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Nevin Manimala Statistics

Sleep apnea syndrome and subthalamic stimulation in Parkinson’s disease

Sleep Med. 2021 Jul 24;86:106-112. doi: 10.1016/j.sleep.2021.07.031. Online ahead of print.

ABSTRACT

OBJECTIVES: Τhe association between Parkinson’s disease (PD) and sleep apnea syndrome (SAS) is not fully elucidated and very few studies reported on SAS outcome after deep brain stimulation (DBS). Here, we compare the clinical profile of PD patients with and without SAS and assess, for the first time, the value of pre-DBS SAS as predictor of post-DBS outcome in PD.

METHODS: Fifty patients were grouped into PD with SAS (PD-SAS+,n = 22) and without (PD-SAS-,n = 28), based on the Apnea-Hypopnea-Index (AHI≥5) in polysomnography. We used novel multivariate statistical models to compare pre-DBS profiles and assess post-DBS motor, non-motor and quality of life (QoL) changes in both groups.

RESULTS: In the entire cohort, 44% of patients had at least mild SAS (AHI≥5), while 22% had at least moderate (AHI≥15). Mean AHI was 11/h (NREM-AHI = 10.2/h and REM-AHI = 13.5/h). The two groups had equal demographics and PD characteristics, and did not differ in respect to unified Parkinson’s disease rating scale (UPDRS)-IIOFF, Body-Mass-Index, polysomnographic features, RBD, depression, sleepiness and QoL scores. The PD-SAS+ group had significantly higher scores in UPDRS-IIIOFF (41.1 ± 17.7 vs. 30.9 ± 11.7,p < 0.05) compared to PD-SAS- group. The groups did not differ in respect to post-DBS change in UPDRS-II, UPDRS-III, Epworth sleepiness scale, Hamilton depression rating scale and PDQ39 scores. Positive airway pressure therapy had no impact on post-DBS outcome.

CONCLUSIONS: In patients with PD and candidates for DBS, the presence of SAS is associated with increased motor signs, but not with a specific non-motor, QoL or sleep-wake profile. The presence of SAS prior to STN-DBS is not associated with worse outcome after surgery.

PMID:34488169 | DOI:10.1016/j.sleep.2021.07.031

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Nevin Manimala Statistics

The Prison and Transition Health (PATH) cohort study: Prevalence of health, social, and crime characteristics after release from prison for men reporting a history of injecting drug use in Victoria, Australia

Drug Alcohol Depend. 2021 Aug 28;227:108970. doi: 10.1016/j.drugalcdep.2021.108970. Online ahead of print.

ABSTRACT

BACKGROUND: People who inject drugs are overrepresented in prison and have diverse and complex health needs. However, outcomes after release from prison are poorly understood, limiting effective interventions supporting community reintegration. We describe the prevalence of socio-demographics, physical and mental health, alcohol and other drug use, and crime characteristics of men with histories of injecting drug use after their release from prison in Victoria, Australia.

METHODS: Data come from the Prison and Transition Health (PATH) prospective cohort study. Interviews were undertaken approximately three, 12, and 24 months after release from their index prison episode and were completed in the community, or in prison for those reimprisoned during the study. We present cross-sectional descriptive statistics for each follow-up wave of the PATH study.

RESULTS: Among 400 men recruited into PATH, 85 % (n = 336) completed at least one follow-up interview; 162 (42 %) completed all three interviews. Participants reported social disadvantage and health inequity, including high rates of unemployment, homelessness, and physical and mental health morbidities at each follow-up time point. Rapid return to illicit substance use was common, as was overdose (ranging 9 %-13 %), receptive syringe sharing (ranging 20 %-29 %), involvement in crime-related activities (ranging 49 %-58 %), and reimprisonment (ranging 22 %-50 %) over the duration of follow-up.

CONCLUSION: Men in this study experienced substantial health and social challenges across a 24-month prospective follow-up period. Improved understanding of characteristics and experiences of this group after release from prison can inform more coordinated and continued care between prison and the community.

PMID:34488074 | DOI:10.1016/j.drugalcdep.2021.108970

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Nevin Manimala Statistics

Pre-screening Ability of the Functional-Belief-Based Alcohol Use Questionnaire (FBAQ) among Chiang Mai University Undergraduates: An External Validation Study

Drug Alcohol Depend. 2021 Aug 28;227:109002. doi: 10.1016/j.drugalcdep.2021.109002. Online ahead of print.

ABSTRACT

BACKGROUND: High-risk drinking behavior is common in university students, which often leads to negative consequences. Several standard screening tools to identify high-risk drinkers have been validated in this domain. However, most tools rely on drinking frequency and require standard drink calculations. The Functional-Belief-Based Alcohol use Questionnaire (FBAQ) was recently proposed as a pre-screening tool for high-risk drinkers in the young adult population. We aimed to validate the pre-screening accuracy of the FBAQ when applied to external data of university undergraduates.

METHODS: Data from two prospective cross-sectional surveys of Chiang Mai University undergraduates were used for validation of the FBAQ. A high-risk drinker was defined as a person with the 12-month AUDIT score ≥ 8. Pre-screening performance and accuracy indices were presented separately for dataset I, dataset II, and the combined dataset. The pooled area under the receiver operating characteristic curve (AuROC), sensitivity, and specificity were estimated using individual patient data meta-analysis methods.

RESULTS: From the two datasets, 1641 students were included, 811 students in 2019 and 830 students in 2020. Of these, 387 (23.6 %) students were classified as high-risk drinkers. The combined AuROC of the FBAQ score was 0.83 (95 %CI 0.75-0.92) in discriminating high-risk drinkers. The pooled sensitivity and specificity at the FBAQ score cutoff ≥ 6 were 92.8 % (95 %CI 88.0-95.7 %) and 51.6 % (95 %CI 41.1-62.0 %).

CONCLUSIONS: In this external validation, the FBAQ shows excellent discriminative ability and is proven to be highly sensitive in detecting high-risk drinkers among Chiang Mai University undergraduates. Therefore, incorporating the FBAQ as a pre-screening tool to the AUDIT could make the initiation of the screening process easier and reduce extensive AUDIT evaluations in students with low risk.

PMID:34488075 | DOI:10.1016/j.drugalcdep.2021.109002

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Nevin Manimala Statistics

Analysis of genetic and clinical factors associated with buprenorphine response

Drug Alcohol Depend. 2021 Aug 28;227:109013. doi: 10.1016/j.drugalcdep.2021.109013. Online ahead of print.

ABSTRACT

BACKGROUND: Buprenorphine, approved for treating opioid use disorder (OUD), is not equally efficacious for all patients. Candidate gene studies have shown limited success in identifying genetic moderators of buprenorphine treatment response.

METHODS: We studied 1616 European-ancestry individuals enrolled in the Million Veteran Program, of whom 1609 had an ICD-9/10 code consistent with OUD, a 180-day buprenorphine treatment exposure, and genome-wide genotype data. We conducted a genome-wide association study (GWAS) of buprenorphine treatment response [defined as having no opioid-positive urine drug screens (UDS) following the first prescription]. We also examined correlates of buprenorphine treatment response in multivariable analyses.

RESULTS: Although no variants reached genome-wide significance, 6 loci were nominally significant (p < 1 × 10-5), four of which were located near previously characterized genes: rs756770 (ADAMTSL2), rs11782370 (SLC25A37), rs7205113 (CRISPLD2), and rs13169373 (LINC01947). A higher maximum daily buprenorphine dosage (aOR = 0.98; 95 %CI: 0.97, 0.995), greater number of UDS (aOR = 0.97; 95 %CI: 0.96, 0.99), and history of hepatitis C (HCV) infection (aOR = 0.71; 95 %CI: 0.57, 0.88) were associated with a reduced odds of buprenorphine response. Older age (aOR: 1.01; 95 %CI: 1.000, 1.02) was associated with increased odds of buprenorphine response.

CONCLUSIONS: This study had limited statistical power to detect genetic variants associated with a complex human phenotype like buprenorphine treatment response. Meta-analysis of multiple data sets is needed to ensure adequate statistical power for a GWAS of buprenorphine treatment response. The most robust phenotypic predictor of buprenorphine treatment response was intravenous drug use, a proxy for which was HCV infection.

PMID:34488071 | DOI:10.1016/j.drugalcdep.2021.109013

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Nevin Manimala Statistics

Vaping and psychotic experiences among college students in the United States

Drug Alcohol Depend. 2021 Sep 1;227:108987. doi: 10.1016/j.drugalcdep.2021.108987. Online ahead of print.

ABSTRACT

AIM: While cigarette and marijuana use has been linked to psychotic experiences, few empirical studies have examined the relation between vaping and psychotic experiences.

METHODS: We analyzed data from the Healthy Minds Survey (September 2020 – December 2020; N = 29,232 students from 36 universities), and used multiple logistic regression models to examine the associations between vaping over the past 30 days and psychotic experiences over the past 12 months, adjusting for age, gender, and race/ethnicity. We then additionally adjusted for cigarette and marijuana use, as well as depression and anxiety.

RESULTS: Roughly 14 % of students in the sample reported psychotic experiences over the past year, and around 14-15 % of students reported vaping over the past month. In multiple logistic regression models, vaping was significantly associated with psychotic experiences (aOR 1.88; 95 % CI: 1.63-2.18). This association attenuated but remained statistically significant even after adjusting for any cigarette use and marijuana use, and after adjusting for depression and anxiety.

CONCLUSIONS: Among college students, vaping was significantly associated with psychotic experiences, even after accounting for simple measures of cigarette and marijuana use, and mental health problems, calling for more prospective studies to examine the association.

PMID:34488073 | DOI:10.1016/j.drugalcdep.2021.108987

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Nevin Manimala Statistics

Evaluation of movement and brain activity

Clin Neurophysiol. 2021 Aug 19;132(10):2608-2638. doi: 10.1016/j.clinph.2021.04.023. Online ahead of print.

ABSTRACT

Clinical neurophysiology studies can contribute important information about the physiology of human movement and the pathophysiology and diagnosis of different movement disorders. Some techniques can be accomplished in a routine clinical neurophysiology laboratory and others require some special equipment. This review, initiating a series of articles on this topic, focuses on the methods and techniques. The methods reviewed include EMG, EEG, MEG, evoked potentials, coherence, accelerometry, posturography (balance), gait, and sleep studies. Functional MRI (fMRI) is also reviewed as a physiological method that can be used independently or together with other methods. A few applications to patients with movement disorders are discussed as examples, but the detailed applications will be the subject of other articles.

PMID:34488012 | DOI:10.1016/j.clinph.2021.04.023

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Nevin Manimala Statistics

Prescription appropriateness in elderly patients with polypharmacy in primary care: Cluster-randomized controlled trial PHARM-PC

Aten Primaria. 2021 Sep 3;53(10):102124. doi: 10.1016/j.aprim.2021.102124. Online ahead of print.

ABSTRACT

OBJECTIVES: To assess the effectiveness of a pharmacist-led systematic review of medications on: potentially inappropriate medications (PIM), health outcomes and costs.

DESIGN: Prospective, open, controlled and cluster-randomized clinical trial.

SETTING: Six primary care clinics from Balearic Islands.

PARTICIPANTS: Forty-two clusters (21 per group), and 549 patients aged ≥65 years and ≥5 chronic medications were included; of which 277 were allocated to Intervention Group (IG) and 272 to Control Group (CG). Patients were excluded if they were: institutionalized, temporarily displaced, routinely monitored under private healthcare, or home care.

INTERVENTION: PIM detection by the pharmacist using a combination of explicit and implicit methods; and communication of the most appropriate therapeutic strategies to the physician.

MEASUREMENTS: Proportion of patients with PIM and mean number of PIM/patient (main outcomes); and morbidity, mortality, and costs (secondary outcomes) were assessed.

STATISTICAL PLAN: Following an intention-to-treat approach, quantitative and qualitative outcomes variables were compared by T-Student and Chi-square tests, respectively. Results were providing as difference in proportions for qualitative outcomes and difference in means for quantitative outcomes with respective 95% confidence intervals (95% CI).

RESULTS: After intervention, proportion of patients with PIM decreased by 13.7% (95% CI: 9.3; 18.2) more in IG than CG. Mean number of PIM/patient and mean cost of PIM/patient decreased by 0.43 (95% CI: 0.32; 0.54) and 72.11€ (95% CI: 26.15; 118.06) more in IG than CG, respectively. However, no statistically significant differences were observed in morbidity, mortality or costs of healthcare resources.

CONCLUSIONS: PIM detection and recommendations provided by pharmacist could contribute to reduce significantly PIM and drug expenditure; but without reaching statistically significant differences in morbidity, mortality, and healthcare resources costs.

PMID:34488034 | DOI:10.1016/j.aprim.2021.102124

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Nevin Manimala Statistics

Reconsidering research exclusion for serious mental illness: Ethical principles, current status, and recommendations

J Psychiatr Res. 2021 Sep 2;143:138-143. doi: 10.1016/j.jpsychires.2021.09.016. Online ahead of print.

ABSTRACT

BACKGROUND: Historically, individuals managing serious mental illness (SMI) have often been excluded from research, typically because of concern that these individuals may not be able to understand and provide truly informed consent. As treatment has improved, the assumption that individuals managing SMI may not be capable of consent needs to be re-examined. Systematic exclusion from research may limit empirically tested treatments available for people managing SMI, and may contribute to the health care disparities seen in this population.

OBJECTIVES: This article examines this issue by documenting current rates of research exclusion for high disease burden conditions, based on empirical review of studies in ClinicalTrials.gov.

RESEARCH DESIGN: Current rates of exclusion from studies for psychiatric conditions were assessed through systematic review of relevant clinical trials on ClinicalTrials.gov.

SUBJECTS: Subjects in this inquiry are either articles accessed in the literature reviews, or descriptions of studies in public data on ClinicalTrials.gov.

MEASURES: The primary measure was a previously published coding system to document the extent and types of research exclusion related to psychiatric status.

RESULTS: Among studies of interventions for substance use disorders and chronic pain, individuals managing SMI were more likely to be excluded than those with other psychiatric disorders at statistically significant levels. This was not the case among studies of interventions for ischemic heart disease. In studies of substance use disorders, 9% explicitly excluded SMI and 83% could exclude people with SMI based on broader exclusion criteria. In studies of chronic pain these two categories of exclusion were 16% and 55%, and in studies of ischemic heart disease, these two categories of exclusion were 1% and 20%.

CONCLUSIONS: Evidence indicates that it is ethically and scientifically more appropriate to exclude based on capacity to consent than membership in the group of individuals managing SMI. The discussion outlines techniques researchers can use for more equitable and generalizable sampling.

PMID:34487990 | DOI:10.1016/j.jpsychires.2021.09.016

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Nevin Manimala Statistics

Revision orbital decompression for thyroid eye disease

Am J Otolaryngol. 2021 Sep 2;43(1):103196. doi: 10.1016/j.amjoto.2021.103196. Online ahead of print.

ABSTRACT

OBJECTIVE: To compare the indications, surgical techniques and outcomes for revision orbital decompression surgery for thyroid eye disease in open, endoscopic, and combined open and endoscopic approaches.

METHODS: A retrospective review of all revision orbital decompression procedures for thyroid eye disease from a single large academic institution over a 17-year period (01/01/2004-01/01/2021) was performed. Patient demographics, as well as indications and types of surgery were reviewed. Outcome measures included changes in proptosis, intraocular pressure, visual acuity and diplopia.

RESULTS: Thirty procedures were performed on 21 patients. There was a median of 9.4 months between primary orbital decompression and revision decompression surgery. There were 6 bilateral procedures, and 2 of these patients underwent additional revision surgeries due to decreased visual acuity with concern for persistent orbital apex compression or sight-threatening ocular surface exposure in the setting of proptosis. Twenty-five procedures were performed as open surgeries with 5 endoscopic/combined cases. Combined Ophthalmology/Otolaryngology surgery via combined open/endoscopic approaches was favoured for persistent orbital apex disease. Visual acuity remained preserved in all patients. The overall median reduction in proptosis was 2 mm and intraocular pressure change was 1 mmHg regardless of surgical approach. The overall rate of new onset diplopia after surgery was 15%. These patients had open approaches. All endoscopic/combined approach patients had pre-existing diplopia. There were no statistically significant differences between the open and endoscopic/combined groups in regard to change in visual acuity, reduction in proptosis or intraocular pressure.

CONCLUSION: Revision orbital decompression is an uncommon procedure indicated for those patients with progressive symptoms despite previous surgery and intensive medical management. Both endoscopic and non-endoscopic techniques offer favourable outcomes with respect to visual acuity, decrease in intraocular pressure, and improvement in proptosis and overall lead to a low incidence of new onset diplopia.

LEVEL OF EVIDENCE: Level IV.

PMID:34487995 | DOI:10.1016/j.amjoto.2021.103196

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Nevin Manimala Statistics

Recalibrating the Glasgow Coma Score as an Age-Adjusted Risk Metric for Neurosurgical Intervention

J Surg Res. 2021 Sep 2;268:696-704. doi: 10.1016/j.jss.2021.08.002. Online ahead of print.

ABSTRACT

BACKGROUND: The Glasgow Coma Scale (GCS) score is the most frequently used neurologic assessment in traumatic brain injury (TBI). The risk for neurosurgical intervention based on GCS is heavily modified by age. The objective is to create a recalibrated Glasgow Coma Scale (GCS) score that accounts for an interaction by age and determine the predictive performance of the recalibrated GCS (rGCS) compared to the standard GCS for predicting neurosurgical intervention.

METHODS: This retrospective cohort study utilized the National Trauma Data Bank and included all patients admitted from 2010-2015 with TBI (ICD9 diagnosis code 850-854.19). The study population was divided into 2 subsets: a model development dataset (75% of patients) and a model validation dataset (remaining 25%). In the development dataset, logistic regression models were used to calculate conditional probabilities of having a neurosurgical intervention for each combination of age and GCS score, to develop a point-based risk score termed the rGCS. Model performance was examined in the validation dataset using area under the receiver operating characteristic (AUROC) curves and calibration plots.

RESULTS: There were 472,824 patients with TBI. The rGCS ranged from 1-15, where rGCS 15 denotes the baseline risk for neurosurgical intervention (4.4%) and rGCS 1 represents the greatest risk (62.6%). In the validation dataset there was a statistically significant improvement in predictive performance for neurosurgical intervention for the rGCS compared to the standard GCS (AUROC: 0.71 versus 0.67, difference, -0.04, P<0.001), overall and by trauma level designation. The rGCS was better calibrated than the standard GCS score.

CONCLUSIONS: The relationship between GCS score and neurosurgical intervention is significantly modified by age. A revision to the GCS that incorporates age, the rGCS, provides risk of neurosurgical intervention that has better predictive performance than the standard ED GCS score.

PMID:34487962 | DOI:10.1016/j.jss.2021.08.002