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Jahanshad N, Lenzini P, Bijsterbosch J. Current best practices and future opportunities for reproducible findings using large-scale neuroimaging in psychiatry. Neuropsychopharmacology 2024; 50:37-51. [PMID: 39117903 PMCID: PMC11526024 DOI: 10.1038/s41386-024-01938-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 06/05/2024] [Accepted: 07/09/2024] [Indexed: 08/10/2024]
Abstract
Research into the brain basis of psychopathology is challenging due to the heterogeneity of psychiatric disorders, extensive comorbidities, underdiagnosis or overdiagnosis, multifaceted interactions with genetics and life experiences, and the highly multivariate nature of neural correlates. Therefore, increasingly larger datasets that measure more variables in larger cohorts are needed to gain insights. In this review, we present current "best practice" approaches for using existing databases, collecting and sharing new repositories for big data analyses, and future directions for big data in neuroimaging and psychiatry with an emphasis on contributing to collaborative efforts and the challenges of multi-study data analysis.
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Affiliation(s)
- Neda Jahanshad
- Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, 90292, USA.
| | - Petra Lenzini
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Janine Bijsterbosch
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
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Marcu GM, Dumbravă A, Băcilă IC, Szekely-Copîndean RD, Zăgrean AM. Increasing Value and Reducing Waste of Research on Neurofeedback Effects in Post-traumatic Stress Disorder: A State-of-the-Art-Review. Appl Psychophysiol Biofeedback 2024; 49:23-45. [PMID: 38151684 DOI: 10.1007/s10484-023-09610-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023]
Abstract
Post-Traumatic Stress Disorder (PTSD) is often considered challenging to treat due to factors that contribute to its complexity. In the last decade, more attention has been paid to non-pharmacological or non-psychological therapies for PTSD, including neurofeedback (NFB). NFB is a promising non-invasive technique targeting specific brainwave patterns associated with psychiatric symptomatology. By learning to regulate brain activity in a closed-loop paradigm, individuals can improve their functionality while reducing symptom severity. However, owing to its lax regulation and heterogeneous legal status across different countries, the degree to which it has scientific support as a psychiatric treatment remains controversial. In this state-of-the-art review, we searched PubMed, Cochrane Central, Web of Science, Scopus, and MEDLINE and identified meta-analyses and systematic reviews exploring the efficacy of NFB for PTSD. We included seven systematic reviews, out of which three included meta-analyses (32 studies and 669 participants) that targeted NFB as an intervention while addressing a single condition-PTSD. We used the MeaSurement Tool to Assess systematic Reviews (AMSTAR) 2 and the criteria described by Cristea and Naudet (Behav Res Therapy 123:103479, 2019, https://doi.org/10.1016/j.brat.2019.103479 ) to identify sources of research waste and increasing value in biomedical research. The seven assessed reviews had an overall extremely poor quality score (5 critically low, one low, one moderate, and none high) and multiple sources of waste while opening opportunities for increasing value in the NFB literature. Our research shows that it remains unclear whether NFB training is significantly beneficial in treating PTSD. The quality of the investigated literature is low and maintains a persistent uncertainty over numerous points, which are highly important for deciding whether an intervention has clinical efficacy. Just as importantly, none of the reviews we appraised explored the statistical power, referred to open data of the included studies, or adjusted their pooled effect sizes for publication bias and risk of bias. Based on the obtained results, we identified some recurrent sources of waste (such as a lack of research decisions based on sound questions or using an appropriate methodology in a fully transparent, unbiased, and useable manner) and proposed some directions for increasing value (homogeneity and consensus) in designing and reporting research on NFB interventions in PTSD.
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Affiliation(s)
- Gabriela Mariana Marcu
- Division of Physiology and Neuroscience, Department of Functional Sciences, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.
- Department of Psychology, "Lucian Blaga" University of Sibiu, Sibiu, Romania.
| | - Andrei Dumbravă
- George I.M. Georgescu Institute of Cardiovascular Diseases, Iaşi, Romania
- Alexandru Ioan Cuza University Iaşi, Iaşi, Romania
| | - Ionuţ-Ciprian Băcilă
- Scientific Research Group in Neuroscience "Dr. Gheorghe Preda" Clinical Psychiatry Hospital, Sibiu, Romania
- Faculty of Medicine, "Lucian Blaga" University of Sibiu Romania, Sibiu, Romania
| | - Raluca Diana Szekely-Copîndean
- Scientific Research Group in Neuroscience "Dr. Gheorghe Preda" Clinical Psychiatry Hospital, Sibiu, Romania
- Department of Social and Human Research, Romanian Academy - Cluj-Napoca Branch, Cluj-Napoca, Romania
| | - Ana-Maria Zăgrean
- Division of Physiology and Neuroscience, Department of Functional Sciences, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
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Doenyas-Barak K, Kutz I, Lang E, Merzbach R, Lev Wiesel R, Boussi-Gross R, Efrati S. The use of hyperbaric oxygen for veterans with PTSD: basic physiology and current available clinical data. Front Neurosci 2023; 17:1259473. [PMID: 38027524 PMCID: PMC10630921 DOI: 10.3389/fnins.2023.1259473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Post-traumatic stress disorder (PTSD) affects up to 30% of veterans returning from the combat zone. Unfortunately, a substantial proportion of them do not remit with the current available treatments and thus continue to experience long-term social, behavioral, and occupational dysfunction. Accumulating data implies that the long-standing unremitting symptoms are related to changes in brain activity and structure, mainly disruption in the frontolimbic circuit. Hence, repair of brain structure and restoration of function could be a potential aim of effective treatment. Hyperbaric oxygen therapy (HBOT) has been effective in treating disruptions of brain structure and functions such as stroke, traumatic brain injury, and fibromyalgia even years after the acute insult. These favorable HBOT brain effects may be related to recent protocols that emphasize frequent fluctuations in oxygen concentrations, which in turn contribute to gene expression alterations and metabolic changes that induce neuronal stem cell proliferation, mitochondrial multiplication, angiogenesis, and regulation of the inflammatory cascade. Recently, clinical findings have also demonstrated the beneficial effect of HBOT on veterans with treatment-resistant PTSD. Moderation of intrusive symptoms, avoidance, mood and cognitive symptoms, and hyperarousal were correlated with improved brain function and with diffusion tensor imaging-defined structural changes. This article reviews the current data on the regenerative biological effects of HBOT, and the ongoing research of its use for veterans with PTSD.
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Affiliation(s)
- Keren Doenyas-Barak
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
- School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ilan Kutz
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
| | - Erez Lang
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
- School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Rachel Merzbach
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
- The Louis and Gabi Weisfeld School of Social Work, Bar-Ilan University, Ramat Gan, Israel
| | - Rachel Lev Wiesel
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
- The Emili Sagol Creative Arts Therapies Research Center, University of Haifa, Haifa, Israel
| | - Rahav Boussi-Gross
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
| | - Shai Efrati
- Sagol Center for Hyperbaric Medicine and Research, Shamir Medical Center, Zerifin, Israel
- School of Medicine, Tel Aviv University, Tel Aviv, Israel
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Smith CG, Jones EJH, Wass SV, Jacobs D, Fitzpatrick C, Charman T. The effect of perinatal interventions on parent anxiety, infant socio-emotional development and parent-infant relationship outcomes: A systematic review. JCPP ADVANCES 2022; 2:e12116. [PMID: 37431423 PMCID: PMC10242933 DOI: 10.1002/jcv2.12116] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 09/23/2022] [Indexed: 09/04/2024] Open
Abstract
Background Infants of parents with perinatal anxiety are at elevated likelihood of experiencing disruption in the parent-infant relationship, as well as difficulties with socio-emotional functioning in later development. Interventions delivered in the perinatal period have the potential to protect the early dyadic relationship and support infants' ongoing development and socio-emotional outcomes. This review primarily aimed to examine the efficacy of perinatal interventions on parent anxiety, infant socio-emotional development/temperament, and parent-infant relationship outcomes. Secondarily, the review sought to understand how interventions focused principally on one member of the dyad affected the outcomes of the other, and which intervention components were common to successful interventions. Method Five electronic databases as well as manual search procedures were used to identify randomised controlled trials according to a PICO eligibility criteria framework. Risk of bias assessments were undertaken, and a narrative synthesis was conducted. The review was pre-registered on PROSPERO (CRD42021254799). Results Twelve studies were analysed in total, including five interventions focused on the adult, and seven interventions focused on the infant, or the infant's relationship with their parent. Interventions incorporating cognitive behavioural strategies for affective disorders showed reductions in parent anxiety (N = 3), and interventions focusing on altering distorted maternal internal representations showed positive change in parent-child dyadic interactions, and infant outcomes (N = 2). Evidence that interventions focused on one partner of the dyad led to improved outcomes for the other partner was limited. However, evidence was of mixed methodological quality. Conclusions It is important to integrate both parents and infants into treatment programmes for perinatal anxiety. Implications for clinical practice and future intervention trials are discussed.
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Affiliation(s)
- Celia G. Smith
- Institute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUK
| | | | | | | | | | - Tony Charman
- Institute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUK
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Malich L, Munafò MR. Introduction: Replication of Crises: Interdisciplinary Reflections on the Phenomenon of the Replication Crisis in Psychology. REVIEW OF GENERAL PSYCHOLOGY 2022. [DOI: 10.1177/10892680221077997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The replication crisis has preoccupied psychology for over a decade and has led to many reform proposals. In this Special Issue, we argue that a reflexive discussion of both the replication crisis and possible reforms is crucial. With the plural ‘replication of crises’ in the title, we want to make clear that the current crisis is more than one. What is perceived as a crisis varies depending on the scientific field, theoretical background, and epistemological perspective. As a consequence, this Special Issue aims to promote both an intra-disciplinary dialogue between scientific and theoretical psychology, and an inter-disciplinary dialogue between psychology, the humanities and the social sciences. The individual contributions focus on three central questions: (1) What is specific about the replication crisis in psychology? (2) What are the connections between the replication crisis in psychology and that in other scientific fields? (3) What are possible underlying causes of the replication crisis in psychology, and what are the opportunities for improvement? Although each of the articles offers a unique and sometimes challenging perspective to understanding the replication crisis, they all share the assumption that we need to reflect in order to learn and improve.
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Affiliation(s)
- Lisa Malich
- Institute for the History of Medicine and Science Studies, Universität zu Lübeck, Germany
- Institut für Medizingeschichte und Wissenschaftsforschung, L¨ubeck, Germany
| | - Marcus R. Munafò
- MRC Integrative Epidemiology Unit, School of Psychological Science, University of Bristol, UK
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Mahajan R, Kishore K, Jaswal V. The challenges of interpreting ANOVA by dermatologists. Indian Dermatol Online J 2022; 13:109-113. [PMID: 35198479 PMCID: PMC8809174 DOI: 10.4103/idoj.idoj_307_21] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 11/04/2022] Open
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Scholtz SE, de Klerk W, de Beer LT. The Use of Research Methods in Psychological Research: A Systematised Review. Front Res Metr Anal 2020; 5:1. [PMID: 33870039 PMCID: PMC8028395 DOI: 10.3389/frma.2020.00001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 02/28/2020] [Indexed: 11/21/2022] Open
Abstract
Research methods play an imperative role in research quality as well as educating young researchers, however, the application thereof is unclear which can be detrimental to the field of psychology. Therefore, this systematised review aimed to determine what research methods are being used, how these methods are being used and for what topics in the field. Our review of 999 articles from five journals over a period of 5 years indicated that psychology research is conducted in 10 topics via predominantly quantitative research methods. Of these 10 topics, social psychology was the most popular. The remainder of the conducted methodology is described. It was also found that articles lacked rigour and transparency in the used methodology which has implications for replicability. In conclusion this article, provides an overview of all reported methodologies used in a sample of psychology journals. It highlights the popularity and application of methods and designs throughout the article sample as well as an unexpected lack of rigour with regard to most aspects of methodology. Possible sample bias should be considered when interpreting the results of this study. It is recommended that future research should utilise the results of this study to determine the possible impact on the field of psychology as a science and to further investigation into the use of research methods. Results should prompt the following future research into: a lack or rigour and its implication on replication, the use of certain methods above others, publication bias and choice of sampling method.
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Affiliation(s)
- Salomé Elizabeth Scholtz
- Community Psychosocial Research (COMPRES), School of Psychosocial Health, North-West University, Potchefstroom, South Africa
| | - Werner de Klerk
- Community Psychosocial Research (COMPRES), School of Psychosocial Health, North-West University, Potchefstroom, South Africa
| | - Leon T de Beer
- WorkWell Research Institute, North-West University, Potchefstroom, South Africa
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Burnette JL, Knouse LE, Vavra DT, O'Boyle E, Brooks MA. Growth mindsets and psychological distress: A meta-analysis. Clin Psychol Rev 2020; 77:101816. [PMID: 32163802 DOI: 10.1016/j.cpr.2020.101816] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 12/13/2019] [Accepted: 12/18/2019] [Indexed: 01/16/2023]
Abstract
We investigated if growth mindsets-the belief in the malleable nature of human attributes-are negatively related to psychological distress and if they are positively related to treatment value and active coping. In the meta-analysis, we included articles published between 1988 and 2019, written in English, that reported on mindsets as well as a qualifying dependent variable and included information required to calculate an effect size. With a random effects approach, meta-analytic results (k = 72 samples, N = 17,692) demonstrated that mindsets relate, albeit with minimal effects, to distress, treatment and coping. Specifically, there is a negative relation between growth mindsets and psychological distress (r = -0.220), a positive relation between growth mindsets and treatment value (r = 0.137) and a positive relation between growth mindsets and active coping (r = 0.207). Differences in mindset domain, assessment method of mindsets and timing of assessments moderated effects. There were not differences based on operationalization of psychological distress outcome or sample characteristics (i.e., developmental stage, diagnostic status, ethnicity). We discuss theoretical and practical applications of the findings.
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Weisz JR, Bearman SK, Ugueto AM, Herren JA, Evans SC, Cheron DM, Alleyne AR, Weissman AS, Tweed JL, Pollack AA, Langer DA, Southam-Gerow MA, Wells KC, Jensen-Doss A. Testing Robustness of Child STEPs Effects with Children and Adolescents: A Randomized Controlled Effectiveness Trial. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2019; 49:883-896. [PMID: 31517543 DOI: 10.1080/15374416.2019.1655757] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
A critical task in psychotherapy research is identifying the conditions within which treatment benefits can be replicated and outside of which those benefits are reduced. We tested the robustness of beneficial effects found in two previous trials of the modular Child STEPs treatment program for youth anxiety, depression, trauma, and conduct problems. We conducted a randomized trial, with two significant methodological changes from previous trials: (a) shifting from cluster- to person-level randomization, and (b) shifting from individual to more clinically feasible group-based consultation with STEPs therapists. Fifty community clinicians from multiple outpatient clinics were randomly assigned to receive training and consultation in STEPs (n= 25) or to provide usual care (UC; n= 25). There were 156 referred youths-ages 6-16 (M= 10.52, SD = 2.53); 48.1% male; 79.5% Caucasian, 12.8% multiracial, 4.5% Black, 1.9% Latino, 1.3% Other-who were randomized to STEPs (n= 77) or UC (n= 79). Following previous STEPs trials, outcome measures included parent- and youth-reported internalizing, externalizing, total, and idiographic top problems, with repeated measures collected weekly during treatment and longer term over 2 years. Participants in both groups showed statistically significant improvement on all measures, leading to clinically meaningful problem reductions. However, in contrast to previous trials, STEPs was not superior to UC on any measure. As with virtually all treatments, the benefits of STEPs may depend on the conditions-for example, of study design and implementation support-in which it is tested. Identifying those conditions may help guide appropriate use of STEPs, and other treatments, in the future.
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Affiliation(s)
| | | | - Ana M Ugueto
- Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston
| | - Jenny A Herren
- Department of Psychiatry and Human Behavior, Brown University
| | | | | | | | - Adam S Weissman
- The Child & Family Institute and Columbia University Teacher's College
| | | | | | | | | | - Karen C Wells
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center
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Hengartner MP, Plöderl M. Statistically Significant Antidepressant-Placebo Differences on Subjective Symptom-Rating Scales Do Not Prove That the Drugs Work: Effect Size and Method Bias Matter! Front Psychiatry 2018; 9:517. [PMID: 30386270 PMCID: PMC6199395 DOI: 10.3389/fpsyt.2018.00517] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 10/01/2018] [Indexed: 12/24/2022] Open
Affiliation(s)
- Michael P Hengartner
- Department of Applied Psychology, Zurich University of Applied Sciences, Zurich, Switzerland
| | - Martin Plöderl
- Department for Crisis Intervention and Suicide Prevention and Department for Clinical Psychology, University Clinic for Psychiatry, Psychotherapy, and Psychosomatics, Paracelsus Medical University, Salzburg, Austria
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