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Martyn M, Lee L, Jan A, Lynch E, Weerasuriya R, Kanga-Parabia A, Gaff C. Evaluation of a two-step model of opportunistic genomic screening. Eur J Hum Genet 2024:10.1038/s41431-024-01592-0. [PMID: 38528054 DOI: 10.1038/s41431-024-01592-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 03/27/2024] Open
Abstract
Increasing use of diagnostic genomic sequencing is pushing health services to confront the issue of opportunistic genomic screening (OGS). To date, OGS has been offered concomitant with diagnostic testing. In contrast, we piloted a service offering OGS after return of diagnostic testing results. Evaluation was designed to provide insights for future models of service and included patient surveys at three time points, semi-structured interviews with genetic counsellors (GCs) and a focus group with medical scientists. Uptake was relatively low: 83 of 200 patients approached (42%) attended the OGS service, with 81 accepting OGS. Whilst many who declined to attend the service cited practical barriers, others gave reasons that indicated this was a considered decision. Despite specific genetic counselling, one third of patients did not understand the scope of re-analysis. Yet after post-test counselling, all respondents with novel pathogenic additional findings (AF) understood the implications and reported relevant follow-up. Recall was high: five months after last contact, 75% recalled being offered OGS without prompting. GC interviews and patient survey responses provide insights into complexities that influence patient support needs, including diagnostic status and AF result type. There was no consensus among patients or professionals about when to offer OGS. There was a clear preference for multiple, flexible methods of information provision; achieving this whilst balancing patient support needs and resource requirements is a challenge requiring further investigation. Decisions about whether, when and how to offer OGS are complex; our study shows the two-step approach warrants further exploration.
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Affiliation(s)
- Melissa Martyn
- Melbourne Genomics Health Alliance, Parkville, VIC, 3052, Australia.
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia.
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia.
| | - Ling Lee
- Melbourne Genomics Health Alliance, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
| | - Alli Jan
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Central Coast Local Health District, NSW Health, Gosford, NSW, 2250, Australia
| | - Elly Lynch
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Victorian Clinical Genetics Services, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
| | - Rona Weerasuriya
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Australian Red Cross, 23-47 Villiers Street, North Melbourne, VIC, 3051, Australia
| | - Anaita Kanga-Parabia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
| | - Clara Gaff
- Melbourne Genomics Health Alliance, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
- Murdoch Children's Research Institute, The Royal Children's Hospital, 50 Flemington Road, Parkville, VIC, 3052, Australia
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Currey M, Solomon I, McGraw S, Shen J, Munoz F, Sosa E, Puello-Lozano V, Wing S, Lopez L, Afkhami M, LoBello J, Szelinger S, Gray SW. Preparing for the unexpected: Recommendations for returning secondary findings in late-stage cancer care. Genet Med 2024; 26:100991. [PMID: 37791544 DOI: 10.1016/j.gim.2023.100991] [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: 03/23/2023] [Revised: 09/25/2023] [Accepted: 09/27/2023] [Indexed: 10/05/2023] Open
Abstract
PURPOSE We conducted qualitative interviews with patients with cancer and providers to identify gaps in clinical care and highlight care delivery solutions for the return of secondary germline findings. METHODS Twelve patients and 19 cancer providers from the United States were interviewed between January 2019 and May 2021. Interviews elicited feedback about patient information needs, emotional responses to secondary findings, and recommendations for improving pre-test education. RESULTS Patients' responses ranged from gratitude to regret, depending on how much pre-test counseling they received before tumor testing. Providers cited insufficient clinic time as a major barrier to pretest education, favoring online support tools and standardized pre-test education models. Providers had differing perspectives on how pre-test education should be integrated into clinical workflows but agreed that it should include the differences between somatic and germline testing, the likelihood of medically actionable findings, and the possibility of being referred to a genetics provider. CONCLUSION The spectrum of participants' responses to their secondary findings underscores the importance of adequate pre-test discussions before somatic sequencing. Although educational interventions could address patients' information needs and augment traditional pre-test counseling, health care systems, labs, and genetic providers may be called on to play greater roles in pre-test education.
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Affiliation(s)
| | - Ilana Solomon
- Department of Population Sciences, City of Hope, Duarte, CA
| | | | - Jenny Shen
- Department of Psychology, The State University of New York at Stony Brook, Stony Brook, NY
| | | | | | | | - Sam Wing
- Intuitive Surgical, Health Economics and Outcomes Research, Sunnyvale, CA
| | - Lisa Lopez
- School of Nursing, University of Texas at Austin, Austin, TX
| | | | | | | | - Stacy W Gray
- Department Medical Oncology & Therapeutics Research, City of Hope, Duarte, CA.
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Kim Y, Kim JM, Cho HW, Park HY, Park MH. Frequency of actionable secondary findings in 7472 Korean genomes derived from the National Project of Bio Big Data pilot study. Hum Genet 2023; 142:1561-1569. [PMID: 37728764 PMCID: PMC10602966 DOI: 10.1007/s00439-023-02592-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 08/14/2023] [Indexed: 09/21/2023]
Abstract
Exome and genome sequencing (ES/GS) in genetic medicine and research leads to discovering genomic secondary findings (SFs) unrelated to the purpose of the primary test. There is a lack of agreement to return the SF results for individuals undergoing the test. The aim of this study is to investigate the frequency of actionable secondary findings using GS data obtained from the rare disease study and the Korean Genome and Epidemiology Study (KoGES) in the National Project of Bio Big Data pilot study. Pathogenic (P) or likely pathogenic (LP) variants of 78 SF genes recommended by the American College of Medical Genetics and Genomics (ACMG) were screened in the rare disease study and KoGES. The pathogenicity of SF gene variants was determined according to the ACMG interpretation. The overall SF rate was 3.75% for 280 individuals with 298 P/LP variants of 41 ACMG SF genes which were identified among 7472 study participants. The frequencies of genes associated with cardiovascular, cancer, and miscellaneous phenotypes were 2.17%, 1.22%, and 0.58%, respectively. The most frequent SF gene was TTN followed by BRCA2. The frequency of actionable SFs among participants with rare disease and general population participants in the Korean population presented here will assist in reporting results of medically actionable SFs in genomic medicine.
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Affiliation(s)
- Youngjun Kim
- Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea
| | - Jeong-Min Kim
- Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea
| | - Hye-Won Cho
- Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea
| | - Hyun-Young Park
- Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea.
| | - Mi-Hyun Park
- Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea.
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4
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Fukuzaki N, Kiyozumi Y, Higashigawa S, Horiuchi Y, Matsubayashi H, Nishimura S, Mori K, Notsu A, Suishu I, Ohnami S, Kusuhara M, Yamaguchi K, Doorenbos AZ, Takeda Y. A Cross-sectional Study of Regret in Cancer Patients After Sharing Test Results for Pathogenic Germline Variants of Hereditary Cancers With Relatives. Cancer Nurs 2023; Publish Ahead of Print:00002820-990000000-00119. [PMID: 36881649 DOI: 10.1097/ncc.0000000000001224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
BACKGROUND Research on whole genome/exome sequencing is increasing worldwide. However, challenges are emerging in relation to receiving germline pathogenic variant results and sharing them with relatives. OBJECTIVE The aim of this study was to investigate the occurrence of and reasoning related to regret among patients with cancer who shared single-gene testing results and whole exome sequencing with family members. METHODS This was a single-center, cross-sectional study. The Decision Regret Scale was administered, and descriptive questionnaires were used with 21 patients with cancer. RESULTS Eight patients were classified as having no regret, 9 patients were classified as having mild regret, and 4 patients were classified as having moderate to strong regret. Reasons patients felt that sharing was the right decision included the following: to allow relatives and children to take preventive measures, the need for both parties to be aware of and ready for the hereditary transmission of cancer, and the need to be able to discuss the situation with others. On the other hand, some patients did not think it was a good decision to share the information because of the associated anxiety. CONCLUSIONS Regret over sharing test results for pathogenic germline variants of hereditary cancers with relatives tended to be low. The main reason was that patients believed that they were able to benefit others by sharing. IMPLICATIONS FOR PRACTICE Healthcare professionals need to understand the postsharing perceptions and experiences of patients and support them throughout the sharing process.
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Affiliation(s)
- Naomi Fukuzaki
- Author Affiliations: Department of Nursing, Shizuoka Cancer Center Hospital (Dr Fukuzaki and Ms Suishu); Division of Genetic Medicine Promotion, Shizuoka Cancer Center (Drs Kiyozumi, Horiuchi, and Matsubayashi; Ms Higashigawa; Dr Nishimura); Tokyo Metropolitan Institute of Medical Science (Dr Horiuchi); Division of Endoscopy, Shizuoka Cancer Center (Dr Matsubayashi); Division of Breast Surgery, Shizuoka Cancer Center Hospital (Dr Nishimura); Clinical Research Center, Shizuoka Cancer Center (Drs Mori and Notsu); Shizuoka Cancer Center Research Institute (Ms Ohnami and Dr Kusuhara); and Shizuoka Cancer Center (Dr Yamaguchi), Japan; Department of Biobehavioral Nursing Science, College of Nursing, University of Illinois Chicago (Dr Doorenbos); and Graduate School of Health Management, Keio University (Dr Takeda), Tokyo, Japan
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Zheng Z, Song Y. Integrated analysis of the voltage-gated potassium channel-associated gene KCNH2 across cancers. BMC Bioinformatics 2023; 24:51. [PMID: 36792990 PMCID: PMC9933257 DOI: 10.1186/s12859-023-05180-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 02/09/2023] [Indexed: 02/17/2023] Open
Abstract
KCNH2 encodes the human ether-a-go-go-related gene (hERG) potassium channel and is an important repolarization reserve for regulating cardiac electrical activity. Increasing evidence suggests that it is involved in the development of various tumours, yet a thorough analysis of the underlying process has not been performed. Here, we have comprehensively examined the role of KCNH2 in multiple cancers by assessing KCNH2 gene expression, diagnostic and prognostic value, genetic alterations, immune infiltration correlations, RNA modifications, mutations, clinical correlations, interacting proteins, and associated signalling pathways. KCNH2 is differentially expressed in over 30 cancers and has a high diagnostic value for 10 tumours. Survival analysis showed that high expression of KCNH2 was associated with a poor prognosis in glioblastoma multiforme (GBM) and hepatocellular carcinoma (LIHC). Mutations and RNA methylation modifications (especially m6A) of KCNH2 are associated with its expression in multiple tumours. KCNH2 expression is correlated with tumour mutation burden, microsatellite instability, neoantigen load, and mutant-allele tumour heterogeneity. In addition, KCNH2 expression is associated with the tumour immune microenvironment and its immunosuppressive phenotype. KEGG signalling pathway enrichment analysis revealed that KCNH2 and its interacting molecules are involved in a variety of pathways related to carcinogenesis and signal regulation, such as the PI3K/Akt and focal adhesion pathways. Overall, we found that KCNH2 and its interaction molecular are expected to be immune-related biomarkers for cancer diagnosis and prognosis evaluation, and are potential regulatory targets of singalling pathways for tumour development due to their significant role in cancers.
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Affiliation(s)
- Zequn Zheng
- Department of Cardiovascular Medicine, First Affiliated Hospital of Shantou University Medical College, Shantou University, Shantou, 515000, China
| | - Yongfei Song
- Ningbo Institute of Innovation for Combined Medicine and Engineering, Lihuili Hospital Affiliated to Ningbo University, No. 378 Dongqing Road, Yinzhou District, Ningbo, 315000, Zhejiang, China.
- Department of Cardiovascular, Lihuili Hospital Facilitated to Ningbo University, Ningbo University, Ningbo, 315211, Zhejiang, China.
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Codina-Solà M, Trujillano L, Abulí A, Rovira-Moreno E, Muñoz-Cabello P, Campos B, Fernández-Álvarez P, Palau D, Carrasco E, Valenzuela I, Cueto-González AM, Lasa-Aranzasti A, Limeres J, Leno-Colorado J, Costa-Roger M, Moles-Fernández A, Balmaña J, Díez O, Cuscó I, Garcia-Arumí E, Tizzano EF. An spanish study of secondary findings in families affected with mendelian disorders: choices, prevalence and family history. Eur J Hum Genet 2023; 31:223-230. [PMID: 36446894 PMCID: PMC9905470 DOI: 10.1038/s41431-022-01240-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/02/2022] [Accepted: 11/08/2022] [Indexed: 12/02/2022] Open
Abstract
Clinical exome sequencing has the potential to identify pathogenic variants unrelated to the purpose of the study (secondary findings, SFs). Data describing actual choices of SFs in participants in a clinical setting and factors influencing their decision are virtually non-existant in Europe. In this work, we report the acceptance rate of SFs, calculate their prevalence and study factors associated with the decision in a cohort of patients affected with a rare genetic disorder in a Spanish Hospital. Finally, we re-examine the presence of previously non reported family history in positive cases. We retrospectively reviewed informed consent choices and SF results from 824 unrelated probands affected with rare genetic disorders who underwent whole-genome or exome sequencing. Ninety percent of families (740/824) affected with rare disorders wished to be informed of SFs. Declining SFs was associated with a prenatal setting (30% vs. 8.7%, p = 0.025), consanguinity (19% vs. 8.7%, p = 0.013), male gender (10.6% vs. 1.5%, p = 0.00865) and the proband being a minor (10.6% vs. 1.5%, p = 0.014). Overall, 27 pathogenic or likely pathogenic variants were identified in 27 individuals, with an SF prevalence of 3.6%. Disclosure of SFs increased the percentage of positive family histories and resulted in early diagnosis or changes in the management of 10 individuals from five families. We show that the acceptance of SFs in Spain is high and the disclosure of SFs leads to a clinically meaningful change in the medical management of individuals.
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Affiliation(s)
- Marta Codina-Solà
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain.
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain.
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain.
| | - Laura Trujillano
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
| | - Anna Abulí
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
| | - Eulàlia Rovira-Moreno
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
| | - Patricia Muñoz-Cabello
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Berta Campos
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Paula Fernández-Álvarez
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
| | - Dolors Palau
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Estela Carrasco
- Hereditary Cancer Genetics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Irene Valenzuela
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
| | - Anna Maria Cueto-González
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Amaia Lasa-Aranzasti
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
| | - Javier Limeres
- European Reference Networks for rare, low prevalence and complex diseases of the heart (ERN GUARD-Heart), Barcelona, Spain
- Unidad de Cardiopatías Familiares, Servicio de Cardiología, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Centre for Biomedical Network Research on Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Jordi Leno-Colorado
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Mar Costa-Roger
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Alejandro Moles-Fernández
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Judith Balmaña
- Hereditary Cancer Genetics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Orland Díez
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Hereditary Cancer Genetics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ivon Cuscó
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
- Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
- Department of Genetics, Hospital Sant Pau, Barcelona, Spain
| | - Elena Garcia-Arumí
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
- Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
- Research Group on Neuromuscular and Mitochondrial Disorders, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Eduardo Fidel Tizzano
- Medicine Genetics Group, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Hospital Universitari, Barcelona, Spain
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability ERN-ITHACA, Barcelona, Spain
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Ohneda K, Hamanaka Y, Kawame H, Fuse N, Nagami F, Suzuki Y, Yamaguchi-Kabata Y, Shimada M, Masamune A, Aoki Y, Ishida T, Yamamoto M. Returning individual genomic results to population-based cohort study participants with BRCA1/2 pathogenic variants. Breast Cancer 2023; 30:110-120. [PMID: 36161580 DOI: 10.1007/s12282-022-01404-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 09/14/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND Recent advances in human genome research have provided evidence for genotype-phenotype associations, pathogenicity, and clinical actionability of variants and genomic risk prediction of disease. However, the return of individual genomic results to healthy individuals is fraught with ethical and practical complexity. METHODS Individual genomic results were returned to BRCA1/2 pathogenic variant (PV) carriers of the Tohoku Medical Megabank cohort study participants with an information on hereditary breast and ovarian cancer syndrome (HBOC). One hundred and eighty participants, including 9 BRCA1/2 PV carriers, were asked about their willingness to receive individual genomic results, without revealing the gene name and related disorders, prior to the study. Of the 142 participants who responded, 103 showed willingness to know their genomic information. Each of the six BRCA1/2 PV carriers who consented to participate in the study received information about HBOC in person and underwent validation testing with blood resampling. RESULTS All participants were in their 60s or 70s; of the four females and two males, two had a history of breast cancer and five had a family history of HBOC-related cancers. All participants appreciated the information, without remarkable negative psychological impact of the return, and intended to undergo clinical risk surveillance. Five participants were accompanied by family members while receiving the results, and three first-degree female relatives wished to undergo genomic testing at the hospital. CONCLUSIONS Our results suggest that returning actionable genomic information to participants in a population-based genome cohort study is beneficial for preventing or providing early-stage intervention for associated diseases.
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Affiliation(s)
- Kinuko Ohneda
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan.
| | - Yohei Hamanaka
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
- Department of Breast and Endocrine Surgical Oncology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Hiroshi Kawame
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
- Department of Clinical Genetics, Jikei University Hospital, Tokyo, Japan
| | - Nobuo Fuse
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
- Advanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, Miyagi, Japan
| | - Fuji Nagami
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
- Advanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, Miyagi, Japan
| | - Yoichi Suzuki
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
- Department of Clinical Genetics, Ageo Central General Hospital, Ageo, Saitama, Japan
| | - Yumi Yamaguchi-Kabata
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
| | - Muneaki Shimada
- Advanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, Miyagi, Japan
- Department of Gynecology and Obstetrics, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Atsushi Masamune
- Department of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Yoko Aoki
- Department of Medical Genetics, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Takanori Ishida
- Department of Breast and Endocrine Surgical Oncology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Masayuki Yamamoto
- Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan.
- Advanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Sendai, Miyagi, Japan.
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Majeed S, Mighton C, Malkin D, Bombard Y. Heath policy guiding the identification, analysis and management of secondary findings for individuals undergoing genomic sequencing: a systematic review protocol. BMJ Open 2022; 12:e065496. [PMID: 36549730 PMCID: PMC9791410 DOI: 10.1136/bmjopen-2022-065496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Genomic sequencing is increasingly enabling precision care across medical specialties; however, the discovery of genomic 'secondary findings' (SFs) unrelated to the patient's primary indication remains a profuse, unintended consequence. Existing practices within the continuum of SF identification, analysis and management are numerous, inconsistent and sometimes contradictory across health conditions and regions. Final decisions are often at the discretion of the genomic sequencing laboratory, bioinformatician or treating physician. This difference in healthcare delivery causes inconsistent information, disclosure and downstream impacts required to manage SFs and patient outcomes. Improving our understanding of the SF health policy landscape can determine components of the SF policy continuum spanning generation through to management that are in conflict, limitations of current guidance and existing needs across clinical settings. METHODS AND ANALYSIS We will carry out a systematic review to catalogue and appraise current guidance directing the identification, analysis and management of SFs for participants receiving genomic sequencing globally. We will conduct a comprehensive search of Medline (Medline R, Medline Epub Ahead of Print and Medline-In-Process & In-Data-Review Citations), Embase and Cochrane databases (n=5, inception to Feb 2022) and a grey literature search of international genomics websites (n=64; inception to May 2022). Key inclusion criteria include: guidance produced by health organisations, bioethics committees and professional associations, outlining recommendations for: (1) SF identification, (2) SF analysis or (3) SF management. Non-English language articles and conference abstracts will be excluded. Guidance will be critically appraised with the Appraisal of Guidelines for Research & Evaluation Instrument (AGREE) II tool. We will interpret our findings by process and across populations using a qualitative descriptive approach. ETHICS AND DISSEMINATION Our systematic review evaluates published data and does not require ethics review. Our findings will be disseminated through peer-reviewed publications, conference presentations and workshops with precision medicine stakeholders. PROSPERO REGISTRATION NUMBER CRD42022316079.
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Affiliation(s)
- Safa Majeed
- Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Chloe Mighton
- Genomics Health Services Research Program, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Institute of Health Policy, Management, and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - David Malkin
- Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Yvonne Bombard
- Genomics Health Services Research Program, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
- Institute of Health Policy, Management, and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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Expectations, concerns, and attitudes regarding whole-genome sequencing studies: a survey of cancer patients, families, and the public in Japan. J Hum Genet 2022; 68:281-285. [PMID: 36509867 PMCID: PMC10040335 DOI: 10.1038/s10038-022-01100-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 10/26/2022] [Accepted: 11/21/2022] [Indexed: 12/14/2022]
Abstract
Whole-genome sequencing (WGS) is being used in research and clinical settings in cancer genomics. Studies show that cancer patients generally have positive attitudes toward tumor profiling tests; however, few works revealed their attitudes toward WGS. This study clarifies the expectations, concerns, and result preferences of cancer patients (CPs), family members (FMs) and general adults (GAs) regarding WGS study in Japan. We conducted an anonymous survey with 1204 CPs, 5968 FMs, and 2915 GAs in 2021. Despite low awareness of the WGS studies, CPs had the highest expectations for it. FMs had a higher level of concern than CPs and GAs; feeling anxious by knowing the results, being treated unfavorably if germline findings were detected. Both the FMs and CPs were highly concerned about the protection of genetic information. CPs preferred results with actionability, however, only half preferred to know germline findings. Given the possibility of detecting variants across multidisciplinary diseases and the long-term continuity of WGS research, a system is needed in which study participants can consult and receive decision-making support at any time according to their needs.
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Hunter CL, Helft PR. Yes, We Can, But Should We? Ethical Considerations in Reporting Germline Findings From Paired Tumor-Normal Genomic Testing in Patients With Advanced Cancer. J Clin Oncol 2022; 41:1982-1985. [PMID: 36469841 DOI: 10.1200/jco.22.00796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Affiliation(s)
- Cynthia L. Hunter
- Indiana University Health Department of Medical and Molecular Genetics, Indianapolis, IN
- Indiana University Health Precision Genomics, Indianapolis, IN
| | - Paul R. Helft
- Division of Hematology/Oncology, Department of Medicine, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Charles Warren Fairbanks Center for Medical Ethics, Indiana University Health, Indianapolis, IN
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11
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Perspectives and preferences regarding genomic secondary findings in underrepresented prenatal and pediatric populations: A mixed-methods approach. Genet Med 2022; 24:1206-1216. [PMID: 35396980 DOI: 10.1016/j.gim.2022.02.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 02/03/2022] [Accepted: 02/03/2022] [Indexed: 12/30/2022] Open
Abstract
PURPOSE Patients undergoing clinical exome sequencing (ES) are routinely offered the option to receive secondary findings (SF). However, little is known about the views of individuals from underrepresented minority pediatric or prenatal populations regarding SF. METHODS We explored the preferences for receiving hypothetical categories of SF (H-SF) and reasons for accepting or declining actual SF through surveying (n = 149) and/or interviewing (n = 47) 190 families undergoing pediatric or prenatal ES. RESULTS Underrepresented minorities made up 75% of the probands. In total, 150 families (79%) accepted SF as part of their child/fetus's ES. Most families (63%) wanted all categories of H-SF. Those who declined SF as part of ES were less likely to want H-SF across all categories. Interview findings indicate that some families did not recall their SF decision. Preparing for the future was a major motivator for accepting SF, and concerns about privacy, discrimination, and psychological effect drove decliners. CONCLUSION A notable subset of families (37%) did not want at least 1 category of H-SF, suggesting more hesitancy about receiving all available results than previously reported. The lack of recollection of SF decisions suggests a need for alternative communication approaches. Results highlight the importance of the inclusion of diverse populations in genomic research.
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12
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Higashigawa S, Matsubayashi H, Kiyozumi Y, Kado N, Nishimura S, Oishi T, Sugino T, Fushiki K, Shirasu H, Yasui H, Mamesaya N, Fukuzaki N, Kunitomo K, Horiuchi Y, Kenmotsu H, Serizawa M. Present status of germline findings in precision medicine for Japanese cancer patients: issues in the current system. Jpn J Clin Oncol 2022; 52:599-608. [PMID: 35411369 DOI: 10.1093/jjco/hyac046] [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: 09/14/2021] [Revised: 12/11/2021] [Accepted: 03/07/2022] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Since 2019, precision cancer medicine has been covered by national insurance in Japan; however, to date, germline findings have not been fully reported. The aim of this study was to evaluate the current status and raise a problem of germline finding analysis and disclosure in Japanese precision cancer medicine. METHODS Germline findings of 52 genes were examined in 296 cases with advanced cancer by a case series study. RESULTS Six (2.0%) cases were examined by the Oncoguide™ NCC Oncopanel with germline testing, but no germline findings were reported. The remaining 290 (98.0%) cases were analyzed by FoundationOne® CDx (tumor-only testing), which recognized 404 pathogenic variants; those of BRCA1/2 were recognized in 16 (5.5%) tumors. Our institutional algorithm suggested 39 candidate germline findings in 34 cases, while the public algorithm listed at least 91 candidate germline findings. Four germline findings had been previously identified (BRCA1: 3 and ATM: 1). Nine of 30 cases with candidate germline findings excluding these known germline findings refused or deferred germline testing. Only 4 of 16 cases that received counseling underwent germline testing, and those 4 revealed 3 germline findings (BRCA2, CDK4 and RAD51C); in total, 8 (2.7%) germline findings were revealed. Reasons for refusing genetic counseling and/or germline testing included extra hospital visits, added expense for germline testing due to limited national insurance coverage, poor patient physical condition and no known family members associated with the possible germline finding. CONCLUSIONS In current Japanese precision cancer medicine, only a small fraction of the patients undergoes germline testing and demonstrated germline finding. The current results suggested a need for earlier indications for precision cancer medicine, broader insurance coverage and more efficient germline finding prediction algorithms, to increase the number of germline testings and to improve the following managements.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Yasue Horiuchi
- Division of Genetic Medicine Promotion.,Department of Psychiatry and Behavioral Sciences, Tokyo Metropolitan Institute of Medical Science, Setagaya-ku, Tokyo, Japan
| | | | - Masakuni Serizawa
- Clinical Research Center, Shizuoka Cancer Center, Nagaizumi-cho, Sunto-gun, Shizuoka, Japan
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13
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Menko FH, Monkhorst K, Hogervorst FB, Rosenberg EH, Adank M, Ruijs MW, Bleiker EM, Sonke GS, Russell NS, Oldenburg HS, van der Kolk LE. Challenges in breast cancer genetic testing. A call for novel forms of multidisciplinary care and long-term evaluation. Crit Rev Oncol Hematol 2022; 176:103642. [DOI: 10.1016/j.critrevonc.2022.103642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 02/04/2022] [Accepted: 02/16/2022] [Indexed: 11/25/2022] Open
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Sapp JC, Facio FM, Cooper D, Lewis KL, Modlin E, van der Wees P, Biesecker LG. A systematic literature review of disclosure practices and reported outcomes for medically actionable genomic secondary findings. Genet Med 2021; 23:2260-2269. [PMID: 34433902 PMCID: PMC9017985 DOI: 10.1038/s41436-021-01295-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 07/15/2021] [Accepted: 07/20/2021] [Indexed: 01/14/2023] Open
Abstract
Purpose: Secondary findings (SF) are present in 1–4% of individuals undergoing genome/exome sequencing. A review of how SF are disclosed and what outcomes result from their receipt is urgent and timely. Methods: We conducted a systematic literature review of SF disclosure practices and outcomes after receipt including cascade testing, family and provider communication, and healthcare actions. Of the 1,184 non-duplicate records screened we summarize findings from 27 included research articles describing SF disclosure practices, outcomes after receipt, or both. Results: The included articles reported 709 unique SF index recipients/families. Referrals and/or recommendations were provided 647 SF recipients and outcome data were available for 236. At least one recommended evaluation was reported for 146 SF recipients; 16 reports of treatment or prophylactic surgery were identified. We found substantial variations in how the constructs of interest were defined and described. Conclusion: Variation in how SF disclosure and outcomes were described limited our ability to compare findings. We conclude the literature provided limited insight into how the ACMG guidelines have been translated into precision health outcomes for SF recipients. Robust studies of SF recipients are needed and should be prioritized for future research.
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Affiliation(s)
- Julie C Sapp
- Center for Precision Health Research, National Human Genome Research Institute, Bethesda, MD, USA. .,Translational Health Sciences, George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
| | - Flavia M Facio
- Center for Precision Health Research, National Human Genome Research Institute, Bethesda, MD, USA
| | - Diane Cooper
- National Institutes of Health Library, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Katie L Lewis
- Center for Precision Health Research, National Human Genome Research Institute, Bethesda, MD, USA
| | - Emily Modlin
- Center for Precision Health Research, National Human Genome Research Institute, Bethesda, MD, USA
| | - Philip van der Wees
- Translational Health Sciences, George Washington University School of Medicine and Health Sciences, Washington, DC, USA.,Radboud University Medical Center, IQ Healthcare and Rehabilitation, Nijmegen, Netherlands
| | - Leslie G Biesecker
- Center for Precision Health Research, National Human Genome Research Institute, Bethesda, MD, USA
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Kawame H, Fukushima A, Fuse N, Nagami F, Suzuki Y, Sakurai-Yageta M, Yasuda J, Yamaguchi-Kabata Y, Kinoshita K, Ogishima S, Takai T, Kuriyama S, Hozawa A, Nakaya N, Nakamura T, Minegishi N, Sugawara J, Suzuki K, Tomita H, Uruno A, Kobayashi T, Aizawa Y, Tokutomi T, Yamamoto K, Ohneda K, Kure S, Aoki Y, Katagiri H, Ishigaki Y, Sawada S, Sasaki M, Yamamoto M. The return of individual genomic results to research participants: design and pilot study of Tohoku Medical Megabank Project. J Hum Genet 2021; 67:9-17. [PMID: 34234266 DOI: 10.1038/s10038-021-00952-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 05/08/2021] [Accepted: 06/14/2021] [Indexed: 12/21/2022]
Abstract
Certain large genome cohort studies attempt to return the individual genomic results to the participants; however, the implementation process and psychosocial impacts remain largely unknown. The Tohoku Medical Megabank Project has conducted large genome cohort studies of general residents. To implement the disclosure of individual genomic results, we extracted the potential challenges and obstacles. Major challenges include the determination of genes/disorders based on the current medical system in Japan, the storage of results, prevention of misunderstanding, and collaboration of medical professionals. To overcome these challenges, we plan to conduct multilayer pilot studies, which deal with different disorders/genes. We finally chose familial hypercholesterolemia (FH) as a target disease for the first pilot study. Of the 665 eligible candidates, 33.5% were interested in the pilot study and provided consent after an educational "genetics workshop" on the basic genetics and medical facts of FH. The genetics professionals disclosed the results to the participants. All positive participants were referred to medical care, and a serial questionnaire revealed no significant psychosocial distress after the disclosure. Return of genomic results to research participants was implemented using a well-prepared protocol. To further elucidate the impact of different disorders, we will perform multilayer pilot studies with different disorders, including actionable pharmacogenomics and hereditary tumor syndromes.
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Affiliation(s)
- Hiroshi Kawame
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan.
| | - Akimune Fukushima
- Iwate Tohoku Medical Megabank Organization, Iwate Medical University, Iwate, Japan
| | - Nobuo Fuse
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Fuji Nagami
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Yoichi Suzuki
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | | | - Jun Yasuda
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | | | - Kengo Kinoshita
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Soichi Ogishima
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Takako Takai
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Shinichi Kuriyama
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Atsushi Hozawa
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Naoki Nakaya
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Tomohiro Nakamura
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Naoko Minegishi
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Junichi Sugawara
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Kichiya Suzuki
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Hiroaki Tomita
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Akira Uruno
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Tomoko Kobayashi
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Yayoi Aizawa
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Tomoharu Tokutomi
- Iwate Tohoku Medical Megabank Organization, Iwate Medical University, Iwate, Japan
| | - Kayono Yamamoto
- Department of Clinical Genetics, Iwate Medical University, Iwate, Japan
| | - Kinuko Ohneda
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan.
| | - Shigeo Kure
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | - Yoko Aoki
- Department of Medical Genetics, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Hideki Katagiri
- Department of Metabolism and Diabetes, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Yasushi Ishigaki
- Iwate Tohoku Medical Megabank Organization, Iwate Medical University, Iwate, Japan
| | - Shojiro Sawada
- Department of Metabolism and Diabetes, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Makoto Sasaki
- Iwate Tohoku Medical Megabank Organization, Iwate Medical University, Iwate, Japan
| | - Masayuki Yamamoto
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan.
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