medicine, College of Korean Medicine, Daejeon University, Daejeon, Republic of Korea
| | - Seong-Cheon Woo
- College of Korean Medicine, Daejeon University, Daejeon, Republic of Korea
| | - Hyo-Jeong Ban
- Intellectual Informatics Team, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
| | - Siwoo Lee
- Future Medicine Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
| | - Song-Yi Kim
- Department of Anatomy and Acupoint, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
- Corresponding author at: Department of Anatomy and Acupoint, College of Korean Medicine, Gachon University, 1342 Seongnamdaero, Sujeong-gu, Seongnam, Gyeonggi-do, 13120, Republic of Korea
| | - Hee-Jeong Jin
- Intellectual Informatics Team, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
- Corresponding author at: Intellectual Informatics Team, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-gu, Daejeon, 34054, Republic of Korea
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Maruf AA, Fan M, Arnold PD, Müller DJ, Aitchison KJ, Bousman CA. Pharmacogenetic Testing Options Relevant to Psychiatry in Canada: Options de tests pharmacogénétiques pertinents en psychiatrie au Canada. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2020; 65:521-530. [PMID: 32064906 PMCID: PMC7492886 DOI: 10.1177/0706743720904820] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVE To identify and assess pharmacogenetic testing options relevant to psychiatry in Canada. METHOD Searches of published literature, websites, and Standard Council of Canada's Laboratory Directory were conducted to identify pharmacogenetic tests available in Canada. Identified tests were assessed on 8 key questions related to analytical validity, accessibility, test ordering, delivery of test results, turnaround time, cost, clinical trial evidence, and gene/allele content. RESULTS A total of 13 pharmacogenetic tests relevant to psychiatry in Canada were identified. All tests were highly accessible, and most were conducted in accredited laboratories. Both direct-to-consumer and clinician-gated testing were identified, with turnaround times and cost ranging from 2 to 40 days and CAD$199 to CAD$2310, respectively. Two tests were supported by randomized controlled trials. All tests met minimum gene and allele panel recommendations for psychiatry, but no 2 panels were identical. No test was unequivocally superior to all other tests. CONCLUSIONS Pharmacogenetic testing in Canada is readily available but highly variable in terms of ordering procedures, delivery of results, turnaround times, cost, and gene/allele content. As such, it is important for psychiatrists and other health-care providers to understand the differences between the available tests to ensure appropriate selection and implementation within their practice.
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Affiliation(s)
- Abdullah Al Maruf
- The Mathison Centre for Mental Health Research & Education,
Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary,
Alberta, Canada
- Department of Psychiatry, University of Calgary, Alberta,
Canada
| | - Mikayla Fan
- Cumming School of Medicine, University of Calgary, Alberta,
Canada
| | - Paul D. Arnold
- The Mathison Centre for Mental Health Research & Education,
Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary,
Alberta, Canada
- Department of Psychiatry, University of Calgary, Alberta,
Canada
- Department of Medical Genetics, University of Calgary, Alberta,
Canada
| | - Daniel J. Müller
- Pharmacogenetics Research Clinic, Campbell Family Mental Health
Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario,
Canada
- Department of Psychiatry, University of Toronto, Ontario,
Canada
| | - Katherine J. Aitchison
- Department of Psychiatry, University of Alberta, Edmonton, Alberta,
Canada
- Department of Medical Genetics, University of Alberta, Edmonton,
Alberta, Canada
| | - Chad A. Bousman
- The Mathison Centre for Mental Health Research & Education,
Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary,
Alberta, Canada
- Department of Psychiatry, University of Calgary, Alberta,
Canada
- Department of Medical Genetics, University of Calgary, Alberta,
Canada
- Department of Physiology and Pharmacology, University of Calgary,
Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of
Calgary, Alberta, Canada
- Chad A. Bousman, MPH, PhD, Department of
Medical Genetics, University of Calgary, 270 HMRB, 3330 Hospital Drive NW,
Calgary, Alberta, Canada T2N 4N1.
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Bright D, Worley M, Porter BL. Patient perceptions of pharmacogenomic testing in the community pharmacy setting. Res Social Adm Pharm 2020; 17:744-749. [PMID: 32741696 DOI: 10.1016/j.sapharm.2020.06.022] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 06/23/2020] [Accepted: 06/23/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND In order to optimize community pharmacist roles and patient outcomes, a better understanding of patient perceptions of pharmacogenomic (PGx) testing may be helpful for successful integration into community pharmacy practice. OBJECTIVE The objective of this study was to identify patient perceptions related to PGx testing in the community pharmacy setting. METHODS Semi-structured, face-to-face interviews were conducted with adults ≥18 years of age to gather their perceptions of PGx testing. Interview participants were taking either an antiplatelet agent or a selective serotonin reuptake inhibitor listed in Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines and were patients at one of two community pharmacies in West Michigan. Interview questions were designed to follow the Theory of Planned Behavior and to take into account existing literature on patient perceptions of PGx. Interviews were recorded, transcribed by a third party transcription service, coded by a team of three researchers to identify themes, and analyzed using nVivo qualitative analysis software. RESULTS A total of 19 interviews were conducted over a period of 16 days in June 2016. Upon preliminary evaluation, four themes related to patient perceptions of PGx testing were consistently observed across multiple interviews: 1) trust, 2) experience, 3) risk/benefit, and 4) clarity. CONCLUSIONS Semi-structured patient interviews revealed four themes related to PGx testing in the community pharmacy setting. These themes may influence the desire to pursue PGx testing. Future research may seek to identify how community pharmacists can communicate with patients about PGx in the context of these themes to empower patients to make positive health care decisions.
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Affiliation(s)
- David Bright
- Department of Pharmaceutical Sciences, Ferris State University College of Pharmacy, 220 Ferris Dr. Big Rapids, MI, 49307, USA.
| | - Marcia Worley
- The Ohio State University College of Pharmacy, USA; Division of Outcomes and Translational Sciences, College of Pharmacy, A214 Parks Hall, 500 W. 12th Avenue, Columbus, OH, 43210, USA.
| | - Brianne L Porter
- The Ohio State University College of Pharmacy, USA; Division of Pharmacy Education and Innovation, A208 Parks Hall, 500 W. 12th Ave., Columbus, OH, 43210, USA.
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Etchegary H, Wilson B, Rahman P, Simmonds C, Pullman D. Public interest in whole genome sequencing and information needs: an online survey study. Per Med 2020; 17:283-293. [DOI: 10.2217/pme-2019-0136] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Aim: To survey the general public about whole genome sequencing interest, including pharmacogenomic testing, and to identify information important for sequencing decisions. Patients & methods: An online survey of 901 members of the general public in an eastern Canadian province. Results: Interest in whole genome sequencing, including pharmacogenomic testing, was high with few differences among demographic variables. Issues identified as very important to sequencing decisions included familial implications of testing, whether treatment was available for conditions tested and knowing who could access genomic information. Most respondents would value support when interpreting sequencing results. Conclusion: Findings reveal the kind of information and support users of sequencing services would value and could inform the implementation of sequencing into care in ways that accord with public preferences and needs.
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Affiliation(s)
- Holly Etchegary
- Faculty of Medicine, Memorial University, St John's, NL, Canada; Craig L. Dobbin Centre for Genetics, Rm 4M210, St John's, NL, A1B 3V6
| | - Brenda Wilson
- Professor of Medicine and Associate Dean, Community Health and Humanities, Memorial University, St John’s, NL A1B 3V6, Canada
| | - Proton Rahman
- Professor of Medicine (Rheumatology), Memorial University and Rheumatologist, Eastern Regional Health Authority, St John’s, NL A1B 3V6, Canada
| | - Charlene Simmonds
- Manager, Health Research Unit, Faculty of Medicine, Memorial University, St. John’s, NL A1B 3V6, Canada
| | - Daryl Pullman
- Professor of Medicine (Bioethics), Faculty of Medicine, Memorial University, St. John’s, NL A1B 3V6, Canada
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Liko I, Lai E, Griffin RJ, Aquilante CL, Lee YM. Patients’ Perspectives on Psychiatric Pharmacogenetic
Testing. PHARMACOPSYCHIATRY 2020; 53:256-261. [DOI: 10.1055/a-1183-5029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Abstract
Introduction There is growing interest to adopt pharmacogenetic (PGx)
testing in psychiatric medicine, despite mixed views regarding its clinical
utility. Nevertheless, providers are utilizing PGx testing among patients
with mental health disorders. This study sought to assess genotyped
patients’ perspectives and experiences with psychiatric PGx
testing.
Methods Individual semi-structured interviews were conducted among
patients with depression who had undergone psychiatric PGx testing. The
audio-recorded interviews were transcribed and analyzed inductively and
deductively for salient themes.
Results Twenty patients (100% Caucasian, 60% female,
mean age 39±18 years) were interviewed. The majority of the PGx
tests were provider-initiated for patients who failed multiple
pharmacotherapies (50%) and/or had medication intolerances
(45%). Patients’ pre-testing expectations ranged from
hopefulness to indifference to skepticism. Their post-testing experiences
varied from optimism to disappointment, with the perceived value of the test
influenced by the results and cost of the test.
Discussion Genotyped patients had mixed perspectives, expectations,
and experiences with psychiatric PGx testing. Their perceived value of the
test was influenced by the test outcomes and its cost.
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Affiliation(s)
- Ina Liko
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs
School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado,
USA
| | - Erika Lai
- University of Colorado, Skaggs School of Pharmacy and Pharmaceutical
Sciences, Aurora, Colorado, USA
| | - Rachel J. Griffin
- University of Colorado Johnson Depression Center, Aurora, Colorado,
USA
| | - Christina L. Aquilante
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs
School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado,
USA
| | - Yee Ming Lee
- Department of Clinical Pharmacy, University of Colorado, Skaggs School
of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado, USA
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36
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Stegelmeier J, Nartker C, Barnes C, Rayo H, Hoover R, Boyle J, O’Connor S, Barrott J. Rural Community Perceptions and Interests in Pharmacogenomics. Healthcare (Basel) 2020; 8:E159. [PMID: 32516951 PMCID: PMC7348789 DOI: 10.3390/healthcare8020159] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 05/20/2020] [Accepted: 06/03/2020] [Indexed: 12/11/2022] Open
Abstract
Pharmacogenomics testing is a rapidly expanding field with increasing importance to individualized patient care. However, it remains unclear whether the general public in rural areas would be willing to engage in this service. The objective of this survey was to determine rural community-dwelling members' perceptions of pharmacogenomics. A questionnaire was developed consisting of five Likert-style questions on knowledge and perceptions of pharmacogenomics, a single multiple-choice question on cost of testing, and a free-response question. Two cohorts received the same questionnaire: attendees at a university-sponsored health fair and patients presenting to two independent community pharmacies in southeastern Idaho. While both showed positive reception to the implementation and value of pharmacogenomics, those at the health fair were more in favor of pharmacogenomics, suggesting a need for greater outreach and education to the general public. The findings suggest that interest of rural community-dwelling individuals may be amenable to the expansion of pharmacogenomics testing.
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Affiliation(s)
| | | | | | | | | | | | | | - Jared Barrott
- College of Pharmacy, Idaho State University, 921 S. 8th Ave., Pocatello, ID 83201, USA; (J.S.); (C.N.); (C.B.); (H.R.); (R.H.); (J.B.); (S.O.)
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37
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Determinants of stakeholders' intention to adopt pharmacogenomic. THE PHARMACOGENOMICS JOURNAL 2020; 20:801-812. [PMID: 32457399 DOI: 10.1038/s41397-020-0167-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 05/08/2020] [Accepted: 05/14/2020] [Indexed: 12/28/2022]
Abstract
Pharmacogenomics (PGx) testing, which aims to identify the genes that affect our responses to drugs, has been favoured by healthcare professionals as a means of maximising drug efficacy and improving the safety and cost-effectiveness of healthcare. Support from the public is needed to determine the successful development of this technology and its implementation in society. Therefore, the objective of this paper was to analyse factors that influence stakeholders' intentions to adopt pharmacogenomic testing in Malaysia. A validated instrument was administered through face-to-face interviews with a total of 421 adult respondents who were stratified according to 2 stakeholder groups: healthcare providers (n = 221) and patients/family members (n = 200). The data were then analysed using SPSS® version 24 software and the advanced multivariate statistical approach of Partial Least Square (PLS) path modelling in order to analyse the complex relationships among variables. Results of the studies indicated that the Malaysian stakeholders had a high amount of trust in the key players (mean score of 5.31), perceived high benefits (mean score of 5.53) and claimed to have high intentions of adopting PGx (mean score of 5.39). The majority of the predictors have significant direct relationships with the intention to adopt PGx, with the exception of moral concerns. Perceived benefits appeared to be the most important direct predictor of the intention to adopt PGx testing (ß = 0.371, P < 0.001) followed by trust in the key players (ß = 0.312, P < 0.001), engagement (ß = 0.272, P < 0.001) and religiosity (ß = 0.133, P < 0.01). In addition, perceived risks also had a direct negative association with the intention to adopt PGx (ß = -0.096, P < 0.05). At the same time, the perceived benefits also served as a mediator for all the other factors except risk. The results provide insights into the multidimensional nature of the determinants of the intention to adopt PGx testing in Malaysia. Although the results showed that the stakeholders in Malaysia were very positive towards PGx testing, they were also cautious about it. The predictors identified in this study can serve as indicators for social acceptance of PGx testing to facilitate the clinical research and implementation of PGx.
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38
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Roman YM, Dixon DL, Salgado TM, Price ET, Zimmerman KM, Sargent L, Slattum PW. Challenges in pharmacotherapy for older adults: a framework for pharmacogenomics implementation. Pharmacogenomics 2020; 21:627-635. [PMID: 32425117 DOI: 10.2217/pgs-2019-0198] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Older adults are at high risk for inappropriate prescribing, developing polypharmacy, adverse drug events and poor treatment outcomes due to multimorbidity and geriatric syndromes. Pharmacogenomics could allow healthcare professionals to provide optimal patient care while minimizing the risk of adverse drug events and simplifying complex medication regimens. The implementation of pharmacogenomics in geriatrics medicine requires a broad multilayered bottom-up approach. These include curriculum redesign, rethinking experiential education and patient and provider education. There are barriers associated with adopting pharmacogenomics into clinical practice. These barriers may include economic factors, workflow and informatics support. However, addressing these barriers primarily requires creating a culture of innovative practices in patient care, ongoing interprofessional continuing education and an interdisciplinary approach for patient care.
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Affiliation(s)
- Youssef M Roman
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Dave L Dixon
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Center for Pharmacy Practice Innovation, Richmond, VA 23298, USA
| | - Teresa M Salgado
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Center for Pharmacy Practice Innovation, Richmond, VA 23298, USA
| | - Elvin T Price
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Institute for Inclusion, Inquiry & Innovation (iCubed): Health & Wellness in Aging Populations Core, Richmond, VA 23298, USA
| | - Kristin M Zimmerman
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Center for Pharmacy Practice Innovation, Richmond, VA 23298, USA
| | - Lana Sargent
- School of Nursing, Virginia Commonwealth University, Richmond, VA 232398, USA
| | - Patricia W Slattum
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
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39
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Canedo JR, Wilkins CH, Senft N, Romero A, Bonnet K, Schlundt D. Barriers and facilitators to dissemination and adoption of precision medicine among Hispanics/Latinos. BMC Public Health 2020; 20:603. [PMID: 32357943 PMCID: PMC7195743 DOI: 10.1186/s12889-020-08718-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 04/16/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND With the rapid advances in gene technologies in recent years, the potential benefits of precision medicine (PM) may spread unevenly to disadvantaged populations, such as Hispanics/Latinos. The objective of this study was to explore patient-level barriers and facilitators to dissemination and adoption of PM among Hispanics/Latinos, including knowledge and awareness. METHODS Self-identified Hispanics/Latinos from diverse countries in Latin America (N = 41) participated in the study. Using a cross-sectional observational qualitative research design, six focus groups and a demographic questionnaire were collected in English and Spanish. Qualitative content analysis was utilized to code the transcripts and identify emerging themes. RESULTS Hispanics/Latinos never heard of and had no knowledge about PM. Barriers to dissemination and adoption of PM included lack of health insurance, financial burden, participants' immigration status, distrust of government, limited English proficiency, low literacy levels, cultural norms, fear about genetic testing results, lack of transportation, newness of PM, and lack of information about PM. Facilitators included family support; information provided in Spanish; use of plain language and graphics; assistance programs for uninsured; trust in physicians, healthcare staff, well-known hospitals, academic institutions, and health care providers and community organization as sources of reliable information; personal motivation, and altruism or societal benefit. CONCLUSIONS Culturally-and linguistically-tailored, low-literacy educational material about PM should be created in English and Spanish. Future research should examine provider-level and system-level barriers and facilitators to implementation and adoption of PM among Hispanic/Latino patients.
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Affiliation(s)
- Juan R Canedo
- School of Graduate Studies and Research, Meharry Medical College, Nashville, TN, USA.
- Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Consuelo H Wilkins
- Vanderbilt University Medical Center, Nashville, TN, USA
- Meharry-Vanderbilt Alliance, Nashville, TN, USA
| | - Nicole Senft
- Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Kemberlee Bonnet
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - David Schlundt
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
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40
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Pharmacogenomic (PGx) Counseling: Exploring Participant Questions about PGx Test Results. J Pers Med 2020; 10:jpm10020029. [PMID: 32340147 PMCID: PMC7354504 DOI: 10.3390/jpm10020029] [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: 03/25/2020] [Revised: 04/17/2020] [Accepted: 04/19/2020] [Indexed: 12/17/2022] Open
Abstract
As pharmacogenomic (PGx) use in healthcare increases, a better understanding of patient needs will be necessary to guide PGx result delivery. The Coriell Personalized Medicine Collaborative (CPMC) is a prospective study investigating the utility of personalized medicine. Participants received online genetic risk reports for 27 potentially actionable complex diseases and 7 drug–gene pairs and could request free, telephone-based genetic counseling (GC). To explore the needs of individuals receiving PGx results, we conducted a retrospective qualitative review of inquiries from CPMC participants who requested counseling from March 2009 to February 2017. Eighty out of 690 (12%) total GC inquiries were focused on the discussion of PGx results, and six salient themes emerged: “general help”, “issues with drugs”, “relevant disease experience”, “what do I do now?”, “sharing results”, and “other drugs”. The number of reported medications with a corresponding PGx result and participant engagement were significantly associated with PGx GC requests (p < 0.01 and p < 0.02, respectively). Our work illustrates a range of questions raised by study participants receiving PGx test results, most of which were addressed by a genetic counselor with few requiring referrals to prescribing providers or pharmacists. These results further support a role for genetic counselors in the team-based approach to optimal PGx result delivery.
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41
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Hillyer GC, Schmitt KM, Reyes A, Cruz A, Lizardo M, Schwartz GK, Terry MB. Community education to enhance the more equitable use of precision medicine in Northern Manhattan. J Genet Couns 2020; 29:247-258. [PMID: 32157769 DOI: 10.1002/jgc4.1244] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 02/15/2020] [Accepted: 02/17/2020] [Indexed: 12/30/2022]
Abstract
Focusing screening and treatment to those most likely to benefit is the promise of precision medicine but inequitable distribution of precision medicine innovations may exacerbate health disparities. We investigated whether complex genomic concepts can be successfully communicated to diverse populations. Incorporating principles of Community-based Participatory Research, we created a precision medicine curriculum tailored to the needs of our predominantly Hispanic community. We administered the curriculum over 26 months, assessed pre- and post-test comprehension of 8 genetics-related terms, and compared comprehension differences based on demography and health literacy. In total, 438 individuals completed pre-/post-test assessments. At pre-test, 45.6% scored ≥75% across eight major constructs; 66.7% at post-test. Comprehension increased for 7/8 terms with greatest pre/post-test increases for 'mutation' (55% to 78%) and 'sporadic' (34% to 59%). Mean pre-test comprehension scores (≥75%) were lower for Spanish versus. English speakers; mean post-test scores were equivalent. No heterogeneity by demographics or health literacy was observed. We demonstrate that a brief community educational program can improve knowledge of complex genomic concepts. Interventions to increase understanding of genomic concepts underlying precision medicine are key to patients making informed treatment and prevention decisions and may lead to more equitable uptake of precision medicine initiatives.
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Affiliation(s)
- Grace C Hillyer
- Department of Epidemiology, Mailman School of Public Health, New York, NY, USA.,Herbert Irving Comprehensive Cancer Center of Columbia University, New York, NY, USA
| | - Karen M Schmitt
- Herbert Irving Comprehensive Cancer Center of Columbia University, New York, NY, USA.,New York Presbyterian Hospital, New York, NY, USA
| | - Andria Reyes
- Herbert Irving Comprehensive Cancer Center of Columbia University, New York, NY, USA
| | - Alejandro Cruz
- Herbert Irving Comprehensive Cancer Center of Columbia University, New York, NY, USA
| | - Maria Lizardo
- Northern Manhattan Improvement Corporation, New York, NY, USA
| | - Gary K Schwartz
- Herbert Irving Comprehensive Cancer Center of Columbia University, New York, NY, USA.,Columbia University Irving Medical Center, New York, NY, USA
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, New York, NY, USA.,Herbert Irving Comprehensive Cancer Center of Columbia University, New York, NY, USA
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42
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Abstract
Pharmacogenomics (PGx) is a powerful tool that can predict increased risks of adverse effects and sub-therapeutic response to medications. This article establishes the core principles necessary for a primary care provider to meaningfully and prudently use PGx testing. Key topics include in which patients PGx testing should be considered, how PGx tests are ordered, how the results are translated into clinical recommendations, and what further advancements are likely in the near future. This will provide clinicians with a foundational knowledge of PGx that can allow incorporation of this tool into their practice or support further personal investigation.
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Affiliation(s)
- Dyson T Wake
- Pharmacogenomics, Mark R. Neaman Center for Personalized Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201, USA
| | - Nadim Ilbawi
- Department of Family Medicine, NorthShore University HealthSystem, 6810 North McCormick Boulevard, Lincolnwood, IL 60712, USA
| | - Henry Mark Dunnenberger
- Pharmacogenomics, Mark R. Neaman Center for Personalized Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201, USA
| | - Peter J Hulick
- Center for Medical Genetics, Mark R. Neaman Center for Personalized Medicine, NorthShore University HealthSystem, University of Chicago, Pritzker School of Medicine, 1000 Central Street Suite 610, Evanston, IL 60201, USA.
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43
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Barin-Le Guellec C, Picard N, Alarcan H, Barreau M, Becquemont L, Quaranta S, Boyer JC, Loriot MA. [Pharmacogenetics for patient care in France: A discipline that evolves!]. Therapie 2019; 75:459-470. [PMID: 31767126 DOI: 10.1016/j.therap.2019.09.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 08/12/2019] [Accepted: 09/24/2019] [Indexed: 12/19/2022]
Abstract
Pharmacogenetics, which concepts are known for a long time, is entering a new period at least as far as its practical applications for patients are concerned. In recent years there have been more and more initiatives to promote widespread dissemination, and health authorities are increasingly incorporating these concepts into drug labels. In France, the national network of pharmacogenetics (RNPGx) works to promote these activities, both with health actors (biologists, clinicians) and health authorities. This article reviews the current situation in France and the milestones of the year 2018. It highlights recent advances in this field, in terms of currently recommended analyses, sharing of information or technological developments, and the prospects for future developments in the near future from targeted pharmacogenetics to eventually preemptive approaches.
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Affiliation(s)
- Chantal Barin-Le Guellec
- Inserm U1248, laboratoire de biochimie et biologie moléculaire, université de Tours, CHU de tours, 2, boulevard Tonnellé, 37044 Tours cedex, France.
| | - Nicolas Picard
- Inserm U1248, service de pharmacologie et toxicologie, université de Limoges, CHU de Limoges, 87042 Limoges, France
| | - Hugo Alarcan
- Inserm U1248, laboratoire de biochimie et biologie moléculaire, université de Tours, CHU de tours, 2, boulevard Tonnellé, 37044 Tours cedex, France
| | - Melody Barreau
- Inserm U1107, Service de pharmacologie, université d'Auvergne, CHU de Clermont-Ferrand, 63001 Clermont-Ferrand, France
| | - Laurent Becquemont
- CESP/Inserm U1018, Centre de recherche clinique, hôpital Bicêtre, université Paris Sud, 94275 Le Kremlin-Bicêtre, France
| | - Sylvie Quaranta
- Laboratoire de pharmacocinétique et toxicologie, CHU Timone, 13005 Marseille, France
| | | | - Marie-Anne Loriot
- Inserm U1144, service de biochimie, hôpital européen Georges-Pompidou, université Paris Descartes, 75015 Paris, France
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44
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Almomani BA, Al-Keilani MS, Al-Sawalha NA. Knowledge and views about genetics: a public-based cross-sectional study. Eur J Hum Genet 2019; 28:417-423. [PMID: 31659251 DOI: 10.1038/s41431-019-0532-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 08/26/2019] [Accepted: 10/13/2019] [Indexed: 11/09/2022] Open
Abstract
This study aimed to explore the knowledge, factors affecting knowledge, and views of the Jordanian population on genetics-related issues. A cross-sectional questionnaire study was conducted in Jordan. The questionnaire was administered by face-to-face interview to the participants who were recruited from different public places. In total, 5000 questionnaires were collected from public population in Jordan and 43.4% (2171/5000) of them were knowledgeable. The public's knowledge was found to be associated with female gender (OR = 1.493, 95% CI = 1.280-1.741, p < 0.001), bachelor degree (OR = 1.853, 95% CI = 1.592-2.157, p < 0.001), having children (OR = 1.433, 95% CI = 1.162-1.768, p = 0.001), and having first-degree relatives with comorbid conditions (OR = 1.669, 95% CI = 1.431-1.946, p < 0.001). Although public in Jordan had positive genetic attitudes, they raised several concerns about the applications of genetics in clinical practice. Genetic knowledge was significantly associated with all positive public attitudes and most of their concerns (p < 0.001). These findings suggested that female gender, educational level, having children, and having first-degree relatives with comorbid conditions were good predictors for public's knowledge about genetics-related issues. Public education about the value of participation in genetic research as well as educational and training programs for healthcare professionals are recommended to assist in establishing genetics-related services in Jordan.
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Affiliation(s)
- Basima A Almomani
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan.
| | - Maha S Al-Keilani
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Nour A Al-Sawalha
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
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45
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Haga SB. Pharmacogenomic Testing In Pediatrics: Navigating The Ethical, Social, And Legal Challenges. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2019; 12:273-285. [PMID: 31686893 PMCID: PMC6800463 DOI: 10.2147/pgpm.s179172] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 09/12/2019] [Indexed: 12/17/2022]
Abstract
For the past several years, the implementation of pharmacogenetic (PGx) testing has become widespread in several centers and clinical practice settings. PGx testing may be ordered at the point-of-care when treatment is needed or in advance of treatment for future use. The potential benefits of PGx testing are not limited to adult patients, as children are increasingly using medications more often and at earlier ages. This review provides some background on the use of PGx testing in children as well as mothers (prenatally and post-natally) and discusses the challenges, benefits, and the ethical, legal, and social implications of providing PGx testing to children.
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Affiliation(s)
- Susanne B Haga
- Department of Medicine, Division of General Internal Medicine, Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, NC, 27708, USA
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46
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Holden C, Bignell L, Mukhopadhyay S, Jones C. The public perception of the facilitators and barriers to implementing personalized medicine: a systematic review. Per Med 2019; 16:409-420. [PMID: 31591926 DOI: 10.2217/pme-2018-0151] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The integration of personalized medicine (PM) into mainstream healthcare will only be successful if the public understands and supports this change. The aim was to understand the public perception of the barriers and facilitators towards the use of PM. A systematic review of the literature was conducted within six databases from 2006 to 2018. Twenty-one studies with 9507 participants were included. The key themes were familiarity and willingness to use PM, perceived benefits and perceived risks of PM. The review shows that the public is generally enthusiastic about the introduction of PM, although this should be interpreted with cautious optimism due to participants having a limited familiarity of the underlying principles of PM. The study defines areas where progress can be made to enhance this understanding and addresses legitimate concerns.
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Affiliation(s)
- Ciara Holden
- Academic Department of Paediatrics, Royal Alexandra Children's Hospital, Brighton & Sussex Medical School, Brighton, BN2 5BE, UK
| | - Lauren Bignell
- Academic Department of General Practice, Queen Mary University of London, Mile End Rd, London, E1 4NS, UK
| | - Somnath Mukhopadhyay
- Academic Department of Paediatrics, Royal Alexandra Children's Hospital, Brighton & Sussex Medical School, Brighton, BN2 5BE, UK
| | - Christina Jones
- Academic and Research Department, School of Psychology, Faculty of Health & Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK
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47
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Weitzel KW, Duong BQ, Arwood MJ, Owusu-Obeng A, Abul-Husn NS, Bernhardt BA, Decker B, Denny JC, Dietrich E, Gums J, Madden EB, Pollin TI, Wu RR, Haga SB, Horowitz CR. A stepwise approach to implementing pharmacogenetic testing in the primary care setting. Pharmacogenomics 2019; 20:1103-1112. [PMID: 31588877 PMCID: PMC6854439 DOI: 10.2217/pgs-2019-0053] [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: 04/12/2019] [Accepted: 07/29/2019] [Indexed: 01/12/2023] Open
Abstract
Pharmacogenetic testing can help identify primary care patients at increased risk for medication toxicity, poor response or treatment failure and inform drug therapy. While testing availability is increasing, providers are unprepared to routinely use pharmacogenetic testing for clinical decision-making. Practice-based resources are needed to overcome implementation barriers for pharmacogenetic testing in primary care.The NHGRI's IGNITE I Network (Implementing GeNomics In pracTicE; www.ignite-genomics.org) explored practice models, challenges and implementation barriers for clinical pharmacogenomics. Based on these experiences, we present a stepwise approach pharmacogenetic testing in primary care: patient identification; pharmacogenetic test ordering; interpretation and application of test results, and patient education. We present clinical factors to consider, test-ordering processes and resources, and provide guidance to apply test results and counsel patients. Practice-based resources such as this stepwise approach to clinical decision-making are important resources to equip primary care providers to use pharmacogenetic testing.
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Affiliation(s)
- Kristin Wiisanen Weitzel
- Department of Pharmacotherapy & Translational Research, University of Florida, Gainesville, FL 32608, USA
| | - Benjamin Q Duong
- Department of Pharmacy, Nemours/Alfred I DuPont Hospital for Children, Wilmington, DE 19803, USA
| | - Meghan J Arwood
- Department of Pharmacotherapy & Translational Research, University of Florida, Gainesville, FL 32608, USA
| | - Aniwaa Owusu-Obeng
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Noura S Abul-Husn
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Barbara A Bernhardt
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Brian Decker
- Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Joshua C Denny
- Department of Medicine & Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Eric Dietrich
- Department of Pharmacotherapy & Translational Research, University of Florida, Gainesville, FL 32608, USA
| | - John Gums
- Department of Pharmacotherapy & Translational Research, University of Florida, Gainesville, FL 32608, USA
| | - Ebony B Madden
- National Human Genome Research Institute, Division of Genomic Medicine, Bethesda, MD 20892, USA
| | - Toni I Pollin
- Department of Medicine & Epidemiology & Public Health, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Rebekah Ryanne Wu
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, Durham, NC 27708, USA
| | - Susanne B Haga
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, Durham, NC 27708, USA
| | - Carol R Horowitz
- Department of Health Policy & Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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48
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Wu AC, Kiley JP, Noel PJ, Amur S, Burchard EG, Clancy JP, Galanter J, Inada M, Jones TK, Kropski JA, Loyd JE, Nogee LM, Raby BA, Rogers AJ, Schwartz DA, Sin DD, Spira A, Weiss ST, Young LR, Himes BE. Current Status and Future Opportunities in Lung Precision Medicine Research with a Focus on Biomarkers. An American Thoracic Society/National Heart, Lung, and Blood Institute Research Statement. Am J Respir Crit Care Med 2019; 198:e116-e136. [PMID: 30640517 DOI: 10.1164/rccm.201810-1895st] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Thousands of biomarker tests are either available or under development for lung diseases. In many cases, adoption of these tests into clinical practice is outpacing the generation and evaluation of sufficient data to determine clinical utility and ability to improve health outcomes. There is a need for a systematically organized report that provides guidance on how to understand and evaluate use of biomarker tests for lung diseases. METHODS We assembled a diverse group of clinicians and researchers from the American Thoracic Society and leaders from the National Heart, Lung, and Blood Institute with expertise in various aspects of precision medicine to review the current status of biomarker tests in lung diseases. Experts summarized existing biomarker tests that are available for lung cancer, pulmonary arterial hypertension, idiopathic pulmonary fibrosis, asthma, chronic obstructive pulmonary disease, sepsis, acute respiratory distress syndrome, cystic fibrosis, and other rare lung diseases. The group identified knowledge gaps that future research studies can address to efficiently translate biomarker tests into clinical practice, assess their cost-effectiveness, and ensure they apply to diverse, real-life populations. RESULTS We found that the status of biomarker tests in lung diseases is highly variable depending on the disease. Nevertheless, biomarker tests in lung diseases show great promise in improving clinical care. To efficiently translate biomarkers into tests used widely in clinical practice, researchers need to address specific clinical unmet needs, secure support for biomarker discovery efforts, conduct analytical and clinical validation studies, ensure tests have clinical utility, and facilitate appropriate adoption into routine clinical practice. CONCLUSIONS Although progress has been made toward implementation of precision medicine for lung diseases in clinical practice in certain settings, additional studies focused on addressing specific unmet clinical needs are required to evaluate the clinical utility of biomarkers; ensure their generalizability to diverse, real-life populations; and determine their cost-effectiveness.
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Bush WS, Cooke Bailey JN, Beno MF, Crawford DC. Bridging the Gaps in Personalized Medicine Value Assessment: A Review of the Need for Outcome Metrics across Stakeholders and Scientific Disciplines. Public Health Genomics 2019; 22:16-24. [PMID: 31454805 PMCID: PMC6752968 DOI: 10.1159/000501974] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 07/07/2019] [Indexed: 12/14/2022] Open
Abstract
Despite monumental advances in genomics, relatively few health care provider organizations in the United States offer personalized or precision medicine as part of the routine clinical workflow. The gaps between research and applied genomic medicine may be a result of a cultural gap across various stakeholders representing scientists, clinicians, patients, policy makers, and third party payers. Scientists are trained to assess the health care value of genomics by either quantifying population-scale effects, or through the narrow lens of clinical trials where the standard of care is compared with the predictive power of a single or handful of genetic variants. While these metrics are an essential first step in assessing and documenting the clinical utility of genomics, they are rarely followed up with other assessments of health care value that are critical to stakeholders who use different measures to define value. The limited value assessment in both the research and implementation science of precision medicine is likely due to necessary logistical constraints of these teams; engaging bioethicists, health care economists, and individual patient belief systems is incredibly daunting for geneticists and informaticians conducting research. In this narrative review, we concisely describe several definitions of value through various stakeholder viewpoints. We highlight the existing gaps that prevent clinical translation of scientific findings generally as well as more specifically using two present-day, extreme scenarios: (1) genetically guided warfarin dosing representing a handful of genetic markers and more than 10 years of basic and translational research, and (2) next-generation sequencing representing genome-dense data lacking substantial evidence for implementation. These contemporary scenarios highlight the need for various stakeholders to broadly adopt frameworks designed to define and collect multiple value measures across different disciplines to ultimately impact more universal acceptance of and reimbursement for genomic medicine.
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Affiliation(s)
- William S Bush
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jessica N Cooke Bailey
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Mark F Beno
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Dana C Crawford
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, Ohio, USA,
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA,
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA,
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Makiyan F, Rahimi F, Hajati M, Shafiekhani A, Rezayan AH, Ansari-Pour N. Label-free discrimination of single nucleotide changes in DNA by reflectometric interference Fourier transform spectroscopy. Colloids Surf B Biointerfaces 2019; 181:714-720. [PMID: 31228854 DOI: 10.1016/j.colsurfb.2019.05.066] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Revised: 05/12/2019] [Accepted: 05/26/2019] [Indexed: 10/26/2022]
Abstract
Phenotypic variation - such as disease susceptibility and differential drug response - has a strong genetic component. Substantial effort has therefore been made to identify causal genomic variants explaining such variation among humans. Point mutations (PMs), which are single nucleotide changes in the genome, have been identified to be the most abundant form of causal genomic variants, making them useful, reliable diagnostic markers. Methods developed to genotype PMs have moved towards solid-phase assays, which not only show greater sensitivity and specificity, but also enable scalability and faster processing time. Most current assays are, however, based on fluorescent probes, which makes them relatively expensive. To develop a more cost-effective label-free genotyping method, we used a porous silicon (PSi) base as an efficient support for DNA biosensing and coupled it with reflectometric interference Fourier transform spectroscopy (RIFTS). To assess the versatility of this approach, we tested both a single nucleotide substitution in VKORC1 (-1639G > A; rs9923231) and a single nucleotide insertion in BRCA1 (5382insC; rs80357906). We demonstrate that the PSi-RIFTS method can efficiently detect both PM types with high sensitivity where hybridization of complementary DNA can be quantifiably differentiated from mismatch and non-complementary hybridization events. In addition, we show that the PSi base with immobilized DNA not only can be re-used to type further samples, but it also remains stable for 14 days, suggesting its potential for high-throughput applications.
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Affiliation(s)
- Farideh Makiyan
- Division of Nanobiotechnology, Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Fereshteh Rahimi
- Division of Nanobiotechnology, Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran.
| | - Marziyeh Hajati
- Division of Nanobiotechnology, Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Azizollah Shafiekhani
- Physics Department, Alzahra University, Tehran, Iran; School of Physics, Institute for Research in Fundamental Sciences, Tehran, Iran
| | - Ali Hossein Rezayan
- Division of Nanobiotechnology, Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Naser Ansari-Pour
- Division of Biotechnology, Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran; Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
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