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Nevin Manimala Statistics

Exploring the Synergistic Association Between Oral Health Status and Oral Health Literacy Among College Students: A Cross-Sectional Study

Cureus. 2023 Jul 14;15(7):e41885. doi: 10.7759/cureus.41885. eCollection 2023 Jul.

ABSTRACT

INTRODUCTION: Oral health is often viewed as a significant component for an indication of good general health or for good well-being together with a decent quality of life. Health literacy is considered a crucial factor in improvising a good life or excellent health. Oral health literacy (OHL) is the ability necessary for people to identify the factors that lead to poor oral health, learn and put into practice the essentials of effective oral self-care behaviors, and communicate with oral healthcare professionals in order to schedule appointments, put their names on waiting lists for dental care, and locate the dentist’s office.

AIM AND OBJECTIVES: To evaluate students’ oral health, their OHL, to determine the relationship between their oral health status and OHL, and finally to suggest preventive measures for the benefit of public health.

MATERIALS AND METHOD: At Teerthanker Mahaveer University, a cross-sectional study involving 1500 participants, ages 18 to 25, was conducted on students studying nursing, physiotherapy, paramedicine, engineering, and law. Their informed consent was obtained. The Rapid Estimate of Adult Literacy in Dentistry (REALD-99) was used to gauge OHL levels, and the WHO’s 1997 Oral Health Survey was used for their clinical evaluation.

RESULTS: The mean REALD score was significantly higher in nursing students (88.32±6.46), followed by physiotherapy college (82.46±9.11), paramedical college (70.54±10.95), law college (46.52±7.74), and least in engineering college (38.80±10.65). The difference in the REALD score based on college was statistically significant. Along with this, the REALD score showed a correlation with gender and location too. Except for fluorosis, all the clinical parameters of dental caries, gingival bleeding, and pockets, loss of attachment, dental fluorosis, and dental enamel were associated with OHL.

CONCLUSION: The results of the current study showed a relationship between educational attainment, clinical parameters examined, and OHL, leading to the conclusion that higher OHL is related to better oral health. So, we can conclude that maintaining good oral health requires OHL.

PMID:37581155 | PMC:PMC10423622 | DOI:10.7759/cureus.41885

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Integrating Narrative Medicine Through Story-Telling: A Feasibility Study in a Community Medicine Curriculum for Undergraduate and Postgraduate Students

Cureus. 2023 Jul 13;15(7):e41851. doi: 10.7759/cureus.41851. eCollection 2023 Jul.

ABSTRACT

Introduction The routine curriculum of community medicine includes clinico-social case-taking with a focus on the physical, biological, and psychosocial determinants of health. There is an opportunity to integrate narrative medicine with this for undergraduate and postgraduate medical students using story-telling. The objective of the current study was to assess its feasibility, challenges, and opportunities. Methods We conducted a need assessment cross-sectional survey of the teaching faculty of community medicine across India using Google Forms. Considering an 80% positive response in a pilot within the department, a relative error of 10%, and a 20% non-response rate, the sample size was 120. The questionnaire included closed-ended questions with a Likert scale that dealt with affective, cognitive, and communication domains and open-ended questions for insights into opportunities and challenges. The results of the former were expressed as descriptive statistics, in frequencies and proportions. Open-ended questions were summarized to guide the refinement of further implementation. Results Of the 120 participants, 92 (77%) quoted low/medium empathy quotient in students, and 107 (89.2%) felt that the listening skills of students can improve with the introduction of story-telling. A hundred and twelve (93.4%) participants felt that their history-taking skills can improve with story-telling, and all agreed that the language of medicine can be improved. One hundred nine (90.8%) felt that it will lead to better student-patient interaction. Opportunities included a better understanding of social determinants, patient-/family-centered care, improved communication skills, and better mental health. The key challenges included time, motivation, the need for training/capacity building, and streamlining of assessment metrics. Conclusion We conclude that story-telling may help medical students investigate various social determinants of health, disease, and lived environments that create vulnerabilities.

PMID:37581154 | PMC:PMC10423098 | DOI:10.7759/cureus.41851

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Transabdominal Preperitoneal Versus Lichtenstein Procedure for Inguinal Hernia Repair in Adults: A Comparative Evaluation of the Early Postoperative Pain and Outcomes

Cureus. 2023 Jul 14;15(7):e41886. doi: 10.7759/cureus.41886. eCollection 2023 Jul.

ABSTRACT

Inguinal hernia repairs are one of the most common procedures in general surgery. In addition to classical open surgery, laparoscopic techniques, such as transabdominal preperitoneal (TAPP) and total extraperitoneal (TEP) hernia repair, have gained acceptance and are increasingly used for inguinal hernia repairs, and these three techniques are the only standards for inguinal hernia repairs. This study aimed to compare the results of inguinal hernia repairs in adult patients using the TAPP patch technique and Lichtenstein techniques regarding the level of pain perceived one day after surgery and the number of days of hospitalization. A two-year study was performed on 129 patients who underwent TAPP vs. 109 patients who underwent Liechtenstein hernia repair. Our results revealed statistical significance for both variables (Tpain(233) = -7.12, p< 0.001, d=2.92; Tdays of hospitalization(233) = -31.34, p< 0.001, d=4.01). TAPP is a safe method for inguinal hernia repairs, allowing quick recovery and less postoperative pain than the classical Liechtenstein technique.

PMID:37581138 | PMC:PMC10423624 | DOI:10.7759/cureus.41886

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A Pilot, Open-Label, Proof-of-Concept Study To Evaluate the Efficacy and Safety of Asthiposhak® Tablets in Participants Suffering From Asthikshaya or Osteopenia

Cureus. 2023 Jul 14;15(7):e41862. doi: 10.7759/cureus.41862. eCollection 2023 Jul.

ABSTRACT

Introduction Both osteoporosis and osteopenia are prevalent public health concerns worldwide and can lead to debilitating bone fractures. This study aimed to assess the efficacy of Asthiposhak® Tablets in individuals with Asthikshaya (osteopenia) by measuring changes in the bone mineral density (BMD) score before and after the intervention, specifically between visit 1 (baseline) and visit 8 (after 180 days of treatment). Methods The single-arm study involved the screening of participants for Asthikshaya (osteopenia) using baseline investigations, which included a bone mineral density (BMD) assessment through a dual-energy X-ray absorptiometry (DEXA) scan. A total of 36 participants were enrolled in the study, who took two Asthiposhak Tablets three times a day with lukewarm water, for a period of 180 days. Safety assessments, along with evaluations of BMD (DEXA Scan), Ayurvedic Symptom Score, and serum biochemical markers, were conducted through blood investigations. Efficacy and safety data were analyzed using ‘intention-to-treat’ analysis. Descriptive statistics were used to express data in percentages, mean ± SD, or median (IQR). Data at different intervals were compared using paired t-tests or Wilcoxon signed-rank tests. One-way analysis of variance (ANOVA) with Bonferroni correction tested the significance between visits for the Ayurvedic Symptom Score, and Friedman’s two-way analysis of variance by ranks measured differences in vital parameters. The significance level used was p<0.05. Results Out of the initially recruited 36 participants, 30 successfully completed the study, consisting of 12 males and 18 females, with an age range of 40 to 70 years and a mean age of 51.33 years. After 180 days of treatment with Asthiposhak Tablets, a statistically significant (p<0.05) improvement in hip and spine BMD (T-score) was observed. Additionally, significant reductions in the mean Total Ayurvedic Symptom Score were noted at both 90 and 180 days of treatment compared to day 0. Moreover, the levels of bone-specific alkaline phosphatase and osteocalcin, serum bone markers, showed statistically significant (p<0.05) reduction after 180 days of treatment compared to day 0. Importantly, all safety variables, including laboratory investigations, remained within the normal range following the 180-day treatment with Asthiposhak Tablets. Conclusion Asthiposhak Tablets exhibited significant efficacy in enhancing both BMD (T-score) and Ayurvedic Symptom Score, thereby substantiating their osteoprotective potential in individuals with Asthikshaya (osteopenia). Furthermore, the tablets were found to reduce the levels of biochemical markers, such as serum bone-specific alkaline phosphatase and osteocalcin, suggesting their anti-resorptive action.

PMID:37581133 | PMC:PMC10423404 | DOI:10.7759/cureus.41862

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Assessment of the Risk of Type 2 Diabetes Mellitus Among a Rural Population in South India Using the Indian Diabetic Risk Score

Cureus. 2023 Jul 14;15(7):e41880. doi: 10.7759/cureus.41880. eCollection 2023 Jul.

ABSTRACT

Objective The objective of our study was to assess the risk for diabetes using the Indian Diabetic Risk Score (IDRS) questionnaire and compare the components of IDRS between the risk groups. Methods It was a cross-sectional study involving 270 male and female attendees who visited Melmaruvathur Adhiparasakthi Institute of Medical Sciences (MAPIMS) from December 2019 to May 2020. The diabetes risk was assessed using the IDRS questionnaire. Statistical Package for Social Sciences (SPSS) version 20 (IBM Corp., Armonk, NY) was used for statistical analysis. P < 0.05 was considered statistically significant. Results IDRS categorization showed 12.6%, 73.7%, and 13.7% in the low-risk, moderate-risk, and high-risk groups, respectively. Age, waist circumference, and body mass index (BMI) were significantly (P < 0.05) higher in the high-risk group when compared with the low-risk group. Subjects with a positive family history of diabetes and no/mild physical activity were higher in the moderate and high-risk group but there is no significant association present between them. Conclusion The current study estimates the effectiveness of IDRS in identifying people at high risk for diabetes in the community. This study also emphasizes the need for early identification of high-risk individuals and planning for the appropriate intervention to prevent, or delay, the onset of diabetes and thus reduces the burden of diabetes in India.

PMID:37581130 | PMC:PMC10423617 | DOI:10.7759/cureus.41880

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The Effectiveness of Self-Management Strategies in Patients With Heart Failure: A Narrative Review

Cureus. 2023 Jul 14;15(7):e41863. doi: 10.7759/cureus.41863. eCollection 2023 Jul.

ABSTRACT

Heart failure (HF) is a common condition with high morbidity and mortality. Self-management strategies for heart failure can be effective in improving patients’ quality of life and reducing mortality and hospitalization for heart failure. These self-management strategies are also cost-effective. A complex interplay between various factors related to patients, therapy, healthcare, and socioeconomic factors influences the effectiveness of self-management strategies. The primary aim of this study is to determine the effectiveness of self-management strategies in patients with heart failure in reducing mortality, hospitalization for heart failure, and healthcare cost savings at six months and one year. The secondary aim is to determine adherence to self-management strategies in patients with HF. The current study is a narrative review of studies evaluating the effectiveness of self-management strategies in heart failure. A literature search was done in PubMed, Embase, Google Scholar, ScienceDirect, and the Cochrane Library for studies published in the English language between 2012 and 2022. Descriptive statistics were used to summarize the characteristics of studies and interventions. We calculated odds ratios, risk ratios, or mean differences to calculate the effect of self-management strategies on mortality, hospitalization for HF, and healthcare costs between patient groups. We included a total of 30 studies in our narrative review: eight cross-sectional studies and 22 randomized controlled trials. These studies showed a significant effect of self-management strategies on mortality at six- and 12-month follow-ups. Studies on the effectiveness of self-management strategies on hospitalization for heart failure showed benefits at six and 12 months. Self-management strategies are cost-effective and feasible with improved disability-adjusted life years (DALY). One study showed higher costs associated with self-management strategies and only a slight decrease in DALY. Overall, adherence to self-management strategies was inadequate in these studies. Novel and innovative self-management interventions improve therapy adherence. There was a lack of uniformity in using tools to assess self-management across studies. There was a lack of ethnic diversity in the individual studies, limiting the generalization of these studies’ findings. Our review showed that self-management strategies are beneficial for heart failure-related hospitalization, reduce mortality and hospitalization for heart failure, and are cost-effective. The use of innovative approaches like smartphone applications improves adherence.

PMID:37581125 | PMC:PMC10423403 | DOI:10.7759/cureus.41863

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A retrospective cohort study on the significance of preoperative radiological evaluation of lumbar degenerative diseases for surgical reference

Quant Imaging Med Surg. 2023 Aug 1;13(8):5100-5108. doi: 10.21037/qims-22-1414. Epub 2023 Jun 9.

ABSTRACT

BACKGROUND: Radiography has low radiation exposure and the ability to acquire information. Due to its cost-effectiveness and availability, preoperative radiographic imaging examination is considered to be a valuable method to evaluate the condition of patients with spinal disease. The aim of this cohort study is to analyze the impact of evaluating preoperative X-rays on the surgical management of lumbar degenerative diseases (LDD).

METHODS: We reviewed 49 patients with LDD underwent single-level posterior instrumented lumbar fusion (PILF) between November 2017 and October 2022 in this cohort study. The median iliac angle (MIA), iliac crest height, intervertebral facet joint degeneration, lumbosacral angle (LSA), L5/S1 intervertebral space angle (ISA), intervertebral foramen height (IFH) and intervertebral space height (ISH) were measured on preoperative radiographs. In addition, operative time, intraoperative blood loss and postoperative complications were used to evaluate the surgical management. Correlation analysis was used to determine the correlation between preoperative radiographic presentation and surgical managements. Multivariate linear regression analysis was used for determination of risk factors for surgical management.

RESULTS: Correlation analysis showed that the median iliac angle, height of iliac crest, lumbosacral angle and intervertebral facet joint degeneration were significantly correlated with surgical managements (P<0.05). Height of iliac crest, intervertebral facet joint degeneration and lumbosacral angle were positively correlated with surgical management. Meanwhile, MIA was negatively correlated with surgical management. No significant difference was found between the IFH, ISA, ISH and surgical managements in posterior lumbar surgery (P>0.05). After multiple linear regression analysis, height of iliac crest, median iliac angle and intervertebral facet joint degeneration were independent influence factors for the single-level lumbar surgical managements.

CONCLUSIONS: Some variables measured in radiograph shows that height of iliac crest, median iliac angle and intervertebral facet joint degeneration have a potential influence on surgical managements. The lumbosacral angle was positively associated with surgical management, but it was not statistically significant in multiple linear regression analysis (P>0.05). The above measurements in plain film can reflect the surgical procedure and have some guiding implications for the operation.

PMID:37581089 | PMC:PMC10423347 | DOI:10.21037/qims-22-1414

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Analysis of the curative effect and prognostic factors in patients with scapular fracture with surgical indications after conservative treatment: a case series and clinical outcomes

Quant Imaging Med Surg. 2023 Aug 1;13(8):5130-5140. doi: 10.21037/qims-23-278. Epub 2023 Jun 13.

ABSTRACT

BACKGROUND: The choice of treatment for scapular fractures is a topic worth discussing. The type of scapular fracture is often complex, and more and more scholars prefer surgical treatment to obtain better shoulder joint function. In addition, because of the rich blood supply and muscles of the scapula, some scholars believe that simple suspension can also achieve satisfactory clinical effects. The aim of this study was to investigate the curative effect and prognostic factors of patients with scapular fracture with indications for surgery after receiving conservative treatment.

METHODS: Patients with scapular fracture who did not receive surgical treatment from July 2016 to May 2021 were recruited from the orthopedic trauma database of Nanjing Gulou Hospital, and the data from patients with indications for surgery were screened out for a retrospective analysis. The data were obtained from the database of orthopaedic trauma patients in Nanjing Drum Tower Hospital. The relevant data were recorded during telephone and video follow-up visits. Linear regression was used to analyze the factors associated with disabilities of the arm, shoulder and hand (DASH) score after receiving conservative treatment.

RESULTS: A total of 21 patients were included in the final statistical analysis. All patients were followed up for 31.0±20.3 (range, 6-63) months, aged 52.9±12.7 (range, 27-71) years. All fractures had clinical healing with a 100% recovery satisfaction rate. Outcome measures of efficacy [both DASH scores and visual analogue scale (VAS) scores], were correlated with whether the fracture involved the superior border of the scapular, were not associated with the following variables: age (P=0.18), Injury Severity Score (ISS) score (P=0.10), the glenopolar angle (GPA) value (P=0.76), superior shoulder suspensory complex (SSSC) injury (P=0.82), and glenoid fracture (P=0.84). The range of motion of the affected shoulder was significantly reduced compared to the healthy shoulder (P<0.01), but the range of forward flexion and elevation was not significantly different from that of the healthy shoulder (P>0.05). Patients with fractures not involving the superior border of the scapula had a much lower range of motion in the affected shoulder than in the healthy shoulder during abduction (P<0.05).

CONCLUSIONS: The range of surgical indications for scapular fractures with scapular fractures involving the lower margin of the scapular can be appropriately narrowed. Some patients with scapular fracture who have surgical indications can regain satisfactory shoulder function after receiving conservative treatment.

PMID:37581085 | PMC:PMC10423348 | DOI:10.21037/qims-23-278

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Deep medullary veins as an important imaging indicator of poor prognosis in acute ischemic stroke: a retrospective cohort survey

Quant Imaging Med Surg. 2023 Aug 1;13(8):5141-5152. doi: 10.21037/qims-23-321. Epub 2023 Jun 19.

ABSTRACT

BACKGROUND: The deep medullary veins (DMVs), which constitute a component of the intracerebral venous circulation system and are part of intracerebral reperfusion mechanisms, have been suggested as a novel imaging marker for cerebral white matter hypersignal and cerebral small vessel disease based on their discontinuous and reduced visual representation. However, the correlation between the number and continuity of visible DMVs and the poor prognosis of acute ischemic stroke (AIS) remains undefined. Magnetic susceptibility-weighted imaging was applied in this study to assess the distribution and structural characteristics of DMVs in patients with AIS and to investigate its relationship with the poor prognosis of those with AIS.

METHODS: This retrospective study included 90 patients diagnosed with AIS in the middle cerebral artery region by the Neurology Department of Liaoning Provincial People’s Hospital. Clinical, laboratory, and cranial magnetic resonance imaging data were collected. After the 3-month follow-up visit, patients were dichotomized into good (0-2 points) and poor (≥3 points) prognosis groups based on the modified Rankin Scale score, and the DMV imaging characteristics were evaluated using a 3-level visual rating scale. The association between DMV and AIS prognosis was determined through Mann-Whitney test and multivariate logistic regression analysis.

RESULTS: In univariate analysis, factors that were statistically significant between the different prognostic groups were DMV score (P=0.007), DMV symmetry (P=0.016), infarct size (P=0.029), and admission National Institutes of Health Stroke Scale (NIHSS) score (P<0.001). DMV score had a positive correlation with NIHSS score, (rs=0.209; P=0.048). Logistic regression analysis showed that the DMV score [odds ratio (OR), 1.356; 95% confidence interval (CI): 1.114-1.650; P=0.002], NIHSS score (OR, 1.280; 95% CI: 1.117-1.466; P<0.001), and fasting glucose (OR, 1.220; 95% CI: 1.023-1.456; P=0.027) were risk factors for poor prognosis in those with AIS.

CONCLUSIONS: Discontinuity in DMV visualization was found to be associated with an unfavorable prognosis for patients AIS. The visual assessment of DMV through susceptibility-weighted imaging has the potential to predict AIS prognosis and furnish valuable insights for clinical treatment.

PMID:37581079 | PMC:PMC10423343 | DOI:10.21037/qims-23-321

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Interpretability of radiomics models is improved when using feature group selection strategies for predicting molecular and clinical targets in clear-cell renal cell carcinoma: insights from the TRACERx Renal study

Cancer Imaging. 2023 Aug 14;23(1):76. doi: 10.1186/s40644-023-00594-3.

ABSTRACT

BACKGROUND: The aim of this work is to evaluate the performance of radiomics predictions for a range of molecular, genomic and clinical targets in patients with clear cell renal cell carcinoma (ccRCC) and demonstrate the impact of novel feature selection strategies and sub-segmentations on model interpretability.

METHODS: Contrast-enhanced CT scans from the first 101 patients recruited to the TRACERx Renal Cancer study (NCT03226886) were used to derive radiomics classification models to predict 20 molecular, histopathology and clinical target variables. Manual 3D segmentation was used in conjunction with automatic sub-segmentation to generate radiomics features from the core, rim, high and low enhancing sub-regions, and the whole tumour. Comparisons were made between two classification model pipelines: a Conventional pipeline reflecting common radiomics practice, and a Proposed pipeline including two novel feature selection steps designed to improve model interpretability. For both pipelines nested cross-validation was used to estimate prediction performance and tune model hyper-parameters, and permutation testing was used to evaluate the statistical significance of the estimated performance measures. Further model robustness assessments were conducted by evaluating model variability across the cross-validation folds.

RESULTS: Classification performance was significant (p < 0.05, H0:AUROC = 0.5) for 11 of 20 targets using either pipeline and for these targets the AUROCs were within ± 0.05 for the two pipelines, except for one target where the Proposed pipeline performance increased by > 0.1. Five of these targets (necrosis on histology, presence of renal vein invasion, overall histological stage, linear evolutionary subtype and loss of 9p21.3 somatic alteration marker) had AUROC > 0.8. Models derived using the Proposed pipeline contained fewer feature groups than the Conventional pipeline, leading to more straightforward model interpretations without loss of performance. Sub-segmentations lead to improved performance and/or improved interpretability when predicting the presence of sarcomatoid differentiation and tumour stage.

CONCLUSIONS: Use of the Proposed pipeline, which includes the novel feature selection methods, leads to more interpretable models without compromising prediction performance.

TRIAL REGISTRATION: NCT03226886 (TRACERx Renal).

PMID:37580840 | DOI:10.1186/s40644-023-00594-3