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Nevin Manimala Statistics

Exploring potential key genes and mitotic catastrophe-associated correlates in sepsis-induced acute respiratory distress syndrome using transcriptomics and experimental validation

Int Immunopharmacol. 2026 Jul 3;186:117073. doi: 10.1016/j.intimp.2026.117073. Online ahead of print.

ABSTRACT

BACKGROUND: Sepsis-induced acute respiratory distress syndrome (ARDS) is a life-threatening form of acute diffuse lung injury caused by sepsis. However, the role of mitotic catastrophe-related genes (MCRGs) in its development remains poorly understood. This study investigated the potential roles of MCRGs in the progression of sepsis-induced ARDS.

METHODS: The study used publicly available mRNA expression data (Gene Expression Omnibus: GSE66890, GSE32707). Differentially expressed genes (DEGs) were identified and intersected with MCRGs to obtain potential candidate genes. To screen potential key genes, least absolute shrinkage and selection operator regression was conducted via 5-fold cross-validation to select genes with nonzero coefficients at the optimal model error, and support vector machine recursive feature elimination was performed via 5-fold cross-validation to screen feature genes based on accuracy ranking. The intersection of these two sets yielded potential key genes, which were subsequently validated in the validation set for consistent differential expression. Furthermore, their putative biological functions were explored. A prediction nomogram was constructed. Immune infiltration analysis, drug prediction, exploratory molecular docking, and network pharmacology analysis were conducted. Subsequently, reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was employed to validate the expression of key genes.

RESULTS: Overall, 863 DEGs associated with sepsis-induced ARDS were selected and intersected with 900 MCRGs, yielding potential 92 candidate genes. Three potential key genes (ATM, PTGS2, and PSME4) were identified using machine learning algorithms and RT-qPCR. These three key genes were mainly enriched in immune-related pathways such as the Toll-like receptor signaling pathway. The nomogram exhibited robust predictive performance for the risk of sepsis-induced ARDS (area under the ROC curve = 0.81). Comparative analysis revealed seven differentially abundant immune cell types (including eosinophils) in patients with ARDS versus controls (p < 0.05), with eosinophils exhibiting a significant negative correlation with PSME4 (r = -0.38, p < 0.05). These potential key genes were targeted by multiple drugs (e.g., N-acetyl-l-cysteine) exhibiting binding energies of <-5.0 kcal/mol. Additionally, the active ingredients of traditional Chinese medicines (e.g., the active ingredient of prepared aconite root) demonstrated strong binding capacities (≤-5 kcal/mol) with their corresponding target genes (e.g., ACHE). RT-qPCR indicated that ATM expression is significantly lower in patients with sepsis-induced ARDS than in those with sepsis without ARDS (p < 0.05). The directional trends for PTGS2 and PSME4 were consistent with those of the bioinformatic analyses, but statistical significance was not reached.

CONCLUSION: Differential expression and bioinformatic analysis suggest that ATM, PTGS2, and PSME4 are potential candidate genes associated with sepsis-induced ARDS, advancing our understanding of the potential roles of MCRGs in the progression of sepsis-induced ARDS.

PMID:42398170 | DOI:10.1016/j.intimp.2026.117073

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Nevin Manimala Statistics

Examining the moderating role of psychological hardiness in the relation between job demands and teachers’ emotional exhaustion

Acta Psychol (Amst). 2026 Jul 3;268:107361. doi: 10.1016/j.actpsy.2026.107361. Online ahead of print.

ABSTRACT

BACKGROUND: The teaching profession is inherently characterized by high job demands and chronic stressors, frequently leading to burnout. While literature consistently links excessive workload and classroom challenges to emotional exhaustion, there is a growing need to identify personal resources that may be associated with lower levels of burnout and emotional exhaustion. Psychological hardiness, a personality construct comprising commitment, control, and challenge, has been identified in various high-stress occupations as a key resilience factor, yet its specific moderating role in the educational context requires further empirical evidence.

METHOD: This cross-sectional study examined 844 primary and secondary education teachers from Greece and Cyprus. The variables investigated included three types of job stressors (workload/time pressure, student learning problems, and organizational issues), emotional exhaustion, and the three facets of psychological hardiness. Data were collected using the Teachers’ Professional Stress Questionnaire, the Maslach Burnout Inventory, and the Hardiness Resilience Gauge. Statistical analysis was performed using Confirmatory Factor Analysis (CFA) and Latent Moderated Structural Equation (LMS) modeling to test interaction effects.

RESULTS: Findings revealed that hardiness significantly moderates the relationship between job stressors and emotional exhaustion. Notably, the three hardiness facets (3Cs) functioned differentially, with certain attitudes showing stronger moderating associations with specific stressors than others.

DISCUSSION: These results support the “hardiness mindset” approach, suggesting that hardiness may be relevant in understanding how teachers appraise and respond to job demands and emotional exhaustion.

PRACTICAL IMPLICATIONS AND LIMITATIONS: The study highlights the potential for hardiness-based intervention programs to address teacher burnout. However, the cross-sectional design and the use of convenience sampling limit the ability to draw causal inferences and generalize findings to all educational systems.

PMID:42398155 | DOI:10.1016/j.actpsy.2026.107361

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Nevin Manimala Statistics

PM2.5-bound organophosphate esters and childhood attention-deficit hyperactivity disorder symptoms: A population-based study from China

Neurotoxicology. 2026 Jul 3;115:103509. doi: 10.1016/j.neuro.2026.103509. Online ahead of print.

ABSTRACT

The association between childhood exposure to PM2.5-bound organophosphate esters (OPEs) and attention deficit hyperactivity disorder (ADHD) remains poorly understood. In this large population-based study of 131,412 children aged 6-18 years attending schools in the Pearl River Delta, China, we collected ambient fine particulate matter (PM2.5) samples from schools to quantify OPEs levels, and screened for ADHD symptoms using parent-reported ADHD/Diagnostic and Statistical Manual of Mental Disorders (DSM-Ⅳ) Scales. We employed elastic net regression for variable selection, generalized linear mixed models (GLMMs) for association estimates, and weighted quantile sum regression to evaluate mixture effects. Odds ratios (ORs) are expressed as the change in odds of ADHD symptoms per interquartile range (IQR) increase in OPE levels. Elevated PM2.5-bound OPE exposure was associated with higher odds of ADHD symptoms in children, especially for triphenyl phosphate (TPHP) (OR = 1.75, 95% CI: 1.70-1.79), tris(2-ethylhexyl) phosphate (TEHP) (OR = 1.73, 95% CI: 1.69-1.77), tris(1,3-dichloroisopropyl) phosphate (TDCIPP) (OR = 1.71, 95% CI: 1.67-1.75), and tris(3,4-dimethylphenyl) phosphate (T34DMPP) (OR = 1.45, 95% CI: 1.41-1.49). Similar associations were observed across different ADHD subtypes. Stratified analyses indicated heterogeneous associations across age, sex, and breastfeeding subgroups, with no consistent pattern of effect modification across all OPE exposures. These findings suggest that inhalation of OPE mixtures may be associated with adverse neurodevelopmental outcomes in children, highlighting a potential developmental window of susceptibility and raising public health concerns about airborne contaminants.

PMID:42398137 | DOI:10.1016/j.neuro.2026.103509

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Nevin Manimala Statistics

Influence of iliofemoral ligament laxity on hip joint contact forces during gait

J Biomech. 2026 Jun 30;205:113442. doi: 10.1016/j.jbiomech.2026.113442. Online ahead of print.

ABSTRACT

The iliofemoral ligament (ILFL) is crucial for hip joint stability, and its laxity contributes to hip joint instability. However, the effects of ligament laxity on hip kinetics remain unclear. This study aimed to develop a musculoskeletal model incorporating the ILFL and investigate the effects of ILFL laxity on hip contact forces (HCFs) during gait. Gait data were collected from 22 healthy young adults, and 21 participants with complete data were used for subsequent analyses. A musculoskeletal model incorporating the ILFL was used to investigate HCFs and muscle forces during gait. Statistical Parametric Mapping Paired t-test was used to compare HCFs and muscle forces during the stance phase of gait between a model with normal ILFL properties (normal model) and a model with ILFL laxity (laxity model). ILFL force was significantly lower in the laxity model than in the normal model. The laxity model exhibited a significant increase in the anterior HCF and a significant decrease in the medial HCF during the latter half of the stance phase. Muscle forces in the hip flexors and abductors were significantly increased. ILFL laxity increased the anterior HCF and decreased the medial HCF. These changes may contribute to instability, anterior soft-tissue injuries, and secondary hip muscle disorders.

PMID:42398126 | DOI:10.1016/j.jbiomech.2026.113442

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Nevin Manimala Statistics

Extent of resection as an independent predictor of survival for patients with glioblastoma as defined by the new WHO 2021 classification

J Neurosurg. 2026 Jul 3:1-11. doi: 10.3171/2026.1.JNS25467. Online ahead of print.

ABSTRACT

OBJECTIVE: Extent of resection (EOR) has previously been demonstrated to have an impact on survival in patients with glioblastoma (GBM). However, with the World Health Organization (WHO) 2021 reclassification of GBMs based on IDH-mutation status, patients with “IDH-mutant GBMs,” who typically survive long term, were reclassified as WHO grade 4 IDH-mutant astrocytomas and removed from the GBM taxonomy. Therefore, it is unknown whether the previously reported impact of resection on survival was a false-positive result due to the inclusion of the less aggressive IDH-mutant tumors in previous datasets. This study aimed to determine the extent to which EOR remains an independent predictor of survival in patients with WHO 2021 GBM after the reclassification of IDH-mutant grade 4 astrocytomas.

METHODS: All cases of GBM tumors (based on the pre-2021 GBM classification) that were newly diagnosed between 2005 and 2021 were identified in our institutional database and subsequently reclassified based on the updated WHO 2021 criteria using IDH status. Multivariable statistical analyses of demographic information, survival time, and EOR based on volumetric MRI were performed to determine the independent predictors of survival for the whole group of patients and for IDH-wildtype GBM patients exclusively. Additional analyses were performed to identify an EOR threshold for improvement in survival.

RESULTS: Of the 523 tumors classified as GBM based on the pre-2021 taxonomy, 52 (9.9%) cases were reclassified as WHO grade 4 IDH-mutant astrocytomas, and the median survival of patients in this group was 7.9 years, whereas median survival of the IDH-wildtype GBM patients was 1.4 years. Multivariate analyses of the whole group demonstrated that IDH-mutant astrocytomas were associated with reduced hazard of death. In both the whole group (n = 523) and in IDH-wildtype GBMs (n = 471), higher EOR of the contrast-enhancing (CE) tumor was associated with reduced hazard of death, whereas older age or male sex was associated with increased hazard of death. Because most patients (90%) had high EOR values (> 81%), a statistically meaningful EOR threshold could not be established.

CONCLUSIONS: These analyses demonstrated that EOR of the CE tumor is an independent predictor of survival and that greater EOR is associated with improved survival in WHO 2021 IDH-wildtype GBMs even after excluding grade 4 IDH-mutant astrocytomas. However, an absolute EOR threshold below which resection did not improve survival could not be established, raising concerns about prior cutoff assessments.

PMID:42398118 | DOI:10.3171/2026.1.JNS25467

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Nevin Manimala Statistics

Proteomic landscape and molecular mechanisms of encephalomyosynangiosis in a rodent model of chronic cerebral hypoperfusion

J Neurosurg. 2026 Jul 3:1-10. doi: 10.3171/2026.2.JNS251791. Online ahead of print.

ABSTRACT

OBJECTIVE: The purpose of the present study was to establish a reproducible 2-vessel occlusion (2VO) rat model combined with encephalomyosynangiosis (EMS) to investigate angiogenic and proteomic mechanisms of indirect cerebral revascularization as a basis for further study in order to improve angiogenesis and cognition.

METHODS: Fifteen rats underwent 2VO of the bilateral common carotid arteries 1 week apart. At the time of the second occlusion, 10 animals underwent EMS while 5 animals received a sham surgery. Adequate hypoperfusion was considered established if the cerebral blood flow decreased to 40% of baseline. Six weeks after surgery, reperfusion outcomes were assessed with the Longa model, novel object recognition, immunohistochemical analysis, and proteomic analysis.

RESULTS: Animals that underwent EMS surgery demonstrated minimal neurological deficits on the Longa model, and EMS animals spent more time with both the old (mean 16.08 seconds vs 8.07 seconds) and novel (18.21 seconds vs 10.84 seconds) objects, suggesting that the EMS animals overall spent more time exploring in both scenarios compared to the 2VO animals that were more sedentary. Immunohistochemical analysis revealed evidence of increased angiogenesis in tissue specimens collected from the experimental cohort. Proteomic analysis showed that the EMS mechanism of action likely alters metabolism, notably by stimulating aerobic respiration, reducing neutrophil-mediated neuroinflammation, altering synapses, reorganizing cytoskeletal protein binding, and activating MAPK/ERK signaling through L1CAM activation.

CONCLUSIONS: Establishing a 2VO and EMS rat model lays the groundwork for future research across laboratories to explore novel strategies for enhancing neovascularization, ultimately contributing to improved therapeutic approaches for patients with moyamoya disease and other vaso-occlusive cerebrovascular disorders.

PMID:42398107 | DOI:10.3171/2026.2.JNS251791

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Behavioral engagement and psychological perceptions in successful aging: the role of aging anxiety in older adults

Aging Ment Health. 2026 Jul 3:1-10. doi: 10.1080/13607863.2026.2696019. Online ahead of print.

ABSTRACT

AIM: This study examined the relationships among fear of aging, engagement in healthy aging behaviors, and successful aging, and explored whether behavioral engagement moderates the association between fear of aging and successful aging.

METHODS: A cross-sectional correlational study was conducted with 348 adults aged 50 years and older in Türkiye. Data were collected using the Personal Information Form, Successful Aging Scale, Engagement in Healthy Ageing Scale, and Fear of Old Age Scale. Descriptive statistics, Pearson correlation, linear regression, and moderation analyses (PROCESS Model 1) were performed.

RESULTS: Engagement in healthy aging behaviors was strongly associated with successful aging (r = 0.701, p < 0.001) and significantly predicted successful aging (β = 0.701, p < 0.001), explaining 49.1% of the variance. Fear of aging showed a weak positive association with successful aging (r = 0.178, p < 0.05) but was unrelated to engagement in healthy aging behaviors. Behavioral engagement did not moderate the relationship between fear of aging and successful aging.

CONCLUSIONS: Engagement in healthy aging behaviors appears to be a key determinant of successful aging, whereas fear of aging has a limited influence and does not promote behavioral engagement. These findings support interventions that encourage active health-promoting behaviors to foster successful aging.

PMID:42398096 | DOI:10.1080/13607863.2026.2696019

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Nevin Manimala Statistics

Augmentation in Achilles tendon repair: evidence versus enthusiasm

Br Med Bull. 2026 Jul 3;159(1):ldag019. doi: 10.1093/bmb/ldag019.

ABSTRACT

BACKGROUND: The routine use of augmentation in the surgical management of primary acute Achilles tendon rupture remains controversial. Biological, mechanical, and synthetic augmentation strategies have been adopted in clinical practice, yet their superiority over standard repair has not been established.

SOURCES OF DATA: A narrative review of peer-reviewed comparative studies, randomized controlled trials, systematic reviews, and meta-analyses retrieved from PubMed and MEDLINE, supplemented by the authors’ clinical expertise.

AREAS OF AGREEMENT: Standard surgical repair of acute Achilles tendon rupture, whether open or minimally invasive, reliably achieves high patient satisfaction, restoration of function, and acceptable return-to-sport rates. Patient-reported outcome measures and re-rupture rates are consistently comparable between augmented and non-augmented repairs across available randomized and controlled studies.

AREAS OF CONTROVERSY: Individual studies have occasionally reported statistically significant improvements in surrogate parameters following augmentation, but these rarely exceed minimally clinically important difference thresholds. Complication rates may be higher with augmentation, and endoscopic flexor hallucis longus transfer for acute ruptures has been associated with elevated re-rupture risk.

GROWING POINTS: Minimally invasive percutaneous repair techniques continue to evolve and provide reliable outcomes without augmentation. The intrinsic regenerative capacity of the Achilles tendon remains the dominant determinant of outcome regardless of operative strategy.

AREAS TIMELY FOR DEVELOPING RESEARCH: Well-powered randomized controlled trials with patient-centered outcomes are needed to evaluate whether any augmentation strategy offers clinically meaningful benefit in defined subgroups, such as patients with pre-existing tendinopathy, delayed presentation, or large-gap defects.

PMID:42398081 | DOI:10.1093/bmb/ldag019

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Nevin Manimala Statistics

Single-stapling versus double-stapling technique for rectal anastomosis-meta-analysis

BJS Open. 2026 Jul 3;10(4):zrag078. doi: 10.1093/bjsopen/zrag078.

ABSTRACT

INTRODUCTION: The single-stapling technique (SST) is an alternative to the conventional double-stapling technique (DST), particularly in low rectal surgery. This systematic review and meta-analysis compared anastomotic leak (AL) between SST and DST.

METHODS: A systematic review of the PubMed/MEDLINE, Google Scholar®, and Scopus databases was conducted in accordance with PRISMA guidelines from inception through December 2025. The primary outcome of interest was AL. A random-effects meta-analysis was used to compare AL, blood loss, operative time, and length of hospital stay between SST and DST. Risk ratios (RRs) were calculated for dichotomous outcomes and mean differences or standardized mean differences were calculated for continuous outcomes. Sensitivity and subgroup analyses were conducted according to surgical approach. Risk of bias was assessed, and the certainty of the evidence for AL was evaluated using the GRADE framework.

RESULTS: Of 448 articles screened, 14 were included (2 randomized, 12 observational studies), comprising 1326 patients in the SST group and 1720 in the DST group. SST was associated with a significantly lower risk of AL than DST (RR 0.61; 95% confidence interval 0.42 to 0.90; P = 0.012), with moderate heterogeneity. Sensitivity analysis excluding studies with zero events yielded consistent results. Subgroup analyses showed no difference in AL for open intracorporeal SST compared with DST, a trend toward benefit with minimally invasive intracorporeal SST compared with DST, and a pronounced reduction in AL with transanal SST compared with DST.

CONCLUSIONS: Although the causes of AL are multifactorial, with respect to the stapling technique, SST was associated with a lower risk of AL than DST, and this effect was primarily driven by transanal SST. However, the certainty of evidence is low, and ongoing prospective studies will better define the role of SST.

PMID:42398078 | DOI:10.1093/bjsopen/zrag078

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Nevin Manimala Statistics

Use of Electronic Patient Record Systems for Rapid Response to an MHRA Public Assessment Report: Retrospective Observational Study

JMIR Form Res. 2026 Jul 3;10:e81355. doi: 10.2196/81355.

ABSTRACT

BACKGROUND: Digital health data and infrastructure facilitate rapid analysis to provide actionable data, thereby fulfilling the principles of a learning health system. In response to a report from the UK Medicines and Healthcare Products Regulatory Agency (MHRA), a rapid service evaluation was carried out to identify patterns of modified-release (MR) opioid use after elective surgery.

OBJECTIVE: We aimed to describe the prescribing patterns of MR opioids, methods to repurpose existing infrastructure, and the experience of collaboration between clinical and research teams using shared data pipelines.

METHODS: A retrospective case-control study was conducted at a tertiary care organization across multiple hospital sites in London, United Kingdom. Prescription and administration data for adult patients undergoing elective surgery between March 31, 2019, and June 20, 2025, were extracted from a standardized research data pipeline within 4 weeks of the publication of the MHRA report. Patients were screened for MR opioid prescriptions in the postoperative period and at hospital discharge. Counts and proportions of encounters in which MR opioids were administered or prescribed were evaluated across the study period. Reflections on the application of the infrastructure for this purpose were also documented.

RESULTS: Of 126,882 elective surgeries screened, 102,879 (81.1%) met the eligibility criteria. Over the study period, patients received a new MR opioid prescription after 7525 (7.3%) of the 102,879 eligible encounters, with 2438 (2.4%) encounters receiving a new MR opioid prescription at hospital discharge. Postoperative administration of MR opioids and prescribing at discharge have declined since 2020. As a result of this study, a new context-aware alert system was developed to monitor and reduce MR opioid prescribing in this surgical cohort. Reflections on the implementation experience demonstrated how collaboration between clinical and research teams in conjunction with integrated and seamless research pipelines allowed rapid knowledge generation. Key issues raised were the difficulty of validation between parallel data extraction systems and how the two different teams compared nonequitable data points and results.

CONCLUSIONS: Mature digital and analytical infrastructure within health care institutions can enable swift evaluation of local practices in the context of national medication safety alerts. This can shorten action response times and improve patient care but requires close collaboration between clinicians and research teams. Shared infrastructure between teams across the learning health system improves data quality and provides easy access to the key users. Further work is needed to understand the benefits and challenges of infrastructure built for other use cases and the effectiveness of the intervention.

PMID:42398067 | DOI:10.2196/81355