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Kim JJ, Ha BJ, Jeong MS, Yang GE, Yoon SY, Lee YS, Kim MS, Leem SH. Novel strategy of multiple-locus variable number tandem repeats analysis for genetic fingerprinting of human. Genes Genomics 2023; 45:887-899. [PMID: 37133721 DOI: 10.1007/s13258-023-01386-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 04/01/2023] [Indexed: 05/04/2023]
Abstract
BACKGROUND The variable number of tandem repeat (VNTR) analyses are methods based on the detection of repeated sequences within the human genome. In order to perform DNA typing at the personal laboratory, it is necessary to improve the VNTR analysis. OBJECTIVE The VNTR markers were difficult to popularize because PCR amplification was difficult due to its GC-rich and long nucleotide sequence. The aim of this study was to select the multiple VNTR markers that could only be identified by PCR amplification and electrophoresis. METHODS We genotyped each of the 15 VNTR markers using genomic DNA from 260 unrelated individuals by PCR amplification. Differences in the fragment length of PCR products are visualized by agarose gel electrophoresis. To confirm their usefulness as a DNA fingerprint these 15 markers were simultaneously analyzed with the DNA of 213 individuals and verified the statistical significance. In addition, to investigate the usefulness of each of the 15 VNTR markers as paternity markers, Mendelian segregation by meiotic division within a family consisting of two or three generations was confirmed. RESULTS Fifteen VNTR loci selected in this study could be easily amplified by PCR and analyzed by electrophoresis, and were newly named DTM1 ~ 15. The number of total alleles in each VNTR showed from 4 to 16, and 100 to 1600 bp in length, and their heterozygosity ranged from 0.2341 to 0.7915. In simultaneous analysis of 15 markers from 213 DNAs, the probability of chance appearing the same genotype in different individuals was less than 4.09E-12, indicating its usefulness as a DNA fingerprint. These loci were transmitted through meiosis by Mendelian inheritance in families. CONCLUSION Fifteen VNTR markers have been found to be useful as DNA fingerprints for personal identification and kinship analysis that can be used at the personal laboratory level.
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Affiliation(s)
- Jae-Jun Kim
- Department of Biomedical Science, Dong-A University, Busan, 49315, Korea
- Department of Health Sciences, Dong-A University, Busan, 49315, Korea
| | - Byeong Jun Ha
- Department of Biomedical Science, Dong-A University, Busan, 49315, Korea
| | - Mi-So Jeong
- Department of Biomedical Science, Dong-A University, Busan, 49315, Korea
| | - Gi-Eun Yang
- Department of Biomedical Science, Dong-A University, Busan, 49315, Korea
- Department of Health Sciences, Dong-A University, Busan, 49315, Korea
| | - Seo-Yeong Yoon
- Department of Biomedical Science, Dong-A University, Busan, 49315, Korea
| | - Young-Shin Lee
- Healthverse Business Division, Beauty Bakery, Seoul, 06167, Korea
| | - Min-Seok Kim
- Healthverse Business Division, Beauty Bakery, Seoul, 06167, Korea
| | - Sun-Hee Leem
- Department of Biomedical Science, Dong-A University, Busan, 49315, Korea.
- Healthverse Business Division, Beauty Bakery, Seoul, 06167, Korea.
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Genome screening, reporting, and genetic counseling for healthy populations. Hum Genet 2023; 142:181-192. [PMID: 36331656 PMCID: PMC9638226 DOI: 10.1007/s00439-022-02480-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 08/16/2022] [Indexed: 11/06/2022]
Abstract
Rapid advancements of genome sequencing (GS) technologies have enhanced our understanding of the relationship between genes and human disease. To incorporate genomic information into the practice of medicine, new processes for the analysis, reporting, and communication of GS data are needed. Blood samples were collected from adults with a PCR-confirmed SARS-CoV-2 (COVID-19) diagnosis (target N = 1500). GS was performed. Data were filtered and analyzed using custom pipelines and gene panels. We developed unique patient-facing materials, including an online intake survey, group counseling presentation, and consultation letters in addition to a comprehensive GS report. The final report includes results generated from GS data: (1) monogenic disease risks; (2) carrier status; (3) pharmacogenomic variants; (4) polygenic risk scores for common conditions; (5) HLA genotype; (6) genetic ancestry; (7) blood group; and, (8) COVID-19 viral lineage. Participants complete pre-test genetic counseling and confirm preferences for secondary findings before receiving results. Counseling and referrals are initiated for clinically significant findings. We developed a genetic counseling, reporting, and return of results framework that integrates GS information across multiple areas of human health, presenting possibilities for the clinical application of comprehensive GS data in healthy individuals.
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Boyer MS, Widmer D, Cohidon C, Desvergne B, Cornuz J, Guessous I, Cerqui D. Representations of personalised medicine in family medicine: a qualitative analysis. BMC PRIMARY CARE 2022; 23:37. [PMID: 35232380 PMCID: PMC8889694 DOI: 10.1186/s12875-022-01650-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 02/18/2022] [Indexed: 11/24/2022]
Abstract
Background The promise of personalised medicine (PM) to transform healthcare has sparked great enthusiasm in the last years. Yet, its lack of consensus around the nature and scope of the concept has ended in terminological confusion amongst the users in primary care. We aimed to investigate the perceptions of doctors and their patients in response to this evolving concept. This present article focuses on the general understanding of personalised medicine, underlining the confusion over the concept. Methods Semi-structured comprehensive interviews were conducted with 10 general practitioners (GPs) and 10 of their patients. The purposive sampling took into account the doctor’s age, sex, and place of practice (rural/urban); each doctor recruited one patient of the same age and sex. Each interview began with the same open-ended question about the participant’s knowledge of the topic, after which a working definition was provided to continue the discussion. Using the grounded theory method, the analysis consisted of open coding, axial coding and selective coding. Results From our present analysis focusing on the general understanding of PM, three main themes representing the concept emerged. The first two representations being “centred on the person as a whole” and “focused on alternative and complementary methods”, in which the therapeutic relationship was stated as key. The third theme “medicine open to innovation” involved the few participants who had a good understanding of the concept and could associate personalised medicine with genomics. For those who value therapeutic relationship, the risks of accepting innovation could result in “fast-food” medicine and interpersonal barriers. Discussion PM is predominantly unfamiliar in family medicine. It is misinterpreted as a holistic or integrative type of medicine. This semantic confusion probably lies in the choice of the label “personalised” or from the lack of a uniform definition for the term.
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Liu Y, Yin Z, Wan Z, Yan C, Xia W, Ni C, Clayton EW, Vorobeychik Y, Kantarcioglu M, Malin BA. Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis. JMIR INFODEMIOLOGY 2022; 2:e35702. [PMID: 37113452 PMCID: PMC9987181 DOI: 10.2196/35702] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 05/24/2022] [Accepted: 06/22/2022] [Indexed: 04/29/2023]
Abstract
Background As direct-to-consumer genetic testing services have grown in popularity, the public has increasingly relied upon online forums to discuss and share their test results. Initially, users did so anonymously, but more recently, they have included face images when discussing their results. Various studies have shown that sharing images on social media tends to elicit more replies. However, users who do this forgo their privacy. When these images truthfully represent a user, they have the potential to disclose that user's identity. Objective This study investigates the face image sharing behavior of direct-to-consumer genetic testing users in an online environment to determine if there exists an association between face image sharing and the attention received from other users. Methods This study focused on r/23andme, a subreddit dedicated to discussing direct-to-consumer genetic testing results and their implications. We applied natural language processing to infer the themes associated with posts that included a face image. We applied a regression analysis to characterize the association between the attention that a post received, in terms of the number of comments, the karma score (defined as the number of upvotes minus the number of downvotes), and whether the post contained a face image. Results We collected over 15,000 posts from the r/23andme subreddit, published between 2012 and 2020. Face image posting began in late 2019 and grew rapidly, with over 800 individuals revealing their faces by early 2020. The topics in posts including a face were primarily about sharing, discussing ancestry composition, or sharing family reunion photos with relatives discovered via direct-to-consumer genetic testing. On average, posts including a face image received 60% (5/8) more comments and had karma scores 2.4 times higher than other posts. Conclusions Direct-to-consumer genetic testing consumers in the r/23andme subreddit are increasingly posting face images and testing reports on social platforms. The association between face image posting and a greater level of attention suggests that people are forgoing their privacy in exchange for attention from others. To mitigate this risk, platform organizers and moderators could inform users about the risk of posting face images in a direct, explicit manner to make it clear that their privacy may be compromised if personal images are shared.
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Affiliation(s)
- Yongtai Liu
- Department of Computer Science Vanderbilt University Nashville, TN United States
| | - Zhijun Yin
- Department of Computer Science Vanderbilt University Nashville, TN United States
- Department of Biomedical Informatics Vanderbilt University Medical Center Nashville, TN United States
| | - Zhiyu Wan
- Department of Biomedical Informatics Vanderbilt University Medical Center Nashville, TN United States
| | - Chao Yan
- Department of Biomedical Informatics Vanderbilt University Medical Center Nashville, TN United States
| | - Weiyi Xia
- Department of Biomedical Informatics Vanderbilt University Medical Center Nashville, TN United States
| | - Congning Ni
- Department of Computer Science Vanderbilt University Nashville, TN United States
| | - Ellen Wright Clayton
- School of Law, Vanderbilt University Nashville, TN United States
- Department of Pediatrics, Vanderbilt University Medical Center Nashville, TN United States
- Department of Health Policy Vanderbilt University Medical Center Nashville, TN United States
| | - Yevgeniy Vorobeychik
- Department of Computer Science and Engineering, Washington University in St. Louis St. Louis, MO United States
| | - Murat Kantarcioglu
- Department of Computer Science, University of Texas at Dallas Richardson, TX United States
| | - Bradley A Malin
- Department of Computer Science Vanderbilt University Nashville, TN United States
- Department of Biomedical Informatics Vanderbilt University Medical Center Nashville, TN United States
- Department of Biostatistics Vanderbilt University Medical Center Nashville, TN United States
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Kilbride MK, Bradbury AR. Evaluating Web-Based Direct-to-Consumer Genetic Tests for Cancer Susceptibility. JCO Precis Oncol 2022; 4:1900317. [PMID: 34970636 DOI: 10.1200/po.19.00317] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/17/2020] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Recent years have seen direct-to-consumer (DTC) genetic testing for cancer susceptibility change dramatically. For one, a new model now dominates the market where tests are advertised to consumers but ordered by physicians. For another, many of today's tests are distinguished from earlier DTC offerings for cancer susceptibility by their scope and potential clinical significance. This review provides a comprehensive overview of available DTC genetic tests for cancer susceptibility and identifies aspects of the DTC testing process that could affect consumers' ability to make informed decisions about testing and understand their results. METHODS First, we provide an overview of each DTC genetic test for cancer susceptibility that includes information about cost; who orders it; whether variants of uncertain significance are returned; availability of genetic counseling; intended users; management of variant reclassifications; whether it is characterized as diagnostic, actionable, and clinically valid; molecular technique used; and Clinical Laboratory Improvement Amendments/College of American Pathologists status. Second, we identify six aspects of the testing process that could affect consumers' ability to make informed decisions about testing and interpret their results: How companies use certain terms (eg, medical grade or clinical grade); how companies use consumers' health information during the ordering process; the extent of genetic counseling provided by companies; companies' procedures for returning results; the role of company-provided ordering physicians; and companies' procedures for communicating variant reclassifications. RESULTS On the basis of our review of companies' Web sites, we believe that consumers would benefit from more information about these aspects of testing. CONCLUSION Providing this information would help consumers make informed decisions about whether to use a particular DTC genetic testing service and, should they choose to pursue testing, understand the implications and limitations of their results.
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Affiliation(s)
- Madison K Kilbride
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Angela R Bradbury
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA.,Department of Medicine, Division of Hematology-Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
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Cohidon C, Cardinaux R, Cornuz J, Chenal R, Desvergne B, Guessous I, Cerqui D, Widmer D. May direct-to-consumer genetic testing have an impact on general practitioners' daily practice? a cross-sectional study of patients' intentions towards this approach. BMC FAMILY PRACTICE 2021; 22:79. [PMID: 33902442 PMCID: PMC8077756 DOI: 10.1186/s12875-021-01428-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 04/02/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Direct-to-consumer genetic testing (DTCGT) offers individuals access to information on their probable risks of suffering from a wide range of chronic diseases. General practitioners (GPs) will probably play a major role in supporting its use, but patients' perception of DTCGT remain unclear. This study aimed to describe those attitudes and expectations and how they might affect GPs' daily practices. METHODS In 2018-2019, a study related to the use of DTCGT for preventive care in general medicine was conducted among patients in Switzerland's French-speaking areas. Data were collected in the waiting room using a self-administrated questionnaire about patients' interest in DTCGT and what their attitudes might be if testing revealed an elevated risk of diabetes, colorectal cancer, or Alzheimer's disease. RESULTS About 40% of the 929 participating (participation rate about 80%) patients had heard about DTCGT and, once the test had been explained, 43% reported that they would be interested in being tested. If that testing suggested an elevated risk of disease, the majority of patients reported that they would change their lifestyle (65%-81%, depending on the disease), request more examinations (63%-77%), and expect changes in their GP's follow-up (48%-59%). Personal characteristics such as sex, age, urbanity, marital status, and perceived health were factors predictive of patients' attitudes. CONCLUSION Findings indicated that the generalization of DTCGT might affect GPs' daily practices in terms of workload and knowledge about this approach. However, this result must be qualified by the fact that it is based on hypothetical situations.
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Affiliation(s)
- Christine Cohidon
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.
| | - Regula Cardinaux
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Jacques Cornuz
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Robin Chenal
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Béatrice Desvergne
- Centre for Integrative Genomics (CIG), University of Lausanne, Lausanne, Switzerland
| | - Idris Guessous
- Division and Department of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Daniela Cerqui
- Institute of Social Sciences, Faculty of Social and Political Sciences, University of Lausanne, Lausanne, Switzerland
| | - Daniel Widmer
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
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Hoxhaj I, Stojanovic J, Boccia S. European citizens' perspectives on direct-to-consumer genetic testing: an updated systematic review. Eur J Public Health 2020; 33:ckz246. [PMID: 32361734 PMCID: PMC11227739 DOI: 10.1093/eurpub/ckz246] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024] Open
Abstract
BACKGROUND Direct-to-consumer genetic tests (DTC-GTs) are genetic tests for a medical or non-medical trait that are sold directly to the public, usually ordered without the engagement of a healthcare professional. Our aim was to explore the knowledge, attitudes and behaviors toward DTC-GTs among European citizens. METHODS We updated the most recent systematic review on citizens' perspectives toward DTC-GTs. Relevant English language studies were searched on PubMed, ISI Web of Science, Scopus, Embase and Google Scholar from October 2014 to April 2019. We extended our search on Scopus without publication date restriction, since it was not included in the former review. Eligible studies were conducted in European countries and reported original data. The quality of the studies was evaluated using a checklist developed by Kmet et al. RESULTS We included six studies conducted in European countries between 2015 and 2018. The studies were performed among general population in the Netherlands, students in Italy and Greece, laypeople in Germany and older adults in Switzerland. The level of awareness, in overall low, differed by country and population group. Most of the participants were interested in undergoing a DTC-GT, mainly for knowing the risk predisposition to a common disease. Concerns were raised about tests' validity and utility and data privacy. CONCLUSIONS Our review shows that European citizens, overall, have a low level of knowledge on DTC-GTs and a high interest in their purchase. This understanding might contribute to the development of educational programs in order to the increase of general public capabilities to make appropriate health decisions.
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Affiliation(s)
- Ilda Hoxhaj
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Jovana Stojanovic
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italia
- Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada
- Montreal Behavioural Medicine Centre, CIUSSS du Nord-de-l’Île-de-Montréal, Montréal, Canada
| | - Stefania Boccia
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italia
- Department of Woman and Child Health and Public Health—Public Health Area, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italia
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Hoxhaj I, Stojanovic J, Sassano M, Acampora A, Boccia S. A review of the legislation of direct-to-consumer genetic testing in EU member states. Eur J Med Genet 2020; 63:103841. [PMID: 31923586 DOI: 10.1016/j.ejmg.2020.103841] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 12/24/2019] [Accepted: 01/05/2020] [Indexed: 12/27/2022]
Affiliation(s)
- Ilda Hoxhaj
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italy.
| | - Jovana Stojanovic
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italy; Department of Health, Kinesiology, and Applied Physiology (HKAP), Concordia University, 7141 Sherbrooke St. West, Montreal, Quebec, H4B 1R6, Canada; Montreal Behavioural Medicine Centre, CIUSSS du Nord-de-l'Île-de-Montréal, 5400, Boul. Gouin Ouest, Montréal, Québec, H4J 1C5, Canada
| | - Michele Sassano
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Anna Acampora
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Stefania Boccia
- Sezione di Igiene, Istituto di Sanità Pubblica, Università Cattolica del Sacro Cuore, Roma, Italy; Department of Woman and Child Health and Public Health - Public Health Area, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
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Blouin-Bougie J, Amara N, Bouchard K, Simard J, Dorval M. Disentangling the determinants of interest and willingness-to-pay for breast cancer susceptibility testing in the general population: a cross-sectional Web-based survey among women of Québec (Canada). BMJ Open 2018; 8:e016662. [PMID: 29487071 PMCID: PMC5855474 DOI: 10.1136/bmjopen-2017-016662] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES To identify common and specific individual factors that favour or impede women's interest in and willingness-to-pay (WTP) for breast cancer susceptibility testing (BCST) and to identify the most impactful factors on both outcome measures. DESIGN AND METHODS This study used a self-administered cross-sectional Web-based questionnaire that included hypothetical scenarios about the availability of a new genetic test for breast cancer. PARTICIPANTS French-speaking women of the general population of Québec (Canada), aged between 35 and 69 years, were identified from a Web-based panel (2410 met the selection criteria, 1160 were reached and 1031 completed the survey). MEASURES The outcomes are the level of interest in and the range of WTP for BCST. Three categories of individual factors identified in the literature were used as potential explanatory factors, that is, demographic, clinical and psychosocial. RESULTS Descriptive statistics indicated that the vast majority of sampled women are interested in BCST (90%). Among those, more than half of them are willing-to-pay for such a test (57%). The regression models pointed out several factors associated with both outcomes (eg, age, income, family history, locus of control-powerful others) and marginal effects were used to highlight the most impactful factors for each outcome. CONCLUSION The results of this study provide a proxy of the readiness of women of the general population to use and to pay for BCST. They also offer insights for developing inclusive and specific strategies to foster informed decision-making and guide the services offered by health organisations corresponding to women's preferences and needs.
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Affiliation(s)
| | - Nabil Amara
- Department of Management, Université Laval, Québec, QC, Canada
| | - Karine Bouchard
- Centre des maladies du sein Deschênes-Fabia, Centre de recherche du CHU de Québec-Université Laval, Hôpital du Saint-Sacrement, Québec, QC, Canada
| | - Jacques Simard
- Faculty of Medicine, Centre de recherche du CHU de Québec-Université Laval, Québec, QC, Canada
| | - Michel Dorval
- Faculty of Pharmacy, Centre de recherche du CHU de Québec-Université Laval, Hôpital du Saint-Sacrement, Québec, QC, Canada
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Takeshima T, Okayama M, Ae R, Harada M, Kajii E. Influence of family history on the willingness of outpatients to undergo genetic testing for salt-sensitive hypertension: a cross-sectional study. BMJ Open 2017; 7:e016322. [PMID: 28716792 PMCID: PMC5541584 DOI: 10.1136/bmjopen-2017-016322] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
OBJECTIVES It is unclear whether family medical history influences the willingness to undergo genetic testing. This study aimed to determine how family history affected the willingness to undergo genetic testing for salt-sensitive hypertension in patients with and without hypertension. DESIGN Cross-sectional study using a self-administered questionnaire. SETTING Six primary care clinics and hospitals in Japan. PARTICIPANTS Consecutive 1705 outpatients aged >20 years, 578 of whom had hypertension. PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcome variable was the willingness to undergo genetic testing to determine the risk of salt-sensitive hypertension, and the secondary variables were age, sex, education level, family history and concerns about hypertension. Factors associated with a willingness to undergo genetic testing were evaluated in patients with and without hypertension using a logistic regression model. RESULTS In the hypertension and non-hypertension groups, 323 (55.9%) and 509 patients (45.2%), respectively, were willing to undergo genetic testing. This willingness was related with a high level of education (adjusted OR (ad-OR): 1.81, 95% CI 1.12 to 2.93), family history of stroke (1.55, 1.04 to 2.31) and concerns about hypertension (2.04, 1.27 to 3.28) in the hypertension group, whereas in the non-hypertension group, it was influenced by education level (ad-OR: 1.45, 95% CI 1.13 to 1.86), family history of hypertension (1.52, 1.17 to 1.98) and concerns about hypertension (2.03, 1.53 to 2.68). CONCLUSIONS The influence of family history on the willingness to undergo genetic testing for risk of salt-sensitivity hypertension differed between participants with and without hypertension. In particular, participants without hypertension wished to know their likelihood of developing hypertension, whereas those with hypertension were interested to know the risk of stroke (a complication of hypertension). Family history could help better counsel patients about genetic testing on the basis of their medical history.
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Affiliation(s)
- Taro Takeshima
- Division of Community and Family Medicine, Center for Community Medicine, Jichi Medical University, Tochigi, Japan
| | - Masanobu Okayama
- Division of Community and Family Medicine, Center for Community Medicine, Jichi Medical University, Tochigi, Japan
- Division of Community Medicine and Medical Education, Kobe University, Graduate School of Medicine, Kobe, Japan
| | - Ryusuke Ae
- Division of Public Health, Center for Community Medicine, Jichi Medical University, Tochigi, Japan
| | - Masanori Harada
- Department for Support of Rural Medicine, Yamaguchi Grand Medical Center, Yamaguchi, Japan
| | - Eiji Kajii
- Division of Community and Family Medicine, Center for Community Medicine, Jichi Medical University, Tochigi, Japan
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Hoang N, Hayeems R, Davies J, Pu S, Wasim S, Velsher L, Aw J, Chénier S, Stavropoulos DJ, Babul-Hirji R, Weksberg R, Shuman C. Does personal genome testing drive service utilization in an adult preventive medicine clinic? J Community Genet 2017; 8:151-158. [PMID: 28374280 DOI: 10.1007/s12687-017-0297-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Accepted: 03/02/2017] [Indexed: 11/26/2022] Open
Abstract
Personal genome testing (PGT) that assesses risk for common diseases may influence the use of preventive health services, but outcome data are limited. We aimed to assess health service utilization following PGT. We conducted a retrospective matched cohort study at an adult health clinic. Medical records of clients who pursued PGT at their comprehensive health assessment (CHA) over a 1-year period (N = 388) were reviewed and compared to age- and sex-matched clients who underwent CHA but not PGT (N = 388). We measured condition-specific health services used post CHA up to two subsequent visits while accounting for confounding factors (e.g., family history, health status, and age). A relatively equal number of post CHA services were used by clients who pursued PGT and those who did not pursue PGT (52% and 48%, respectively). Overall and across the majority of conditions examined, clients' service utilization was significantly associated with health status, e.g., clients identified as "at risk" on CHA for heart attack used 2.86 times more services than clients not at risk. Pursuing PGT was not significantly associated with increased use of services post CHA overall or for most of the conditions examined. Our data demonstrate that health status rather than pursuing PGT is the strongest driver of service utilization in this population. Overall, pursuit of PGT and PGT results does not appear to significantly drive the utilization of downstream health services.
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Affiliation(s)
- Ny Hoang
- Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Canada.
- Molecular Genetics, The University of Toronto, Toronto, Canada.
| | - Robin Hayeems
- Child Health Evaluative Sciences, The Hospital for Sick Children, Toronto, Canada
| | | | - Shuye Pu
- Molecular Structure and Function, The Hospital for Sick Children, Toronto, Canada
| | - Syed Wasim
- Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Canada
| | | | - James Aw
- Genetics, Medcan Clinic, Toronto, Canada
| | - Sébastien Chénier
- Département de pédiatrie, Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Canada
| | - Dimitri J Stavropoulos
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Canada
| | - Riyana Babul-Hirji
- Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Canada
- Molecular Genetics, The University of Toronto, Toronto, Canada
| | - Rosanna Weksberg
- Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Canada
- Molecular Genetics, The University of Toronto, Toronto, Canada
| | - Cheryl Shuman
- Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Canada
- Molecular Genetics, The University of Toronto, Toronto, Canada
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Abstract
Health care reform efforts have increasingly emphasized payment models that reward value (quality/cost). It seems appropriate, therefore, to examine what we value in health care, and that will require that we examine our definition of health. In spite of admonitions from the World Health Organization and others, our current health care system operates under the assumption that health represents the absence of health problems. While that perspective has led to incredible advances in medical science, it now may be adversely affecting value. Problem-oriented care is clearly one of the drivers of rising costs and it could be adversely affecting the quality of care, depending upon how quality is defined. If we redefined health in terms of patient-centered goals, health care could be focused more directly on meaningful outcomes, reducing the number of irrelevant tests and treatments. Greater emphasis would be placed on prevention, meaningful activities, advance directives and personal growth and development. The role of patients within clinician-patient relationships would be elevated, strengthening therapeutic relationships. Reframing health in terms of health-related goals and directing the health care system to help people achieve them, could both improve quality and reduce costs. In the process, it could also make health care less mechanical and more humane.
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Affiliation(s)
- James Mold
- Family and Preventive Medicine, University of Oklahoma HSC
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Gray SW, Gollust SE, Carere DA, Chen CA, Cronin A, Kalia SS, Rana HQ, Ruffin MT, Wang C, Roberts JS, Green RC. Personal Genomic Testing for Cancer Risk: Results From the Impact of Personal Genomics Study. J Clin Oncol 2016; 35:636-644. [PMID: 27937091 DOI: 10.1200/jco.2016.67.1503] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Purpose Significant concerns exist regarding the potential for unwarranted behavior changes and the overuse of health care resources in response to direct-to-consumer personal genomic testing (PGT). However, little is known about customers' behaviors after PGT. Methods Longitudinal surveys were given to new customers of 23andMe (Mountain View, CA) and Pathway Genomics (San Diego, CA). Survey data were linked to individual-level PGT results through a secure data transfer process. Results Of the 1,042 customers who completed baseline and 6-month surveys (response rate, 71.2%), 762 had complete cancer-related data and were analyzed. Most customers reported that learning about their genetic risk of cancers was a motivation for testing (colorectal, 88%; prostate, 95%; breast, 94%). No customers tested positive for pathogenic mutations in highly penetrant cancer susceptibility genes. A minority of individuals received elevated single nucleotide polymorphism-based PGT cancer risk estimates (colorectal, 24%; prostate, 24%; breast, 12%). At 6 months, customers who received elevated PGT cancer risk estimates were not significantly more likely to change their diet, exercise, or advanced planning behaviors or engage in cancer screening, compared with individuals at average or reduced risk. Men who received elevated PGT prostate cancer risk estimates changed their vitamin and supplement use more than those at average or reduced risk (22% v 7.6%, respectively; adjusted odds ratio, 3.41; 95% CI, 1.44 to 8.18). Predictors of 6-month behavior include baseline behavior (exercise, vitamin or supplement use, and screening), worse health status (diet and vitamin or supplement use), and older age (advanced planning, screening). Conclusion Most adults receiving elevated direct-to-consumer PGT single nucleotide polymorphism-based cancer risk estimates did not significantly change their diet, exercise, advanced care planning, or cancer screening behaviors.
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Affiliation(s)
- Stacy W Gray
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Sarah E Gollust
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Deanna Alexis Carere
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Clara A Chen
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Angel Cronin
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Sarah S Kalia
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Huma Q Rana
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Mack T Ruffin
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Catharine Wang
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - J Scott Roberts
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
| | - Robert C Green
- Stacy W. Gray, City of Hope National Medical Center, Duarte, CA; Sarah E. Gollust, University of Minnesota School of Public Health, Minneapolis, MN; Deanna Alexis Carere, McMaster University and Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada; Clara A. Chen and Catharine Wang, Boston University School of Public Health; Angel Cronin and Huma Q. Rana, Dana-Farber Cancer Institute; Sarah S. Kalia and Robert C. Green, Brigham and Women's Hospital; Huma Q. Rana and Robert C. Green, Harvard Medical School; Robert C. Green, Partners Healthcare Personalized Medicine, Boston, MA; Mack T. Ruffin IV, University of Michigan School of Medicine; and J. Scott Roberts, University of Michigan School of Public Health, Ann Arbor, MI
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Addeo R, Caraglia M, Iuliano G. Pembrolizumab: the value of PDL1 biomarker in head and neck cancer. Expert Opin Biol Ther 2016; 16:1075-8. [PMID: 27408990 DOI: 10.1080/14712598.2016.1211635] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Raffaele Addeo
- a U.O. Oncologia, ASL NA2 NORD , Department of Oncology , Frattamaggiore , Italy
| | - Michele Caraglia
- b Department of Biochemistry, Biophysics and General Pathology , Second University of Naples , Naples , Italy
| | - Giada Iuliano
- c Merck Sharp Dohme , Department of Oncology , Milan , Italy
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15
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Genetic testing. J Am Dent Assoc 2016; 147:157-9. [DOI: 10.1016/j.adaj.2016.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Hamilton JG, Shuk E, Arniella G, González CJ, Gold GS, Gany F, Robson ME, Hay JL. Genetic Testing Awareness and Attitudes among Latinos: Exploring Shared Perceptions and Gender-Based Differences. Public Health Genomics 2015; 19:34-46. [PMID: 26555145 DOI: 10.1159/000441552] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 10/07/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Latinos, whose views are infrequently examined in genomic research, may be at risk of missing out on the benefits of genomic medicine. AIMS To explore this possibility, we conducted a qualitative study of awareness and attitudes about genetic testing among Latinos with lower acculturation in New York City. METHODS We conducted four focus groups (7 English-speaking men, 5 Spanish-speaking men, 13 English-speaking women and 13 Spanish-speaking women) to explore factors that influence the adoption of new innovations through the discussion of genetic testing in general, and a hypothetical vignette describing a genetic test for skin cancer risk, in particular. RESULTS Through inductive thematic text analysis of focus group transcripts, our multidisciplinary team identified themes within knowledge and attitudes, communication and sources of information, anticipated responses, factors that may increase adoption, and barriers to adoption of genetic testing. Specifically, a majority of participants expressed some degree of uncertainty regarding the purpose of genetic tests and information these tests provide, rarely discussed genetic testing with others in their social networks, and expressed concerns about the misuse of and possible adverse emotional responses to genetic information. However, participants also expressed high levels of interest in receiving a skin cancer genetic test in response to the vignette and believed that receiving actionable health information was a primary reason to consider testing. Gender-based differences in perceived barriers to testing emerged. CONCLUSIONS The results highlight beliefs and barriers that future interventions could target to help ensure that Latinos have adequate understanding of and access to genomic medicine advances.
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Affiliation(s)
- Jada G Hamilton
- Behavioral Sciences Service, Memorial Sloan Kettering Cancer Center, New York, N.Y., USA
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Razum O, Jahn A. Molecular and genomic sciences in health: apply the established rules of evidence. Int J Public Health 2015; 61:405-7. [PMID: 26496902 DOI: 10.1007/s00038-015-0755-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 10/08/2015] [Indexed: 12/23/2022] Open
Affiliation(s)
- Oliver Razum
- Department of Epidemiology and International Public Health, School of Public Health, Bielefeld University, P. O. Box 100131, 33501, Bielefeld, Germany.
| | - Albrecht Jahn
- Institute of Public Health, Ruprecht-Karls-University Heidelberg, 69120, Heidelberg, Germany
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Keyes KM, Davey Smith G, Koenen KC, Galea S. The mathematical limits of genetic prediction for complex chronic disease. J Epidemiol Community Health 2015; 69:574-9. [PMID: 25648993 PMCID: PMC4430395 DOI: 10.1136/jech-2014-204983] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Accepted: 01/12/2015] [Indexed: 01/30/2023]
Abstract
BACKGROUND Attempts at predicting individual risk of disease based on common germline genetic variation have largely been disappointing. The present paper formalises why genetic prediction at the individual level is and will continue to have limited utility given the aetiological architecture of most common complex diseases. METHODS Data were simulated on one million populations with 10 000 individuals in each populations with varying prevalences of a genetic risk factor, an interacting environmental factor and the background rate of disease. The determinant risk ratio and risk difference magnitude for the association between a gene variant and disease is a function of the prevalence of the interacting factors that activate the gene, and the background rate of disease. RESULTS The risk ratio and total excess cases due to the genetic factor increase as the prevalence of interacting factors increase, and decrease as the background rate of disease increases. Germline genetic variations have high predictive capacity for individual disease only under conditions of high heritability of particular genetic sequences, plausible only under rare variant hypotheses. CONCLUSIONS Under a model of common germline genetic variants that interact with other genes and/or environmental factors in order to cause disease, the predictive capacity of common genetic variants is determined by the prevalence of the factors that interact with the variant and the background rate. A focus on estimating genetic associations for the purpose of prediction without explicitly grounding such work in an understanding of modifiable (including environmentally influenced) factors will be limited in its ability to yield important insights about the risk of disease.
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Affiliation(s)
- Katherine M Keyes
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - George Davey Smith
- MRC/University of Bristol Integrative Epidemiology Unit (IEU), Bristol, UK
| | - Karestan C Koenen
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Sandro Galea
- Boston University School of Public Health, Boston, MA, USA
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Hall MJ, Ruth KJ, Chen DY, Gross LM, Giri VN. Interest in genomic SNP testing for prostate cancer risk: a pilot survey. Hered Cancer Clin Pract 2015; 13:11. [PMID: 25874018 PMCID: PMC4396119 DOI: 10.1186/s13053-015-0032-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Accepted: 03/18/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Advancements in genomic testing have led to the identification of single nucleotide polymorphisms (SNPs) associated with prostate cancer. The clinical utility of SNP tests to evaluate prostate cancer risk is unclear. Studies have not examined predictors of interest in novel genomic SNP tests for prostate cancer risk in a diverse population. METHODS Consecutive participants in the Fox Chase Prostate Cancer Risk Assessment Program (PRAP) (n = 40) and unselected men from surgical urology clinics (n = 40) completed a one-time survey. Items examined interest in genomic SNP testing for prostate cancer risk, knowledge, impact of unsolicited findings, and psychosocial factors including health literacy. RESULTS Knowledge of genomic SNP tests was low in both groups, but interest was higher among PRAP men (p < 0.001). The prospect of receiving unsolicited results about ancestral genomic markers increased interest in testing in both groups. Multivariable modeling identified several predictors of higher interest in a genomic SNP test including higher perceived risk (p = 0.025), indicating zero reasons for not wanting testing (vs ≥1 reason) (p = 0.013), and higher health literacy (p = 0.016). CONCLUSIONS Knowledge of genomic SNP testing was low in this sample, but higher among high-risk men. High-risk status may increase interest in novel genomic tests, while low literacy may lessen interest.
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Affiliation(s)
| | | | | | - Laura M Gross
- Division of Population Science, Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA USA
| | - Veda N Giri
- Division of Population Science, Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA USA
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Vrecar I, Peterlin B, Teran N, Lovrecic L. Direct-to-consumer genetic testing in Slovenia: availability, ethical dilemmas and legislation. Biochem Med (Zagreb) 2015; 25:84-9. [PMID: 25672471 PMCID: PMC4401315 DOI: 10.11613/bm.2015.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Accepted: 01/15/2015] [Indexed: 12/30/2022] Open
Abstract
INTRODUCTION Over the last few years, many private companies are advertising direct-to-consumer genetic testing (DTC GT), mostly with no or only minor clinical utility and validity of tests and without genetic counselling. International professional community does not approve provision of DTC GT and situation in some EU countries has been analysed already. The aim of our study was to analyse current situation in the field of DTC GT in Slovenia and related legal and ethical issues. MATERIALS AND METHODS Information was retrieved through internet search, performed independently by two authors, structured according to individual private company and the types of offered genetic testing. RESULTS Five private companies and three Health Insurance Companies offer DTC GT and it is provided without genetic counselling. Available tests include testing for breast cancer, tests with other health-related information (complex diseases, drug responses) and other tests (nutrigenetic, ancestry, paternity). National legislation is currently being developed and Council of Experts in Medical Genetics has issued an opinion about Genetic Testing and Commercialization of Genetic Tests in Slovenia. CONCLUSIONS Despite the fact that Slovenia has signed the Additional protocol to the convention on human rights and biomedicine, concerning genetic testing for health purposes, DTC GT in Slovenia is present and against all international recommendations. There is lack of or no medical supervision, clinical validity and utility of tests and inappropriate genetic testing of minors is available. There is urgent need for regulation of ethical, legal, and social aspects. National legislation on DTC GT is being prepared.
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Affiliation(s)
- Irena Vrecar
- Clinical Institute of Medical Genetics, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Borut Peterlin
- Clinical Institute of Medical Genetics, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Natasa Teran
- Clinical Institute of Medical Genetics, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Luca Lovrecic
- Clinical Institute of Medical Genetics, University Medical Centre Ljubljana, Ljubljana, Slovenia
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Personalized Medicine Through SNP Testing for Breast Cancer Risk: Clinical Implementation. J Genet Couns 2014; 24:744-51. [DOI: 10.1007/s10897-014-9803-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 11/25/2014] [Indexed: 12/20/2022]
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Lancaster JM, Powell CB, Chen LM, Richardson DL. Society of Gynecologic Oncology statement on risk assessment for inherited gynecologic cancer predispositions. Gynecol Oncol 2014; 136:3-7. [PMID: 25238946 DOI: 10.1016/j.ygyno.2014.09.009] [Citation(s) in RCA: 212] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 09/03/2014] [Accepted: 09/09/2014] [Indexed: 01/13/2023]
Abstract
Women with germline mutations in the cancer susceptibility genes, BRCA1 or BRCA2, associated with Hereditary Breast & Ovarian Cancer syndrome, have up to an 85% lifetime risk of breast cancer and up to a 46% lifetime risk of ovarian, tubal, and peritoneal cancers. Similarly, women with mutations in the DNA mismatch repair genes, MLH1, MSH2, MSH6, or PMS2, associated with the Lynch/Hereditary Non-Polyposis Colorectal Cancer (HNPCC) syndrome, have up to a 40-60% lifetime risk of both endometrial and colorectal cancers as well as a 9-12% lifetime risk of ovarian cancer. Mutations in other genes including TP53, PTEN, and STK11 are responsible for hereditary syndromes associated with gynecologic, breast, and other cancers. Evaluation of the likelihood of a patient having one of these gynecologic cancer predisposition syndromes enables physicians to provide individualized assessments of cancer risk, as well as the opportunity to provide tailored screening and prevention strategies such as surveillance, chemoprevention, and prophylactic surgery that may reduce the morbidity and mortality associated with these syndromes. Evaluation for the presence of a hereditary cancer syndrome is a process that includes assessment of clinical and tumor characteristics, education and counseling conducted by a provider with expertise in cancer genetics, and may include genetic testing after appropriate consent is obtained. This commentary provides guidance on identification of patients who may benefit from assessment for the presence of a hereditary breast and/or gynecologic cancer syndrome.
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Affiliation(s)
| | - C Bethan Powell
- Permanente Medical Group San Francisco, CA, USA; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Lee-May Chen
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
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Kononova SK, Sidorova OG, Fedorova SA, Platonov FA, Izhevskaya VL, Khusnutdinova EK. Bioethical issues of preventing hereditary diseases with late onset in the Sakha Republic (Yakutia). Int J Circumpolar Health 2014; 73:25062. [PMID: 25147769 PMCID: PMC4111875 DOI: 10.3402/ijch.v73.25062] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 06/30/2014] [Accepted: 07/02/2014] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Prenatal diagnosis of congenital and hereditary diseases is a priority for the development of medical technologies in Russia. However, there are not many published research results on bioethical issues of prenatal DNA testing. OBJECTIVE The main goal of the article is to describe some of the bioethical aspects of prenatal DNA diagnosis of hereditary diseases with late onset in genetic counselling practice in the Sakha Republic (Yakutia) - a far north-eastern region of Russia. METHODS The methods used in the research are genetic counselling, invasive chorionic villus biopsy procedures, molecular diagnosis, social and demographic characteristics of patients. RESULTS In 10 years, 48 (76%) pregnant women from families tainted with hereditary spinocerebellar ataxia type 1 and 15 pregnant women from families with myotonic dystrophy have applied for medical and genetic counselling in order to undergo prenatal DNA testing. The average number of applications is 7-8 per year. There are differences in prenatal genetic counselling approaches. CONCLUSION It is necessary to develop differentiated ethical approaches depending on the mode of inheritance, age of manifestation, and clinical polymorphism of hereditary disease.
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Affiliation(s)
- Sardana K. Kononova
- Yakutsk Scientific Center of Complex Medical Problems, Siberian Branch of the Russian Academy of Medical Sciences, Yakutsk, Russia
- Institute of Natural Sciences, M. K. Ammosov North-Eastern Federal University, Yakutsk, Russia
| | - Oksana G. Sidorova
- Yakutsk Scientific Center of Complex Medical Problems, Siberian Branch of the Russian Academy of Medical Sciences, Yakutsk, Russia
| | - Sardana A. Fedorova
- Yakutsk Scientific Center of Complex Medical Problems, Siberian Branch of the Russian Academy of Medical Sciences, Yakutsk, Russia
- Institute of Natural Sciences, M. K. Ammosov North-Eastern Federal University, Yakutsk, Russia
| | - Fedor A. Platonov
- Institute of Natural Sciences, M. K. Ammosov North-Eastern Federal University, Yakutsk, Russia
| | - Vera L. Izhevskaya
- Research Centre for Medical Genetics of the Russian Academy of Medical Sciences, Moscow, Russia
| | - Elza K. Khusnutdinova
- Institute for Biochemistry and Genetics, Ufa Scientific Centre of the Russian Academy of Sciences, Ufa, Russia
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Hamilton JG, Edwards HM, Khoury MJ, Taplin SH. Cancer screening and genetics: a tale of two paradigms. Cancer Epidemiol Biomarkers Prev 2014; 23:909-16. [PMID: 24706727 PMCID: PMC4047129 DOI: 10.1158/1055-9965.epi-13-1016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The long-standing medical tradition to "first do no harm" is reflected in population-wide evidence-based recommendations for cancer screening tests that focus primarily on reducing morbidity and mortality. The conventional cancer screening process is predicated on finding early-stage disease that can be treated effectively; yet emerging genetic and genomic testing technologies have moved the target earlier in the disease development process to identify a probabilistic predisposition to disease. Genetic risk information can have varying implications for the health and well-being of patients and their relatives, and has raised important questions about the evaluation and value of risk information. This article explores the paradigms that are being applied to the evaluation of conventional cancer screening tests and emerging genetic and genomic tests of cancer susceptibility, and how these perspectives are shifting and evolving in response to advances in our ability to detect cancer risks. We consider several challenges germane to the evaluation of both categories of tests, including defining benefits and harms in terms of personal and clinical utility, addressing healthcare consumers' information preferences, and managing scientific uncertainty. We encourage research and dialogue aimed at developing a better understanding of the value of all risk information, nongenetic and genetic, to people's lives. Cancer Epidemiol Biomarkers Prev; 23(6); 909-16. ©2014 AACR.
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Affiliation(s)
- Jada G Hamilton
- Authors' Affiliations: Department of Psychiatry and Behavioral Sciences, Memorial Sloan-Kettering Cancer Center, New York, New York; Clinical Research Directorate/CMRP, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick; Epidemiology and Genomics Research Program, Process of Care Research Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, Maryland; and Office of Public Health Genomics, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Heather M Edwards
- Authors' Affiliations: Department of Psychiatry and Behavioral Sciences, Memorial Sloan-Kettering Cancer Center, New York, New York; Clinical Research Directorate/CMRP, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick; Epidemiology and Genomics Research Program, Process of Care Research Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, Maryland; and Office of Public Health Genomics, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Muin J Khoury
- Authors' Affiliations: Department of Psychiatry and Behavioral Sciences, Memorial Sloan-Kettering Cancer Center, New York, New York; Clinical Research Directorate/CMRP, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick; Epidemiology and Genomics Research Program, Process of Care Research Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, Maryland; and Office of Public Health Genomics, Centers for Disease Control and Prevention, Atlanta, GeorgiaAuthors' Affiliations: Department of Psychiatry and Behavioral Sciences, Memorial Sloan-Kettering Cancer Center, New York, New York; Clinical Research Directorate/CMRP, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick; Epidemiology and Genomics Research Program, Process of Care Research Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, Maryland; and Office of Public Health Genomics, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Stephen H Taplin
- Authors' Affiliations: Department of Psychiatry and Behavioral Sciences, Memorial Sloan-Kettering Cancer Center, New York, New York; Clinical Research Directorate/CMRP, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick; Epidemiology and Genomics Research Program, Process of Care Research Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, Maryland; and Office of Public Health Genomics, Centers for Disease Control and Prevention, Atlanta, Georgia
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Awareness of cancer susceptibility genetic testing: the 2000, 2005, and 2010 National Health Interview Surveys. Am J Prev Med 2014; 46:440-8. [PMID: 24745633 PMCID: PMC4042677 DOI: 10.1016/j.amepre.2014.01.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Revised: 12/18/2013] [Accepted: 01/03/2014] [Indexed: 12/29/2022]
Abstract
BACKGROUND Genetic testing for several cancer susceptibility syndromes is clinically available; however, existing data suggest limited population awareness of such tests. PURPOSE To examine awareness regarding cancer genetic testing in the U.S. population aged ≥25 years in the 2000, 2005, and 2010 National Health Interview Surveys. METHODS The weighted percentages of respondents aware of cancer genetic tests, and percent changes from 2000-2005 and 2005-2010, overall and by demographic, family history, and healthcare factors were calculated. Interactions were used to evaluate the patterns of change in awareness between 2005 and 2010 among subgroups within each factor. To evaluate associations with awareness in 2005 and 2010, percentages were adjusted for covariates using multiple logistic regression. The analysis was performed in 2012. RESULTS Awareness decreased from 44.4% to 41.5% (p<0.001) between 2000 and 2005, and increased to 47.0% (p<0.001) in 2010. Awareness increased between 2005 and 2010 in most subgroups, particularly among individuals in the South (pinteraction=0.03) or with a usual place of care (pinteraction=0.01). In 2005 and 2010, awareness was positively associated with personal or family cancer history and high perceived cancer risk, and inversely associated with racial/ethnic minorities, age 25-39 or ≥60 years, male gender, lower education and income levels, public or no health insurance, and no provider contact in 12 months. CONCLUSIONS Despite improvement from 2005 to 2010, ≤50% of the U.S. adult population was aware of cancer genetic testing in 2010. Notably, disparities persist for racial/ethnic minorities and individuals with limited health care access or income.
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Pant S, Weiner R, Marton MJ. Navigating the rapids: the development of regulated next-generation sequencing-based clinical trial assays and companion diagnostics. Front Oncol 2014; 4:78. [PMID: 24860780 PMCID: PMC4029014 DOI: 10.3389/fonc.2014.00078] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Accepted: 03/28/2014] [Indexed: 12/11/2022] Open
Abstract
Over the past decade, next-generation sequencing (NGS) technology has experienced meteoric growth in the aspects of platform, technology, and supporting bioinformatics development allowing its widespread and rapid uptake in research settings. More recently, NGS-based genomic data have been exploited to better understand disease development and patient characteristics that influence response to a given therapeutic intervention. Cancer, as a disease characterized by and driven by the tumor genetic landscape, is particularly amenable to NGS-based diagnostic (Dx) approaches. NGS-based technologies are particularly well suited to studying cancer disease development, progression and emergence of resistance, all key factors in the development of next-generation cancer Dxs. Yet, to achieve the promise of NGS-based patient treatment, drug developers will need to overcome a number of operational, technical, regulatory, and strategic challenges. Here, we provide a succinct overview of the state of the clinical NGS field in terms of the available clinically targeted platforms and sequencing technologies. We discuss the various operational and practical aspects of clinical NGS testing that will facilitate or limit the uptake of such assays in routine clinical care. We examine the current strategies for analytical validation and Food and Drug Administration (FDA)-approval of NGS-based assays and ongoing efforts to standardize clinical NGS and build quality control standards for the same. The rapidly evolving companion diagnostic (CDx) landscape for NGS-based assays will be reviewed, highlighting the key areas of concern and suggesting strategies to mitigate risk. The review will conclude with a series of strategic questions that face drug developers and a discussion of the likely future course of NGS-based CDx development efforts.
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Affiliation(s)
- Saumya Pant
- Merck Research Laboratories, Molecular Biomarkers and Diagnostics , Rahway, NJ , USA
| | - Russell Weiner
- Merck Research Laboratories, Molecular Biomarkers and Diagnostics , Rahway, NJ , USA
| | - Matthew J Marton
- Merck Research Laboratories, Molecular Biomarkers and Diagnostics , Rahway, NJ , USA
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Hurlimann T, Menuz V, Graham J, Robitaille J, Vohl MC, Godard B. Risks of nutrigenomics and nutrigenetics? What the scientists say. GENES AND NUTRITION 2013; 9:370. [PMID: 24293399 DOI: 10.1007/s12263-013-0370-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 10/18/2013] [Indexed: 01/12/2023]
Abstract
Nutrigenomics and nutrigenetics (hereafter NGx) have stimulated expectations for beneficial applications in public health and individuals. Yet, the potential achievability of such promise is not without socioethical considerations that challenge NGx implementation. This paper focuses on the opinions of NGx researchers about potential risks raised by NGx. The results of an online survey show that these researchers (n = 126) are fairly confident about the potential benefits of NGx, and that most downplay its potential risks. Researchers in this field do not believe that NGx will reconfigure foods as medication or transform the conception of eating into a health hazard. The majority think that NGx will produce no added burden on individuals to get tested or to remain compliant with NGx recommendations, nor that NGx will threaten individual autonomy in daily food choice. The majority of researchers do not think that NGx will lead to discrimination against and/or stigmatization of people who do not comply with NGx dietary recommendations. Despite this optimism among NGx researchers, we suggest that key risk factors raised by the socioethical context in which NGx applications will be implemented need to be considered.
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Affiliation(s)
- T Hurlimann
- Department of Social and Preventive Medicine, Bioethics Programmes, School of Public Health (ESPUM), University of Montreal, C.P. 6128, succursale Centre-ville, Montreal, QC, H3C 3J7, Canada
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Chrystoja CC, Diamandis EP. Whole genome sequencing as a diagnostic test: challenges and opportunities. Clin Chem 2013; 60:724-33. [PMID: 24227285 DOI: 10.1373/clinchem.2013.209213] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Extraordinary technological advances and decreases in the cost of DNA sequencing have made the possibility of whole genome sequencing (WGS) as a highly accessible clinical test for numerous indications feasible. There have been many recent, successful applications of WGS in establishing the etiology of complex diseases and guiding therapeutic decision-making in neoplastic and nonneoplastic diseases and in various aspects of reproductive health. However, there are major, but not insurmountable, obstacles to the increased clinical implementation of WGS, such as hidden costs, issues surrounding sequencing and analysis, quality assurance and standardization protocols, ethical dilemmas, and difficulties with interpretation of the results. CONTENT The widespread use of WGS in routine clinical practice remains a distant proposition. Prospective trials will be needed to establish if, and for whom, the benefits of WGS will outweigh the likely substantial costs associated with follow-up tests, the risks of overdiagnosis and overtreatment, and the associated emotional distress. SUMMARY WGS should be carefully implemented in the clinic to allow the realization of its potential to improve patient health in specific indications. To minimize harm the use of WGS for all other reasons must be carefully evaluated before clinical implementation.
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Affiliation(s)
- Caitlin C Chrystoja
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
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Abstract
The expansion of genetic testing in the clinical laboratory is well under way, with many clinically validated genetic tests already in use. As sequencing technology becomes more efficient and less costly, clinical laboratories will make the transition from single-gene testing to multigene panels. Early, more targeted applications will gradually be replaced by more comprehensive genomic offerings, including exome and whole-genome analysis. Despite significant technological advancements, many obstacles remain for full incorporation of whole-genome testing.
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Affiliation(s)
- H Faruki
- Clinical Diagnostic Strategies, LLC, Durham, North Carolina, USA.
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Metabotype analysis for personalized biology: a new bioanalytical territory for high-resolution MS. Bioanalysis 2013; 5:1149-52. [DOI: 10.4155/bio.13.79] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
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Graves KD, Leventhal KG, Nusbaum R, Salehizadeh Y, Hooker GW, Peshkin BN, Butrick M, Tuong W, Mathew J, Goerlitz D, Fishman MB, Shields PG, Schwartz MD. Behavioral and psychosocial responses to genomic testing for colorectal cancer risk. Genomics 2013; 102:123-30. [PMID: 23583311 DOI: 10.1016/j.ygeno.2013.04.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2012] [Revised: 03/28/2013] [Accepted: 04/03/2013] [Indexed: 11/28/2022]
Abstract
We conducted a translational genomic pilot study to evaluate the impact of genomic information related to colorectal cancer (CRC) risk on psychosocial, behavioral and communication outcomes. In 47 primary care participants, 96% opted for testing of three single nucleotide polymorphisms (SNPs) related to CRC risk. Participants averaged 2.5 of 6 possible SNP risk alleles (10% lifetime risk). At 3-months, participants did not report significant increases in cancer worry/distress; over half reported physical activity and dietary changes. SNP risk scores were unrelated to behavior change at 3-months. Many participants (64%) shared their SNP results, including 28% who shared results with a physician. In this pilot, genomic risk education, including discussion of other risk factors, appeared to impact patients' health behaviors, regardless of the level of SNP risk. Future work can compare risk education with and without SNP results to evaluate if SNP information adds value to existing approaches.
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Affiliation(s)
- Kristi D Graves
- Cancer Prevention and Control Program and the Fisher Center for Familial Cancer Research, Lombardi Comprehensive Cancer Center, Georgetown University, 3300 Whitehaven Street, NW, Suite 4100, Washington, DC 20007, USA.
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Abriel H, Zaklyazminskaya EV. A modern approach to classify missense mutations in cardiac channelopathy genes. ACTA ACUST UNITED AC 2013; 5:487-9. [PMID: 23074335 DOI: 10.1161/circgenetics.112.964809] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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