Categories
Nevin Manimala Statistics

Temporal trends, in-hospital outcomes, and risk factors of acute myocardial infarction among patients with epilepsy in the United States: a retrospective national database analysis from 2008 to 2017

Front Neurol. 2024 Aug 5;15:1378682. doi: 10.3389/fneur.2024.1378682. eCollection 2024.

ABSTRACT

BACKGROUND: The relationship between epilepsy and risk of acute myocardial infarction (AMI) is not fully understood. Evidence from the Stockholm Heart Study indicates that the risk of AMI is increased in people with epilepsy. This study aims to analyze the temporal trends in prevalence, adverse clinical outcomes, and risk factors of AMI in patients with epilepsy (PWE).

METHODS: Patients aged 18 years or older, diagnosed with epilepsy with or without AMI and hospitalized from January 1, 2008, to December 31, 2017, were identified from the National Inpatient Sample (NIS) database. The Cochran-Armitage trend test and logistic regressions were conducted using SAS 9.4. Odds ratios (ORs) were generated for multiple variables.

RESULTS: A total of 8,456,098 inpatients were eligible for our analysis, including 181,826 comorbid with AMI (2.15%). The prevalence of AMI diagnosis in PWE significantly increased from 1,911.7 per 100,000 hospitalizations in 2008 to 2,529.5 per 100,000 hospitalizations in 2017 (Ptrend < 0.001). Inpatient mortality was significantly higher in epilepsy patients with AMI compared to those without AMI (OR = 4.61, 95% CI: 4.54 to 4.69). Factors significantly associated with AMI in PWE included age (≥75 years old vs. 18 ~ 44 years old, OR = 3.54, 95% CI: 3.45 to 3.62), atherosclerosis (OR = 4.44, 95% CI: 4.40 to 4.49), conduction disorders (OR = 2.21, 95% CI: 2.17 to 2.26), cardiomyopathy (OR = 2.11, 95% CI: 2.08 to 2.15), coagulopathy (OR = 1.52, 95% CI: 1.49 to 1.54), dyslipidemia (OR = 1.26, 95% CI: 1.24 to 1.27), peptic ulcer disease (OR = 1.23, 95% CI: 1.13 to 1.33), chronic kidney disease (OR = 1.23, 95% CI: 1.22 to 1.25), smoking (OR = 1.20, 95% CI: 1.18 to 1.21), and weight loss (OR = 1.20, 95% CI: 1.18 to 1.22).

CONCLUSION: The prevalence of AMI in PWE increased during the decade. Mortality rates were high among this population, highlighting the need for comprehensive attention to prophylaxis for risk factors and early diagnosis of AMI in PWE by physicians.

PMID:39161871 | PMC:PMC11330761 | DOI:10.3389/fneur.2024.1378682

Categories
Nevin Manimala Statistics

Exploring the water, sanitation and hygiene status and health outcomes in Zimbabwe: a scoping review protocol

BMJ Open. 2024 Aug 19;14(8):e082224. doi: 10.1136/bmjopen-2023-082224.

ABSTRACT

BACKGROUND: The sixth United Nations Sustainable Development Goal emphasises universal access to clean water, sanitation and hygiene (WASH) to ensure human well-being as a fundamental human right for sustainable development. In Zimbabwe, WASH reforms began more than a century ago from the preindependence to postindependence era. However, countries face pressing challenges in improving their related health outcomes. Therefore, this scoping review aims to explore WASH status and how it influences health outcomes in Zimbabwe.

METHODS AND ANALYSIS: The leading databases to be searched for relevant sources published in English with an unrestricted search back until May 2024 include PubMed, EBSCO, SAGE, SpringerLink, Cochrane Library, ScienceDirect, Scopus, Web of Science and African Journals Online. A search string was developed for retrieving literature, and reports from key stakeholders in the WASH sector will be included in this study as grey literature. The study will employ a two-step screening process for identifying relevant literature incorporating Cohen’s kappa coefficient statistics to estimate the inter-rater reliability between two independent reviewers using Mendeley and Rayyan software. The Strengthening the Reporting of Observational Studies in Epidemiology checklist for observational studies and the Consolidated Standards of Reporting Trials checklist for randomised controlled trials will be used for the quality checks. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews will guide this study in terms of data collection, extraction and analysis from relevant literature. Data charting was used to present and interpret the findings. The entire process is scheduled to commence in June 2024, with the manuscript anticipated to be submitted to a journal in October 2024.

ETHICS AND DISSEMINATION: This review will use only published data; therefore, no ethical clearance is required. The findings will be disseminated to relevant stakeholders through peer-reviewed journals, meetings, conferences, seminars and forums.

PMID:39160105 | DOI:10.1136/bmjopen-2023-082224

Categories
Nevin Manimala Statistics

Cross-sectional study of determinants of undernutrition among children aged 6-36 months in Kabul, Afghanistan

BMJ Open. 2024 Aug 19;14(8):e079839. doi: 10.1136/bmjopen-2023-079839.

ABSTRACT

OBJECTIVES: The current study aimed to find the distribution and factors associated with undernutrition among children aged 6-36 months in Kabul.

DESIGN: Cross-sectional study.

SETTING: Public Ataturk Children’s Hospital, Kabul.

PARTICIPANTS: 385.

METHODS: A structured questionnaire was used to collect data on sociodemographic conditions and anthropometry of children. Logistic regression was used to find determinants of undernutrition.

RESULTS: The distribution of stunting, wasting and underweight was 38.7%, 11.9% and 30.6%, respectively. Among the children studied, 54% did not receive breast milk within the first hour of birth, 53.2% were not exclusively breastfed, 21% received complementary feeding before the age of 6 months, 22.1% lacked access to safe water and 44.7% did not practise hand washing with soap. The odds of stunting were lower (p<0.05) in girls (AOR 5.511, 95% CI 3.028 to 10.030), children of educated fathers (OR 0.288, 95% CI 0.106 to 0.782), those from nuclear families (OR 0.280, 95% CI 0.117 to 1.258), those exclusively breastfed (OR 0.499, 95% CI 0.222 to 1.51) and those practising good hygienic practices (OR 0.440, 95% CI 0.229 to 0.847). Boys had high odd of girls (OR 6.824, 95% CI 3.543 to 13.143) while children of educated fathers (OR 0.340, 95% CI 0.119 to 0.973), those receiving complementary food at 6 months (OR 0.368, 95% CI 0.148 to 1.393) and those practising good hygiene (OR 0.310, 95% CI 0.153 to 0.631) had lower odds (p<0.05) of being underweight. Boys (OR 3.702, 95% CI 1.537 to 8.916) had higher odds of being wasted, whereas children of educated mothers (OR 0.480, 95% CI 0.319 to 4.660), those from nuclear families (OR 0.356, 95% CI 0.113 to 1.117), those receiving early breast feeding (OR 0.435, 95% CI 0.210 to 1.341) and those practising hand washing (OR 0.290, 95% CI 0.112 to 0.750) had lower odds (p<0.05) of being wasted.

CONCLUSION: This study demonstrated the sex of the child, illiteracy of fathers, not practising hand washing and not observing hygiene, late initiation of breast milk, complementary feeding timings, and lack of proper exclusive breast feeding as contributing factors to the under-nutrition of the children in the study population.

PMID:39160103 | DOI:10.1136/bmjopen-2023-079839

Categories
Nevin Manimala Statistics

Evaluating the gap in rapid diagnostic testing: insights from subnational Kenyan routine health data

BMJ Open. 2024 Aug 19;14(8):e081241. doi: 10.1136/bmjopen-2023-081241.

ABSTRACT

BACKGROUND: Understanding diagnostic capacities is essential to addressing healthcare provision and inequity, particularly in low-income and middle-income countries. This study used routine data to assess trends in rapid diagnostic test (RDT) reporting, supplies and unmet needs across national and 47 subnational (county) levels in Kenya.

METHODS: We extracted facility-level RDT data for 19 tests (2018-2020) from the Kenya District Health Information System, linked to 13 373 geocoded facilities. Data quality was assessed for reporting completeness (ratio of reports received against those expected), reporting patterns and outliers. Supply assessment covered 12 RDTs reported by at least 50% of the reporting facilities (n=5251), with missing values imputed considering reporting trends. Supply was computed by aggregating the number of tests reported per facility. Due to data limitations, demand was indirectly estimated using healthcare-seeking rates (HIV, malaria) and using population data for venereal disease research laboratory test (VDRL), with unmet need computed as the difference between supply and demand.

RESULTS: Reporting completeness was under 40% across all counties, with RDT-specific reporting ranging from 9.6% to 89.6%. Malaria RDTs showed the highest annual test volumes (6.3-8.0 million) while rheumatoid factor was the lowest (0.5-0.7 million). Demand for RDTs varied from 2.5 to 11.5 million tests, with unmet needs between 1.2 and 3.5 million. Notably, malaria testing and unmet needs were highest in Turkana County, as well as the western and coastal regions. HIV testing was concentrated in the western and central regions, with decreasing unmet needs from 2018 to 2020. VDRL testing showed high volumes and unmet needs in Nairobi and select counties, with minimal yearly variation.

CONCLUSION: RDTs are crucial in enhancing diagnostic accessibility, yet their utilisation varies significantly by region. These findings underscore the need for targeted interventions to close testing gaps and improve data reporting completeness. Addressing these disparities is vital for equitably enhancing diagnostic services nationwide.

PMID:39160102 | DOI:10.1136/bmjopen-2023-081241

Categories
Nevin Manimala Statistics

Transition from rehabilitation hospital to the National Disability Insurance Scheme (NDIS) for people with brain injury and spinal cord injury: a data linkage protocol

BMJ Open. 2024 Aug 19;14(8):e082802. doi: 10.1136/bmjopen-2023-082802.

ABSTRACT

INTRODUCTION: Traumatic brain injury (TBI) and spinal cord injury (SCI) are both major contributors to permanent disability globally, with an estimated 27 million new cases of TBI and 0.93 million new cases of SCI globally in 2016. In Australia, the National Disability Insurance Scheme (NDIS) provides support to people with disability. Reports from the NDIS suggest that the cost of support for people with TBI and SCI has been increasing dramatically, and there is a lack of independent analysis of the drivers of these increases. This data linkage seeks to better understand the participant transition between rehabilitation hospitals and the NDIS and the correlation between functional independence in rehabilitation and resource allocation in the NDIS.

METHODS AND ANALYSIS: This is a retrospective, population-based cohort study using Australia-wide NDIS participant data and rehabilitation hospital episode data. The linked dataset provides a comparison of functional independence against which to compare the NDIS resource allocation to people with TBI and SCI. This protocol outlines the secure and separated data linkage approach employed in linking partially identified episode data from the Australasian Rehabilitation Outcomes Centre (AROC) with identified participant data from the NDIS. The linkage employs a stepwise deterministic linkage approach. Statistical analysis of the linked dataset will consider the relationship between the functional independence measure score from the rehabilitation hospital and the committed funding supports in the NDIS plan. This protocol sets the foundation for an ongoing data linkage between rehabilitation hospitals and the NDIS to assist transition to the NDIS.

ETHICS AND DISSEMINATION: Ethics approval is from the Macquarie University Human Research Ethics Committee. AROC Data Governance Committee and NDIS Data Management Committee have approved this project. Research findings will be disseminated to key stakeholders through peer-reviewed publications in scientific journals and presentations to clinical and policy audiences via AROC and NDIS.

PMID:39160099 | DOI:10.1136/bmjopen-2023-082802

Categories
Nevin Manimala Statistics

Low levels and determinants of appropriate complementary feeding practices among children aged 6-23 months from Tigray, Ethiopia: a community-based cross-sectional study

BMJ Open. 2024 Aug 19;14(8):e080794. doi: 10.1136/bmjopen-2023-080794.

ABSTRACT

INTRODUCTION: Complementary feeding is considered appropriate when introduced timely at 6 months of age, and where it fulfils the minimum meal frequency, minimum dietary diversity and minimum acceptable diet. Sufficient evidence is available on the different individual indicators of appropriate complementary feeding.

OBJECTIVE: This study was conducted to assess the prevalence and determinants of appropriate complementary feeding practices among children aged 6-23 months in Tigray, Northern Ethiopia.

DESIGN AND SETTING: A community-based cross-sectional study was conducted in 52 districts of Tigray.

PARTICIPANTS: A total of 5321 children aged 6-23 months were included using stratified two-stage random sampling.

RESULTS: Approximately 19% of children received appropriate complementary feeding. Maternal residence in urban areas (adjusted OR (AOR) 1.26; 95% CI 1.062 to 1.489), maternal education (AOR 1.34; 95% CI 1.111 to 1.611), antenatal care (ANC) visits (AOR 1.75; 95% CI 1.343 to 2.281), household food security (AOR 2.81; 95% CI 2.367 to 3.330) and provision of colostrum to newborns (AOR 1.76; 95% CI 1.139 to 2.711) were found predictors of appropriate complementary feeding. Moreover, children in the 12-17 and 18-23 months age groups were 1.3 (AOR 1.30; 95% CI 1.083 to 1.551) and 1.7 (AOR 1.73; 95% CI 1.436 to 2.072) times more likely to receive appropriate complementary feeding respectively, compared with children aged 6-11 months.

CONCLUSIONS: Appropriate complementary feeding practices among children aged 6-23 months remain unacceptably low in Tigray. Recommendations to improve nutrition outcomes include counselling on age-appropriate complementary feeding, education for girls and women, targeting families through food security initiatives, provision of nutrition education on appropriate complementary feeding practices during ANC visits, supporting mothers to initiate breastfeeding within the first hour of delivery and crafting context-based messaging for rural families.

PMID:39160097 | DOI:10.1136/bmjopen-2023-080794

Categories
Nevin Manimala Statistics

Anaesthesia modality on endovascular therapy outcomes in patients with large infarcts: a post hoc analysis of the ANGEL-ASPECT trial

Stroke Vasc Neurol. 2024 Aug 19:svn-2024-003320. doi: 10.1136/svn-2024-003320. Online ahead of print.

ABSTRACT

OBJECTIVES: Endovascular therapy (EVT) now penetrates the once obscure realm of large infarct core volume acute ischaemic stroke (LICV-AIS). This research aimed to investigate the potential correlation between different anaesthetic approaches and post-EVT outcomes in LICV-AIS patients.

METHODS: Between October 2020 and May 2022, the China ANGEL-Alberta Stroke Programme Early CT Score (ASPECT) trial studied patients with LICV-AIS, randomly assigning them to the best medical management (BMM) or BMM with EVT. This post hoc subgroup analysis categorised subjects receiving BMM with EVT into general anaesthesia (GA) and non-GA groups based on anaesthesia type. We applied multivariable logistic regression to evaluate the relationship between anaesthesia during EVT and patient functional outcomes, as measured by the modified Rankin scale (mRS), in addition to the occurrence of complications. Further adjustment for selection bias was achieved through propensity score matching (PSM).

RESULTS: In total, 230 patients with LICV-AIS were enrolled (GA 84 vs Non-GA 146). No significant difference was observed between the two groups in terms of the proportion of patients who achieved an mRS score of 0-2 at 90 days (27.4% for the GA group vs 31.5% for the non-GA group, p=0.51). However, the GA group had significantly longer median surgical times (142 min vs 122 min, p=0.03). Furthermore, GA was associated with an increased risk of postoperative pneumonia (adjusted OR 2.03, 95% CI 1.04 to 3.98). The results of PSM analysis agreed with the results of the multivariate regression analysis. No significant difference in intracranial haemorrhage incidence or mortality rate was observed between the groups.

CONCLUSION: This post hoc analysis of subgroups of the ANGEL-ASPECT trial suggested that there may be no significant association between the choice of anaesthesia and neurological outcomes in LICV-AIS patients. However, compared with non-GA, GA prolongs the duration of EVT and is associated with a greater postoperative pneumonia risk.

TRIAL REGISTRATION NUMBER: NCT04551664.

PMID:39160092 | DOI:10.1136/svn-2024-003320

Categories
Nevin Manimala Statistics

Sensitivity of classification criteria from time of diagnosis in an incident systemic lupus erythematosus cohort: a population-based study from Norway

RMD Open. 2024 Aug 19;10(3):e004395. doi: 10.1136/rmdopen-2024-004395.

ABSTRACT

OBJECTIVES: To compare the sensitivity of 2019 European Alliance of Associations for Rheumatology/American College of Rheumatology (EULAR/ACR) classification criteria against 1997 ACR criteria for systemic lupus erythematosus (SLE), for incident SLE cases in the presumably complete population-based Nor-SLE cohort from Southeast Norway (2.9 million inhabitants).

METHODS: All cases International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) coded as SLE during 2000-2017 were individually reviewed. Those with a confirmed SLE diagnosis by expert clinical assessment were included in the Nor-SLE cohort. Core clinical data were recorded, and the cases were classified according to 2019 EULAR/ACR and 1997 ACR criteria. Juvenile SLE was defined as <16 years at diagnosis and adult SLE was defined as ≥16 years at diagnosis.

RESULTS: We included 737 incident SLE cases (701 adults, 36 juveniles). At diagnosis, 2019 EULAR/ACR criteria were more sensitive than 1997 ACR criteria for adults (91.6% vs 77.3%; p<0.001), but not for juveniles (97.2% vs 88.9%). The 2019 EULAR/ACR counts at diagnosis differed by age group and ethnicity, being higher in young cases and those originating from Asia. From time of diagnosis to study end the fulfilment rate of 2019 EULAR/ACR criteria for the adult cohort increased from 92.5% and 86.5% to 94.6% and 91.0%, respectively, for females and males (mean disease duration of 7.5 years).

CONCLUSION: Showing 92% criteria fulfilment already at time of SLE diagnosis by 2019 EULAR/ACR criteria versus 77% by 1997 ACR criteria, the results from this population-based study suggest that the 2019 EULAR/ACR criteria will achieve its goal of capturing more early-SLE cases for clinical trials.

PMID:39160088 | DOI:10.1136/rmdopen-2024-004395

Categories
Nevin Manimala Statistics

Stage IC grade 1 endometrioid adenocarcinoma of the ovary: assessment of post-operative chemotherapy de-escalation

Int J Gynecol Cancer. 2024 Aug 19:ijgc-2024-005718. doi: 10.1136/ijgc-2024-005718. Online ahead of print.

ABSTRACT

OBJECTIVE: Given limited real-world practice data evaluating the National Comprehensive Cancer Network clinical practice guidelines for possible post-operative chemotherapy omission as a treatment option for patients with stage IC grade 1 endometrioid ovarian carcinoma, this population-based study examined the association between post-operative chemotherapy and overall survival in this tumor group.

METHODS: The National Cancer Institute’s Surveillance, Epidemiology, and End Results program was retrospectively queried. The study population was 1207 patients with stage IC grade 1-3 endometrioid ovarian carcinoma who received primary cancer-directed surgery from 2007 to 2020. Overall survival was assessed with multivariable Cox proportional hazard regression model.

RESULTS: The median age was 52, 54, and 55 years for grade 1, 2, and 3 groups, respectively (p=0.02). Grade 1 and 2 tumors were more common than grade 3 tumors (n=508 (42.1%), n=493 (40.8%), and n=206 (17.1%), respectively). Chemotherapy use rate for grade 1 tumors was lower compared with grade 2-3 tumors (67.9%, 76.5%, and 78.6%, respectively, p<0.001). When nodal evaluation was performed for grade 1 tumors, among patients who did not receive post-operative chemotherapy and among those who did, 5-year overall survival rate exceeded 90% (93.3% and 96.0%, respectively), with statistically non-significant hazard estimates (adjusted hazard ratio (aHR) 1.54, 95% CI 0.63 to 3.73). In contrast, post-operative chemotherapy omission for patients who did not undergo nodal evaluation was associated with decreased overall survival (5-year rates 82.3% vs 96.0%, aHR 5.41, 95% CI 1.95 to 15.06). Results were similar for node-evaluated grade 2 tumors (5-year overall survival rates, 94.6% and 94.4% for node-evaluated post-operative chemotherapy omission and administration, respectively), but not in grade 3 tumors.

CONCLUSION: The results of this population-based study may partially support the current clinical practice guidelines for post-operative chemotherapy omission as a possible option for patients with stage IC grade 1 endometrioid adenocarcinoma of the ovary for those who had lymph node evaluation. Observed data were also supportive for node-evaluated grade 2 tumors, warranting further evaluation.

PMID:39160085 | DOI:10.1136/ijgc-2024-005718

Categories
Nevin Manimala Statistics

Feasibility of forecasting future critical care bed availability using bed management data

BMJ Health Care Inform. 2024 Aug 19;31(1):e101096. doi: 10.1136/bmjhci-2024-101096.

ABSTRACT

OBJECTIVES: This project aims to determine the feasibility of predicting future critical care bed availability using data-driven computational forecast modelling and routinely collected hospital bed management data.

METHODS: In this proof-of-concept, single-centre data informatics feasibility study, regression-based and classification data science techniques were applied retrospectively to prospectively collect routine hospital-wide bed management data to forecast critical care bed capacity. The availability of at least one critical care bed was forecasted using a forecast horizon of 1, 7 and 14 days in advance.

RESULTS: We demonstrated for the first time the feasibility of forecasting critical care bed capacity without requiring detailed patient-level data using only routinely collected hospital bed management data and interpretable models. Predictive performance for bed availability 1 day in the future was better than 14 days (mean absolute error 1.33 vs 1.61 and area under the curve 0.78 vs 0.73, respectively). By analysing feature importance, we demonstrated that the models relied mainly on critical care and temporal data rather than data from other wards in the hospital.

DISCUSSION: Our data-driven forecasting tool only required hospital bed management data to forecast critical care bed availability. This novel approach means no patient-sensitive data are required in the modelling and warrants further work to refine this approach in future bed availability forecast in other hospital wards.

CONCLUSIONS: Data-driven critical care bed availability prediction was possible. Further investigations into its utility in multicentre critical care settings or in other clinical settings are warranted.

PMID:39160082 | DOI:10.1136/bmjhci-2024-101096