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1.
Vet J ; : 106250, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39362400

RESUMO

This study investigates the pharmacokinetics (PK) of imipramine, a tricyclic antidepressant used in human psychiatric disorders and increasingly considered in veterinary medicine. Despite its longstanding use in canines, prior research on imipramine's PK in dogs is lacking. This study aimed to determine the PK of imipramine in dogs in regards to feeding conditions, and to ascertain whether desipramine (active metabolite) is formed or not. In this study, six male Labrador dogs underwent oral administration (1.5mg/kg) of imipramine tablets (10mg each; Tofranil®, Novartis) in both fasted and fed conditions. Dogs were randomly allocated to one of two treatment groups, employing an open, single-dose, two-treatment, two-phase, cross-over design, with a washout period of one week. Blood was drawn from the left cephalic vein to heparinized tubes at 0, 0.25, 0.5, 0.75, 1, 1.5, 2, 4, 6, 8, 10, 24, and 48hr. Plasma concentrations were quantified using a validated HPLC method, and the data were analyzed using PKanalixTM software with a non-compartmental approach. Concentrations of imipramine remained quantifiable up to 1.5hr after administration under both conditions. Desipramine, in both feeding states, was detectable for a short duration, but not quantifiable. No significant differences were observed in the PK parameters of imipramine between the fasting and fed states. The rapid attainment of maximum concentration (Cmax) occurred within 0.25hr, indicating a swift absorption rate. Notably, the terminal half-life in dogs was remarkably short at 0.25hr, prompting a re-evaluation of dosing strategies. Considering the recommended therapeutic plasma concentrations in humans, the administered dose might result in effective levels for a brief period of time. Future research should explore intravenous administration, multiple-dose studies, and metabolic investigations to further elucidate imipramine's PK in dogs.

2.
Alzheimers Dement ; 2024 Oct 06.
Artigo em Inglês | MEDLINE | ID: mdl-39369278

RESUMO

INTRODUCTION: People with neurodegenerative disorders (ND) frequently face diagnostic delay and misdiagnosis. We investigated blood and cerebrospinal fluid (CSF) neurofilament light chain (NfL) to distinguish ND from primary psychiatric disorders (PPD), a common challenge in clinical settings. METHODS: Plasma and CSF NfL levels were measured and compared between groups, adjusting for age, sex, and weight. RESULTS: A total of 337 participants were included: 136 ND, 77 PPD, and 124 Controls. Plasma NfL was 2.5-fold elevated in ND compared to PPD and had strong diagnostic performance (area under the curve, [AUC]: 0.86, 81%/85% specificity/sensitivity) that was comparable to CSF NfL (2-fold elevated, AUC: 0.89, 95%/71% specificity/sensitivity). Diagnostic performance was especially strong in younger people (40- < 60 years). Additional findings were cutoffs optimized for sensitivity and specificity, and issues important for future clinical translation. CONCLUSIONS: This study adds important evidence for a simple blood-based biomarker to assist as a screening test for neurodegeneration and distinction from PPD, in clinical settings. HIGHLIGHTS: NfL levels were significantly higher in ND versus PPD. Plasma NfL showed strong diagnostic performance, comparable to CSF NfL, to distinguish ND from PPD. Diagnostic performance was higher in younger people, where diagnostic challenges are greater. Further research is needed on analytical and reference range factors, for clinical translation. These findings support a simple screening blood test for neurodegeneration.

3.
Front Oncol ; 14: 1429326, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39381035

RESUMO

Background: Administering radiation therapy to individuals with intellectual disabilities (ID) and psychiatric patients taking antipsychotics poses challenges, especially with whole breast irradiation (WBI) due to difficulty staying still (DSS). In such scenarios, intraoperative radiotherapy (TARGIT-IORT) provides an alternative. Although prior studies have shown its applicability in special cases where WBI may be contraindicated, there is a paucity of literature emphasizing its role in patients with ID and psychiatric conditions who have DSS. Therefore, our case series aims to highlight the applicability of administering TARGIT-IORT in such patients. Case reports: Four breast cancer patients underwent lumpectomy and TARGIT-IORT. Among them, two patients had ID, with one experiencing a decreased range of motion. The other two had psychiatric disorders, including schizophrenia and bipolar disorder, both manifesting involuntary movements and DSS. Three patients had invasive ductal carcinoma (IDC), and one had invasive lobular carcinoma (ILC). All patients undergoing TARGIT-IORT tolerated the procedure well. Notably, none of the patients exhibited evidence of disease on follow-up. Conclusion: Our study underscores the potential use of TARGIT-IORT as a viable treatment option for breast cancer patients with intellectual and psychiatric disabilities. Unlike traditional EBRT, TARGIT-IORT offers a single radiation dose, addressing challenges associated with compliance or DSS. Our findings demonstrate positive outcomes and tolerance, especially in patients where standard oncologic procedures are difficult to achieve. TARGIT-IORT could also benefit breast cancer patients with concurrent movement disorders like Parkinson's disease and other movement disorders. Nonetheless, future studies are needed to reinforce its applicability for patients with DSS.

4.
Digit Health ; 10: 20552076241287643, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39381818

RESUMO

Background: Internet-delivered cognitive behaviour therapy (ICBT), which can involve guidance from a clinician, continues to be a way to deliver psychological treatments. A previous umbrella review identified moderate-to-large effect sizes favouring ICBT compared to control conditions when treating major depression and anxiety disorders. Given the rapid developments in the field, an updated umbrella review of available meta-analyses can show other conditions and subpopulations for which ICBT is effective. The aim of the study was to provide an expanded overview of the efficacy of ICBT for a broader range of adult psychiatric and somatic conditions. Methods: We conducted an updated search of the literature since the publication of the previous umbrella review back in 2019 and up until March 2024. Five different search engines were used (Medline (OVID), Scopus, Web of Science, Cochrane library and CINAHL). The search was expanded to include additional psychiatric conditions (e.g., suicidal ideation) and somatic conditions (e.g., tinnitus and chronic pain). Results: Of the 6509 identified articles, 39 meta-analyses met the inclusion criteria. In these meta-analyses 19 unique outcomes were represented. The most common outcome was symptoms of major depressive disorder, followed by symptoms of anxiety. Effect sizes for the comparisons against control conditions ranged between small (e.g., SMD = 0.10 for stress in employees) to large (e.g., SMD = 1.20 for depressive symptoms among older adults). Conclusions: ICBT can generally reduce symptoms of a wide range of conditions including both psychiatric and somatic conditions, as well as other mental health problems. This updated review of available meta-analyses also indicated that ICBT has been successful in treating symptoms in different subpopulations such as older adults and students. However, some knowledge gaps remain, including the use of ICBT for psychotic disorders, and the quality of the available meta-analyses' points to a need for more stringent methodological procedures.

6.
Sleep Adv ; 5(1): zpae054, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39372542

RESUMO

Study Objectives: Insomnia has profound negative effects on behavioral health, physical health, and functional domains. Leveraging claims data from one of the nation's largest payor-provider systems, the current study examined the real-world prevalence of insomnia, comorbidity of insomnia with behavioral health and other sleep disorders, and the impact of insomnia on total health care costs. Methods: Prevalence and costs associated with insomnia were assessed by examining claims data on approximately 3 million insured members during the year 2022. Using propensity score matching, total health care expenditures were calculated and compared for members with insomnia relative to matched cohorts without insomnia. Generalized linear modeling tested for differences between the cohorts. Results: Nine percent of members were identified as having insomnia; 64% of those also had depression, anxiety, and/or substance use disorder. Median total health care costs among individuals with insomnia were 4-6 times greater than among those without insomnia. A disproportionate amount (21.1%) of total claims spend came from members with insomnia. Conclusions: Findings demonstrate a high degree of clinical need and behavioral health comorbidity associated with insomnia within a large insured cohort. Beyond the clinical significance, the current results demonstrate substantial financial need and opportunity for adequately treating insomnia. This is especially the case for the high proportion of members with insomnia and cooccurring depression, anxiety, and/or substance use disorders. Overall, the findings point to the important role payors and providers may have in promoting greater attention to sleep and insomnia.

7.
Pediatr Blood Cancer ; : e31361, 2024 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-39375822

RESUMO

BACKGROUND: The diagnosis and treatment of childhood acute lymphoblastic leukemia (ALL) may impact mental health. We investigated the long-term risk of psychiatric disorders among survivors of ALL in a population-based cohort study. METHODS: We identified patients diagnosed with ALL in Denmark and Sweden before age 20 during 1982-2008. Survivors of ALL (n = 2026), their siblings (n = 3027), and population comparison subjects (n = 9713) were followed for hospital contacts for psychiatric disorders from 5 years after ALL diagnosis (or corresponding index date) until 2017. RESULTS: By age 30, the absolute risk of psychiatric hospital contacts was 19.9% (95% confidence interval [CI]: 17.9-22.1) for ALL survivors, 18.5% (95% CI: 16.9-20.2) for siblings, and 18.3% (95% CI: 17.3-19.2) for population comparison subjects. Overall, survivors were at higher risk of any psychiatric disorders than siblings (hazard ratio [HR] = 1.25; 95% CI: 1.04-1.50), and population comparison subjects (HR = 1.20; 95% CI: 1.06-1.35). The subgroup of survivors (n = 332) who received a hematopoietic stem cell transplantation (HSCT) and/or had a relapse were at highest risk of psychiatric disorders (HR = 2.07; 95% CI: 1.26-3.41 compared to siblings; HR = 1.67; 95% CI: 1.25-2.23 compared to population comparison subjects). CONCLUSIONS: The overall absolute risk of psychiatric hospital contacts among ALL survivors was close to that in siblings and population comparison subjects. The modestly increased relative risk was mainly driven by the subgroup of survivors who received HSCT and/or had a relapse. Our findings are reassuring for the large subgroup of ALL survivors without HSCT or relapse, and provide novel insight on both absolute and relative risk of hospital contacts for psychiatric disorders.

8.
Psychiatr Danub ; 36(Suppl 2): 281-287, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39378484

RESUMO

INTRODUCTION: Several studies show an association between obesity, impulsivity, and anger. The condition of obesity has moreover an important correlation with Eating Disorders (EDs), the most frequent of which is Binge Eating Disorder (BED). Obese patients seem to express peculiarities regarding the expression of some emotional processes, including impulsivity, aggression and anger, compared with regular-weight patients and those without an ED. SUBJECT AND METHODS: This is a cross-sectional study carried out on a population of 47 obese patients undergoing bariatric surgery. Patients underwent a psychiatric evaluation at the outpatient clinics of the Section of Psychiatry, Clinical Psychology and Psychiatric Rehabilitation of the University Hospital of Perugia. Levels of anger and impulsivity were characterized using the STAXI-2 and BIS-11 scores. Scores were compared based on sex, the presence/absence of EDs and on the presence/absence of psychiatric disorders attested during the evaluation. RESULTS: No statistically significative difference were detected on STAXI-2 and BIS-11 scores comparing men and women. People diagnosed with EDs had higher scores in the subscores of attention, cognitive complexity, motor impulsivity, non-planning impulsivity, and in the BIS-11 total score. No differences were detected in the STAXI-2 scores. When comparing patients on the presence/absence of psychiatric comorbidities, obese patients with a psychiatric diagnosis had higher scores on the impulsivity measures, but also a higher value on the ER index of the STAXI-2. CONCLUSIONS: Obese subjects undergoing bariatric surgery represent a fragile population that must be carefully evaluated from a psychiatric point of view. Indeed, the co-existence of psychiatric comorbidities may underpin the present of trait-like characteristics, such as impulsivity and anger, that should be carefully considered when proposing treatment strategies.


Assuntos
Ira , Cirurgia Bariátrica , Comportamento Impulsivo , Obesidade , Humanos , Feminino , Masculino , Comportamento Impulsivo/fisiologia , Adulto , Estudos Transversais , Ira/fisiologia , Pessoa de Meia-Idade , Obesidade/cirurgia , Obesidade/psicologia , Obesidade/epidemiologia , Comorbidade , Obesidade Mórbida/cirurgia , Obesidade Mórbida/psicologia
9.
Int J Offender Ther Comp Criminol ; : 306624X241282279, 2024 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-39377606

RESUMO

This study examines the changes in clinical risk factors among individuals treated in Dutch Penitentiary Psychiatric Centers (PPCs). Using data from 874 patients with diverse psychiatric disorders, clinical risk factors were assessed at admission and discharge. Slight but significant improvements were observed in most risk factors, particularly psychotic symptoms, over an average stay of approximately 6 months. Patients with psychotic or substance use disorders showed the most improvement, while those with mood, personality, or developmental disorders showed minimal change. The study highlights the positive impact of PPCs' structured, secure environment and specialized treatment, especially for psychotic disorders. It also underscores the complexity of treating patients with high rates of comorbidity. The findings suggest that the duration of stay does not significantly predict the improvement in most clinical risk factors. Future research should explore specific diagnostic clusters and their impact on treatment outcomes in PPCs.

10.
Encephale ; 2024 Oct 04.
Artigo em Francês | MEDLINE | ID: mdl-39368928

RESUMO

OBJECTIVES: To demonstrate the effects of a metacognitive reflection and insight therapy (MERIT) in people suffering from psychiatric disorders. METHOD: A systematic review was carried out on PubMed, PsychInfo, Psycharticles and Psychological and Behavioral Science Collection from 1980 to 2024. RESULTS: The review included five randomized controlled studies, four observational group studies and 22 case studies with quantitative measures. Analyses indicated that MERIT significantly increases metacognitive abilities to reflect on oneself and others, as well as mastery of one's strategies. In addition, some studies found an improvement in insight and symptomatology. Most studies included participants with psychotic disorders. CONCLUSION: MERIT is an effective therapy for promoting subjective recovery by improving metacognitive abilities in people with psychotic disorders. However, further studies are needed to generalize this result to other psychiatric disorders.

11.
Behav Brain Res ; : 115285, 2024 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-39369825

RESUMO

Accumulating evidence suggests that the prefrontal cortex (PFC) plays an important role in aggression. However, the findings regarding the key neural mechanisms and molecular pathways underlying the modulation of aggression by the PFC are relatively scattered, with many inconsistencies and areas that would benefit from exploration. Here, we highlight the relationship between the PFC and aggression in humans and rodents and describe the anatomy and function of the human PFC, along with homologous regions in rodents. At the molecular level, we detail how the major neuromodulators of the PFC impact aggression. At the circuit level, this review provides an overview of known and potential subcortical projections that regulate aggression in rodents. Finally, at the disease level, we review the correlation between PFC alterations and heightened aggression in specific human psychiatric disorders. Our review provides a framework for PFC modulation of aggression, resolves several intriguing paradoxes from previous studies, and illuminates new avenues for further study.

12.
Neurosci Biobehav Rev ; : 105917, 2024 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-39389438

RESUMO

Sensori-/psychomotor abnormalities refer to a wide range of disturbances in individual motor, affective and behavioral functions that are often observed in mental disorders. However, many of these studies have mainly used clinical rating scales, which can be potentially confounded by observer bias and are not able to detect subtle sensori-/psychomotor abnormalities. Yet, an innovative three-dimensional (3D) optical motion capturing technology (MoCap) can provide more objective and quantifiable data about movements and posture in psychiatric patients. To draw attention to recent rapid progress in the field, we performed a systematic review using PubMed, Medline, Embase, and Web of Science until May 01th 2024. We included 55 studies in the qualitative analysis and gait was the most examined movement. The identified studies suggested that sensori-/psychomotor abnormalities in neurodevelopmental, mood, schizophrenia spectrum and neurocognitive disorders are associated with alterations in spatiotemporal parameters (speed, step width, length and height; stance time, swing time, double limb support time, phases duration, adjusting sway, acceleration, etc.) during various movements such as walking, running, upper body, hand and head movements. Some studies highlighted the advantages of 3D optical MoCap systems over traditional rating scales and measurements such as actigraphy and ultrasound gait analyses. These systems are susceptible to detecting differences not only between patients with mental disorders and healthy persons but also among at-risk individuals exhibiting subtle sensori-/psychomotor abnormalities. Overall, 3D optical MoCap enhances our understanding of sensori-/psychomotor abnormalities and offers a valuable diagnostic tool in future clinical trials.

13.
Compr Psychoneuroendocrinol ; 20: 100263, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-39328425

RESUMO

The associations between hair cortisol concentration (HCC), a biomarker of chronic stress, and behavior and sleep disturbance symptoms have not been studied in children with psychiatric disorders. While cognitive behavioral therapy (CBT) has proven effective in treating psychiatric symptoms in children, its potential biological implications as determined by HCC have not been investigated. We explored associations between HCC, behavior and sleep disturbance symptoms, and different diagnostic groupings (depression/anxiety, ADHD, or other types of psychiatric disorders) in clinician-diagnosed 6-12-year-old children (n = 100) with mixed psychiatric disorders and comorbidities. In addition, we examined whether group CBT led to changes in HCC, behavior symptoms, and sleep disturbance symptoms and whether any fluctuations in HCC levels were associated with potential symptom change. We collected data on HCC, internalizing and externalizing symptoms (The Spence Children's Anxiety Self-Report, Child Behavior Checklist, and Teacher Report Form), and sleep disturbance symptoms (The Sleep Disturbance Scale for Children) at three time points (baseline, post-treatment, and seven-month follow-up). Baseline HCC was not associated with behavior or sleep disturbance symptoms, whereas behavior and sleep disturbance symptoms were mutually correlated. No changes in HCC levels were observed with group CBT. Moreover, potential variations in HCC levels over the course of the study did not appear to be associated with behavior symptom relief after group CBT. Our findings suggest that HCC may not be a methodologically relevant biomarker of behavior or sleep disturbance symptoms in children with diverse psychiatric disorders.

14.
Innov Clin Neurosci ; 21(7-9): 27-47, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39329027

RESUMO

Objective: This systematic review provides an overview of psychiatric medications in the late stages of development (Phase III clinical trials) as of June 1, 2024. It details the mechanisms of action, efficacy, dosing, and adverse effects of these medications. Methods: We searched the PubMed database for Phase III studies of psychiatric medications published until June 1, 2024, using the keywords "psychiatric" OR "psychopharm*" AND "medic*" OR "pharm*". Our review encompassed medications currently undergoing Phase III clinical trials and those that have completed Phase III but are awaiting approval from the United States Food and Drug Administration (FDA). We independently analyzed the identified studies and reached a consensus on the medications to be included in this systematic review. Results: As of June 1, 2024, a total of 89 pipeline drug trials were identified, including nine for schizophrenia, five for bipolar disorders, 25 for depressive disorders, 11 for anxiety disorders, five for post-traumatic stress disorder (PTSD), one for obsessive compulsive disorder (OCD), two for eating disorders, two for sleep-wake disorders, three for sexual dysfunctions, one for substance-related and addictive disorders, 22 for neurocognitive disorders, and three for neurodevelopmental disorders, specifically attention deficit hyperactivity disorder (ADHD). Conclusion: The psychiatric medications in the pipeline as of June 1, 2024, demonstrate significant promise in treating psychiatric disorders.

15.
Ecotoxicol Environ Saf ; 285: 117105, 2024 Sep 26.
Artigo em Inglês | MEDLINE | ID: mdl-39332193

RESUMO

BACKGROUND: The link between air pollution and increased risk of psychiatric disorders has been growing in evidence. However, the causal relationship between air pollution and psychiatric disorders remains poorly understood. METHODS: Single-nucleotide polymorphisms associated with air pollutants (including NOx, NO2, PM2.5, PM2.5-10, and PM10) from the UK Biobank were used as instrumental variables. Summary-level data for psychiatric disorders (major depressive disorder, anxiety, bipolar disorder, schizophrenia, post-traumatic stress disorder, attention deficit hyperactivity disorder, autism spectrum disorder, anorexia nervosa, and obsessive-compulsive disorder) were procured from the Psychiatric Genomics Consortium and FinnGen consortium. Two-sample Mendelian randomization (MR) analysis was conducted to analyze the causal associations. RESULTS: The MR analysis revealed significant associations between certain air pollutants and specific types of psychiatric disorders. The inverse-variance weighted model of preliminary analysis indicated that genetically predicted NO2 was associated with increased risks of major depressive disorder (odds ratio [OR]: 1.13, 95 % confidence intervals [CI]: 1.00-1.28, P = 0.041), bipolar disorder (OR: 1.26, 95 % CI: 1.00-1.58, P = 0.0497), schizophrenia (OR: 1.57, 95 % CI: 1.23-2.00, P < 0.001), attention deficit hyperactivity disorder (OR: 1.61, 95 % CI: 1.25-2.09, P < 0.001) and autism spectrum disorder (OR: 1.39, 95 % CI: 1.01-1.91, P = 0.044). Genetically predicted PM2.5 showed a positive association with the risk of major depressive disorder (OR: 1.21, 95 % CI: 1.06-1.39, P = 0.006), bipolar disorder (OR: 1.32, 95 % CI: 1.03-1.69, P = 0.030) and attention deficit hyperactivity disorder (OR: 1.57, 95 % CI: 1.16-2.12, P = 0.004). In addition, our results also indicated that NOx (OR: 1.64, 95 % CI: 1.21-2.21, P = 0.0012) and PM10 (OR: 1.70, 95 % CI: 1.23-2.36, P = 0.0014) could increase the risk of attention deficit hyperactivity disorder. CONCLUSIONS: The MR analysis provides evidence for the causality of different air pollutants on specific psychiatric disorders, underscoring the importance of mitigating air pollution to reduce the risk of psychiatric disorders.

17.
R I Med J (2013) ; 107(10): 26-32, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39331010

RESUMO

Ketamine is a versatile anesthetic that has been widely used off-label to treat a variety of indications. Esketamine, a derivative of ketamine, is FDA-approved to treat treatment-resistant depression. This report compares statewide prescription ketamine and esketamine trends. Using PDMP data from 2017-2023, prescription and prescriber characteristics, and patient demographics were compared between esketamine and ketamine prescriptions. During this time, ketamine prescriptions, patients, and providers rose 55.8%, 30.6%, and 2.8% since 2017. Esketamine prescriptions increased 1289.4% since 2019. In 2023, ketamine prescriptions were primarily in powder form (98.7%) and paid for out-of-pocket (83.9%), whereas esketamine prescriptions were primarily paid for by insurance (80.2%). The proportion of ketamine prescribed in RI but dispensed out-of-state have increased 22% since 2022 (18% of total dispensations). As more people seek treatment for mental health disorders, ketamine and esketamine prescriptions continue to rise. Understanding ketamine and esketamine use can help mitigate associated adverse events.


Assuntos
Ketamina , Padrões de Prática Médica , Ketamina/uso terapêutico , Humanos , Rhode Island , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Padrões de Prática Médica/tendências , Padrões de Prática Médica/estatística & dados numéricos , Adolescente , Adulto Jovem , Prescrições de Medicamentos/estatística & dados numéricos , Idoso , Anestésicos Dissociativos/uso terapêutico , Criança , Uso Off-Label/estatística & dados numéricos
18.
Brain Sci ; 14(9)2024 Aug 29.
Artigo em Inglês | MEDLINE | ID: mdl-39335374

RESUMO

BACKGROUND: Psychotic disorders are major psychiatric disorders that can impact multiple domains including physical, social, and psychological functioning within individuals with these conditions. Being able to better predict the outcomes of psychotic disorders will allow clinicians to identify illness subgroups and optimize treatment strategies in a timely manner. OBJECTIVE: In this scoping review, we aimed to examine the accuracy of the use of artificial intelligence (AI) methods in predicting the clinical outcomes of patients with psychotic disorders as well as determine the relevant predictors of these outcomes. METHODS: This review was guided by the PRISMA Guidelines for Scoping Reviews. Seven electronic databases were searched for relevant published articles in English until 1 February 2024. RESULTS: Thirty articles were included in this review. These studies were mainly conducted in the West (63%) and Asia (37%) and published within the last 5 years (83.3%). The clinical outcomes included symptomatic improvements, illness course, and social functioning. The machine learning models utilized data from various sources including clinical, cognitive, and biological variables such as genetic, neuroimaging measures. In terms of main machine learning models used, the most common approaches were support vector machine, random forest, logistic regression, and linear regression models. No specific machine learning approach outperformed the other approaches consistently across the studies, and an overall range of predictive accuracy was observed with an AUC from 0.58 to 0.95. Specific predictors of clinical outcomes included demographic characteristics (gender, socioeconomic status, accommodation, education, and employment); social factors (activity level and interpersonal relationships); illness features (number of relapses, duration of relapses, hospitalization rates, cognitive impairments, and negative and disorganization symptoms); treatment (prescription of first-generation antipsychotics, high antipsychotic doses, clozapine, use of electroconvulsive therapy, and presence of metabolic syndrome); and structural and functional neuroimaging abnormalities, especially involving the temporal and frontal brain regions. CONCLUSIONS: The current review highlights the potential and need to further refine AI and machine learning models in parsing out the complex interplay of specific variables that contribute to the clinical outcome prediction of psychotic disorders.

19.
J Psychiatr Res ; 179: 286-294, 2024 Sep 22.
Artigo em Inglês | MEDLINE | ID: mdl-39341068

RESUMO

There is limited synthesized evidence for weighted blankets usage in psychiatric patients. We performed a PRISMA compliant systematic review and meta-analysis of the effects of weighted blankets on sleep and mental health outcomes in psychiatric patients. MEDLINE, EMBASE, Cochrane Library, and PsycINFO were searched up to December 15th, 2023. Randomized controlled trials (RCT) or cohort studies reporting objective outcome scales of sleep and mental health were included. Standardized mean difference (SMD) measured effect size. Q and I2 tests measured heterogeneity. Cochrane Risk of Bias Tool 2 and NIH Quality Assessment Tool assessed risk of bias. Nine studies of 553 psychiatric inpatients and outpatients with diagnoses including depression, bipolar disorder, ADHD, and autism. 289 participants received weighted blankets and 264 were in control groups. Intervention length ranged from 5 min to one year. Four studies reported evidence for weighted blankets in improving insomnia, total sleep time, and sleep onset latency. Six studies reported evidence for reducing anxiety symptoms. When compared to placebo, those using weighted blankets had improvements to anxiety symptoms (SMD = -0.47, 95% CI: -0.68 to -0.25, p < 0.001). One RCT had low risk of bias, 3 had some concerns, 1 was high risk. Three cohort studies were "fair" and one was "poor" in quality. It was found that weighted blankets can be effective in reducing anxiety in psychiatric patients. However, the literature is limited by heterogeneity of outcome reporting, lack of well designed RCTs, and small sample sizes. Highlighting the need for higher quality studies.

20.
J Gastrointest Surg ; 2024 Sep 26.
Artigo em Inglês | MEDLINE | ID: mdl-39341587

RESUMO

BACKGROUND: Psychiatric disorders are common among patients with inflammatory bowel disease (IBD). Brain-gut dysfunction and psychotropic medications may have adverse effects on postoperative outcomes of IBD patients. The present work aimed to evaluate the association of psychiatric disorder with outcomes following surgery for IBD. METHODS: This was a retrospective study of adult IBD patients undergoing small bowel, colon, or rectal resection in the 2016-2021 Nationwide Readmissions Database. Psychiatric disorders including psychotic, mood, anxiety, eating, sleep, personality, and childhood-onset behavioral disorders were identified. Records with colorectal cancer were excluded. Multivariable regressions were used to examine the association of psychiatric disorder with outcomes. RESULTS: Of 81,955 patients included in the study, 26.6% had psychiatric disorders. Upon risk adjustment, psychiatric disorder was associated with significantly increased postoperative ileus (AOR 1.11 [95% CI 1.03-1.19]), length of stay (ß +1.4 days [95% CI 1.1-1.7]) and costs (ß +$2,100 [95% CI $1,200-3,100]) compared to no psychiatric disorder. Additionally, patients with psychiatric disorders experienced increased odds of non-home discharge (AOR 1.23 [95% CI 1.12-1.34]) and 30-day readmission (1.32 [1.22-1.43]). Over the study period, the prevalence of psychiatric disorders significantly increased from 24.3% to 28.5% (p<0.001), along with an increase in rates of ileus among patients with psychiatric disorders (8.1 to 15.8%, p<0.001). CONCLUSION: Psychiatric disorder is associated with significantly greater burden of adverse clinical and financial outcomes following IBD operations. Given the growing prevalence of mental health conditions among patients with IBD, further efforts to optimize preoperative psychiatric care may enhance quality of colorectal surgery.

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