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Nevin Manimala Statistics

Evaluation of pure subarachnoid hemorrhage after mechanical thrombectomy in a series of 781 consecutive patients

Interv Neuroradiol. 2023 Mar 14:15910199231163046. doi: 10.1177/15910199231163046. Online ahead of print.

ABSTRACT

INTRODUCTION: Subarachnoid hyperdensity is commonly seen on postoperative computed tomography scans within 24 h after mechanical thrombectomy. The impact on patients’ outcomes remains uncertain. We present a real-world experience evaluating periprocedural factors associated with the development of subarachnoid hemorrhage (SAH) and its impact on outcomes of patients with acute stroke undergoing mechanical thrombectomy.

METHODS: A single-center, retrospective analysis was performed between January 2016 and August 2021, including all consecutive patients who underwent thrombectomy. Our study aimed to evaluate periprocedural factors associated with subarachnoid hemorrhage within 24 h of the intervention, and the potential impact on patients’ outcome.

RESULTS: Of 781 patients, 44 patients (5.63%) demonstrated pure SAH within 24 h of the intervention. Patients from the SAH group were more likely to have tandem occlusion (15.9% vs. 5.2%, p = .003), aspiration using reperfusion pump system (81.4% vs. 66.8%, p = .047), intraoperative complications (9.1% vs. 0.9%; p < .001), longer puncture-to-recanalization times (45 min vs 29 min, p = .042) and a higher median number of passes to achieve recanalization (1 vs. 3, p = .002). There was no statistically significant difference in the long-term functional outcome between the groups.

CONCLUSION: We suggest that dual-energy computed tomography could better distinguish between blood and pure contrast stagnation. Still, SAH was not associated with an unfavorable outcome in stroke patients undergoing thrombectomy.

PMID:36916147 | DOI:10.1177/15910199231163046

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Nevin Manimala Statistics

Monocyte to high-density lipoprotein ratio predicts clinical outcomes after acute ischemic stroke or transient ischemic attack

CNS Neurosci Ther. 2023 Mar 13. doi: 10.1111/cns.14152. Online ahead of print.

ABSTRACT

AIMS: The monocyte to high-density lipoprotein cholesterol ratio (MHR) has emerged as a novel inflammatory biomarker of atherosclerotic cardiovascular disease. However, it has not yet been identified whether MHR can predict the long-term prognosis of ischemic stroke. We aimed to investigate the associations of MHR levels with clinical outcomes in patients with ischemic stroke or transient ischemic attack (TIA) at 3 months and 1 year.

METHODS: We derived data from the Third China National Stroke Registry (CNSR-III). Enrolled patients were divided into four groups by quartiles of MHR. Multivariable Cox regression for all-cause death and stroke recurrence and logistic regression for the poor functional outcome (modified Rankin Scale score 3-6) were used.

RESULTS: Among 13,865 enrolled patients, the median MHR was 0.39 (interquartile range, 0.27-0.53). After adjustment for conventional confounding factors, the MHR level in quartile 4 was associated with an increased risk of all-cause death (hazard ratio [HR], 1.45; 95% confidence interval [CI], 1.10-1.90), and poor functional outcome (odd ratio [OR], 1.47; 95% CI, 1.22-1.76), but not with stroke recurrence (HR, 1.02; 95% CI, 0.85-1.21) at 1 year follow-up, compared with MHR level in quartile 1. Similar results were observed for outcomes at 3 months. The addition of MHR to a basic model including conventional factors improved predictive ability for all-cause death and poor functional outcome validated by the C-statistic and net reclassification index (all p < 0.05).

CONCLUSIONS: Elevated MHR can independently predict all-cause death and poor functional outcome in patients with ischemic stroke or TIA.

PMID:36914580 | DOI:10.1111/cns.14152

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Nevin Manimala Statistics

Gender classification from anthropometric measurement by boosting decision tree: A novel machine learning approach

J Natl Med Assoc. 2023 Mar 11:S0027-9684(22)00189-4. doi: 10.1016/j.jnma.2022.12.005. Online ahead of print.

ABSTRACT

The decision tree used a generating set of rules based on various correlated variables for developing an algorithm from the target variable. Using the training dataset this paper used boosting tree algorithm for gender classification from twenty-five anthropometric measurements and extract twelve significant variables chest diameter, waist girth, biacromial, wrist diameter, ankle diameter, forearm girth, thigh girth, chest depth, bicep girth, shoulder girth, elbow girth and the hip girth with an accuracy rate of 98.42%, by seven decision rule sets serving the purpose of dimension reduction.

PMID:36914542 | DOI:10.1016/j.jnma.2022.12.005

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Nevin Manimala Statistics

DCIS: When is accelerated partial breast irradiation an option? A meta-analysis on outcomes and eligibility

Am J Surg. 2023 Mar 7:S0002-9610(23)00100-9. doi: 10.1016/j.amjsurg.2023.03.004. Online ahead of print.

ABSTRACT

BACKGROUND: The natural history of DCIS may not be progression to invasive breast cancer (IBC). Accelerated partial breast irradiation (APBI) has emerged as an alternative to whole breast radiotherapy (WBRT). The purpose of this study was to assess the impact of APBI on DCIS patients.

MATERIALS AND METHODS: Eligible studies from 2012 to 2022 were identified in PubMed, Cochrane Library, ClinicalTrials, and ICTRP. A meta-analysis was done comparing recurrence rates, breast-related mortality rates, and adverse events of APBI versus WBRT. A subgroup analysis of 2017 ASTRO Guidelines “Suitable” and “Unsuitable” groups was performed. Forest plots and quantitative analysis were done.

RESULTS: Six studies were eligible (3 on APBI versus WBRT, 3 on APBI suitability). All had a low risk of bias and publication bias. The cumulative incidence was the following for APBI and WBRT respectively: IBTR was 5.7% and 6.3% with odds ratio of 1.09, 95% CI [0.84, 1.42], mortality rate was 4.9% and 5.05%, and adverse events was 48.87% and 69.63%. All had no statistical significance between groups. Adverse events were found to favor the APBI arm. Recurrence rate was significantly less in the Suitable group with an odds ratio 2.69, 95% CI [1.56, 4.67], favoring it over the Unsuitable group.

CONCLUSION: APBI was comparable to WBRT in terms of recurrence rate, breast cancer-related mortality rate, and adverse events. APBI was not inferior to WBRT and showed better safety in terms of skin toxicity. Patients classified as suitable for APBI had significantly lesser recurrence rate.

PMID:36914530 | DOI:10.1016/j.amjsurg.2023.03.004

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Nevin Manimala Statistics

Radiographic Outcomes of Hallux Valgus Deformity Correction With Chevron and Scarf Osteotomies

J Foot Ankle Surg. 2023 Feb 18:S1067-2516(23)00030-3. doi: 10.1053/j.jfas.2023.02.007. Online ahead of print.

ABSTRACT

There is no gold standard in the treatment of hallux valgus deformity. The purpose of our study was to compare various aspects of radiographic assessment following scarf and chevron osteotomies and try to determine which technique helps achieve a more pronounced intermetatarsal angle (IMA) and hallux valgus angle (HVA) correction and produces lower rates of complications, including adjacent-joint arthritis. This study included patients who underwent hallux valgus correction with the scarf (n = 32) or chevron (n = 181) method with a follow-up period of over 3 years. We evaluated the following parameters: HVA, IMA, duration of hospital stay, complications, development of adjacent-joint arthritis. The scarf technique helped achieve a mean HVA and IMA correction of 18.3° and 3.6°, respectively, and the chevron technique helped achieve a mean correction of 13.1° and 3.7°, respectively. The achieved deformity correction in terms of both the HVA and IMA was statistically significant in both patient groups. The loss of correction assessed with the HVA was statistically significant only in the chevron group. Neither group showed a statistically significant loss of IMA correction. The duration of hospital stay, reoperation rates, and fixation instability rates were comparable in the 2 groups. Neither of the evaluated methods caused a significant increase in total arthritis scores in the evaluated joints. Our study showed good outcomes of hallux valgus deformity correction in both evaluated groups; however, scarf osteotomy yielded somewhat better radiographic outcomes in HVA correction and no loss of HVA correction at 3.5 years of follow-up.

PMID:36914514 | DOI:10.1053/j.jfas.2023.02.007

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Hands-On Ultrasound Training for Radiology Residents: The Impact of an Ultrasound Scanning Curriculum

Acad Radiol. 2023 Mar 11:S1076-6332(23)00044-2. doi: 10.1016/j.acra.2023.01.027. Online ahead of print.

ABSTRACT

RATIONALE AND OBJECTIVES: Radiologists are responsible for interpreting ultrasound (US) images accurately, troubleshooting, aiding sonographers, and advancing technology and research. Despite this, most radiology residents do not feel confident performing US independently. The purpose of this study is to evaluate the impact of an abdominal US scanning rotation and digital curriculum on radiology residents’ confidence and skills in performing US.

MATERIALS AND METHODS: All residents who were rotating in pediatric US at our institution for the first time were included (PGY 3-5). Those who agreed to participate were recruited sequentially from July 2018 to 2021 into (A) control and (B) intervention. B had a 1-week US scanning rotation and US digital course. Both groups completed a pre-and post-confidence self-assessment. Pre-and post-skills were objectively assessed by an expert technologist while participants scanned a volunteer. At completion, B completed an evaluation of the tutorial. Descriptive statistics summarized the demographics and closed questions. Pre-and post-test results were compared using paired-T tests, and effect size (ES) with Cohen’s d. Open-ended questions were thematically analyzed.

RESULTS: PGY-3 and 4 residents participated, and were enrolled in A (N = 39) and B (N = 30). Scanning confidence significantly improved in both groups, with a greater ES in B (p < 0.01). Scanning skills significantly improved in B (p < 0.01) but not A. Eighty per cent of questionnaire responders used the integrative US tutorial and found it helpful. Free text responses were grouped into themes: 1) Technical issues, 2) Didn’t complete course, 3) Didn’t understand project, 4) Course was detailed and thorough.

CONCLUSIONS: Our scanning curriculum improved residents’ confidence and skills in pediatric US and may encourage consistency in training, thus promoting stewardship of high-quality US.

PMID:36914500 | DOI:10.1016/j.acra.2023.01.027

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Nevin Manimala Statistics

Adult norms for the Corbett Targeted Coin Test

J Hand Ther. 2023 Mar 11:S0894-1130(22)00096-5. doi: 10.1016/j.jht.2022.09.009. Online ahead of print.

ABSTRACT

STUDY DESIGN: Clinical measurement INTRODUCTION: Dexterity is important for daily activities. The Corbett Targeted Coin Test (CTCT) measures dexterity with palm-to-finger translation and proprioceptive target placement, but lacks established norms.

PURPOSE OF THE STUDY: To establish norms for the CTCT with healthy adult subjects.

METHODS: The inclusion criteria consisted of participants that were community dwelling, non-institutionalized, able to make a fist with both hands, perform finger-to-palm translation of twenty coins, and be at least 18 years of age. CTCT standardized testing procedures were followed. Quality of performance (QoP) scores were determined by speed in seconds and number of coin drops (each a 5-second penalty). QoP was summarized within each age, gender and hand dominance subgroup using the mean, median, minimum, and maximum. Correlation coefficients were computed for relationships between age and QoP, and between handspan and QoP.

RESULTS: Of the 207 individuals who participated, 131 were females and 76 males with an age range of 18-86 and mean age of 37.16. Individual QoP scores ranged from 13.8 to 105.3 seconds, with median scores ranging from 28.7 to 53.3 seconds. The mean for males was 37.5 seconds for the dominant hand (range 15.7-105.3) and 42.3 seconds (range 17.9.-86.8) for the non-dominant hand. The mean for females was 34.7 seconds for the dominant hand (range 14.8-67.0) and 38.6 seconds (range 13.8.-82.7) for the non-dominant hand. Lower QoP scores indicate a faster and/or more accurate dexterity performance. Females showed better median QoP for most age groups. The best median QoP scores were seen in the 30-39 and 40-49 age ranges.

DISCUSSION: Our study agrees to some extent with other research that reported dexterity decreases with age, and increases with smaller hand spans.

CONCLUSION: Normative data for the CTCT can be a guide for clinicians evaluating and monitoring patient dexterity with palm-to-finger translation and proprioceptive target placement.

PMID:36914495 | DOI:10.1016/j.jht.2022.09.009

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Improving the structural validity of the QuickDASH questionnaire: Exploratory factor analysis and structural equation modelling in 1798 patients with carpal tunnel syndrome

J Hand Ther. 2023 Mar 11:S0894-1130(22)00091-6. doi: 10.1016/j.jht.2022.09.004. Online ahead of print.

ABSTRACT

STUDY DESIGN: Retrospective cohort.

BACKGROUND: The QuickDASH is a commonly used questionnaire for the assessment of carpal tunnel patients, although it is unclear whether the questionnaire has suitable structural validity PURPOSE: This study aimed to evaluate the structural validity of the QuickDASH patient-reported outcome measure (PROM), when used in CTS, through exploratory factor analysis (EFA) and structural equation modelling (SEM).

METHODS: Between 2013 and 2019, we recorded preoperative QuickDASH scores of 1916 patients undergoing carpal tunnel decompressions at a single unit. One hundred and eighteen patients with incomplete datasets were excluded leaving a final study group of 1798 patients with complete data. EFA was undertaken using the R statistical computing environment. We then conducted SEM in a random sample of 200 patients. Model fit was assessed using the chi-square (χ2) test, comparative fit index (CFI), Tucker-Lewis index (TLI), root mean square error of approximation (RMSEA) and standardized root mean square residuals (SRMR). A second “validation” SEM analysis was undertaken by repeating the analysis with a separate sample of 200 randomly-selected patients.

RESULTS: EFA revealed a 2-factor model: items 1-6 represented the first factor (“function”) and items 9-11 measured a different factor (“symptoms”). SEM demonstrated excellent fit (χ2 p value 0.167, CFI 0.999, TLI 0.999, RMSEA 0.032, SRMR 0.046) and this was supported in our “validation” sample.

CONCLUSIONS: This study demonstrates that the QuickDASH PROM measures 2 distinct factors in CTS. This is comparable with the findings of a previous EFA that assessed the full-length Disabilities of the Arm, Shoulder and Hand PROM in patients with Dupuytren’s disease.

PMID:36914493 | DOI:10.1016/j.jht.2022.09.004

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Nevin Manimala Statistics

The effect of anthropometric characteristics and electronic device use on median nerve cross-sectional area: A cross-sectional study

J Hand Ther. 2023 Mar 11:S0894-1130(22)00105-3. doi: 10.1016/j.jht.2022.10.009. Online ahead of print.

ABSTRACT

INTRODUCTION: This study aimed to identify the relationship between age, body mass index (BMI), weight, height, and wrist circumference and median nerve cross-sectional area (CSA). The study also aimed to examine the difference between CSA in individuals reporting a high amount (>4 hours per day) of electronic device use compared to those reporting a low amount (≤4 hours per day).

MATERIALS/METHODS: One hundred twelve healthy individuals volunteered to participate in the study. Anthropometric, demographic, and self-reported electronic device usage data were collected. A transverse image of the median nerve was captured using ultrasonography from the dominant wrist at the carpal tunnel inlet . A Spearman’s rho correlation coefficient was used to examine correlations between participant characteristics (age, BMI, weight, height, and wrist circumference) and CSA. Separate Mann-Whitney U tests were used to examine differences in CSA in those younger and older than age 40, in those with BMI <25 kg/m2 and BMI ≥25 kg/m2, and in high and low-frequency device users.

RESULTS: BMI, weight, and wrist circumference showed fair correlations with CSA. There were significant differences in CSA between individuals younger than 40 and those older than 40 and between individuals with BMI <25kg/m2 and those with BMI ≥25kg/m2. There were no statistically significant differences in CSA in the low- and high-use electronic device groups.

DISCUSSION: Anthropometric and demographic characteristics including age and BMI or weight should be considered when examining the CSA of the median nerve, especially when determining cut-off points for establishing a diagnosis of carpal tunnel syndrome.

PMID:36914492 | DOI:10.1016/j.jht.2022.10.009

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Effectiveness of paraffin bath therapy for the symptoms and function of hand diseases: A systematic review and meta-analysis of randomized controlled trials

J Hand Ther. 2023 Mar 11:S0894-1130(22)00101-6. doi: 10.1016/j.jht.2022.10.005. Online ahead of print.

ABSTRACT

BACKGROUND: Paraffin bath therapy is noninvasive and is widely used in various hand diseases. Paraffin bath therapy is easy to use, has fewer side effects, and can be applied to various diseases with different etiologies. However, there are few large-scale studies of paraffin bath therapy, and there is insufficient evidence of its efficacy.

PURPOSE: The purpose of the study was to investigate the effectiveness of paraffin bath therapy for pain relief and functional improvement in various hand diseases through a meta-analysis.

STUDY DESIGN: Systematic review and meta-analysis of randomized controlled trials.

METHODS: We searched for studies using PubMed and Embase. Eligible studies were selected based on the following criteria: (1) patients with any diseases of the hand; (2) comparison between paraffin bath therapy and no paraffin bath therapy; and (3) sufficient data on changes in the visual analog scale (VAS) score, grip strength, pulp-to-pulp pinch strength, or Austrian Canadian (AUSCAN) Osteoarthritis Hand index before and after paraffin bath therapy. Forest plots were drawn to visualize the overall effect. Jadad scale score, I2 statistics, and subgroup analyses were used to assess the risk of bias.

RESULTS: A total of five studies included 153 patients who were treated and 142 who were not treated with paraffin bath therapy. The VAS were measured in all 295 patients included in the study, while the AUSCAN index was measured in the 105 patients with osteoarthritis. Paraffin bath therapy significantly reduced the VAS scores (mean difference [MD], -1.27; 95% confidence interval [CI] -1.93 to -0.60). In osteoarthritis, paraffin bath therapy significantly improved grip and pinch strength (MD -2.53; 95% CI 0.71-4.34; MD 0.77; 95% CI 0.71-0.83) and reduced the VAS and AUSCAN scores (MD -2.61; 95% CI -3.07 to -2.14; MD -5.02; 95% CI -8.95 to -1.09).

DISCUSSION: Paraffin bath therapy significantly reduced the VAS and AUSCAN scores, and improved grip and pinch strength in patients with various hand diseases.

CONCLUSIONS: Paraffin bath therapy is effective for alleviating pain and improving function in hand diseases, thereby improving quality of life. However, owing to the small number of patients included in the study and its heterogeneity, a further large-scale, well-structured study is needed.

PMID:36914488 | DOI:10.1016/j.jht.2022.10.005