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Nevin Manimala Statistics

Lymphocyte-to-monocyte ratio is a predictor of clinically significant prostate cancer at prostate biopsy

Prostate. 2021 Sep 13. doi: 10.1002/pros.24222. Online ahead of print.

ABSTRACT

BACKGROUND: Inflammation plays critical roles at different stages of carcinogenesis and cancer progression. Several previous studies showed conflicting results for the predictive role of systemic inflammation markers in the detection of clinically significant prostate cancers (CSPCs). We aimed to determine the predictive roles of lymphocyte-to-monocyte (LMR) and eosinophil-to-lymphocyte ratios (ELR) in the detection of CSPC at standard 12-core transrectal ultrasound-guided prostate biopsy (12-core-TRUS-Bx) using our large-cohort database.

METHODS: Clinical and pathological data of a total of 1740 men, who underwent initial standard 12-core TRUS-Bx, were analyzed. LMR and ELR were calculated from the prebiopsy complete blood count. Definitions of CSPC, LMR, and ELR were “Gleason grade group ≥2,” “the lymphocyte counts/the monocyte counts,” and “the eosinophil counts/the lymphocyte counts,” respectively.

RESULTS: Median (interquartile range) of serum prostate-specific antigen (PSA) level and prostatic volume before TRUS-Bx were 7.59 (5.02-13.12) ng/ml and 38.2 (29.0-52.9) ml, respectively. Benign prostatic lesions, clinically insignificant prostate cancers (CIPCs), and CSPCs were detected in 1179 (67.8%), 180 (10.3%), and 381 (21.9%) patients, respectively. The patients with CSPCs had older age, a higher prevalence of diabetes mellitus or hypertension, a higher rate of digital rectal examination abnormality, higher serum PSA level, lower serum testosterone level, and lower LMR than those with benign lesions or CIPCs. However, there was no difference in ELR among the three (benign lesions, CIPCs and CSPCs). In all the patients, multivariate regression analysis showed that lower LMR was an independent predictor of CSPCs compared with ELR. In the subset of men with prostate volume ≥39.3 ml, lower LMR was an independent predictor of CSPCs compared with ELR. In the subset of men with prostate volume <39.3 ml, men with lower LMR showed the tendency of having a higher probability of CSPCs without any statistical significance on the contrary to ELR.

CONCLUSIONS: Our data indicate that LMR can play an independent predictive role in the detection of CSPCs at initial 12-core-TRUS-Bx compared with ELR. The predictive role of the LMR appears to be significant for men with larger prostate volume rather than those with smaller prostate volume.

PMID:34516662 | DOI:10.1002/pros.24222

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Nevin Manimala Statistics

Pulpal and Periapical Status of the Vital Teeth Used As Abutment for Fixed Prosthesis – A Systematic Review and Meta-Analysis

J Prosthodont. 2021 Sep 13. doi: 10.1111/jopr.13433. Online ahead of print.

ABSTRACT

PURPOSE: This is a systematic review aimed to identify the incidence of pulp necrosis and/or periapical changes among vital teeth which are used as an abutment for crown and fixed partial dentures (FPDs).

MATERIALS AND METHODS: Two reviewers independently searched two electronic databases, PubMed and Scopus. The search was complemented from references of included studies and published reviews. Studies published in the English language through January 2021 that had assessed and documented the clinical and radiographic failure of crown or FPD in vital permanent teeth due to pulpal or periapical pathology with a follow-up of at least 12 months were selected. Data screening, data collection and extraction of data was performed. Quality of studies involved was analyzed using the Newcastle-Ottawa Quality Assessment Scale for cohort studies. Meta-analysis was done using random effects model. Publication bias was assessed using funnel plots.

RESULTS: Electronic searches provided 10,075 records among which 20 studies were selected for systematic review and 7 studies were selected for meta-analysis. With respect to quality assessment, all the studies involved were considered as high quality as the score in scale ranged between 6 and 9 as per the Newcastle-Ottawa Quality Assessment Scale for cohort studies. The meta-analyses showed that there was no statistically significant difference in the incidence of the loss of pulp vitality or pulp necrosis through clinical and radiographic examination with the follow up period of 5 years: P < .001, 95% CI: 0.96-1.00, I2 = 77.84%; 10 years: P < .001, 95% CI: 0.88-0.95, I2 = 93.59%; 15 years: P < .001, 95% CI: 0.92-0.96, I2 = 94.83%; and 20 years: P < .001, 95% CI: 0.94-0.96, I2 = 95.01%.

CONCLUSIONS: The meta-analysis revealed clinical and radiographic success rate ranging between 92% to 98% at different follow up periods ranging between 5 years and 20 years. Future high-quality randomized clinical controlled trials with a larger population are required to confirm the evidence as only observational studies were considered in this paper. This article is protected by copyright. All rights reserved.

PMID:34516686 | DOI:10.1111/jopr.13433

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Nevin Manimala Statistics

Using Real-Time Area VOC Measurements to Estimate Total Hydrocarbons Exposures to Workers Involved in the Deepwater Horizon Oil Spill

Ann Work Expo Health. 2021 Sep 13:wxab066. doi: 10.1093/annweh/wxab066. Online ahead of print.

ABSTRACT

Even though the Deepwater Horizon oil spill response and clean-up (OSRC) had one of the largest exposure monitoring efforts of any oil spill, a number of exposure groups did not have sufficient personal data available or there were gaps in days measured to adequately characterize exposures for the GuLF STUDY, an epidemiologic study investigating the health of the OSRC workers. Area measurements were available from real-time air monitoring instruments and used to supplement the personal exposure measurements.

OBJECTIVES: The objective was to present a method that used real-time volatile organic compounds (VOCs) area measurements transformed to daily total hydrocarbons (THC) time-weighted averages (TWAs) to supplement THC personal full-shift measurements collected using passive charcoal badges. A second objective was to develop exposure statistics using these data for workers on vessels piloting remotely operated vehicle (ROV) vessels and other marine vessels (MVs) not at the job title level, but at the vessel level.

METHODS: From hourly vessel averages derived from ~26 million real-time VOC measurements, we estimated full-shift VOC TWAs. Then, we determined the relationship between these TWAs and corresponding full-shift THC personal measurements taken on the same vessel-day. We used this relationship to convert the full-shift VOC measurements to full-shift ‘THC’ TWA estimates when no personal THC measurements existed on a vessel-day. We then calculated arithmetic means (AMs) and other statistics of THC exposures for each vessel.

RESULTS: The VOC-derived estimates substantially supplemented the THC personal measurements, with the number of vessel-days for which we have exposure estimates increasing by ~60%. The estimates of the AMs are some of the highest observed in the GuLF STUDY. As expected, the AMs decreased over time, consistent with our findings on other vessels.

CONCLUSIONS: Despite the inherent limitations of using real-time area measurements, we were able to develop additional daily observations of personal THC exposures for workers on the ROV vessels and other MVs over time. The estimates likely resulted in more representative estimates of the AMs in the GuLF STUDY. The method used here can be applied in other occupational settings and industries for personal exposure estimation where large amounts of area measurements and more limited numbers of personal measurements are available.

PMID:34516617 | DOI:10.1093/annweh/wxab066

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Nevin Manimala Statistics

Effect of Selenium and Vitamin E on the Level of Sperm HSPA2+, Intracellular Superoxide Anion and Chromatin Integrity in Idiopathic Asthenoteratozoospermia: A Double-Blind, Randomized, Placebo- Controlled Trial

Urol J. 2021 Sep 13. doi: 10.22037/uj.v18i.6325. Online ahead of print.

ABSTRACT

PURPOSE: Male infertility accounts for about half of all infertility cases. Asthenoteratozoospermia is a severe form of male infertility. Free radicals play an important role in infertility. In a study we found that asthenoteratozoospermic men had a lower mean percentage of sperm HSPA2+ and higher intracellular anion superoxide than normozoospermia. Antioxidants are thought to be able to counteract the negative effects of free radicals. We explored the efficacy of vitamin E in combination with Se on the level of sperm HSPA2+, intracellular anion superoxide and chromatin integrity in these patients.

MATERIALS AND METHODS: 60 patients entered the study. They were randomized to treatment group of oral Se (200 μg) in combination with vitamin E (400 units) for 3 months (n= 30) or placebo (n= 30). Semen samples were obtained and assessed for sperm parameters, intracellular O2-, protamine deficiency, sperm HSPA2+ and apoptotic spermatozoa at baseline and after treatment phase.

RESULTS: There were no significant differences in baseline semen parameters, intracellular O2- protamine deficiency, sperm HSPA2+ and apoptotic spermatozoa between the treatment and placebo groups. There was a statistically significant decrease in sperm apoptosis and the level of anion superoxide (P=.001) and an increase in sperm motility and viability (P=.001) in the treated group, but no significant difference was found in the percentage of sperm HSPA2+ and sperm protamine deficiency compared with baseline. Moreover, no significant change was found in these parameters in placebo group after 3 months.

CONCLUSION: Our results showed that administration of vitamin E and selenium for three months may improve sperm motility and viability by decreasing intracellular anion superoxide and sperm apoptosis in asthenoteratozoospermic infertile men. We suggest that consuming these supplements before assisted reproductive technology (ART) may improve outcomes in these patients.

PMID:34516655 | DOI:10.22037/uj.v18i.6325

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Nevin Manimala Statistics

Attitude of youth towards self-employment: Evidence from university students in Yemen

PLoS One. 2021 Sep 13;16(9):e0257358. doi: 10.1371/journal.pone.0257358. eCollection 2021.

ABSTRACT

This study assesses whether final-year undergraduate students at Sana’a University, Yemen intend to start their own business. The study employs the theory of planned behaviour and two environmental factors to explore whether the theory’s behavioural factors and the contextual factors of Lüthje & Franke’s model have an impact on students’ intentions to start their own business. A questionnaire survey with a random sample of 335 final-year university students from the largest public university in Yemen has been conducted. Data has been analysed using descriptive statistics, Pearson’s correlation and structural equation modelling. The findings indicate that students’ perceptions of entrepreneurship have a strong, direct impact on self-employment intention, excluding social norms and entrepreneurial self-efficacy. Students’ self-employment intention is directly affected by perceived barriers and support factors in the entrepreneurship-related context. To increase their entrepreneurial abilities, university students require more training and education to be able to start new businesses. Developing entrepreneurial skills among citizens may improve the societal norms of business. The outcomes provide significant implications for policymakers, academic communities and international bodies.

PMID:34516592 | DOI:10.1371/journal.pone.0257358

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Nevin Manimala Statistics

Occupational injuries and psychological support in Chinese nurses: a cross-sectional study

Rev Esc Enferm USP. 2021 Sep 13;55:e20200422. doi: 10.1590/1980-220X-REEUSP-2020-0422. eCollection 2021.

ABSTRACT

OBJECTIVE: To assess the occupational injuries and psychological support received by nurses and to investigate the relationship between the two.

METHOD: This was a nation-wide cross-sectional study of nurses working across 1858 hospitals in China. Data were collected using an online structured, self-administered questionnaire between 2016 and 2017.

RESULTS: Nearly half of respondents had experienced aggressive behavior from patients or their attendants; 13.4% respondents had experienced aggressive behavior on more than three occasions. 78.96% respondents had experienced needle-stick injuries and 51.22% had experienced psychological trauma. 20.5% respondents believed that hospitals do not pay any attention to occupational safety. 86.1% respondents expressed the need for little or moderate psychological support. Nurses who had experienced aggressive behavior expressed a greater need for psychological support. Nurses working at hospitals that adequately addressed the occupational safety issues expressed the lowest need for psychological support.

CONCLUSION: We found a high prevalence of psychological stress and occupational injuries among nurses. Nursing managers need to address this issue and implement interventions to prevent and reduce injuries.

PMID:34516601 | DOI:10.1590/1980-220X-REEUSP-2020-0422

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Nevin Manimala Statistics

Ultra short time to Echo (UTE) MRI for cephalometric analysis-Potential of an x-ray free fast cephalometric projection technique

PLoS One. 2021 Sep 13;16(9):e0257224. doi: 10.1371/journal.pone.0257224. eCollection 2021.

ABSTRACT

OBJECTIVES: A novel magnetic resonance imaging (MRI) scan protocol is presented on the basis of ultra-short time to echo (UTE). By this MRI cephalometric projections (MCPs) can be acquired without the need of post processing in one shot. Different technical parameterizations of the protocol are performed. Their impact on the performance of MCPs is evaluated in comparison to the gold standard-the lateral cephalometric radiography (LCR) for cephalometric analysis (CA) in orthodontics.

METHODS: Seven MCPs with various scan parameters influencing the scan duration and one LCR are used from one subject. 40 expert assessors performed CA for 14 predefined cephalometric landmarks. Relative metric distances and absolute angular measurements were calculated. Statistical analysis is presented and the deviations are highlighted to demonstrate the potential of the method for further analysis.

RESULTS: The MCPs are acquired in 5-154 seconds, depending on resolution and contrast. Mean relative distances were 2.4-2.7 mm in MCPs and 1.6 mm in LCR, which demonstrate the accuracy and level of agreement of the expert assessors in identifying anatomical landmarks. In comparison to other studies, the presented MCP performed similar in angular analysis and demonstrated on average deviation of 1.2° ±1.1° in comparison to LCR. Despite the point articulare (Ar) and the related gonial angle the calculate distances and angles show outcomes in the range of ±2°/2mm.

CONCLUSIONS: MCPs can be acquired much faster in comparison to other techniques known from literature for CA. This study demonstrated the potential of the new method and showed first feasible results. Further research is needed to analyze the performance on a broad range of patients.

PMID:34516568 | DOI:10.1371/journal.pone.0257224

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Nevin Manimala Statistics

The interactive effects of non-alcoholic fatty liver disease and hemoglobin concentration in the first trimester on the development of gestational diabetes mellitus

PLoS One. 2021 Sep 13;16(9):e0257391. doi: 10.1371/journal.pone.0257391. eCollection 2021.

ABSTRACT

Gestational diabetes mellitus (GDM) is associated with adverse perinatal and maternal outcomes. Epidemiological studies have reported that non-alcoholic fatty liver disease (NAFLD) and a high hemoglobin (Hb) concentration are risk factors for GDM in the middle trimester. However, no consistent conclusions have been reached, especially in Chinese pregnant women. A case-control study was conducted to better understand the associations between NAFLD and Hb concentration in the first trimester and the risk of GDM and their interactive effects. Multivariable logistic regression analysis and a cross-product term of Hb and steatosis were used to evaluate the associations between first trimester Hb concentration, steatosis, and GDM and their interactive effects. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using two-sided statistical tests at an alpha level of 0.05. For the study, 1,017 normal pregnant women, and 343 pregnant women diagnosed with GDM (25.22%) were recruited from the First Hospital of Shanxi Medical University, Shanxi Province, China. NAFLD-associated steatosis was found to be independent risk factors for developing GDM compared with grade 0 steatosis, with ORs of 1.98 (95% CI: 1.35-2.89) and 2.27 (95% CI:1.29-3.96), respectively. Meanwhile, a high Hb concentration was found to be a risk factor for developing GDM compared with the normal Hb concentration (OR = 1.88; 95% CI:1.24-2.83). The risk of developing GDM was more pronounced among pregnant women who had both high-grade steatosis and higher Hb concentrations during their first trimester (OR = 6.24; 95% CI: 1.81-23.66). However, we found no significant interactions between Hb concentration and steatosis grade. In conclusion, our study confirmed that a high Hb concentration and NAFLD-associated steatosis during the first trimester play important roles in predicting the risk of GDM in Chinese women. Future studies are required to verify the interactive effects between NAFLD-associated steatosis and Hb concentration.

PMID:34516586 | DOI:10.1371/journal.pone.0257391

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Nevin Manimala Statistics

The health-economy trade-off during the Covid-19 pandemic: Communication matters

PLoS One. 2021 Sep 13;16(9):e0256103. doi: 10.1371/journal.pone.0256103. eCollection 2021.

ABSTRACT

How do people balance concerns for general health and economic outcomes during a pandemic? And, how does the communication of this trade-off affect individual preferences? We address these questions using a field experiment involving around 2000 students enrolled in a large university in Italy. We design four treatments where the trade-off is communicated using different combinations of a positive framing that focuses on protective strategies and a negative framing which refers to potential costs. We find that positive framing on the health side induces students to give greater relevance to the health dimension. The effect is sizeable and highly effective among many different audiences, especially females. Importantly, this triggers a higher level of intention to adhere to social distancing and precautionary behaviors. Moreover, irrespective of the framing, we find a large heterogeneity in students’ preferences over the trade-off. Economics students and students who have directly experienced the economic impact of the pandemic are found to give greater value to economic outcomes.

PMID:34516549 | DOI:10.1371/journal.pone.0256103

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Nevin Manimala Statistics

Marketable value estimation of patents using ensemble learning methodology: Focusing on U.S. patents for the electricity sector

PLoS One. 2021 Sep 13;16(9):e0257086. doi: 10.1371/journal.pone.0257086. eCollection 2021.

ABSTRACT

Patent valuation is required to revitalize patent transactions, but calculating a reasonable value that consumers and suppliers could satisfy is difficult. When machine learning is used, a quantitative evaluation based on a large volume of data is possible, and evaluation can be conducted quickly and inexpensively, contributing to the activation of patent transactions. However, due to patent characteristics, securing the necessary training data is challenging because most patents are traded privately to prevent technical information leaks. In this study, the derived marketable value of a patent through event study is used for patent value evaluation, matching it with the semantic information from the patent calculated using latent Dirichlet allocation (LDA)-based topic modeling. In addition, an ensemble learning methodology that combines the predicted values of multiple predictive models was used to determine the prediction stability. Base learners with high predictive power for each fold were different, but the ensemble model that was trained on the base learners’ predicted values exceeded the predictive power of the individual models. The Wilcoxon rank-sum test indicated that the superiority of the accuracy of the ensemble model was statistically significant at the 95% significance level.

PMID:34516562 | DOI:10.1371/journal.pone.0257086