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Federated learning for heterogeneous electronic health record systems with cost effective participant selection

Scientific Reports Jiyoun Kim, Junu Kim, Kyunghoon Hur et al. Feb 01, 2026 DOI: 10.1038/s41598-026-38299-9

YOLC with dynamic sparse attention for high-speed small target detection in wearable sports images

Scientific Reports Hui Chen, Ya Song, Wenlong Liu et al. Feb 01, 2026 DOI: 10.1038/s41598-026-38079-5

Genome wide identification and expression analysis of gibberellin oxidase family genes in sweet potato and its two diploid relatives

Scientific Reports Shanshan Zhang, Yongxiang Cao, Hui Yan et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37951-8

Abstract As essential plant hormones, gibberellins (GAs) regulate various growth and development processes. GA oxidases (GAoxs), including the GA2ox, GA3ox, and GA20ox subgroups, play prominent roles in the synthesis and degradation of GA; however, a systematic analysis of GAoxs has not been reported in sweet potato. Here, we identified GAox genes based on a comparative genomic analysis in sweet potato ( I.batatas ) and its two diploid wild relatives I. trifida and I. triloba . A total of 71 GAox genes were identified, with 23 in sweet potato, 25 in I. trifida and 23 in I. triloba . These genes can be divided into four phylogenetic groups based on their protein sequences. Each subgroup had their own conserved motif combination. The prediction of cis -elements in the promoter region showed that the most numerous elements in the promoter regions were related to hormone response. GAox genes in sweet potato respond to both plant hormones and abiotic stresses; notably, gene expression and co-expression analysis implicated ibGA2ox10 in tuber expansion, ibGA20ox3 / ibGA3ox5 in indole-3-acetic acid (IAA) and gibberellin (GA) synergy, ibGA2ox5 / ibGA3ox7 in gibberellin (GA) and paclobutrazol antagonism, and ibGA20ox1 / ibGA3ox8 in abiotic stress response.

Mindfulness promotes pro-environmental behaviors to reduce single-use plastic pollution

Scientific Reports Mana Tanhayi, Atefeh Chamani, Saeed Mohammadi Feb 01, 2026 DOI: 10.1038/s41598-026-36934-z

Multi-omics analysis reveals that ginsenoside Rb1 improves prognostic outcomes in sepsis by modulating mitochondrial metabolism MTHFD2 targets

Scientific Reports Qi Shu, Huan Luo, Like Zhong et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37362-9

Full-parametric, transdimensional, and joint inversion of surface wave dispersion and earthquake-based HVSR by MBMO for obtaining reliable subsurface structures

Scientific Reports Hanbing Ai, Kamal Abdelrahman, Ahmed M. Eldosouky Feb 01, 2026 DOI: 10.1038/s41598-025-16557-6

3D CSFA-UNet: a unified attention-driven deep learning framework for accurate knee MRI segmentation and osteoarthritis severity classification

Scientific Reports C. Moorthy, A. Shafeek, V. Gurunathan et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37847-7

A quantum-driven multi-objective scheduler for scalable task orchestration in fog-based cyber-physical-social systems

Scientific Reports Nadia Ghezaiel Hammouda, Mohamed Shalaby, Raed H. C. Alfilh et al. Feb 01, 2026 DOI: 10.1038/s41598-025-33627-x

Exploring novel resistant sources for chilli leaf curl disease in Capsicum annuum L. germplasm for genetic enhancement

Scientific Reports D. D. Deepika, Vedprakash Sharma, Manisha Mangal et al. Feb 01, 2026 DOI: 10.1038/s41598-025-23977-x

Based on binary evolution operator-enhanced black-kite algorithm with natural replacement for engineering numerical optimization problems

Scientific Reports Huayang Sun, Naisheng Tang, Ziyi Li et al. Feb 01, 2026 DOI: 10.1038/s41598-026-35846-2

Towards intelligent edge computing through reinforcement learning based offloading in public edge as a service

Scientific Reports Ateeqa Jalal, Umar Farooq, Ihsan Rabbi et al. Feb 01, 2026 DOI: 10.1038/s41598-025-34308-5

The unique contributions of adverse childhood experiences to increases in post-traumatic stress symptoms and problematic substance use after trauma exposure

Scientific Reports Maor Daniel Levitin, Dvora Shmulewitz, Einav Levine et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37883-3

Diagnosis and grading of steatotic liver disease via clinical and laboratory data using machine learning

Scientific Reports Behniya Sadeghi, Marzieh Zarrinbal, Hossein Poustchi et al. Feb 01, 2026 DOI: 10.1038/s41598-026-36834-2

Correlations between chromaticity parameters and shear strength of granite residual soil with different free iron oxide content and moisture content

Scientific Reports Zhibing Wang, Wei Deng, Changwei Diao et al. Feb 01, 2026 DOI: 10.1038/s41598-026-38135-0

Abstract In hot-humid regions, granite residual soil’s moisture and free iron oxide contents show marked spatiotemporal heterogeneity tied to seasons and weathering, creating an inherent connection between its visual color and mechanical properties. This study carried out indoor chromaticity parameter measurements and shear strength tests on residual granite soils in southeastern Guangxi with varying moisture and free iron oxide contents, acquiring CIE-L*a*b* color indices and shear strength parameters. Using path and regression analyses, it explored correlations between chromaticity parameters (L* [lightness], a* [red-green chroma], b* [yellow-blue chroma]) and shear strength indices (internal friction angle φ , cohesion c ). Results showed that at constant moisture, rising free iron oxide content positively correlates with cohesion, a* and b*, but not with L*; φ has no significant links to any chromaticity parameter. At fixed free iron oxide content, cohesion has a nonlinear correlation with L*, a* and b* as moisture increases, while φ is significantly positively correlated with these chromaticity indices. The findings verify that chromaticity parameters can effectively and rapidly estimate granite residual soil’s shear strength, providing valuable references for geotechnical evaluations.

The investigation of initial endotracheal tube cuff pressures in the operating room: a multi-center cross-sectional study in China

Scientific Reports Heqi Peng, Zhaohui Tang, Yalin Li et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37279-3

Abstract Cuffed endotracheal tubes (ETTs) are widely used in general anesthesia, with recommended cuff pressure (CP) between 20 and 30 cmH 2 O in adults. This multi-center study investigated actual CP management practices across 19 Grade A tertiary hospitals in China, involving 2058 anesthetized patients. The median initial CP measured within 30 min post-intubation was 48 cmH 2 O (IQR 32–70), with only 19% within the recommended range (75.4% > 30 cmH 2 O; 5.6% < 20 cmH 2 O). All institutions demonstrated similarly suboptimal CP management. Four distinct methods were used for cuff pressure estimation: pilot balloon palpation (96.2%), fixed-volume inflation (2.8%), minimal occlusive volume technique (0.7%), and direct manometry (0.2%). Among them, only direct manometry demonstrated reliable accuracy in achieving appropriate pressures. The remaining three methods showed no clear superiority over one another in terms of pressure assessment accuracy. In orotracheally intubated patients with palpation-estimated CP, independent risk factors for elevated pressure (> 30 cmH 2 O) included: age < 60 years, pressure-controlled ventilation, absence of PEEP, ETT internal diameter < 7.0 mm, aminosteroid neuromuscular blocker use, and trainee-performed inflation. These findings highlight widespread challenges in optimal CP management across Chinese tertiary care centers.

Mesh sensitivity and experimental verification for randomized arbitrary geometry cavity-based acoustic metamaterials designed with 2D FEM simulations

Scientific Reports Piotr Książek, Bartłomiej Chojnacki Feb 01, 2026 DOI: 10.1038/s41598-026-38139-w

A Citrus medica stem cutting-based platform for rapid screening of therapeutic compounds against Candidatus Liberibacter asiaticus

Scientific Reports Beatriz Cristina Pecoraro Sanches, Talita Alves dos Santos, Eduardo Silva Gorayeb et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37186-7

Limited resolution of DNA barcodes and environmental influence on phytochemical diversity in Berberis integerrima (Berberidaceae)

Scientific Reports Saba Samadi, Hamid Moazzeni, Atefeh Pirani et al. Feb 01, 2026 DOI: 10.1038/s41598-026-37409-x

Application of time-lagged satellite image-based crop coefficients for estimating actual evapotranspiration through FAO-56 method

Scientific Reports Roozbeh Moazenzadeh Feb 01, 2026 DOI: 10.1038/s41598-026-38365-2

Heat processing compromises GMO detection in soybean-enriched biscuits

Scientific Reports Özge Hüyük, Melike Baran Ekinci Feb 01, 2026 DOI: 10.1038/s41598-026-35280-4