1
|
Kobeleva X, Varoquaux G, Dagher A, Adhikari M, Grefkes C, Gilson M. Advancing brain network models to reconcile functional neuroimaging and clinical research. Neuroimage Clin 2022; 36:103262. [PMID: 36451365 PMCID: PMC9723311 DOI: 10.1016/j.nicl.2022.103262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 10/26/2022] [Accepted: 11/06/2022] [Indexed: 11/09/2022]
Abstract
Functional magnetic resonance imaging (fMRI) captures information on brain function beyond the anatomical alterations that are traditionally visually examined by neuroradiologists. However, the fMRI signals are complex in addition to being noisy, so fMRI still faces limitations for clinical applications. Here we review methods that have been proposed as potential solutions so far, namely statistical, biophysical and decoding models, with their strengths and weaknesses. We especially evaluate the ability of these models to directly predict clinical variables from their parameters (predictability) and to extract clinically relevant information regarding biological mechanisms and relevant features for classification and prediction (interpretability). We then provide guidelines for useful applications and pitfalls of such fMRI-based models in a clinical research context, looking beyond the current state of the art. In particular, we argue that the clinical relevance of fMRI calls for a new generation of models for fMRI data, which combine the strengths of both biophysical and decoding models. This leads to reliable and biologically meaningful model parameters, which thus fulfills the need for simultaneous interpretability and predictability. In our view, this synergy is fundamental for the discovery of new pharmacological and interventional targets, as well as the use of models as biomarkers in neurology and psychiatry.
Collapse
Affiliation(s)
- Xenia Kobeleva
- Department of Neurology, University of Bonn, Bonn, Germany; German Center for Neurodegenerative Diseases (DZNE) Bonn, Bonn, Germany
| | | | - Alain Dagher
- Montreal Neurological Institute, McGill University, Montréal, Canada
| | - Mohit Adhikari
- Bio-imaging Lab, University of Antwerp, Antwerp, Belgium
| | - Christian Grefkes
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany; Institute of Neuroscience and Medicine (INM-1, INM-3), Research Centre Juelich, Juelich, Germany; Department of Neurology, Goethe University Frankfurt, Frankfurt, Germany
| | - Matthieu Gilson
- Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany; Center for Brain and Cognition, Department of Information and Telecommunication Technologies, Universitat Pompeu Fabra, Barcelona, Spain; Institut de Neurosciences des Systèmes, Aix-Marseille University, Marseille, France.
| |
Collapse
|
2
|
Improving follow up after predictive testing in Huntington's disease: evaluating a genetic counselling narrative group session. J Community Genet 2019; 11:47-58. [PMID: 31001731 PMCID: PMC6962407 DOI: 10.1007/s12687-019-00416-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 03/11/2019] [Indexed: 11/21/2022] Open
Abstract
Recently updated Huntington’s disease (HD) predictive testing guidelines emphasise clinicians’ responsibility to facilitate emotional support following testing, regardless of the result. Yet models of post-test counselling support are poorly defined. Moreover, it is unclear how these might be best delivered. In this project, a genetic counsellor and clinical psychologist developed standalone group sessions using collective narrative practices for individuals post-predictive testing. Here we present an evaluation of the experiences of one group of six people who have tested mutation positive for HD and remain pre-symptomatic. Two partners also attended the session. Observations, evaluation forms and telephone interviews were used in data collection. Interview data was available from five mutation-positive individuals and one partner. Qualitative data were analysed using a thematic framework approach. Responses were overwhelmingly positive, emphasising the importance of a specifically arranged time and space to share experiences in a structured way. This was typically the first time participants had spoken openly with someone in their situation. Narrative facilitation of discussion encouraged participants to re-discover their strengths and resiliences, with similar experiences being discovered through connections with others. The evaluation was successful in implementing group narrative interventions as part of the predictive test counselling support for Huntington’s disease. Participants suggested that the approach could be extended and adopted for other genetic conditions.
Collapse
|
3
|
Abstract
PURPOSE The Pre-familial Amyotrophic Lateral Sclerosis (Pre-fALS) study is a longitudinal study of individuals potentially at risk for developing familial amyotrophic lateral sclerosis. Our goals were to (1) explore participants' decisions of whether to learn results of presymptomatic testing or not; (2) understand the psychosocial impact of these decisions; and (3) assess preferences for receiving results by telephone or in person. METHODS The sample for this substudy comprised 20 participants drawn randomly from autosomal dominant mutant superoxide dismutase 1 families in the Pre-fALS study. Twenty participants completed a semistructured phone interview; prominent themes were identified and rated. RESULTS Fourteen participants chose to learn results; six had mutant superoxide dismutase 1 and eight had wild-type superoxide dismutase 1. Of the six who initially elected nondisclosure, three were reconsidering their decision. Regardless of the results and method of counseling, participants had adapted well, at least in the short term. CONCLUSION We recommend that (1) those considering presymptomatic genetic testing should undergo professional counseling to help decide whether to learn results; (2) discussion should include the option of telephone genetic counseling for those without easy access to in-person counseling; and (3) those who initially decline to learn results should be offered the opportunity to learn their mutation status as their decision evolves.
Collapse
|
4
|
Stroup AM, Smith KR. Familial effects of BRCA1 genetic mutation testing: changes in perceived family functioning. Cancer Epidemiol Biomarkers Prev 2007; 16:135-41. [PMID: 17220342 DOI: 10.1158/1055-9965.epi-06-0178] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This study expands recent research that examines how the receipt of BRCA1 genetic test results affects family adaptability and cohesion 1 year after genetic risk notification. Study participants were members of a large Utah-based kindred with an identified mutation at the BRCA1 locus. The final sample, 90 men and 132 women, contributed information before genetic testing (baseline) and 4 months and/or 1 year after receipt of genetic test results. After controlling for other factors such as family coping resources (Family Crises-Oriented Personal Evaluation Scale) and strains (Family Strains Index) and the tested individual's anxiety levels before genetic testing (state anxiety subscale), men and women reported significant declines in family cohesion 1 year after genetic risk notification (P < 0.01). There is suggestive evidence that carrier men reported increasing adaptability 1 year after risk notification (+0.21 points per month; P < 0.10). Having a carrier sister had a positive influence on women's perceived family cohesion and adaptability levels, whereas a personal history of cancer, having a great deal of caregiving involvement for a female relative with cancer, anxiety, and some types of coping resources had a negative effect on men's perceived family cohesion and adaptability levels. Although results showed that tested parents are perceiving a decline in family functioning after genetic risk notification, there is no evidence to suggest that the decline is due to carrier status. In fact, it is other life circumstances that exist at the time of the genetic testing process that seem to influence the degree to which families adjust to the experience and test results.
Collapse
Affiliation(s)
- Antoinette M Stroup
- Utah Cancer Registry, Suite 106B, 650 Komas Drive, Salt Lake City, UT 84108, USA.
| | | |
Collapse
|
5
|
Paneque HM, Prieto AL, Reynaldo RR, Cruz MT, Santos FN, Almaguer ML, Velázquez PL, Heredero BL. Psychological Aspects of Presymptomatic Diagnosis of Spinocerebellar Ataxia Type 2 in Cuba. Public Health Genomics 2007; 10:132-9. [PMID: 17575457 DOI: 10.1159/000101754] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE In this paper, we present a descriptive study of the first year of implementation of the predictive genetic testing program for spinocerebellar ataxia type 2 (SCA2) in Cuba, which has been structured along the international guidelines for Huntington disease. SUBJECTS AND METHODS Medical records were retrospectively reviewed from 100 individuals who requested presymptomatic diagnosis. They had been seen between February 2001 and May 2002 at the Ataxia Clinic in the province of Holguín and had completed the protocol. The participants had psychological evaluations before testing and 1 week after being informed of the result. RESULTS The average age of the participants in the presymptomatic testing for SCA2 was 39.3 years, 62% were female. The main reasons for taking the test were family planning and risk assessment in their children. Family participation in the process was high and there were several additional sources of social support. Before the test, the subjects did not present high levels of anxiety or depression. On informing the patients of the test results indicators for anxiety and depression significantly decreased, and there were no significant differences according to whether the test result had been positive or negative. Catastrophic events were rare during the first week after the test. CONCLUSIONS The results indicate a strong interest in presymptomatic diagnosis among individuals at risk for SCA2 in Holguín and a lack of significant psychological drawbacks up to 1 week after information of results.
Collapse
Affiliation(s)
- H M Paneque
- Clinic for Research and Rehabilitation of Hereditary Ataxias, Holguín, Cuba.
| | | | | | | | | | | | | | | |
Collapse
|
6
|
Silver A. Cognitive-behavioural therapy with a Huntington's gene positive patient. PATIENT EDUCATION AND COUNSELING 2003; 49:133-138. [PMID: 12566207 DOI: 10.1016/s0738-3991(02)00070-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The treatment of choice for depression or anxiety after genetic testing is the use of medication. The present paper reports a case of a lady who had a positive test result for Huntington's disease (HD). After the predictive test her mood declined and she experienced symptoms of anxiety. Cognitive-behavioural therapy (CBT) enabled her to deal effectively with her negative automatic thoughts (NATs) and interpret situations more realistically. Therapy was successful in reducing her level of physical, behavioural and affective symptoms and in increasing her sense of control. These gains were maintained at 3 and 6 months in spite of the death of her mother. The paper discussed the potential value of cognitive-behavioural theory and therapy in similar cases.
Collapse
Affiliation(s)
- Amy Silver
- Department of Clinical Genetics, Churchill Hospital, Old Road, Headington, Oxford OX3 7LJ, UK.
| |
Collapse
|
7
|
Meiser B, Dunn S. Psychological effect of genetic testing for Huntington's disease: an update of the literature. West J Med 2001; 174:336-40. [PMID: 11342513 PMCID: PMC1071392 DOI: 10.1136/ewjm.174.5.336] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- B Meiser
- Hereditary Cancer Clinic, Prince of Wales Hospital, Randwick, Sydney NSW 2031 Australia.
| | | |
Collapse
|
8
|
Evers-Kiebooms G, Welkenhuysen M, Claes E, Decruyenaere M, Denayer L. The psychological complexity of predictive testing for late onset neurogenetic diseases and hereditary cancers: implications for multidisciplinary counselling and for genetic education. Soc Sci Med 2000; 51:831-41. [PMID: 10972428 DOI: 10.1016/s0277-9536(00)00064-2] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Increasing knowledge about the human genome has resulted in the availability of a steadily increasing number of predictive DNA-tests for two major categories of diseases: neurogenetic diseases and hereditary cancers. The psychological complexity of predictive testing for these late onset diseases requires careful consideration. It is the main aim of the present paper to describe this psychological complexity, which necessitates an adequate and systematic multidisciplinary approach, including psychological counselling, as well as ongoing education of professionals and of the general public. Predictive testing for neurogenetic diseases--in an adequate counselling context--so far elicits optimism regarding the short- and mid-term impact of the predictive test result. The psychosocial impact has been most widely studied for Huntington's disease. Longitudinal studies are of the utmost importance in evaluating the long-term impact of predictive testing for neurogenetic diseases on the tested person and his/her family. Given the more recent experience with predictive DNA-testing for hereditary cancers, fewer published scientific data are available. Longitudinal research on the mid- and long-term psychological impact of the predictive test result is essential. Decision making regarding health surveillance or preventive surgery after being detected as a carrier of one of the relevant mutations should receive special attention. Tailoring the professional approach--inside and outside genetic centres--to the families' needs is a continuous challenge. Even if a continuous effort is made, several important questions remain unanswered, last but not least the question regarding the best strategy to guarantee that the availability of predictive genetic testing results in a reduction of suffering caused by genetic disease and in an improvement of the quality of life of families confronted with genetic disease.
Collapse
Affiliation(s)
- G Evers-Kiebooms
- Psychosocial Genetics Unit, Center for Human Genetics, K.U. Leuven, Belgium
| | | | | | | | | |
Collapse
|
9
|
Coyne JC, Benazon NR, Gaba CG, Calzone K, Weber BL. Distress and psychiatric morbidity among women from high-risk breast and ovarian cancer families. J Consult Clin Psychol 2000. [DOI: 10.1037/0022-006x.68.5.864] [Citation(s) in RCA: 95] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
10
|
Coping with genetic burden. Acta Neuropsychiatr 1999; 11:74-6. [PMID: 26976259 DOI: 10.1017/s0924270800036218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
An increasing number of neurodegenerative diseases have been defined at the molecular level in recent years, making it possible to determine precisely the genotype before the onset of symptoms. Pre-symptomatic testing programs are available for Huntington disease (HD), hereditary cerebral haemorrhage with amyloid-Dutch type, inherited cerebral ataxia, myotonic dystrophy, and Alzheimer disease. Although treatment options such as gene therapy have no widespread application until now, and much has to be developed, the use of predictive DNA-diagnostics has become a clinical application for a number of hereditary diseases. For psychiatric disorders such as schizophrenia or bipolar disorders, there are indications for localisation of the genetic factors, but clinical use of genetics is still far from reality. Yet, the increasing knowledge about genetics will have far-reaching influence in most fields of modern medicine and in health care provisions.
Collapse
|
11
|
Evers-Kiebooms G, Decruyenaere M. Predictive testing for Huntington's disease: a challenge for persons at risk and for professionals. PATIENT EDUCATION AND COUNSELING 1998; 35:15-26. [PMID: 9832893 DOI: 10.1016/s0738-3991(98)00086-x] [Citation(s) in RCA: 71] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
About a decade ago the introduction of predictive testing for Huntington's disease (HD) was an important milestone in medical history. The aim of the present paper concerning predictive DNA-testing for HD is fourfold. First of all it describes the professional challenge of elaborating an adequate test protocol and of permanently using a multidisciplinary approach to deal with predictive test requests. Secondly the paper is aimed at unraveling the factors that play a part in uptake and decision making regarding predictive testing. Hereby the Health Belief Model is used as a framework for understanding differences between tested and untested persons. Thirdly the impact of the test result on psychological well-being is reviewed. Finally this paper assesses the utilisation of prenatal diagnosis after predictive testing for HD and reflects on the psychological and ethical implications of different types of prenatal tests, including preimplantation genetic diagnosis.
Collapse
Affiliation(s)
- G Evers-Kiebooms
- Psychosocial Genetics Unit, Center for Human Genetics, University Hospital Gasthuisberg, Leuven, Belgium.
| | | |
Collapse
|
12
|
DudokdeWit AC, Tibben A, Duivenvoorden HJ, Niermeijer MF, Passchier J, Trijsburg RW. Distress in individuals facing predictive DNA testing for autosomal dominant late-onset disorders: comparing questionnaire results with in-depth interviews. Rotterdam/Leiden Genetics Workgroup. AMERICAN JOURNAL OF MEDICAL GENETICS 1998; 75:62-74. [PMID: 9450860 DOI: 10.1002/(sici)1096-8628(19980106)75:1<62::aid-ajmg14>3.0.co;2-q] [Citation(s) in RCA: 50] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
In 50% risk carriers for Huntington disease (n = 41), hereditary cerebral hemorrhage with amyloidosis Dutch-type (n = 9) familial adenomatous polyposis coli (n = 45) and hereditary breast and ovarian cancer (n = 24), pretest intrusion and avoidance (Impact of Event Scale), anxiety and depression (Hospital Anxiety and Depression Scale), feelings of hopelessness (Beck Hopelessness Scale), and psychological complaints (Symptom Checklist) were assessed to determine their psychological well-being. The manner of discussing the genetic disorder, the test, and its implications during a semistructured interview (reflecting on one's emotions without getting carried away or dismissing or minimizing the subject) was judged in terms of coherence. Participants at risk for neurodegenerative disorders had higher anxiety and depression scores and more psychological complaints than did those at risk for cancer syndromes. Those reporting high intrusion/high avoidance had higher anxiety and depression scores and more psychological complaints than did those reporting low intrusion/low avoidance. However, the scoring of the interview showed that participants reporting high intrusion/high avoidance were more reflective about their emotions without getting carried away or dismissing the subject (e.g., more coherent) than those reporting low intrusion/low avoidance. This result suggests that participants with higher stress scores may be actively dealing with the emotional implications of the test, whereas those with low stress scores may (as yet) be unable to face these implications. It is important to identify the strategy of coping with threat to provide suitable counseling and necessary guidance. However, long-term follow-up is needed to learn the consequences of a denial coping strategy for those participating in a genetic testing program.
Collapse
Affiliation(s)
- A C DudokdeWit
- Department of Medical Psychology and Psychotherapy, Erasmus University, Rotterdam, The Netherlands.
| | | | | | | | | | | |
Collapse
|