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Nevin Manimala Statistics

Analysis of the outer retinal thickness pixel maps for the screening of hydroxychloroquine retinopathy

Int Ophthalmol. 2022 Nov 21. doi: 10.1007/s10792-022-02573-2. Online ahead of print.

ABSTRACT

PURPOSE: To describe the findings and new interpretation methods of retinal thickness maps in the setting of hydroxychloroquine (HCQ) therapy.

METHODS: A case series of 27 patients with a history of HCQ intake of more than 5 years and 21 normal subjects as the control group were studied. Patients were tested using swept-source optical coherence tomography (OCT). Custom-made 10 × 10 retinal thickness pixel maps of the 6 mm⨯6 mm area centered on the fovea were created for the full, inner, and outer retina of each eye and normal values obtained from the control group were used to calculate the statistical significance of each pixel and highlight suspicious pixels. A pixel was shown with light or dark gray color if its p value was ≤ 0.05 or ≤ 0.01, respectively. Cross-sectional OCT images and visual fields were examined as well and used to confirm the diagnosis of HCQ retinopathy.

RESULTS: The pixel outer retinal thickness maps appeared accurate in detecting lesions even in eyes with unremarkable full retina thickness maps. The size and location of atrophic retinal defects were shown on pixel maps. Outer retinal thickness maps were able in differentiating outer retinal thinning from inner retinal thinning as the hallmark of HCQ retinopathy.

CONCLUSION: Outer retinal thickness pixel maps can be used for the screening of HCQ retinopathy.

PMID:36414851 | DOI:10.1007/s10792-022-02573-2

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Nevin Manimala Statistics

The Effectiveness of Granulocyte Colony-Stimulating Factor (G-CSF) Against Experimental Ischemia-Reperfusion Injury in Rat Ovaries and Its Effect on In Vitro Fertilization Outcomes

Reprod Sci. 2022 Nov 22. doi: 10.1007/s43032-022-01132-5. Online ahead of print.

ABSTRACT

Local ischemic damage resulting from ovarian torsion is a common cause of decreased follicular activity and infertility. It was aimed to evaluate the effect of granulocyte colony-stimulating factor (G-CSF) protection on in vitro fertilization (IVF) results against experimental ischemic (I) and ischemic-reperfusion (I/R) injury in rat ovaries. The study consisted of 35 adult female Sprague-Dawley albino rats (sham, ischemia, I/R, I + G-CSF, and I/R + G-CSF) randomly assigned to 5 groups, each containing 7 rats. While bilateral adnexal torsion was applied to the ischemia groups for 3 h, detorsion was applied to the reperfusion groups. Intraperitoneal 100 IU/kg G-CSF was administered 30 min prior to ischemia (I + G-CSF) or reperfusion (I/R + G-CSF). After ovulation induction (intraperitoneal 150-300 IU/kg PMSG), the oocytes were collected and IVF was applied. Statistically significant differences were observed between the collected oocyte numbers in I and I + G-CSF, I/R, and I/R + G-CSF groups (P values were P = 0.001 for the I-I + G-SCF groups and P = 0.003 for I/R-IR + G-CSF, respectively). An increase in the number of MII oocytes obtained was observed in the I + G-CSF and I/R + G-CSF groups compared to the I and I/R groups. Grade 1 and grade 2 embryo numbers were statically different between the I/R and I/R + G-CSF groups (P values were P = 0.023 for grade 1 embryos and P = 0.045 for grade 2 embryos, respectively). G-CSF treatment was found to be effective in reducing I- and I/R-induced ovarian damage.

PMID:36414821 | DOI:10.1007/s43032-022-01132-5

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Nevin Manimala Statistics

An integrated model of UTAUT2 to understand consumers’ 5G technology acceptance using SEM-ANN approach

Sci Rep. 2022 Nov 21;12(1):20056. doi: 10.1038/s41598-022-24532-8.

ABSTRACT

It has been a decade since the first extensive study on the internet’s adoption and use was conducted. Circumstances have changed in the last decade internet has become an essential need for every human being. Socio-psychological, economic, and personal factors play a significant role in shaping human behaviour. But their role in shaping consumer behaviour toward 5G is still unexplored. In order to determine the impact of socio-psychological elements on 5G technology adoption intention, the study integrated curiosity, perceived value, functional value, and environmental awareness into UTAUT2 and analyzed how they interact. Instead of relying on linear models, this study employed a dual-stage SEM-ANN approach because customers’ decision-making process to adopt new technology is complex. Valid responses from 840 respondents were collected, investigated, and ranked using the deep learning ANN approach. All predictors were found statistically significant except social influence. ANN sensitivity analysis revealed that newly integrated predictors (environmental awareness, curiosity) are surprisingly the most important predictors, followed by facilitating conditions and perceived satisfaction. SEM-ANN hybrid two-step deep learning approach explained 83.6% variance higher than the baseline model (UTAUT2). The study improved UTAUT2 by adding new variables and expanding its canvas to predict user technology adoption. This will show how consumers react to 5G services and help telecoms grow into new markets.

PMID:36414788 | DOI:10.1038/s41598-022-24532-8

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Nevin Manimala Statistics

Behavioral, cognitive, emotional and social engagement in mathematics learning during COVID-19 pandemic

PLoS One. 2022 Nov 22;17(11):e0278052. doi: 10.1371/journal.pone.0278052. eCollection 2022.

ABSTRACT

A meaningful engagement of learners is critical in the quality teaching and learning of mathematics at school level. Learner engagement has been an ongoing issue in mathematics classrooms in Nepal and elsewhere. In this context, this study aimed to examine the level of engagement (behavioral, social, emotional, and cognitive activities) and their association with learning mathematics through the virtual mode of instruction during the pandemic. The cross-sectional online survey design was employed among 402 secondary-level mathematics teachers in Nepal. Descriptive statistics, correlation, and structural equation modeling were the major statistical techniques used in research. The findings indicate that the level of behavioral, social, emotional, and cognitive engagement of students was found to be high in the online mode of instruction. Additionally, cognitive engagement has significant highest impact on social, behavior, and emotional engagement.

PMID:36413743 | DOI:10.1371/journal.pone.0278052

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Nevin Manimala Statistics

The Effect of Oral Care With Black Mulberry Extract on Oral Mucositis, Dry Mouth, and Weight Gain in Patients With Cancer

Clin J Oncol Nurs. 2022 Nov 18;26(6):636-642. doi: 10.1188/22.CJON.636-642.

ABSTRACT

BACKGROUND:  For patients receiving chemotherapy, various oral care therapies are used to treat oral mucositis, but the use of black mulberry extract as an effective treatment has not been widely studied. .

OBJECTIVES:  This study examined whether black mulberry extract is an effective treatment for oral mucositis, dry mouth, and weight gain compared to sodium bicarbonate in patients with cancer. .

METHODS:  The control group (N = 20) received sodium bicarbonate, and the intervention group (N = 20) received black mulberry extract. Mucositis and weight gain were evaluated on days 1, 7, and 15 after oral care application. .

FINDINGS:  For both groups, mean scores indicated a statistically significant decrease in mucositis and dry mouth at all three time points. Mean scores were significantly lower in the intervention group on days 7 and 15. At all three time points, increases in weight were statistically significant for the intervention group but not for the control group. Increased weight gain in the intervention group was statistically significant when comparing the two groups on days 7 and 15.

PMID:36413721 | DOI:10.1188/22.CJON.636-642

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Nevin Manimala Statistics

Nutritional Support: Enteral Nutrition Pathway for Children Undergoing Hematopoietic Stem Cell Transplantation

Clin J Oncol Nurs. 2022 Nov 18;26(6):651-658. doi: 10.1188/22.CJON.651-658.

ABSTRACT

BACKGROUND:  Children undergoing a hematopoietic stem cell transplantation (HSCT) are at a higher risk for malnutrition, which could be reduced by enteral nutrition (EN) support.

OBJECTIVES:  This study evaluated the safety and feasibility of implementing an EN pathway for children undergoing HSCT.

METHODS:  An evidence-based, standardized EN pathway was implemented for children undergoing HSCT. Parenteral nutrition and EN rates were compared among patients pre- and postimplementation, and t tests and chi-square tests were performed.

FINDINGS:  A larger proportion of patients received EN and had an increased number of EN days (8.3 versus 5.3 days) postimplementation, which was clinically significant but not statistically significant. Postimplementation, 15 patients required EN and parenteral nutrition. The EN pathway was safe, but had limited feasibility because of the difficulty of placing and maintaining the nasojejunal tube.

PMID:36413717 | DOI:10.1188/22.CJON.651-658

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Nevin Manimala Statistics

Microrandomized Trials: Developing Just-in-Time Adaptive Interventions for Better Public Health

Am J Public Health. 2022 Nov 22:e1-e10. doi: 10.2105/AJPH.2022.307150. Online ahead of print.

ABSTRACT

Just-in-time adaptive interventions (JITAIs) represent an intervention design that adapts the provision and type of support over time to an individual’s changing status and contexts, intending to deliver the right support on the right occasion. As a novel strategy for delivering mobile health interventions, JITAIs have the potential to improve access to quality care in underserved communities and, thus, alleviate health disparities, a significant public health concern. Valid experimental designs and analysis methods are required to inform the development of JITAIs. Here, we briefly review the cutting-edge design of microrandomized trials (MRTs), covering both the classical MRT design and its outcome-adaptive counterpart. Associated statistical challenges related to the design and analysis of MRTs are also discussed. Two case studies are provided to illustrate the aforementioned concepts and designs throughout the article. We hope our work leads to better design and application of JITAIs, advancing public health research and practice. (Am J Public Health. Published online ahead of print November 22, 2022:e1-e10. https://doi.org/10.2105/AJPH.2022.307150).

PMID:36413704 | DOI:10.2105/AJPH.2022.307150

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Nevin Manimala Statistics

Venous-arterial oxygen saturation and serum lactate in the postoperative period of cardiac surgery

Arch Cardiol Mex. 2022;92(4):469-475. doi: 10.24875/ACM.21000348.

ABSTRACT

INTRODUCTION: Oxygen saturation and lactate are markers of tissue hypoxia; they are obtained from central venous and mixed venous sample of the pulmonary artery. The simultaneous behavior of these parameters in the postoperative period of cardiac surgery is unknown.

OBJECTIVE: To characterize the lactate and oxygen saturation of the venous-arterial circuit of the postoperative patient from cardiac surgery.

METHODS: Design: Analytical cross-sectional. In consecutive patients after cardiac surgery, serum lactate and oxygen saturation of the venous-arterial circuit were obtained. The variables were reported with median (25.75 percentiles). They were analyzed with Kruskal-Wallis ANOVA and respective adjustment, Spearman correlation, the descriptive Bland-Altman statistic and intraclass correlation coefficient (95% confidence interval). A p < 0.05 was considered significant.

RESULTS: 244 blood samples from 61 patients were studied. Women 30 (49%). (Oxygen saturation) [lactate] were: arterial 98 (95.3, 99.4%) and 1.7 (1.1, 2.1); peripheral venous 85 (75.4, 94%) and [1.9 (1.35, 2.3)]; central venous 68.8 (58.74, 70.2%) and 1.8 (1.3, 2.3); mixed central venous 66.8 (61.2, 73.1%) and 1.8 (1.3, 2.2), p < 0.05. The best intraclass correlation coefficient for oxygen saturation were from central vein to mixed central vein 0.856 (0.760,0.914); and lactate: 0.954 (0.923, 0.972).

CONCLUSIONS: The oxygen saturation differs in the venous-arterial circuit unlike lactate where they are similar. The best values of the intraclass correlation coefficient for lactate and oxygen saturation were those obtained in central vein and mixed central vein.

PMID:36413688 | DOI:10.24875/ACM.21000348

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Nevin Manimala Statistics

Use of the Toxicity Index in Evaluating Adverse Events in Anal Cancer Trials: Analysis of RTOG 9811 and RTOG 0529

Am J Clin Oncol. 2022 Dec 1;45(12):534-536. doi: 10.1097/COC.0000000000000955. Epub 2022 Nov 22.

ABSTRACT

Novel toxicity metrics that account for all adverse event (AE) grades and the frequency of may enhance toxicity reporting in clinical trials. The Toxicity Index (TI) accounts for all AE grades and frequencies for categories of interest. We evaluate the feasibility of using the TI methodology in 2 prospective anal cancer trials and to evaluate whether more conformal radiation (using Intensity Modulated Radiation Therapy) results in improved toxicity as measured by the TI. Patients enrolled on NRG/RTOG 0529 or nonconformal RT enrolled on the 5-Fluorouracil/Mitomycin arm of NRG/RTOG 9811 were compared using the TI. Patients treated on NRG/RTOG 0529 had lower median TI compared with patients treated with nonconformal RT on NRG/RTOG 9811 for combined GI/GU/Heme/Derm events (3.935 vs 3.996, P=0.014). The TI methodology is a feasible method to assess all AEs of interest and may be useful as a composite metric for future efforts aimed at treatment de-escalation or escalation.

PMID:36413683 | DOI:10.1097/COC.0000000000000955

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Evaluation of 5 Fraction Stereotactic Body Radiation Therapy (SBRT) for Osseous Renal Cell Carcinoma Metastases

Am J Clin Oncol. 2022 Dec 1;45(12):501-505. doi: 10.1097/COC.0000000000000952. Epub 2022 Nov 14.

ABSTRACT

OBJECTIVES: The best fractionation for stereotactic body radiotherapy (SBRT) in renal cell carcinoma (RCC) metastases has not been well defined. In addition, the literature on outcomes using 5-fraction SBRT in the setting of osseous metastases has not been well reported.

MATERIALS AND METHODS: Thirty-nine patients with 69 RCC osseous metastases were treated using 5-fraction SBRT at a single institution using 2 dose-fractionation schemes. Overall survival and local-control (LC) outcomes of the 2 fractionation schemes were studied using Kaplan-Meier curves.

RESULTS: Of the 69 lesions included in the study, 20 were treated with 30 grays (Gy) in 5 fractions and 49 were treated with 40 Gy in 5 fractions. The median age of patients at diagnosis was 58.4 years. The 1-year LC rate for all treated lesions was 85.5% (59/69) with an LC of 90% (18/20) for lesions receiving 30 Gy and 83.7% (41/49) in lesions receiving 40 Gy. There was no statistically significant difference in 1-year LC rate between the 2 fractionation schemes (P-value, 0.553).

CONCLUSIONS: Patients with osseous RCC metastases undergoing 5 fractions of SBRT had favorable LC outcomes. There was no difference in survival or LC between the 40 Gy and 30 Gy treatment arms.

PMID:36413679 | DOI:10.1097/COC.0000000000000952