Categories
Nevin Manimala Statistics

Osr1 orchestrates posterior second heart field cell migration for outflow tract formation

Commun Biol. 2025 Nov 21. doi: 10.1038/s42003-025-09118-0. Online ahead of print.

ABSTRACT

Congenital heart defects, particularly those affecting the outflow tract (OFT), represent a significant cause of neonatal morbidity and mortality. The genetic and cellular mechanisms underlying OFT abnormalities, especially the migration of second heart field (SHF) cells, remain poorly understood. In this study, we identify two distinct migratory pathways for Osr1-expressing posterior SHF cells directed toward the OFT and inflow tract (IFT). We show that Osr1 regulates two key ligand-receptor signaling axes, Hedgehog-Ptch1 and Cxcl12-Cxcr7, both of which are essential for the directed migration of Osr1⁺ cells toward the OFT. We establish that Smo and Ackr3 (encoding CXCR7) are direct transcriptional targets of Osr1. Functional studies demonstrate that Osr1-Hh signaling governs SHF cell migration and OFT development, while Osr1-Cxcl12 signaling likely acts in synergy to support this process. These findings underscore the pivotal role of Osr1+ pSHF cells in directing heart pole development and reveal crucial ligand-receptor interactions involved in cell migration, potentially guiding future therapeutic targets for congenital heart defects.

PMID:41272108 | DOI:10.1038/s42003-025-09118-0

Categories
Nevin Manimala Statistics

Quality of life after laparoscopic totally extraperitoneal (TEP) inguinal hernia repair with fibrin glue versus tack mesh fixation

Sci Rep. 2025 Nov 21;15(1):41167. doi: 10.1038/s41598-025-26626-5.

ABSTRACT

Mechanical methods are hypothesized to have postoperative pain and more seroma formation than non-mechanical methods due to tissue trauma. Therefore, the current prospective cohort study aimed to assess postoperative pain and quality-of-life (QoL) after fibrin glue versus tack mesh fixation. From July 2022 to December 2023, 80 patients sought TEP at the Suez Canal University Hospitals outpatient clinic. Participants were divided into two groups based on mesh fixation: the Fibrin glue group (FG) and the Tack group (TG). The purpose of this study was to compare the rate of post-operative complications, post-operative pain, length of hospital stays, and wound complications. In the meantime, the two groups QoL were compared using the SF-36 scoring questionnaire and the Caroline Comfort score (CCS). The patients in TG had higher operative time (84.5 ± 5.5 min) compared to patients in FG (78.3 ± 6.4); without statistical significance (p = 0.21). The FG had a statistically significant shorter length of hospital stay compared to TG (p = 0.02) although the duration till initiation of weight bearing did not have statistical difference between both groups (p = 0.09). With a 30-day postoperative follow-up period, overall, there was no difference between both groups regarding the development of postoperative urine retention, seroma or wound infection (p = 0.09, 0.32, 0.3; respectively). Furthermore, after 6 months, FG had a higher overall QoL score using both CCS and SF-36 questionnaire (P = 0.001 and 0.02; respectively). Glue fixation may have a better quality of life and less postoperative pain; however further clinical trials are still needed.

PMID:41271995 | DOI:10.1038/s41598-025-26626-5

Categories
Nevin Manimala Statistics

AI-driven real-time responsive design of urban open spaces based on multi-modal sensing data fusion

Sci Rep. 2025 Nov 21;15(1):41255. doi: 10.1038/s41598-025-25143-9.

ABSTRACT

Traditional static design approaches struggle to address the dynamic environmental conditions and evolving user needs of contemporary urban open spaces. This research proposes a comprehensive AI-driven real-time responsive design methodology that integrates multi-modal sensing data to enable dynamic optimization of urban open spaces. The proposed framework employs a hierarchical data fusion architecture that processes heterogeneous sensor streams including visual, acoustic, and environmental data through advanced machine learning algorithms. Deep learning-based spatial optimization models combined with reinforcement learning mechanisms generate adaptive design solutions that respond to real-time conditions while maintaining design quality standards. The system achieves sub-100ms response times through optimized computational architectures and intelligent caching strategies. Experimental validation conducted across three representative urban sites demonstrates significant improvements including 34.2% increase in space utilization efficiency (measured as the ratio of actively used area to total available space), 28.7% enhancement in pedestrian flow optimization (quantified through movement speed and path directness metrics), and 22.3% reduction in operational costs compared to conventional static design approaches. The practical application case study at Metropolitan Central Plaza, a 2.4-hectare transit-oriented public space in Shanghai’s dense urban district, validates the methodology’s effectiveness in real-world deployment, showing substantial improvements in user satisfaction metrics and environmental quality indicators. This research establishes foundational principles for developing intelligent urban environments that can continuously adapt to changing conditions while optimizing resource utilization and enhancing user experience quality.

PMID:41271992 | DOI:10.1038/s41598-025-25143-9

Categories
Nevin Manimala Statistics

A multilevel Bayesian approach to climate-fueled migration and conflict

Sci Rep. 2025 Nov 21;15(1):41268. doi: 10.1038/s41598-025-25332-6.

ABSTRACT

Do climate conditions and extreme events fuel conflict and migration? This question has been widely studied using causal designs that exploit natural variation in climate variables, often analyzed with linear fixed-effects models. Yet in this setting, nonlinear relationships, distributional features of outcomes, and spatial heterogeneity can cause these models to violate core assumptions and yield unreliable inferences. We propose a multilevel Bayesian framework that accommodates such features while retaining identification strategies from natural experiments. We illustrate its potential with a representative analysis from the literature of the effect of temperature anomalies on conflict in Somalia. When outcome distributions suited to event counts are combined with partial pooling across regions, the apparent aggregate climate effect disappears and marked regional heterogeneity emerges, with positive associations in only a few southern regions and negative or uncertain effects elsewhere. Extending pooling across time further improves predictive ability. More broadly, the multilevel Bayesian framework offers a general strategy for strengthening both explanatory and predictive inferences about climate and social outcomes, supporting internal and external validity while efficiently accommodating heterogeneity even with small samples. This methodological bridge between econometric identification strategies and statistical modeling provides a robust foundation for interdisciplinary climate-conflict-migration research.

PMID:41271982 | DOI:10.1038/s41598-025-25332-6

Categories
Nevin Manimala Statistics

Squat lobster latitudinal life habitat shifts and metabolic response to combined temperature and oxygen conditions in the Humboldt Current System

Sci Rep. 2025 Nov 21. doi: 10.1038/s41598-025-25984-4. Online ahead of print.

ABSTRACT

We examined how a species inhabiting a latitudinal gradient, from warm oxygenated surface waters to cold oxygen-limited subsurface waters along the Eastern South Pacific (ESP) shelf, responds to latitudinal temperature shifts at low-oxygen isopleths. We combined temperature-oxygen sections from the World Ocean Database, historical records of pelagic/benthic Grimothea monodon occurrence across latitude, models with these data, and laboratory experiments assessing juveniles’ routine and postprandial metabolism under realistic temperature-oxygen conditions. The life habits (pelagic or benthic) of squat lobsters were related to temperature at the 2 mL O2 L-1 oxygen isopleth. At temperatures > 15 °C near the upper oxygen minimum zone isopleth, mostly pelagic individuals were observed, suggesting restricted vertical migration. The physiological performance of juveniles (main migratory stage) was negatively affected by high temperature-hypoxia interaction. Routine metabolic rates decreased by 60% under hypoxia at 21 °C, and postprandial metabolism (as Specific Dynamic Action) was also strongly reduced under those conditions. Grimothea monodon can shift between pelagic and benthic habitats across a range of ESP conditions, maintaining the intergenerational ability to alternate habitats. This plasticity, expressed as vertical expansion or restriction, may help maintain or expand its latitudinal ranges, with natural food webs and fisheries adjusting to its availability as key prey item.

PMID:41271967 | DOI:10.1038/s41598-025-25984-4

Categories
Nevin Manimala Statistics

Healthcare utilization and costs after cranial epilepsy surgery and vagus nerve stimulation in pediatric drug-resistant epilepsy: a nationwide cohort study

Sci Rep. 2025 Nov 21;15(1):41335. doi: 10.1038/s41598-025-25229-4.

ABSTRACT

Pediatric drug-resistant epilepsy (DRE) affects 30-40% of children with epilepsy, resulting in medical costs significantly higher than those of controlled epilepsy. Cranial epilepsy surgery (CES) and vagus nerve stimulation (VNS) are key interventions; however, their long-term economic impact remains ambiguous. Using South Korea’s National Health Insurance claims data (2007-2022), we examined healthcare utilization and costs among children with DRE treated with antiseizure medications (ASM) only, CES, or VNS. Of the cohort included 6020 patients, of whom 5407 (89.8%) received ASM-only treatment, 396 (6.6%) underwent CES, and 217 (3.6%) received VNS. Post-CES, emergency department (ED) visits declined by 65%, overall length of stay (LOS) by 45%, epilepsy-specific admissions by 49% and epilepsy-specific LOS by 83%. Interrupted time series analysis revealed a sustained monthly reduction in total costs, consistent with fewer high-risk encounters. Post-VNS, ED visits fell by 41%, admissions by 39%, and LOS by 44%, with reductions in epilepsy-related admissions; however, outpatient visits remained unchanged. Both CES and VNS significantly reduce acute-care needs in pediatric DRE. CES yields the greatest and most durable benefits, while VNS shifts care from emergency and inpatient settings to scheduled outpatient follow-up, offering a valuable alternative when surgery is not feasible.

PMID:41271932 | DOI:10.1038/s41598-025-25229-4

Categories
Nevin Manimala Statistics

Quantum color image encryption using a novel 4D hyperchaotic Lorenz system and Fibonacci transform

Sci Rep. 2025 Nov 21;15(1):41439. doi: 10.1038/s41598-025-25760-4.

ABSTRACT

Satellite images are critical for ecological monitoring and national security; thus, protecting its integrity is imperative. Nonetheless, existing encryption methods struggle to balance robustness and efficiency. This paper proposes a novel quantum chaos-based image encryption scheme (QCIES) combining a 4D hyperchaotic Lorenz system (4D-HLS) and quantum Fibonacci transform (QFT) addressing these limitations. During the encryption process, we first used The Generalized Quantum Image Representation (GQIR) technique to transform a conventional color image into quantum data. Then, 4D-HLS generates complex, unpredictable keys through bifurcation and sensitivity to initial conditions. 4D-HLS complex dynamics coupled with quantum pixel reorganization provide unprecedented resistance against statistical and brute-force attacks. Additionally, QFT with a quantum adder randomly encrypts pixel locations, producing the final encrypted image. Performance evaluation was conducted using Python to analyze key metrics including histogram distribution, information entropy, and adjacent pixel correlation. Extensive security testing revealed QCIES robust performance, achieving near-ideal correlation coefficients (< 0.004), information entropy (> 7.999), NPCR (99.64%), UACI (33.56%) and massive key space [Formula: see text]. The achieved [Formula: see text] key space notably exceeds the [Formula: see text] NIST standard, while maintaining computational efficiency through optimized quantum circuit design. These innovations establish a new benchmark for satellite image transmission in critical infrastructure applications.

PMID:41271918 | DOI:10.1038/s41598-025-25760-4

Categories
Nevin Manimala Statistics

Prognostic value of the C-reactive protein-to-albumin ratio in acute decompensated heart failure across different glucose metabolism statuses

Sci Rep. 2025 Nov 21;15(1):41226. doi: 10.1038/s41598-025-25099-w.

ABSTRACT

The C-reactive protein-to-albumin ratio (CAR) is an emerging biomarker linked to cardiovascular disease. However, its role in predicting outcomes among acute decompensated heart failure (ADHF) patients, particularly when stratified by glycemic status, remains poorly defined. This retrospective study included 1,494 consecutive ADHF patients admitted between 2018 and 2023, with the primary endpoint being major adverse cardiac and cerebrovascular events (MACCEs). Patients were stratified into low- and high-CAR groups using an optimal cutoff of 0.29, derived from maximally selected rank statistics. To assess the relationship between CAR and MACCEs in different glucose metabolism states, multivariable Cox proportional hazards models, restricted cubic splines (RCS), and Kaplan-Meier survival curves were used. During a median follow-up of 528 days, 565 patients (37.8%) experienced MACCEs. After adjusting for potential confounders, higher CAR levels were significantly associated with an increased risk of MACCEs (Model 3: hazard ratio [HR]: 1.45, 95% confidence interval [CI]: 1.19-1.77, p < 0.001). When stratified by glycemic status, CAR as a robust predictor in diabetic patients (Model 3 HR: 1.91, 95% CI: 1.41-2.58, p < 0.001), whereas no significant associations were observed in prediabetic or normoglycemic individuals (all p > 0.05). In conclusion, CAR demonstrates independent prognostic value in ADHF patients with concomitant diabetes, highlighting its potential as a stratification tool for personalized risk assessment and therapeutic optimization in this high-risk population.

PMID:41271915 | DOI:10.1038/s41598-025-25099-w

Categories
Nevin Manimala Statistics

Artichoke and cardiometabolic health: A systematic and meta-analytic synthesis of current evidence

Diabetes Metab Syndr. 2025 Nov 19;19(10):103328. doi: 10.1016/j.dsx.2025.103328. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: This systematic review and meta-analysis was conducted to evaluate the effects of artichoke supplementation on cardiometabolic health markers in adults.

METHODS: A comprehensive literature search of PubMed, Scopus, Embase, Web of Science, and the Cochrane Central Register of Controlled Trials was conducted up to September 2024.

RESULTS: Artichoke supplementation significantly reduced body mass index (WMD = -0.51 kg/m2, 95 % CI: 0.93 to -0.09) and waist circumference (WMD = -1.21 cm, 95 % CI: 2.24 to -0.17), while its effects on body weight and hip circumference were not statistically significant. Blood pressure outcomes revealed significant reductions in both systolic (WMD = -2.49 mmHg, 95 % CI: 4.33 to -0.65) and diastolic (WMD = -1.53 mmHg, 95 % CI: 3.01 to -0.05) pressures. Significant lipid profile improvements were observed in total cholesterol (WMD = -12.29 mg/dL, 95 % CI: 19.92 to -4.65), low-density lipoprotein cholesterol (WMD = -10.31 mg/dL, 95 % CI: 18.57 to -2.04), and triglycerides (WMD = -12.85 mg/dL, 95 % CI: 24.77 to -0.93), with no significant effect on high-density lipoprotein cholesterol. Regarding glycemic indices, insulin (WMD = -1.83 mU/L, 95 % CI: 3.33 to -0.32) and homeostatic model assessment for insulin resistance (WMD = -0.92, 95 % CI: 1.33 to -0.51) were significantly reduced, whereas fasting blood glucose and HbA1c were unaffected. Among liver function markers, alanine aminotransferase (WMD = -8.47 U/L, 95 % CI: 14.71 to -2.23) and alkaline phosphatase (WMD = -7.86 U/L, 95 % CI: 15.26 to -0.45) were significantly reduced, while aspartate aminotransferase showed a borderline non-significant effect. No significant change was observed in creatinine levels.

CONCLUSION: Artichoke supplementation may offer modest but significant improvements in several cardiometabolic risk markers.

PMID:41270328 | DOI:10.1016/j.dsx.2025.103328

Categories
Nevin Manimala Statistics

Comparison of the Doses Needed to Achieve Initial Control for F(ab’)2 vs. Fab Antivenom in North American Pit Viper Envenomation: A Retrospective, Pre-Post Study

J Emerg Med. 2025 Oct 24;80:74-80. doi: 10.1016/j.jemermed.2025.10.019. Online ahead of print.

ABSTRACT

BACKGROUND: There are only two antivenoms on the market approved for North American pit viper envenomations; crotalidae polyvalent immune Fab (ovine) and crotalidae immune F(ab’)2 (equine). There is currently no consensus on which agent may be more effective.

OBJECTIVES: This study aimed to investigate the efficacy and safety of F(ab’)2 compared with Fab regarding systemic and local effects of North American pit viper envenomation.

METHODS: Patients two years of age and older were retrospectively included and separated into groups if they received Fab or F(ab’)2. The primary outcome compared the amount of Fab or F(ab’)2 doses needed to achieve initial control. Secondary outcomes included incidence of recurrent coagulopathies, skin and soft tissue injury, 30-day readmission, length of stay, cost of drug therapy, and adverse events. Statistical significance was set at p < 0.05.

RESULTS: 114 patients were included, 57 in each group. F(ab’)2 patients required less doses to achieve initial control (1 vs. 4 doses; p < 0.01) and had a shorter length of stay (36 vs. 46 hours, p < 0.01). There were no differences in recurrent coagulopathies [20 (F(ab’)2) vs. 13 (Fab)], serious adverse events [1 (F(ab’)2) vs. 0 (Fab)] and readmission within 30 days [1 (F(ab’)2) vs. 0 (Fab)]. Non-serious adverse events were significantly greater in the F(ab’)2 group (10 vs. 1 event; p < 0.01).

CONCLUSIONS: Patients treated with F(ab’)2 antivenom for North American pit viper envenomation required less doses to achieve initial control, but experienced a greater incidence of non-serious adverse events.

PMID:41270323 | DOI:10.1016/j.jemermed.2025.10.019