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Nevin Manimala Statistics

Time-frequency characteristics of the vibrations underlying the first fetal heart sound: a preliminary study

Med Biol Eng Comput. 2023 Jan 4. doi: 10.1007/s11517-022-02756-0. Online ahead of print.

ABSTRACT

This work studied, for the first time, the time-frequency characteristics of the vibrations underlying the first fetal heart sound (S1). To this end, the continuous wavelet transform was used to produce time-energy and time-frequency representations of S1 from where five vibrations were studied by their timing, energy, and frequency characteristics in three gestational age groups (early, G1, preterm, G2, and term, G3). Results on a dataset of 1111 S1s (9 phonocardiograms between 33 and 40 weeks) indicate that such representations uncovered a set of five well-defined, non-overlapped, and large-energy vibrations whose features presented interesting behaviors. Thus, for each group, while the timing characteristics of the five vibrations were likely to be statically different, their frequencies were similar. Also, the energies of the vibrations were likely to be different only in G2 and G3. Alternatively, while the frequencies and energies of each vibration were likely to statistically change among groups (excluding the energy of the third vibration), the timings were more likely to change only from G1 to G2 and from G2 to G3. Therefore, this methodology seems suitable to detect and study the generating vibrations of S1. Future work will test the correlation between these vibrations and the valvular events.

PMID:36598675 | DOI:10.1007/s11517-022-02756-0

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Nevin Manimala Statistics

Using artificial intelligence to quantify dynamic retraction of brain tissue and the manipulation of instruments in neurosurgery

Int J Comput Assist Radiol Surg. 2023 Jan 4. doi: 10.1007/s11548-022-02824-8. Online ahead of print.

ABSTRACT

PURPOSE: There is no objective way to measure the amount of manipulation and retraction of neural tissue by the surgeon. Our goal is to develop metrics quantifying dynamic retraction and manipulation by instruments during neurosurgery.

METHODS: We trained a convolutional neural network (CNN) to analyze microscopic footage of neurosurgical procedures and thereby generate metrics evaluating the surgeon’s dynamic retraction of brain tissue and, using an object tracking process, evaluate the surgeon’s manipulation of the instruments themselves. U-Net image segmentation is used to output bounding polygons around cerebral parenchyma of interest, as well as the vascular structures and cranial nerves. A channel and spatial reliability tracker framework is used in conjunction with our CNN to track desired surgical instruments.

RESULTS: Our network achieved a state-of-the-art intersection over union ([Formula: see text]) for biological tissue segmentation. Multivariate statistical analysis was used to evaluate dynamic retraction, tissue handling, and instrument manipulation.

CONCLUSION: Our model enables to evaluate dynamic retraction of soft tissue and manipulation of instruments during a surgical procedure, while accounting for movement of the operative microscope. This model can potentially provide the surgeon with objective feedback about the movement of instruments and its effect on brain tissue.

PMID:36598652 | DOI:10.1007/s11548-022-02824-8

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Nevin Manimala Statistics

Study on the muscle transcriptome of two diverse Indian backyard poultry breeds acclimatized to different agro-ecological conditions

Mol Biol Rep. 2023 Jan 4. doi: 10.1007/s11033-022-08223-1. Online ahead of print.

ABSTRACT

OBJECTIVE: Free-range (FR) poultry production systems are associated with quality products and improved welfare. All the 19 diverse chicken breeds of India have evolved under the FR system and are adapted to different agro-climatic conditions. It is vital to explore indigenous germplasm with modern genomic tools to have insights into genomic characteristics of production traits and adaptation.

METHODS: In this study, breast tissue transcriptome profiles were generated and analyzed from four biological replicates of two indigenous backyard poultry breeds of India-Ankaleshwar, a breed of the mainland, and Nicobari, a breed adapted to islands. The read quality of sequences was checked by FASTQC and processed reads were aligned to the reference genome (bGalGal1).

RESULTS: More than 94% mapping to the reference genome was observed for all samples. A total of 12,790 transcripts were common across both groups, while 657 were expressed only in Ankaleshwar and 169 in Nicobari. The highest expressed genes across both groups were associated mainly with muscle structure, contraction, and energy metabolism. The highly expressed genes identified in Ankaleshwar were involved in fatty acid catabolism and oxidative stress mitigation. Functional terms, pathways, and hub genes in Nicobari participated in muscle fiber growth, adipogenesis, and fatty acid anabolism. A key hub gene (RAC1) in Nicobari is a potential candidate affecting the laying rate in chickens. The qRT-PCR results also substantiate the RNA-seq results.

CONCLUSION: The findings provide a precious molecular resource to advance understanding of the genetic basis of adaptation, meat quality, and egg production in backyard chickens.

PMID:36598628 | DOI:10.1007/s11033-022-08223-1

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Nevin Manimala Statistics

Nipple-Sparing Mastectomy After Neoadjuvant Chemotherapy: Definitive Results with a Long-Term Follow-Up Evaluation

Ann Surg Oncol. 2023 Jan 4. doi: 10.1245/s10434-022-13035-5. Online ahead of print.

ABSTRACT

BACKGROUND: Nipple-sparing mastectomy (NSM) is increasingly used for women with breast cancer who are not candidates for conservative surgery. The authors previously reported satisfying results with NSM after neoadjuvant chemotherapy (NACT).

METHODS: From 2010 to 2020, 1072 women underwent mastectomy at the authors’ institution. In this group, 433 NSMs were performed (40%). The only contraindications to NSM were close proximity to the nipple-areola complex (NAC), bloody discharge, and Paget disease.

RESULTS: In 112 cases involving 111 women, NSM followed NACT (group 1), whereas it was performed as primary surgery in 321 instances involving 306 women (group 2). At 5 years, local relapse was 7% in group 1 and 2% in group 2, although in the multivariate analysis, locoregional relapses (LRRs) did not differ between the two groups. An increased incidence of local relapse was associated with higher tumor stage (stage III; p = 0.046) and age younger than 51 years (p = 0.038). For 34 (30.3%) of the 111 women in group 1 with a pathologic complete response (pCR), no LRRs were recorded. Only one NAC recurrence was observed. Overall survival with each tumor stage did not differ between the two groups. No differences in complications were observed. Cosmetic results were satisfying in 83.8% of the cases and did not get worse after NACT.

CONCLUSIONS: The study data definitively confirm that NSM is safe even after NACT, with good cosmetic results and complications comparable with those in the primary surgery setting. Tumor stage and age were the only independent factors for local relapse. Patients with pCR enjoyed optimal locoregional control.

PMID:36598627 | DOI:10.1245/s10434-022-13035-5

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Nevin Manimala Statistics

The use of an individualized intraoperative video shows no impact on the early postoperative clinical outcome after total knee arthroplasty: a prospective, randomized, controlled trial

Arch Orthop Trauma Surg. 2023 Jan 4. doi: 10.1007/s00402-022-04755-0. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of the study was to evaluate the potential of an intraoperatively recorded video shown to patients immediately postoperatively on early outcome after total knee arthroplasty (TKA). The hypothesis was that there is a beneficial outcome concerning range of motion (ROM) and patient-reported outcome due to enhanced trust into the artificial joint.

METHODS: Seventy-three patients were randomly assigned 1:1 to two study groups in which they were either shown a video of their own postoperative range of motion or they were not. Clinically, the New Knee Society Score (nKSS) and ROM were evaluated and compared between the groups 6 weeks after surgery. Chi-square exact test, Kolmogorov-Smirnov test, Mann-Whitney U test, and the Wilcoxon signed rank test were used. Inter- and intra-class correlations were calculated for measurements of ROM.

RESULTS: No clinically relevant differences were observed preoperatively and 6 weeks postoperatively between both groups in range of motion (ROM). All patients were showing a significantly improved clinical outcome 6 weeks after the procedure. Clinical scores showed statistically significant differences with respect to preoperative nKSS for satisfaction and statistically significant differences with respect to postoperative nKSS for function.

CONCLUSION: Showing a video filmed immediately after implantation of primary TKA had no significant effect on ROM and clinical outcome at 6 weeks. We believe that face-to-face verbal communication in combination with video-assisted education ensures that patients understand their artificial joint in the best possible way and will continue to use intraoperatively filmed videos to enhance patient engagement during postoperative rehabilitation.

LEVEL OF EVIDENCE: I.

PMID:36598603 | DOI:10.1007/s00402-022-04755-0

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Nevin Manimala Statistics

Clinical efficacy of hyaluronic acid in the treatment of periodontal intrabony defect: a systematic review and meta-analysis

Clin Oral Investig. 2023 Jan 4. doi: 10.1007/s00784-022-04855-6. Online ahead of print.

ABSTRACT

OBJECTIVE: This systematic review aimed to evaluate the effects of hyaluronic acid (HA) alone or in combination with any bone substitute for the treatment of intrabony defects (IBDs).

MATERIAL AND METHODS: Six databases were searched up to April 2022 to find randomized clinical trials comparing the clinical effects of open flap debridement (OFD) + HA versus OFD alone (first group) or OFD + HA + bone substitutes versus OFD + bone substitutes (second group) in the treatment of IBDs with a follow-up of at least 3 months. Random effects models of mean differences were used to determine the clinical attachment level (CAL) gain, probing depth (PD) reduction, and radiographic bone fill (RBF).

RESULTS: Of the 276 studies identified, 6 were included in the qualitative synthesis, and 5 in the meta-analyses. The meta-analyses in the first group showed a statistically significant differences for CAL gain (mean difference [MD]:1.00; 95% confidence interval [CI]:0.65 – 1.35; n = 2) and PD reduction (MD: 0.76; 95%CI: 0.34 – 1.17; n = 2) favoring HA + OFD at 6 months. However, in the second group, the meta-analyses did no show additional effect of HA in association with bone substitute was demonstrated for either CAL gain (MD: 0.57; 95%CI: – 0.30 – 1.43; n = 2) or PD reduction (MD: 1.05; 95%CI: – 0.38 – 2.47; n = 2) but did show significant differences for RBF (MD: 0.57; 95%CI: 0.15 – 0.99; n = 2) at 12 months.

CONCLUSION: Compared with OFD alone, local application of HA in the treatment of IBDs provided a significant CAL gain and PD reduction at 6 months. However, its combination with bone substitutes showed no statistically significant differences at 12 months.

CLINICAL RELEVANCE: The use of OFD + HA improves the CAL and PD in the treatment of IBDs compared to OFD only after 6 months of follow-up. These results are not maintained after 12 months.

PMID:36598601 | DOI:10.1007/s00784-022-04855-6

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Nevin Manimala Statistics

Efgartigimod improved health-related quality of life in generalized myasthenia gravis: results from a randomized, double-blind, placebo-controlled, phase 3 study (ADAPT)

J Neurol. 2023 Jan 4. doi: 10.1007/s00415-022-11517-w. Online ahead of print.

ABSTRACT

There are substantial disease and health-related quality-of-life (HRQoL) burdens for many patients with myasthenia gravis (MG), especially for those whose disease symptoms are not well controlled. HRQoL measures such as the Myasthenia Gravis Quality of Life 15-item revised (MG-QOL15r) and EuroQoL 5-Dimensions 5-Levels (EQ-5D-5L) are vital for evaluating the clinical benefit of therapeutic interventions in patients with MG, as they assess the burden of disease and the effectiveness of treatment, as perceived by patients. The phase 3 ADAPT study (NCT03669588) demonstrated that efgartigimod-a novel neonatal Fc receptor inhibitor-was well tolerated and that acetylcholine receptor antibody-positive (AChR-Ab+) participants who received efgartigimod had statistically significant improvements in MG-specific clinical scale scores. The ancillary data reported here, which cover an additional treatment cycle, show that these participants had similar significant improvements in HRQoL measures, the MG-QOL15r and EQ-5D-5L utility and visual analog scales, and that these improvements were maintained in the second treatment cycle. Positive effects on HRQoL were rapid, seen as early as the first week of treatment in both treatment cycles, and maintained for up to 4 weeks in the follow-up-only portion of treatment cycles. The pattern of improvements in HRQoL paralleled changes in immunoglobulin G level, and correlational analyses show that improvements were consistent across HRQoL measures and with clinical efficacy measures in the ADAPT study. The substantial and durable improvements in HRQoL end points in this study demonstrate the broader benefit of treatment with efgartigimod beyond relief of immediate signs and symptoms of gMG.

PMID:36598575 | DOI:10.1007/s00415-022-11517-w

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Diagnostic value of transperineal ultrasound in patients with stress urinary incontinence (SUI): a systematic review and meta-analysis

World J Urol. 2023 Jan 4. doi: 10.1007/s00345-022-04264-0. Online ahead of print.

ABSTRACT

PURPOSE: We aimed to analyze the diagnostic value of transperineal ultrasound in patients with stress urinary incontinence (SUI) using evidence-based methods.

METHODS: A comprehensive search of the studies on the diagnosis of SUI by transperineal ultrasound in PubMed, EMBASE, MEDLINE, Cochrane library, Medicine, Web of Science, and clinicaltrials.gov databases on August 1, 2022. Studies were included if they met the inclusion criteria and were evaluated by different quality evaluation methods according to study types. Various ultrasound parameters were collected and counted to analyze and judge the diagnostic value of transperineal ultrasound in SUI patients.

RESULTS: A total of 13 studies with 1563 participants were finally included. The combined statistics showed no significant difference in age and parity among the included patients, and the BMI of the SUI group was slightly higher than that of the normal population (MD 1.20, 95%CI 0.68-1.72). The results indicated that compared with the normal population, the α angle (MD 15.56, 95%CI 9.93-21.90), β angle (at rest: MD 10.02 mm, 95%CI 1.95-18.09; at Valsalva: MD 22.40 mm, 95%CI 13.79-31.01), bladder neck descent (MD 6.82 mm, 95%CI 4.49-9.14), area of hiatus (MD 2.83 cm2, 95%CI 0.71-4.94) and bladder neck funneling (RR 4.71, 95%CI 1.08-20.62) of SUI patients were significantly different, which illustrated the potential value of transperineal ultrasound in diagnosing SUI.

CONCLUSION: Evidence-based medicine was applied to statistically analyze published articles on the diagnostic value of transperineal ultrasound in SUI. The results suggested that transperineal ultrasound had application value in the diagnosis of SUI and had the potential to become a routine examination method to assist clinical decision-making.

PMID:36598556 | DOI:10.1007/s00345-022-04264-0

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Nevin Manimala Statistics

Impact of high-sensitivity troponin elevation and dynamic changes on 90-day mortality in patients with acute ischemic stroke after mechanical thrombectomy: results from an observational cohort

J Neurointerv Surg. 2022 Dec 12:jnis-2022-019682. doi: 10.1136/jnis-2022-019682. Online ahead of print.

ABSTRACT

BACKGROUND: A study was undertaken to evaluate the impact of high-sensitivity cardiac troponin I (hs-cTnI) elevation and hs-cTnI dynamic changes on 90-day mortality in patients with acute ischemic stroke (AIS) treated with mechanical thrombectomy (MT).

METHODS: Patients with AIS receiving MT were included in the study. Sixty hours after AIS onset, hs-cTnI levels were measured before and after MT to determine elevated and dynamic changes. Patients were stratified into either normal or hs-cTnI elevation groups according to the pre-MT hs-cTnI cut-off value of 0.03 ng/L. hs-cTnI dynamic changes were defined as an increase or decrease of more than 20% pre-MT and post-MT, and at least one hs-cTnI level >0.03 ng/L. Multivariate Cox regression models were used to investigate the association between hs-cTnI elevation, hs-cTnI dynamic changes, and 90-day mortality in patients with AIS after MT.

RESULTS: A total of 423 patients with AIS after MT were included in our final analysis, of whom only 72 (17%) showed hs-cTnI elevation. Post-MT hs-cTnI retesting was performed in 354 patients, and 90 (25.4%) patients presented with hs-cTnI dynamic changes. 119 patients died within 90 days. After adjusting for potential confounding factors, the Cox regression model showed that patients with hs-cTnI dynamic changes, rather than hs-cTnI elevation, were associated with 90-day mortality (p<0.05). Compared with the hs-cTnI non-dynamic changes, these results showed that a statistical association was present between rising hs-cTnI dynamic changes and 90-day mortality (p>0.05).

CONCLUSIONS: hs-cTnI dynamic changes, dominated by the rising pattern rather than hs-cTnI elevation, were independent factors associated with 90-day mortality in patients with AIS after MT, especially in elderly subjects.

PMID:36597941 | DOI:10.1136/jnis-2022-019682

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Nevin Manimala Statistics

Title: Integrative systems immunology uncovers molecular networks of the cell cycle that stratify COVID-19 severity

J Med Virol. 2023 Jan 4. doi: 10.1002/jmv.28450. Online ahead of print.

ABSTRACT

Several perturbations in the number of peripheral blood leukocytes, such as neutrophilia and lymphopenia associated with Coronavirus disease 2019 (COVID-19) severity, point to systemic molecular cell cycle alterations during severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection. However, the landscape of cell cycle alterations in COVID-19 remains primarily unexplored. Here, we performed an integrative systems immunology analysis of publicly available proteome and transcriptome data to characterize global changes in the cell cycle signature of COVID-19 patients. We found significantly enriched cell cycle-associated gene co-expression modules and an interconnected network of cell cycle-associated differentially expressed proteins (DEPs) and genes (DEGs) by integrating the molecular data of 1,469 individuals (981 SARS-CoV-2 infected patients and 488 controls [either healthy controls or individuals with other respiratory illnesses]). Among these DEPs and DEGs are several cyclins (CCNs), cell division cycles (CDCs), cyclin-dependent kinases (CDKs), and mini-chromosome maintenance (MCMs) proteins. COVID-19 patients partially shared the expression pattern of some cell cycle-associated genes with other respiratory illnesses but exhibited some specific differential features. Notably, the cell cycle signature predominated in the patients’ blood leukocytes (B, T, and NK cells) and was associated with COVID-19 severity and disease trajectories. These results provide a unique global understanding of distinct alterations in cell cycle-associated molecules in COVID-19 patients, suggesting new putative pathways for therapeutic intervention. This article is protected by copyright. All rights reserved.

PMID:36597912 | DOI:10.1002/jmv.28450