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Nevin Manimala Statistics

Do blue light filter applications improve sleep outcomes? A study of smartphone users’ sleep quality in an observational setting

Electromagn Biol Med. 2024 Mar 10:1-10. doi: 10.1080/15368378.2024.2327432. Online ahead of print.

ABSTRACT

Exposure to blue light at bedtime, suppresses melatonin secretion, postponing the sleep onset and interrupting the sleep process. Some smartphone manufacturers have introduced night-mode functions, which have been claimed to aid in improving sleep quality. In this study, we evaluate the impact of blue light filter application on decreasing blue light emissions and improving sleep quality. Participants in this study recorded the pattern of using their mobile phones through a questionnaire. In order to evaluate sleep quality, we used a PSQI questionnaire. Blue light filters were used by 9.7% of respondents, 9.7% occasionally, and 80% never. The mean score of PSQI was more than 5 in 54.10% of the participants and less than 5 in 45.90%. ANOVA test was performed to assess the relationship between using blue light filter applications and sleep quality (p-value = 0.925). The findings of this study indicate a connection between the use of blue light filter apps and habitual sleep efficiency in the 31-40 age group. However, our results align only to some extent with prior research, as we did not observe sustained positive effects on all parameters of sleep quality from the long-term use of blue light filtering apps. Several studies have found that blue light exposure can suppress melatonin secretion, exacerbating sleep problems. Some studies have reported that physical blue light filters, such as lenses, can affect melatonin secretion and improve sleep quality. However, the impact of blue light filtering applications remains unclear and debatable.

PMID:38461462 | DOI:10.1080/15368378.2024.2327432

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Nevin Manimala Statistics

Colposcopic findings to study cervical changes in reproductive age group women using various contraceptives

Arch Gynecol Obstet. 2024 Mar 10. doi: 10.1007/s00404-024-07394-5. Online ahead of print.

ABSTRACT

BACKGROUND: Colposcopy has a key role to play in see-and-treat programs for premalignant cervical lesions. The aim of the study/was to observe cervical changes with a colposcope using the Swede scoring system in fertile age group women using various contraceptives: conventional methods (barrier methods, coitus interruptus), oral contraceptives (OCPs), copper-T and bilateral tubectomy. The aim of the study was to observe and evaluate the colposcopic findings using the Swede scoring system for the diagnosis of premalignant/malignant lesions in reproductive age group women using various contraceptives.

METHODS: This was a prospective observational study, conducted among 200 women of reproductive age group using various contraceptives in a tertiary care institute in North India. PAP smear, direct visual examination, VIA (Visual Inspection with Acetic Acid) examination, colposcopic examination, and (biopsy if indicated) were done. The data were collected, and analysis was done using Microsoft Excel Office Software 2019 version 19.11 and epi info (CDC Atlanta) 7.23.1. Statistical analysis was done using percentages, mean, mode, median, standard deviation, Chi-square, Fisher’s Test, and Anova Test.

RESULTS: We found positive PAP (Papanicolaou test) smears in 61.50%, positive VIA examination in 9%, and positive findings in colposcopic examination in 28.50%, Swede score of 0-3 in 100% (0-91%, 1-2%, 2-6%, and 3-1%) and positive biopsy in 9% subjects. Malignant findings were observed in 1.00% of PAP smears. Colposcopic findings were CIN 1 (cervical intraepithelial neoplasia 1) in 8.5% and CIN 2 in 0.5% subjects. Swede score was zero in 91%, 1 in 2%, 2 in 6%, and 3 in 1% of subjects. HPE (histopathological examination) was chronic cervicitis in 8.50% and mild dysplasia/CIN 1 in 0.5%. No significant statistical associations between contraceptive choice and false-positive test results or disease prevalence was found in any group except Cu-T users p = 0.0184 (especially for CIN 2; p = 0.0109 and CIN 1 more in all groups than Cu-T users). Colposcopy had sensitivity 100%, specificity 91.46% (0/0 = 0%) PPV = 5.56%, NPV = 100%, Accuracy = 91.5% for detecting mild dysplasia/CIN-non-significant (p = 0.055). Our study had mainly low-grade lesions with 100% NPV. With increase in Swede Score, sensitivity increases but at the expense of specificity but it was statistically non-significant (p = 0.055).

CONCLUSIONS: Our study may guide the rational use of colposcopy with Swede scoring for see-and-treat lesions, which is easy and with a low learning curve, as a tool for diagnosis but only in cases where indicated like unhealthy cervix because of the high rate of false-positive results. In low-grade lesions, it is highly useful to rule out the disease.

PMID:38461428 | DOI:10.1007/s00404-024-07394-5

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Nevin Manimala Statistics

Comparative evaluation of shear wave elastography elasticity values in thyroid nodules with cytology results and TI-RADS scoring in differentiation of benign-malignant nodules

Eur Arch Otorhinolaryngol. 2024 Mar 10. doi: 10.1007/s00405-024-08516-0. Online ahead of print.

ABSTRACT

PURPOSE: The aim of this prospective study was to investigate the diagnostic performance of shear wave elastography (SWE) in differentiating benign and malignant thyroid nodules and their correlation with the American College of Radiology Thyroid Imaging Reporting and Data System (ACR TI-RADS).

METHODS: This prospective study included 370 thyroid nodules in 308 patients aged 18-70 years. All the patients underwent B-mode ultrasound (US), Doppler examination, and SWE and were given an ACR TI-RADS risk score before fine needle aspiration biopsy (FNAB) and/or surgery. The correlation between SWE parameters and ACR TI-RADS categories was investigated statistically and compared with histopathologic results. Additionally, the diagnostic performance of SWE was evaluated to distinguish malignant and benign thyroid nodules.

RESULTS: One hundred and thirty-five of the 370 thyroid nodules were malignant, and 235 nodules were benign. The mean shear wave velocity (SWV) value of the malignant nodules (3.70 ± 0.98 m/s) was statistically higher than that of the benign nodules (2.70 ± 0.37 m/s). The best cutoff value of the mean SWV for differentiating benign and malignant nodules was found to be 2.94 m/s (sensitivity 90.4%, specificity 89.9%, positive predictive value 81.3%, negative predictive value 94.1%, p < 0.001). The average score of the nodules according to the ACR TI-RADS was 3.57 ± 1.83 in benign nodules and 7.38 ± 2.69 in malignant nodules (p ≤ 0.001).

CONCLUSION: This study showed that combining SWE and TI-RADS improves the specificity of TI-RADS alone in differentiating benign and malignant nodules.

PMID:38461420 | DOI:10.1007/s00405-024-08516-0

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Nevin Manimala Statistics

Protocol for identifying differentially expressed genes using the RumBall RNA-seq analysis platform

STAR Protoc. 2024 Mar 9;5(1):102926. doi: 10.1016/j.xpro.2024.102926. Online ahead of print.

ABSTRACT

Here, we present a protocol for the identification of differentially expressed genes through RNA sequencing analysis. Starting with FASTQ files from public datasets, this protocol leverages RumBall within a self-contained Docker system. We describe the steps for software setup, obtaining data, read mapping, sample normalization, statistical modeling, and gene ontology enrichment. We then detail procedures for interpreting results with plots and tables. RumBall internally utilizes popular tools, ensuring a comprehensive understanding of the analysis process.

PMID:38461412 | DOI:10.1016/j.xpro.2024.102926

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Nevin Manimala Statistics

Caliper-verified unrestricted kinematically aligned total knee arthroplasty in Asian patients showed efficacious mid- to long-term results regardless of postoperative alignment categories

Knee Surg Sports Traumatol Arthrosc. 2024 Mar 10. doi: 10.1002/ksa.12117. Online ahead of print.

ABSTRACT

PURPOSE: There have been insufficient data regarding the long-term results of unrestricted kinematically aligned total knee arthroplasty (unKATKA) in Asian patients. We investigated mid- to long-term clinical and radiological follow-up data of Korean patients after caliper-verified unKATKA of minimum 7.4-10 years including categorised data of postoperative tibial component, limb and knee alignment. Additionally, we analysed the preoperative distribution and postoperative restoration of coronal plane alignment of knee (CPAK) phenotypes.

METHODS: This study is a retrospective analysis of 63 patients: 96 osteoarthritic underwent consecutive caliper-verified unKATKA between October 2013 and May 2016 by a single surgeon. Implant survivorship was investigated for revision for any reason. Each knee was categorised into an in-range or outlier group by three postoperative alignment parameters: tibial component, knee and limb alignment. Statistical analyses were done for any significant differences in clinical scores and implant survival rates between groups. Finally, all knees were classified into CPAK classification postoperatively and postoperatively. The CPAK restoration rate was calculated.

RESULTS: Among 85 knees in the clinically confirmed group, implant survival was 98.8%. There was one case of revision due to periprosthetic fracture. The percentage postoperatively aligned in the varus (valgus) outlier range was 100% (0%) for tibial component, 16.7% (24.8%) for the knee alignment and 51% (0%) for the limb alignment. All three categories did not affect implant survival or clinical scores. Eighty one out of 96 knees (84.4%) were restored to their CPAK phenotype postoperatively.

CONCLUSION: With the limitation of a case series having a small number of patients and gender deviation, our study suggests that caliper-verified unKATKA could be a good option regardless of geographical variation of constitutional alignment in patients with osteoarthritis (OA).

LEVEL OF EVIDENCE: Level IV, therapeutic study.

PMID:38461403 | DOI:10.1002/ksa.12117

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Experiential learning spaces and student wellbeing: a mixed-methods study of students at three research intensive UK universities

Int Rev Psychiatry. 2023 Nov-Dec;35(7-8):591-604. doi: 10.1080/09540261.2023.2268720. Epub 2023 Oct 20.

ABSTRACT

There is clear evidence that university students are experiencing significant mental health difficulties, further exacerbated by the temporary closure of university campuses during the height of the COVID-19 pandemic. Against this backdrop, our study – Student Wellbeing and Experiential Learning Spaces (SWELS) – explored the role of experiential learning spaces in supporting student wellbeing. We adopted a mixed-methods approach, consisting of an online survey and interviews with students from three research intensive UK Universities. The survey results revealed that compared to the national average of 16-25-year-olds from the UK Office for National Statistics’ (ONS) wellbeing questionnaire, the sampled students exhibited significantly lower levels of life satisfaction, happiness, perceived worthwhileness and higher levels of anxiety. The qualitative results further confirmed that students perceived their wellbeing to be affected by their university experience and the COVID pandemic. However, the results also suggest that experiential learning spaces (such as museums, collections, libraries, and gardens) hold strong potential to support student mental health. Accordingly, the study indicates that diversifying module content and conscientiously considering both physical and digital learning spaces can positively impact students. In short, curricula that are cognisant of the physical learning environment and embed a focus on wellbeing into their content might help to bolster student wellbeing.

PMID:38461379 | DOI:10.1080/09540261.2023.2268720

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Nevin Manimala Statistics

Functional knee brace use for 21 h leads to a longer duration to achieve peak vertical ground reaction forces and the removal of the brace after 17.5 h results in faster loading of the knee joint

Knee Surg Sports Traumatol Arthrosc. 2024 Mar 9. doi: 10.1002/ksa.12135. Online ahead of print.

ABSTRACT

PURPOSE: To investigate the landing strategies used after discontinuing and continuing the use of a functional knee brace (FKB) while performing a drop jump.

METHODS: Following published methodology and power analysis, 23 uninjured male athletes, mean age of 19.4 ± 3.0 years, performed seven tests, during three test conditions (nonbraced, braced and removed brace or continued brace use), over 6 days of 12 testing sessions (S) for a total of 38.5 h. Each subject was provided with a custom-fitted FKB. This study focuses on the single leg drop jump kinetics during S12 when subjects were randomly selected to remove the FKB after 17.5 h or continued use of FKB. The time to peak vertical ground reaction forces (PVGRF) and PVGRF were recorded on landing in eight trials.

RESULTS: After brace removal, a significantly shorter mean time to PVGRF was recorded (9.4 ± 22.9 msec (3.9%), p = 0.005, 95% confidence interval (95% CI): -168.1, 36.1), while continued brace use required a nonsignificant (n.s.) longer mean duration to achieve PVGRF (19.4 ± 53.6 msec (8.9%), n.s., 95% CI: -49.7, 73.4). No significant mean PVGRF difference was found in brace removal (25.3 ± 65.8 N) and continued brace use (25.1 ± 23.0 N).

CONCLUSION: Removal of FKB after 17.5 h of use led to a significantly shorter time to achieve PVGRF, while continued brace use for 21 h required a longer duration to achieve PVGRF, suggesting faster and slower knee joint loading, respectively. Understanding the concerns associated with the use of FKB and the kinetics of the knee joint will assist clinicians in counselling athletes about the risks and benefits of using an FKB.

LEVEL OF EVIDENCE: Level II.

PMID:38461373 | DOI:10.1002/ksa.12135

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Estimation of PM2.5 using high-resolution satellite data and its mortality risk in an area of Iran

Int J Environ Health Res. 2024 Mar 9:1-13. doi: 10.1080/09603123.2024.2325629. Online ahead of print.

ABSTRACT

Satellite-based exposure of fine particulate matters has been seldom used as a predictor of mortality. PM2.5 was predicted using Aerosol Optical Depths (AOD) through a two-stage regression model. The predicted PM2.5 was corrected for the bias using two approaches. We estimated the impact by two different scenarios of PM2.5 in the model. We statistically found different distributions of the predicted PM2.5 over the region. Compared to the reference value (5 µg/m3), 90th and 95th percentiles had significant adverse effect on total mortality (RR 90th percentile:1.45; CI 95%: 1.08-1.95 and RR 95th percentile:1.53; CI 95%: 1.11-2.1). Nearly 1050 deaths were attributed to any range of the air pollution (unhealthy range), of which more than half were attributed to high concentration range. Given the adverse effect of extreme values compared to the both scenarios, more efforts are suggested to define local-specific reference values and preventive strategies.

PMID:38461371 | DOI:10.1080/09603123.2024.2325629

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Nevin Manimala Statistics

Generation of a galactic chronology with impact ages and spiral arm tangents

Sci Rep. 2024 Mar 9;14(1):5790. doi: 10.1038/s41598-024-56397-4.

ABSTRACT

Resolving the role of galactic processes in Solar System/Earth events necessitates a robust temporal model. However, astrophysical theory diverges with models varying from long-lasting spiral density waves with uniform pattern speeds and arm structures to others with fleeting and unpredictable features. Here, we address those issues with (1) an analysis of patterns of impact periodicity over periods of 10 to 250 million years (Myr) using circular statistics and (2), an independent logarithmic spiral arm model fitted to arm tangents of 870 micron dust. Comparison of the impact periodicity results with the best-fit spiral arm model suggests a galactic period of 660 Myr, i.e. 165 Myr to pass from one arm to the next in a four spiral arm model, with the most recent arm passage around 52 million years ago (Ma). The oldest impact ages imply that the emerging galactic chronology model is robust for at least the last 2 Gyr. The arm-passing time is consistent with spectral analyses of zircons across 3 Gyrs. Overall, the model provides a temporal framework against which to test hypotheses of galactic mechanisms for global events such as mass extinctions and superchrons.

PMID:38461319 | DOI:10.1038/s41598-024-56397-4

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Nevin Manimala Statistics

Incorporating genetic similarity of auxiliary samples into eGene identification under the transfer learning framework

J Transl Med. 2024 Mar 9;22(1):258. doi: 10.1186/s12967-024-05053-6.

ABSTRACT

BACKGROUND: The term eGene has been applied to define a gene whose expression level is affected by at least one independent expression quantitative trait locus (eQTL). It is both theoretically and empirically important to identify eQTLs and eGenes in genomic studies. However, standard eGene detection methods generally focus on individual cis-variants and cannot efficiently leverage useful knowledge acquired from auxiliary samples into target studies.

METHODS: We propose a multilocus-based eGene identification method called TLegene by integrating shared genetic similarity information available from auxiliary studies under the statistical framework of transfer learning. We apply TLegene to eGene identification in ten TCGA cancers which have an explicit relevant tissue in the GTEx project, and learn genetic effect of variant in TCGA from GTEx. We also adopt TLegene to the Geuvadis project to evaluate its usefulness in non-cancer studies.

RESULTS: We observed substantial genetic effect correlation of cis-variants between TCGA and GTEx for a larger number of genes. Furthermore, consistent with the results of our simulations, we found that TLegene was more powerful than existing methods and thus identified 169 distinct candidate eGenes, which was much larger than the approach that did not consider knowledge transfer across target and auxiliary studies. Previous studies and functional enrichment analyses provided empirical evidence supporting the associations of discovered eGenes, and it also showed evidence of allelic heterogeneity of gene expression. Furthermore, TLegene identified more eGenes in Geuvadis and revealed that these eGenes were mainly enriched in cells EBV transformed lymphocytes tissue.

CONCLUSION: Overall, TLegene represents a flexible and powerful statistical method for eGene identification through transfer learning of genetic similarity shared across auxiliary and target studies.

PMID:38461317 | DOI:10.1186/s12967-024-05053-6