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Ware OD, Baik S, Becker TD, Neukrug H, Zimmerman S. Substance use problems and disorders among adults 50 years and older receiving mental health treatment for a primary neurocognitive disorder. Aging Ment Health 2024:1-6. [PMID: 38533723 DOI: 10.1080/13607863.2024.2335396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/04/2024] [Indexed: 03/28/2024]
Abstract
OBJECTIVES This study sought to (1) identify the percentage of high-risk substance use or substance use disorder (SUD) and (2) examine the factors associated with high-risk substance use or SUD in adults aged 50 years and older receiving mental health treatment with a primary delirium or dementia diagnosis. METHOD This study used 7 years (2013-2019) of national administrative data on community mental health center patients aged 50 years and older with a primary delirium or dementia diagnosis receiving treatment in the United States (U.S.). To examine factors associated with the dependent variable (high-risk substance use or SUD), a multivariable binary logistic regression model was utilized. RESULTS The sample included 77,509 individuals who were mostly aged 65 years and older (69.7%), and did not have co-occurring high-risk substance use or SUD (90.1%). Receiving treatment in a U.S. region other than the Northeast, being younger, male, not non-Hispanic White, and having multiple mental health diagnoses had greater odds of co-occurring high-risk substance use or SUD. CONCLUSION One in ten persons in this sample having high-risk substance use or SUD highlights the clinical necessity for screening and subsequent treatment for co-occurring high-risk substance use among persons receiving treatment for a neurocognitive disorder.
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Affiliation(s)
- Orrin D Ware
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sol Baik
- Weldon Cooper Center for Public Service, University of Virginia, Charlottesville, VA, USA
| | - Todd D Becker
- School of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Hannah Neukrug
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sheryl Zimmerman
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Requena-Ocaña N, Araos P, Serrano-Castro PJ, Flores-López M, García-Marchena N, Oliver-Martos B, Ruiz JJ, Gavito A, Pavón FJ, Serrano A, Mayoral F, Suarez J, de Fonseca FR. Plasma Concentrations of Neurofilament Light Chain Protein and Brain-Derived Neurotrophic Factor as Consistent Biomarkers of Cognitive Impairment in Alcohol Use Disorder. Int J Mol Sci 2023; 24:ijms24021183. [PMID: 36674698 PMCID: PMC9866623 DOI: 10.3390/ijms24021183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/12/2022] [Accepted: 01/03/2023] [Indexed: 01/11/2023] Open
Abstract
For a long time, Substance Use Disorders (SUDs) were not considered a component in the etiology of dementia. The fifth edition of the Diagnostic and Statistical Manual of Mental Disorders introduced substance-induced neurocognitive disorders, incorporating this notion to clinical practice. However, detection and monitoring of neurodegenerative processes in SUD patients remain a major clinical challenge, especially when early diagnosis is required. In the present study, we aimed to investigate new potential biomarkers of neurodegeneration that could predict cognitive impairment in SUD patients: the circulating concentrations of Neurofilament Light chain protein (NfL) and Brain-Derived Neurotrophic Factor (BDNF). Sixty SUD patients were compared with twenty-seven dementia patients and forty healthy controls. SUD patients were recruited and assessed using the Psychiatric Research Interview for Substance and Mental (PRISM) and a battery of neuropsychological tests, including the Montreal Cognitive Assessment test for evaluation of cognitive impairment. When compared to healthy control subjects, SUD patients showed increases in plasma NfL concentrations and NfL/BDNF ratio, as well as reduced plasma BDNF levels. These changes were remarkable in SUD patients with moderate-severe cognitive impairment, being comparable to those observed in dementia patients. NfL concentrations correlated with executive function and memory cognition in SUD patients. The parameters "age", "NfL/BDNF ratio", "first time alcohol use", "age of onset of alcohol use disorder", and "length of alcohol use disorder diagnosis" were able to stratify our SUD sample into patients with cognitive impairment from those without cognitive dysfunction with great specificity and sensibility. In conclusion, we propose the combined use of NfL and BDNF (NfL/BDNF ratio) to monitor substance-induced neurocognitive disorder.
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Affiliation(s)
- Nerea Requena-Ocaña
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
- School of Psychology, Complutense University of Madrid, Campus de Somosaguas, 28040 Madrid, Spain
| | - Pedro Araos
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
| | - Pedro J. Serrano-Castro
- Andalusian Network for Clinical and Translational Research in Neurology (NEURO-RECA), 29010 Malaga, Spain
- Neurology Service, Regional University Hospital of Malaga, 29010 Malaga, Spain
| | - María Flores-López
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
| | - Nuria García-Marchena
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
- Institute D, Research in Health Sciences Germans Trias i Pujol (IGTP), Addictions Unit-Internal Medicine Service, Campus Can Ruti, Carrer del Canyet s/n, 08916 Badalona, Spain
| | - Begoña Oliver-Martos
- Andalusian Network for Clinical and Translational Research in Neurology (NEURO-RECA), 29010 Malaga, Spain
- Neurology Service, Regional University Hospital of Malaga, 29010 Malaga, Spain
| | - Juan Jesús Ruiz
- Provincial Drug Addiction Center (CPD) of Malaga, Provincial Council of Malaga, C/Ana Solo de Zaldívar, n3, 29010 Malaga, Spain
| | - Ana Gavito
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
| | - Francisco Javier Pavón
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
- Center for Biomedical Research in the Cardiovascular Diseases Network (CIBERCV), Carlos III Health Institute, Calle de Melchor Fernández Almagro, 3, 28029 Madrid, Spain
| | - Antonia Serrano
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
| | - Fermín Mayoral
- Mental Health Clinical Management Unit, Institute of Biomedical Research of Malaga-IBIMA, Regional University Hospital of Málaga, 29010 Malaga, Spain
| | - Juan Suarez
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
- Department of Anatomy, Legal Medicine and History of Science, School of Medicine, University of Malaga, Boulevard Louis Pasteur 32, 29071 Malaga, Spain
- Correspondence: (J.S.); (F.R.d.F.)
| | - Fernando Rodríguez de Fonseca
- Neuropsychopharmacology Group, Instituto IBIMA, Hospital Regional Universitario de Málaga, Avda. Carlos Haya 82, Sótano, 29010 Malaga, Spain
- Andalusian Network for Clinical and Translational Research in Neurology (NEURO-RECA), 29010 Malaga, Spain
- Neurology Service, Regional University Hospital of Malaga, 29010 Malaga, Spain
- Mental Health Clinical Management Unit, Institute of Biomedical Research of Malaga-IBIMA, Regional University Hospital of Málaga, 29010 Malaga, Spain
- Correspondence: (J.S.); (F.R.d.F.)
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Lauvsnes ADF, Hansen TI, Håberg AK, Gråwe RW, Langaas M. Poor Response Inhibition and Symptoms of Inattentiveness Are Core Characteristics of Lifetime Illicit Substance Use among Young Adults in the General Norwegian Population: The HUNT Study. Subst Use Misuse 2022; 57:1462-1469. [PMID: 35762149 DOI: 10.1080/10826084.2022.2091788] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Impairments in neurocognitive functioning are associated with substance use behavior. Previous studies in neurocognitive predictors of substance use typically use self-report measures rather than neuropsychological performance measures and suffer from low sample sizes and use of clinical diagnostic cut offs. METHODS Crossectional data from the HUNT4 Study (Helseundersøkelsen i Trøndelag) was used to study executive neuropsychological performance and self-reported measures of neurocognitive function associated with a history of illicit substance use in a general population sample of young adults in Norway. We performed both between group comparisons and logistic regression modeling and controlled for mental health symptomatology. RESULTS Subjects in our cohort with a self-reported use of illicit substances had significantly higher self-reported mental health and neurocognitive symptom load. A logistic regression model with substance use as response included sex, commission errors and self-reported inattentiveness and anxiety as significant predictors. After 10-fold cross-validation this model achieved a moderate area under the receiver-operator curve of 0.63. To handle the class imbalance typically found in such population data, we also calculated balanced accuracy with a optimal model cut off of 0.234 with a sensitivity of 0.50 and specificity of 0.76 as well as precision recall-area under the curve of 0.28. CONCLUSIONS Subtle cognitive dysfunction differentiates subjects with and without a history of illicit substance use. Neurocognitive factors outperformed the effects of depressive symptoms on substance use behavior in this cohort. We highlight the need for using adequate statistical tools for evaluating the performance of models in unbalanced datasets.
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Affiliation(s)
- A D F Lauvsnes
- Department of Mental Health, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - T I Hansen
- Department of Physical Medicine and Rehabilitation, St. Olavs University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - A K Håberg
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - R W Gråwe
- Department of Mental Health, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Division of Psychiatry, Department of Research and Development, St. Olavs University Hospital, Trondheim, Norway
| | - M Langaas
- Department of Mathematical Sciences, Faculty of Information Technology and Electrical Engineering, Norwegian University of Science and Technology, Trondheim, Norway
- Norwegian Computing Center, SAMBA, Oslo, Norway
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Latent Neuropsychological Profiles to Discriminate Mild Traumatic Brain Injury and Posttraumatic Stress Disorder in Active-Duty Service Members. J Head Trauma Rehabil 2022; 37:E438-E448. [PMID: 35452025 PMCID: PMC9585096 DOI: 10.1097/htr.0000000000000779] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To determine whether cognitive and psychological symptom profiles differentiate clinical diagnostic classifications (eg, history of mild traumatic brain injury [mTBI] and posttraumatic stress disorder [PTSD]) in military personnel. METHODS US Active-Duty Service Members (N = 209, 89% male) with a history of mTBI (n = 56), current PTSD (n = 23), combined mTBI + PTSD (n = 70), or orthopedic injury controls (n = 60) completed a neuropsychological battery assessing cognitive and psychological functioning. Latent profile analysis was performed to determine how neuropsychological outcomes of individuals clustered together. Diagnostic classifications (ie, mTBI, PTSD, mTBI + PTSD, and orthopedic injury controls) within each symptom profile were examined. RESULTS A 5-profile model had the best fit. The profiles differentiated subgroups with high (34.0%) or normal (21.5%) cognitive and psychological functioning, cognitive symptoms (19.1%), psychological symptoms (15.3%), and combined cognitive and psychological symptoms (10.0%). The symptom profiles differentiated participants as would generally be expected. Participants with PTSD were mainly represented in the psychological symptom subgroup, while orthopedic injury controls were mainly represented in the high-functioning subgroup. Further, approximately 79% of participants with comorbid mTBI and PTSD were represented in a symptomatic group (∼24% = cognitive symptoms, ∼29% = psychological symptoms, and 26% = combined cognitive/psychological symptoms). Our results also showed that approximately 70% of military personnel with a history of mTBI were represented in the high- and normal-functioning groups. CONCLUSIONS These results demonstrate both overlapping and heterogeneous symptom and performance profiles in military personnel with a history of mTBI, PTSD, and/or mTBI + PTSD. The overlapping profiles may underscore why these diagnoses are often difficult to diagnose and treat, but suggest that advanced statistical models may aid in identifying profiles representing symptom and cognitive performance impairments within patient groups and enable identification of more effective treatment targets.
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Vinader-Caerols C, Monleón S. Binge Drinking, Alone or With Cannabis, During Adolescence Triggers Different Effects on Immediate Visual Memory in Men and Women. Front Psychiatry 2021; 12:797221. [PMID: 34975591 PMCID: PMC8716795 DOI: 10.3389/fpsyt.2021.797221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 11/22/2021] [Indexed: 11/13/2022] Open
Abstract
Background: This study examines the interaction between a history of binge drinking (BD), alone or with cannabis consumption, and the effects of acute alcohol exposure on immediate visual memory (IVM) (faces memory task, scenes memory task and IVM-IQ) in adolescents of both sexes. Method: Two hundred and ninety adolescents, grouped into refrainers, binge drinkers and subjects with a history of simultaneous BD/Cannabis co-use, received a risk dose of alcohol or a control drink. Results: Consumption Pattern (refrainers vs. binge drinkers vs. BD/Cannabis consumers) was not significant, while Treatment (acute alcohol vs. control drink) was significant in both sexes. Also, male binge drinkers' performance in the faces memory task was poorer than that of refrainers and BD/Cannabis consumers who consumed the control drink. BD/Cannabis consumers performed this task as capably as refrainers. In women, binge drinkers performed better than refrainers in scene memory and IVM-IQ tests when given alcohol, and binge drinkers performed worse than refrainers after consuming the control drink. Conclusions: Acute alcohol consumption worsens IVM. Cannabis exerts a buffering effect in men. A cognitive tolerance effect is observed in women. Exposure during adolescence to alcohol, alone or with cannabis, can trigger different cognitive effects in men and women that could endure into adulthood.
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Affiliation(s)
| | - Santiago Monleón
- Department of Psychobiology, University of Valencia, Valencia, Spain
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