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Nevin Manimala Statistics

An Educational Intervention to Explore and Overcome Nursing Students’ Breastfeeding Barriers: A mixed-Methods Quasi-experimental Study

J Perinat Neonatal Nurs. 2023 Jun 15. doi: 10.1097/JPN.0000000000000742. Online ahead of print.

ABSTRACT

BACKGROUND: Nursing and midwifery students do not feel adequately prepared during their clinical training to support women who breastfeed, demanding more effective communication skills and knowledge.

AIM: The aim was to evaluate changes in students’ breastfeeding knowledge.

METHODS: This was a mixed-methods quasi-experimental design. Forty students voluntarily participated. Using a 1:1 ratio, 2 groups were randomly created and completed the validated questionnaire ECoLaE (pre-post). The educational program consisted of focus groups, a clinical simulation, and a visit to the local breastfeeding association.

FINDINGS: The control group’s posttest scores ranged from 6 to 20 (mean = 13.1, standard deviation [SD] = 3.0). The intervention group ranged from 12 to 20 (mean = 17.3, SD = 2.3). A Student’s t test for independence samples was calculated (P < .005, t = 4.5, median = 4.2). The intervention group had a mean difference of 10 points in improvement (mean =10.53, SD = 2.20, min = 7, max = 14), whereas the control group had a mean of 6 points (mean = 6.80, SD = 3.03, min = 3, max = 13). The multiple linear regression explained the intervention’s effect. The regression model had statistical significance (F = 4.87, P = 0.004), with an adjusted R2 = 0.31. The linear regression between the posttest scores and group variables after adjusting by age showed an increment of 4.1 points in the intervention posttest scores (P < .005, 95% confidence interval [CI] = 2.1-6.1).

CONCLUSIONS: The educational program “Engage in breaking the barriers to breastfeeding” improved nursing students’ knowledge.

PMID:37319350 | DOI:10.1097/JPN.0000000000000742

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Nevin Manimala Statistics

Drug Design in the Exascale Era: A Perspective from Massively Parallel QM/MM Simulations

J Chem Inf Model. 2023 Jun 15. doi: 10.1021/acs.jcim.3c00557. Online ahead of print.

ABSTRACT

The initial phases of drug discovery – in silico drug design – could benefit from first principle Quantum Mechanics/Molecular Mechanics (QM/MM) molecular dynamics (MD) simulations in explicit solvent, yet many applications are currently limited by the short time scales that this approach can cover. Developing scalable first principle QM/MM MD interfaces fully exploiting current exascale machines – so far an unmet and crucial goal – will help overcome this problem, opening the way to the study of the thermodynamics and kinetics of ligand binding to protein with first principle accuracy. Here, taking two relevant case studies involving the interactions of ligands with rather large enzymes, we showcase the use of our recently developed massively scalable Multiscale Modeling in Computational Chemistry (MiMiC) QM/MM framework (currently using DFT to describe the QM region) to investigate reactions and ligand binding in enzymes of pharmacological relevance. We also demonstrate for the first time strong scaling of MiMiC-QM/MM MD simulations with parallel efficiency of ∼70% up to >80,000 cores. Thus, among many others, the MiMiC interface represents a promising candidate toward exascale applications by combining machine learning with statistical mechanics based algorithms tailored for exascale supercomputers.

PMID:37319347 | DOI:10.1021/acs.jcim.3c00557

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Nevin Manimala Statistics

Wide-Area Debris Field and Seabed Characterization of a Deep Ocean Dump Site Surveyed by Autonomous Underwater Vehicles

Environ Sci Technol. 2023 Jun 15. doi: 10.1021/acs.est.3c01256. Online ahead of print.

ABSTRACT

Disposal of industrial and hazardous waste in the ocean was a pervasive global practice in the 20th century. Uncertainty in the quantity, location, and contents of dumped materials underscores ongoing risks to marine ecosystems and human health. This study presents an analysis of a wide-area side-scan sonar survey conducted with autonomous underwater vehicles (AUVs) at a dump site in the San Pedro Basin, California. Previous camera surveys located 60 barrels and other debris. Sediment analysis in the region showed varying concentrations of the insecticidal chemical dichlorodiphenyltrichloroethane (DDT), of which an estimated 350-700 t were discarded in the San Pedro Basin between 1947 and 1961. A lack of primary historical documents specifying DDT acid waste disposal methods has contributed to the ambiguity surrounding whether dumping occurred via bulk discharge or containerized units. Barrels and debris observed during previous surveys were used for ground truth classification algorithms based on size and acoustic intensity characteristics. Image and signal processing techniques identified over 74,000 debris targets within the survey region. Statistical, spectral, and machine learning methods characterize seabed variability and classify bottom-type. These analytical techniques combined with AUV capabilities provide a framework for efficient mapping and characterization of uncharted deep-water disposal sites.

PMID:37319331 | DOI:10.1021/acs.est.3c01256

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Nevin Manimala Statistics

Airway changes in patients with unilateral cleft lip/palate (UCL/P) after maxillary advancement

Angle Orthod. 2023 Jun 15. doi: 10.2319/110722-764.1. Online ahead of print.

ABSTRACT

OBJECTIVES: To assess the effect on the retropalatal airway (RPA), retroglossal airway (RGA), and total airway (TA) volumes and cephalometrics (SNA, SNB, ANB, PP-SN, Occl-SN, N-A, A-TVL, B-TVL) after maxillary advancement orthognathic surgery in patients with unilateral cleft lip/palate (UCL/P) using cone-beam computed tomography (CBCT).

MATERIALS AND METHODS: The CBCT scans of 30 patients (13 males and 17 females, 17-20 years old) with UCL/P were evaluated at two time points: preoperative (T1) and postoperative (T2). The interval between T1 and T2 ranged from 9-14 weeks, except for two patients in whom the interval was 24 weeks. Intraexaminer reliability was measured with an intraclass correlation coefficient test. A paired t-test was used to compare the airway and cephalometric measurements between T1 and T2, with a P value of .05 being considered significant.

RESULTS: From T1 to T2, significant increases were found in the volumes of RPA (from 9574 ± 4573 to 10,472 ± 4767, P = .019), RGA (from 9736 ± 5314 to 11,358 ± 6588, P = .019), and TA (from 19,121 ± 8480 to 21,750 ± 10,078, P = .002). In addition, the RGA (from 385 ± 134 to 427 ± 165, P = .020) and TA (from 730 ± 213 to 772 ± 238, P = .016) sagittal area increased significantly. For minimal cross-sectional area (MCA), only the RPA increased significantly (from 173 ± 115 to 272 ± 129, P = .002). All cephalometric changes were statistically significant between T1 and T2 except for SNB.

CONCLUSIONS: Maxillary advancement in patients with UCL/P produces statistically significant increases in the retropalatal (volumetric and MCA), retroglossal (volumetric and sagittal), and total (volumetric and sagittal) airways based on data from CBCT imaging.

PMID:37319320 | DOI:10.2319/110722-764.1

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Longitudinal Analysis of Caregiver Burden in Head and Neck Cancer

JAMA Otolaryngol Head Neck Surg. 2023 Jun 15. doi: 10.1001/jamaoto.2023.1283. Online ahead of print.

ABSTRACT

IMPORTANCE: Despite the critical role of caregivers in head and neck cancer (HNC), there is limited literature on caregiver burden (CGB) and its evolution over treatment. Research is needed to address evidence gaps that exist in understanding the causal pathways between caregiving and treatment outcomes.

OBJECTIVE: To evaluate the prevalence of and identify risk factors for CGB in HNC survivorship.

DESIGN, SETTING, AND PARTICIPANTS: This longitudinal prospective cohort study took place at the University of Pittsburgh Medical Center. Dyads of treatment-naive patients with HNC and their caregivers were recruited between October 2019 and December 2020. Eligible patient-caregiver dyads were 18 years or older and fluent in English. Patients undergoing definitive treatment identified a caregiver as the primary, nonprofessional, nonpaid person who provided the most assistance to them. Among 100 eligible dyadic participants, 2 caregivers declined participation, resulting in 96 enrolled participants. Data were analyzed from September 2021 through October 2022.

MAIN OUTCOMES AND MEASURES: Participants were surveyed at diagnosis, 3 months postdiagnosis, and 6 months postdiagnosis. Caregiver burden was evaluated with the 19-item Social Support Survey (scored 0-100, with higher scores indicating more support), Caregiver Reaction Assessment (CRA; scored 0-5, with higher scores on 4 subscales [disrupted schedule, financial problems, lack of family support, and health problems] indicating negative reactions, and higher scores on the fifth subscale [self-esteem] indicating favorable influence); and 3-item Loneliness Scale (scored 3-9, with higher scores indicating greater loneliness). Patient health-related quality of life was assessed using the University of Washington Quality of Life scale (UW-QOL; scored 0-100, with higher scores indicating better QOL).

RESULTS: Of the 96 enrolled participants, half were women (48 [50%]), and a majority were White (92 [96%]), married or living with a partner (81 [84%]), and working (51 [53%]). Of these participants, 60 (63%) completed surveys at diagnosis and at least 1 follow-up. Of the 30 caregivers, most were women (24 [80%]), White (29 [97%]), married or living with a partner (28 [93%]), and working (22 [73%]). Caregivers of nonworking patients reported higher scores on the CRA subscale for health problems than caregivers of working patients (mean difference, 0.41; 95% CI, 0.18-0.64). Caregivers of patients with UW-QOL social/emotional (S/E) subscale scores of 62 or lower at diagnosis reported increased scores on the CRA subscale for health problems (UW-QOL-S/E score of 22: CRA score mean difference, 1.12; 95% CI, 0.48-1.77; UW-QOL-S/E score of 42: CRA score mean difference, 0.74; 95% CI, 0.34-1.15; and UW-QOL-S/E score of 62: CRA score mean difference, 0.36; 95% CI, 0.14-0.59). Woman caregivers had statistically significant worsening scores on the Social Support Survey (mean difference, -9.18; 95% CI, -17.14 to -1.22). The proportion of lonely caregivers increased over treatment.

CONCLUSIONS AND RELEVANCE: This cohort study highlights patient- and caregiver-specific factors that are associated with increased CGB. Results further demonstrate the potential implications for negative health outcomes for caregivers of patients who are not working and have lower health-related quality of life.

PMID:37318816 | DOI:10.1001/jamaoto.2023.1283

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Immediate histopathologic correlation in Turkish population with negative cytology and high-risk human papillomavirus positivity: A retrospective analysis of high-risk human papillomavirus genotype and stratified by age

Diagn Cytopathol. 2023 Jun 15. doi: 10.1002/dc.25182. Online ahead of print.

ABSTRACT

INTRODUCTION: According to the American Society of Colposcopy and Cervical Pathology (ASCCP) recommendations, regardless of age, women with high-risk infections other than human papillomavirus 16/18 positivity (other hrHPV) and negative cytology should not be referred directly to colposcopy. Several studies compared detection rates of ≥high-grade squamous intraepithelial lesion (HSIL) between HPV 16/18 ± 45, and other hrHPV types on colposcopic biopsy.

METHODS: We designed a retrospective study to determine the presence of ≥HSIL in colposcopic biopsy in women with negative cytology and hrHPV positivity during the years 2016-2022.

RESULTS: HPV 16/18/45 had a PPV of 43.8%, while other hrHPV types had a PPV of 29.1% for a tissue diagnosis of ≥HSIL. For a tissue diagnosis of ≥HSIL detection, there was no statistically significant difference between the PPV of other hrHPV and HPV 16/18/45 in patients ≥30. There were only two cases with a tissue diagnosis of ≥HSIL in the other hrHPV group of women under 30 years of age.

CONCLUSION: We suggested that the follow-up recommendations of ASCCP for patients above the age of 30 with negative cytology and other hrHPV positivity may not be fully applicable to countries like Turkey with a different healthcare environment. Referring to patients ≥30 who had other hrHPV positivity and negative cytology to direct colposcopy may be clinically beneficial, particularly in populations where a colposcopic examination is easy and inexpensive.

PMID:37318782 | DOI:10.1002/dc.25182

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Magnetic resonance imaging evaluation of the disc morphology of temporomandibular joint in patients with severe hemophilia

Oral Radiol. 2023 Jun 15. doi: 10.1007/s11282-023-00697-4. Online ahead of print.

ABSTRACT

OBJECTIVES: This study aimed to assess the morphological differences in the articular disc (AD) between hemophilic patients and healthy individuals of the control group for further association with signs and symptoms.

METHODS: Fourteen severe hemophilic patients had their AD evaluated by magnetic resonance imaging (MRI). The morphological findings were compared to those of a control group consisting of 14 healthy individuals. MRI was used to evaluate all the components of the temporomandibular (TMJ), including the AD, resulting in sequential T1-weighted parasagittal images. All the images were acquired with teeth in maximum intercuspation position.

RESULTS: Morphological alterations showed significant statistical differences (P-value = 0.0068), whereas no statistical differences were found in the other variables, including TMJ pain, headache, bruxism and mouth opening limitation. In the group of non-hemophilic individuals, only two (14.29%) presented AD with non-biconcave features, whereas in the group of hemophilic patients, nine (64.29%) presented AD with a morphology other than biconcave.

CONCLUSIONS: In patients with severe hemophilia, there seems to be a pattern of morphological alterations in the articular disc over time. The standard biconcave morphology of AD tends to change into other ones, particularly biplanar, hemiconvex and folded.

PMID:37318743 | DOI:10.1007/s11282-023-00697-4

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Nevin Manimala Statistics

Assessing the competitiveness of Indian solar power industry using the extended Five Forces Model: a green innovation perspective

Environ Sci Pollut Res Int. 2023 Jun 15. doi: 10.1007/s11356-023-28140-5. Online ahead of print.

ABSTRACT

India’s demand-supply imbalance electricity market results from the country’s rapid population growth and extensive industrialization. Due to increased costs, many residential and commercial customers have difficulty paying their electric bills. Households with lower incomes are confronted with the most severe energy poverty in the entire country. A sustainable and alternative form of energy is required to solve these issues. Solar energy is a sustainable energy choice for India; however, the solar industry faces many issues. One of them is managing end-of-life cycle photovoltaic (PV) waste, as massive deployment of solar energy capacity has resulted in generating large amounts of PV waste, ultimately affecting environmental and human health. Therefore, this research employs “Porter’s Five Forces Model” to analyze the factors that significantly impact the competitiveness of India’s solar power industry. The inputs for this model consist of semi-structured interviews conducted with experts in the solar power industry on various solar energy-related issues and a critical analysis of the national policy framework using the relevant literature and official statistics. The impact of five significant stakeholders of the solar power industry on solar power generation in India is evaluated: buyers, suppliers, competitors, substitutes, and potential competitors. Research findings indicate the Indian solar power industry’s current status, challenges, competition environment, and future estimates. This study will help the government and stakeholders to understand the intrinsic and extrinsic factors affecting the competitiveness of the Indian solar power sector and suggest policy recommendations to formulate procurement strategies that promote sustainable development within the solar industry.

PMID:37318728 | DOI:10.1007/s11356-023-28140-5

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Nevin Manimala Statistics

Association between annual variability of potassium levels and prognosis in patients undergoing hemodialysis

Clin Exp Nephrol. 2023 Jun 15. doi: 10.1007/s10157-023-02368-4. Online ahead of print.

ABSTRACT

BACKGROUND: Hyperkalemia and hypokalemia are associated with mortality in patients undergoing hemodialysis. However, there are few reports on the association between potassium level fluctuations and mortality. We retrospectively investigated the association between serum potassium level variability and mortality in patients undergoing hemodialysis.

METHODS: This study was conducted at a single center. Variability in serum potassium levels was evaluated using the standard deviation of potassium level from July 2011 to June 2012, and its association with prognosis was examined by following up the patients for 5 years. Serum potassium variability was assessed as the coefficient of variation, and the statistical analysis was performed after log transformation.

RESULTS: Among 302 patients (mean age 64.9 ± 13.3; 57.9% male; and median dialysis vintage 70.5 months [interquartile range, IQR 34-138.3]), 135 died during the observation period (median observation period 5.0 years [2.3-5.0]). Although the mean potassium level was not associated with prognosis, serum potassium level variability was associated with prognosis, even after adjustments for confounding factors such as age and dialysis time (hazard ratio: 6.93, 95% confidence interval [Cl] 1.98-25.00, p = 0.001). After the adjustments, the coefficient of variation of potassium level in the highest tertile (T3) showed a higher relative risk for prognosis than that in T1 (relative risk: 1.98, 95% CI 1.19-3.29, p = 0.01).

CONCLUSIONS: Variability in serum potassium levels was associated with mortality in patients undergoing hemodialysis. Careful monitoring of potassium levels and their fluctuations is necessary for this patient population.

PMID:37318722 | DOI:10.1007/s10157-023-02368-4

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Nevin Manimala Statistics

The Association of Hypertension with Increased Mortality Rate During the COVID-19 Pandemic: An Update with Meta-analysis

J Epidemiol Glob Health. 2023 Jun 15. doi: 10.1007/s44197-023-00130-3. Online ahead of print.

ABSTRACT

BACKGROUND AND AIM: The impact of multiple risk factors on COVID-19 mortality has been previously reported in multiple systematic reviews and meta-analyses. The aim of this review is to provide a comprehensive update on the association between hypertension (HTN) and mortality in patients with COVID-19.

METHODS: A systematic review and meta-analysis were performed and followed the Preferred Reporting Items for Systematic Reviews (PRISMA) guidelines. A search was achieved using PubMed, Scopus, and Cochrane Databases for research publications on hypertension, COVID-19, and mortality published between December 2019 and August 2022.

RESULTS: A total of 23 observational studies involving 611,522 patients from 5 countries (China, Korea, the UK, Australia, and the USA) were included in our study. The confirmed number of COVID-19 with HTN cases in each study ranged from 5 to 9964. The mortality ranged from 0.17% to 31% in different studies. Pooled results show that the mortality rate of COVID-19 among the included studies ranges from a minimum of 0.39 (95% CI 0.13-1.12) to a maximum of 5.74 (95% CI 3.77-8.74). Out of the 611,522 patients, 3119 died which resulted in an overall mortality prevalence of 0.5%. Subgroup analyses indicated that patients with COVID-19 who have hypertension and male patients had slightly less risk of mortality than female patients [the percentage of men > 50%; OR 1.33: 95% CI (1.01, 1.76); the percentage of men ≤ 50%: OR 2.26; and 95% CI (1.15, 4.48)]. Meta-regression analysis results also showed a statistically significant association between hypertension and COVID-19 mortality.

CONCLUSION: This systematic review and meta-analysis suggest that hypertension may not be the only risk factor associated with the increased mortality rate during the COVID-19 pandemic. In addition, a combination of other comorbidities and old age appears to increase the risk of mortality from COVID-19. The impact of hypertension on mortality rate among COVID-19 patients.

PMID:37318701 | DOI:10.1007/s44197-023-00130-3