Category: Statistics

Clin Nurs Res. 2021 May 17:10547738211014211. doi: 10.1177/10547738211014211. Online ahead of print.

ABSTRACT

The purpose of this descriptive study was to describe family caregivers’ experiences and changes in caregiving tasks and approaches during the COVID-19 pandemic. Using web-based strategies, 69 family caregivers of adults with chronic or disabling conditions were recruited and completed an online survey about positive and negative caregiving experiences, and ways in which caregiving has changed. Data were analyzed using descriptive statistics (structured questions) and conventional content analysis (open-ended responses). Participants reported concerns about their loved one’s physical and mental health, the limited access to other caregiving sources, and the limited opportunities to maintain personal well-being. Caregiving tasks completed more than usual included providing emotional support, shopping for groceries and essentials, and contacting healthcare providers. Participants modified their caregiving approach by assuming added responsibilities, leveraging technology, and managing a new caregiving routine. Findings indicate that family caregivers experienced additional caregiving challenges and changed caregiving tasks considering the limited resources available.

PMID:33998836 | DOI:10.1177/10547738211014211

Comput Methods Biomech Biomed Engin. 2021 May 17:1-13. doi: 10.1080/10255842.2021.1925887. Online ahead of print.

ABSTRACT

Electromyography (EMG)-driven neuromusculoskeletal modeling (NMSM) enables simulating the mechanical function of multiple muscle-tendon units as controlled by nervous system in the generation of complex movements. In the context of clinical assessment this may enable understanding biomechanical factor contributing to gait disorders such as one induced by Parkinson’s disease (PD). In spite of the challenges in the development of patient-specific models, this preliminary study aimed at establishing a feasible and noninvasive experimental and modeling pipeline to be adopted in clinics to detect PD-induced gait alterations. Four different NMSM have been implemented for three healthy controls using CEINMS, an OpenSim-compatible toolbox. Models differed in the EMG-normalization methods used for calibration purposes (i.e. walking trial normalization and maximum voluntary contraction normalization) and in the set of experimental EMGs used for the musculotendon-unit mapping (i.e. 4 channels vs. 15 channels). Model accuracy assessment showed no statistically significant differences between the more complete model (non-clinically viable) and the proposed reduced one (clinically viable). The clinically viable reduced model was systematically applied on a dataset including ten PD’s and thirteen healthy controls. Results showed significant differences in the neuromuscular control strategy of the PD group in term of muscle forces and joint torques. Indeed, PD patients displayed a significantly lower magnitude on force production and revealed a higher amount of force variability with the respect of the healthy controls. The estimated variables could become a measurable biomechanical outcome to assess and track both disease progression and its impact on gait in PD subjects.

PMID:33998843 | DOI:10.1080/10255842.2021.1925887

J Manag Care Spec Pharm. 2021 May 17:1-14. doi: 10.18553/jmcp.2021.21060. Online ahead of print.

ABSTRACT

BACKGROUND: Migraine is a common neurological disease that can have a substantial impact on patients’ lives and on society. Erenumab, a fully human monoclonal antibody that targets the calcitonin gene-related peptide receptor, was specifically developed for migraine prevention. The efficacy of erenumab has been established in several clinical trials; however, the real-world comparative effectiveness of erenumab has not been fully investigated. OBJECTIVE: To evaluate the real-world impact of erenumab and onabotulinumtoxinA on acute medication usage and health care resource utilization (HCRU) among patients with migraine in the United States. METHODS: This retrospective US claims analysis (Optum’s deidentified Clinformatics Data Mart Database) evaluated patients aged at least 18 years diagnosed with migraine who initiated erenumab or onabotulinumtoxinA between May 1, 2018, and September 30, 2019 (index date: first erenumab/onabotulinumtoxinA claim). Cohorts were matched 1:1 using the propensity score (PS) method (greedy match with caliper = 0.1). Stratification was performed based on gender, chronic migraine without aura diagnosis, onabotulinumtoxinA use, and acute/preventive drug use. The impact of erenumab and onabotulinumtoxinA on acute medication usage and HCRU was assessed in the 6-month post-index period. An exploratory analysis assessed the impact of erenumab and onabotulinumtoxinA on a composite endpoint of: (1) outpatient visit with a migraine diagnosis and associated acute medication claim, (2) hospital admission with a primary migraine diagnosis, or (3) emergency department visit with a primary migraine diagnosis. PS-matched data were used for comparative analyses; logistic regression with covariate adjustment was used for dichotomous variables, and a negative binomial model was used for count variables, with odds ratios or rate ratios (RRs) and 95% CIs calculated. RESULTS: Following stratified PS matching, 1,338 patients were included in both cohorts. At 6 months, the adjusted average number of claims per person for any acute medication was significantly lower in the erenumab cohort (1.13 vs 1.29 in the onabotulinumtoxinA cohort; RR = 0.88; 95% CI = 0.80-0.96; P = 0.0069), although the difference in the number of claims for triptans and barbiturates was statistically nonsignificant. The adjusted average number of all-cause and migraine-specific visits per person to health care providers was generally lower in the erenumab cohort compared with the onabotulinumtoxinA cohort. Patients in the erenumab cohort had a significantly lower number of composite events (0.44 vs 0.69 in the onabotulinumtoxinA cohort; RR = 0.63; 95% CI = 0.56-0.71; P < 0.0001). Similarly, the adjusted proportion of patients with any of the 3 composite events was lower in the erenumab cohort (31.7% vs 44.3% in the onabotulinumtoxinA cohort; OR = 0.59; 95% CI = 0.49-0.70; P < 0.0001). CONCLUSIONS: In this retrospective claims analysis study, erenumab significantly reduced acute medication usage (opioids and nonsteroidal anti-inflammatory drugs; any acute medication when analyzed together) and HCRU to a greater extent than onabotulinumtoxinA. DISCLOSURES: This study was supported by Novartis Pharma AG. Novartis employees contributed to the study design, analysis of the data, and the decision to publish the results. Fang, Abdrabboh, Glassberg, Vo, and Ferraris are employed by Novartis. Zhou and Shen are employed by KMK Consulting, Inc., which received funding from Novartis to conduct the study. Tepper reports grants from Allergan, Amgen, ElectroCore, Eli Lilly, Lundbeck, Neurolief, Novartis, Satsuma, and Zosano, outside the submitted work; personal fees from Dartmouth-Hitchcock Medical Center, American Headache Society, Thomas Jefferson University, Aeon, Align Strategies, Allergan/AbbVie, Alphasights, Amgen, Aperture Venture Partners, Aralez Pharmaceuticals Canada, Axsome Therapeutics, Becker Pharmaceutical Consulting, BioDelivery Sciences International, Biohaven, ClearView Healthcare Partners, CoolTech, CRG, Currax, Decision Resources, DeepBench, DRG, Eli Lilly, Equinox, ExpertConnect, GLG, Guidepoint Global Healthcare Consultancy Group, Health Science Communications, HMP Communications, Impel, InteractiveForums, M3 Global Research, Magellan Rx Management, Medicxi, Navigant Consulting, Neurorelief, Nordic BioTech, Novartis, Pulmatrix, Reckner Healthcare, Relevale, SAI MedPartners, Satsuma, Slingshot Insights, Spherix Global Insights, Sudler and Hennessey, Synapse Medical Communications, System Analytic, Teva, Theranica, Thought Leader Select, Trinity Partners, XOC, Zosano, Krog and Partners, and Lundbeck, outside the submitted work; and CME honoraria from American Academy of Neurology, American Headache Society, Cleveland Clinic Foundation, Diamond Headache Clinic, Elsevier, Forefront Collaborative, Hamilton General Hospital, Ontario, Canada, Headache Cooperative of New England, Henry Ford Hospital, Detroit, Inova, Medical Learning Institute PeerView, Medical Education Speakers Network, Miller Medical Communications, North American Center for CME, Physicians’ Education Resource, Rockpointe, ScientiaCME, WebMD/Medscape. The abstract and poster of these results were presented at The Migraine Trust Virtual Symposium (MTIS), October 3-9, 2020.

PMID:33998825 | DOI:10.18553/jmcp.2021.21060

Int J Ment Health Nurs. 2021 May 17. doi: 10.1111/inm.12878. Online ahead of print.

ABSTRACT

Literature shows that mental healthcare workers in Ghana face incessant fear of patient violence that compromise safe care delivery. However, the nature, scale, perceived causes, and consequences of these assaults and how they shape risk perceptions have received limited empirical attention, hence the need for this study. The study employed sequential explanatory mixed methods where questionnaire administration preceded and informed the design of an interview guide used for in-depth interviews with health workers in referral psychiatric hospitals. Descriptive statistics and multivariate logistic regressions were used to analyze the quantitative data. Qualitative data were transcribed and analyzed thematically. Findings showed that physical and non-physical violent assaults and risk perceptions of the hospitals were statistically and significantly associated with females (P < 0.01), nurses (P < 0.01), other clinical cadre (P < 0.01), and those with low job tenure (P < 0.05). About 57% and 71% of the sample reported experiencing physical and non-physical assaults, respectively. Major and minor injuries and psychosocial problems were frequent sequelae following physical violent assaults. As a result, 80% of the participants perceived the hospitals environment to be unsafe to provide care. Violent assaults compromises safety and care delivery efforts suggesting the need for systematic interventions to minimize mental healthcare workers exposure to patient violence.

PMID:33998754 | DOI:10.1111/inm.12878

Orthod Craniofac Res. 2021 May 17. doi: 10.1111/ocr.12494. Online ahead of print.

ABSTRACT

OBJECTIVE: To assess the efficacy of lingual orthodontics by comparing setups and post-treatment casts.

SETTING AND SAMPLE POPULATION: Thirty-two consecutive patients treated with a customized lingual orthodontic appliance were included in this retrospective study.

MATERIALS AND METHODS: Initial casts, post-treatment casts and setups were scanned, and the digital models produced were analysed in terms of overjet; overbite; molar and canine relationships; intercanine, interpremolar and intermolar distances; upper and lower arch lengths; midline deviation; bucco-lingual angulation of all teeth and mesio-distal angulation of anterior teeth. Comparisons between setups and post-treatment casts were performed via paired t-tests. Relationships between the planned and actual correction were studied using regression analysis.

RESULTS: Statistically significant differences in bucco-lingual torque between setups and post-treatment casts were found for all upper teeth, except for central incisors. In the lower jaw, statistically significant differences in bucco-lingual torque were found between setups and post-treatment casts for the lower incisors and molars. No statistically significant differences in mesio-distal angulation of anterior teeth were found between setups and post-treatment casts. Upper and lower arch widths did not vary significantly between setups and final casts, except upper inter-second premolar and intermolar distances.

CONCLUSION: Customised lingual appliances offer efficient control of mesio-distal angulation of all anterior teeth. Significant differences in torque between setups and post-treatment casts were observed for upper lateral incisors, canines, premolars, and molars, as well as lower incisors and molars. However, the torque difference was clinically significant (over three degrees) for upper second premolars and molars only.

PMID:33998771 | DOI:10.1111/ocr.12494

J Cosmet Dermatol. 2021 May 17. doi: 10.1111/jocd.14224. Online ahead of print.

ABSTRACT

BACKGROUND: Acanthosis nigricans (AN) is a common dermatological issue with several therapeutic modalities to treat. Despite retinoid is the first drug of choice in the treatment, the fractional-ablative carbon dioxide (CO₂ ) laser has revealed as a promising procedure for the management of neck-AN, outstanding to its ability for superficial ablation of the skin surface, with trans-epidermal melanin elimination.

OBJECTIVES: To decide whether fractional-ablative CO₂ laser or retinoic acid (5%) peel is the more effective and safe choice for AN treatment.

METHODS: In this study, twenty Egyptian cases with neck-AN were enrolled, where each case was exposed to four sessions with 2 weeks apart of both fractional CO₂ laser on the right half of the neck and retinoic acid peel on the left half. Cases were assessed by a scoring system: Acanthosis Nigricans Area and Severity Index (ANASI) score, two blinded dermatologists, and dermoscopically pre and one-month post-treatment.

RESULTS: We found a highly statistically significant improvement among both treated groups regarding (ANASI) score, and dermatologist’s assessments. Bedside, the degree of sulci cutis, cristae cutis, brown-to-dark brown dots, and milia-like cysts dermoscopic signs improvement was evident in both treated groups. However, fractional CO₂ laser shows the superior result to retinoic acid peel in the treatment.

CONCLUSION: Fractional CO₂ laser and retinoic acid peel are considered effective modalities for neck-AN treatment. However fractional CO₂ laser was more effective.

PMID:33998772 | DOI:10.1111/jocd.14224

J Magn Reson Imaging. 2021 May 17. doi: 10.1002/jmri.27702. Online ahead of print.

ABSTRACT

BACKGROUND: Perivascular spaces (PVSs) are important component of the brain glymphatic system. While visual rating has been widely used to assess PVS, computational measures may have higher sensitivity for capturing PVS characteristics under disease conditions.

PURPOSE: To compute quantitative and morphological PVS features and to assess their associations with vascular risk factors and cerebral small vessel disease (CSVD).

STUDY TYPE: Prospective.

POPULATION: One hundred sixty-one middle-aged/later middle-aged subjects (age = 60.4 ± 7.3).

SEQUENCE: 3D T1-weighted, T2-weighted and T2-FLAIR sequences, and susceptibility-weighted multiecho gradient-echo sequence on a 3 T scanner.

ASSESSMENT: Automated PVS segmentation was performed on sub-millimeter T2-weighted images. Quantitative and morphological PVS features were calculated in white matter (WM) and basal ganglia (BG) regions, including volume, count, size, length (L_maj ), width (L_min ), and linearity. Visual PVS scores were also acquired for comparison.

STATISTICAL TESTS: Simple and multiple linear regression analyses were used to explore the associations among variables.

RESULTS: WM-PVS visual score and count were associated with hypertension (β = 0.161, P < 0.05; β = 0.193, P < 0.05), as were BG-PVS rating score, volume, count and L_min (β = 0.197, P < 0.05; β = 0.170, P < 0.05; β = 0.200, P < 0.05; β = 0.172, P < 0.05). WM-PVS size was associated with diabetes (β = 0.165, P < 0.05). WM-PVS and BG-PVS were associated with CSVD markers, especially white matter hyperintensities (WMHs) (P < 0.05). Multiple regression analysis showed that WM/BG-PVS quantitative measures were widely associated with vascular risk factors and CSVD markers (P < 0.05). Morphological measures were associated with WMH severity in WM region and also associated with lacunes and microbleeds (P < 0.05) in BG region.

DATA CONCLUSION: These novel PVS measures may capture mild PVS alterations driven by different pathologies.

EVIDENCE LEVEL: 2 TECHNICAL EFFICACY: Stage 2.

PMID:33998738 | DOI:10.1002/jmri.27702

Int J Clin Pract. 2021 May 17:e14368. doi: 10.1111/ijcp.14368. Online ahead of print.

ABSTRACT

OBJECTIVES: This study has aimed to determine the depression, psychological resilience, and burnout levels of caregivers of schizophrenic patients; to investigate the relationship of these parameters with various sociodemographic variables and to compare these variables with a control group.

METHOD: This cross-sectional study was conducted in 2019 with 80 caregivers of schizophrenia patients over 18 years of age who were living in Hatay and were admitted to the Psychiatric Outpatient Clinic of Hatay Mustafa Kemal University Hospital. Eighty healthy volunteers were also included in the study as a control group. Questionnaires including the Sociodemographic Data Form, Maslach Burnout Inventory, Beck Depression Inventory and Psychological Resilience Scale were applied. The resilience, depression and burnout levels were evaluated based on the results. Mann Whitney-U, Kruskal Wallis and Spearman correlation tests were used and p <0.05 was considered statistically significant.

RESULTS: A significant relationship was found between the scaled scores and the Positive and Negative Syndrom Scale (PANSS), Clinical Global Impression (CGI) severity score, physical comorbidity of caregivers, sharing the same household with the patient, the age of the caregivers, the duration of the caregiving role and the illness, and the duration of hospital stay (p<0.05). There was a moderate positive correlation (r=0.47) between the PANSS score and Beck Depression Inventory and a moderate negative correlation (r=-0.41, r=-0.34, r=-0.30) between the three sub-dimensions of the Psychological Resilience Scale and the PANSS score.

CONCLUSION: Caregivers of schizophrenia patients had higher levels of depression and burnout and less mental resilience compared to the control group. This result is associated with the sociodemographic and clinical findings. If the prevalence is not determined and the required intervention is not made, important consequences will develop both for the patients and the caregivers. The fact that these results could be related to sociodemographic and clinical findings may also be indicative of the importance of reviewing the psychological and social support systems available to carers of patients.

PMID:33998753 | DOI:10.1111/ijcp.14368

Eur J Neurosci. 2021 May 17. doi: 10.1111/ejn.15311. Online ahead of print.

ABSTRACT

Atypical processing of stimulus inputs across a range of sensory modalities in autism spectrum disorder (ASD) are widely reported. Sensory processing is known to be influenced by bodily internal states such as physiological arousal and anxiety. Since a sizeable proportion of ASD reportedly have co-morbid anxiety disorder that are linked with dysregulated arousal, we investigated if face-emotion arousal cues, influenced visual sensory sensitivity (indexed by temporal resolution) in ASD (n=20) compared to a matched group of typically-developed individuals (TD, n=21). We asked further if emotion-cued changes in visual sensitivity associated with individual differences in state- and trait-anxiety. Participants reported the laterality of the second of two consecutive Gaussian-blob flashes in a visual temporal order judgment task (v-TOJ), demanding higher-level visual processing. The key manipulation was presenting a task-irrelevant face emotion cue briefly at unexpected time points preceding the task-relevant flashes. Disgust vs Neutral emotion signals significantly enhanced the visual temporal resolution in ASD. Individual state-anxiety scores showed a fair correlative trend of with the emotion-cued changes of temporal resolution (Disgust vs Neutral) in ASD but missed statistical significance. Both these effects were absent in TD. The results show that individual state-anxiety levels likely modulate the effect of emotions on visual temporal sensitivity in ASD. The findings support a nuanced approach to understand the disparate sensory features in ASD, by factoring in the interplay of the individual reactivity to environmental affective information and the severity of anxiety.

PMID:33998735 | DOI:10.1111/ejn.15311

Ther Adv Hematol. 2021 May 7;12:20406207211012985. doi: 10.1177/20406207211012985. eCollection 2021.

ABSTRACT

BACKGROUND: High dose melphalan (HDMEL) is considered the standard conditioning regimen for autologous stem cell transplantation (ASCT) in multiple myeloma (MM) patients. Recent studies showed superiority of busulfan plus melphalan (BUMEL) compared to HDMEL as a conditioning regimen. We compared the efficacy of HDMEL and BUMEL in newly diagnosed Asian MM patients, who are often underrepresented.

METHODS: This is a single-center, retrospective study including MM patients who underwent ASCT after bortezomib-thalidomide-dexamethasone (VTD) triplet induction chemotherapy between January 2015 and August 2019.

RESULT: In the end, 79 patients in the HDMEL group were compared to 31 patients in the BUMEL group. There were no differences between the two groups with regards to sex, age at ASCT, risk group, and stage. The HDMEL group showed better response to pre-transplant VTD compared to BUMEL, but after ASCT the BUMEL group showed better overall response. In terms of progression-free survival (PFS), although BUMEL showed trends towards better PFS regardless of pre-transplant status and age, the difference did not reach statistical significance. The BUMEL group more often experienced mucositis related to chemotherapy, but there was no difference between the two groups with regards to hospitalization days, cell engraftment, and infection rates.

CONCLUSION: BUMEL conditioning deserves attention as the alternative option to HDMEL for newly diagnosed MM patients, even in the era of triplet induction chemotherapy. Specifically, patients achieving very good partial response (VGPR) or better response with triplet induction chemotherapy might benefit the most from BUMEL conditioning. Tailored conditioning regimen, based on patient’s response to induction chemotherapy and co-morbidities, can lead to better treatment outcomes.

PMID:33995990 | PMC:PMC8111524 | DOI:10.1177/20406207211012985