Scientific Reports

Domain-generalized representation learning for cross-chemical-family toxicity prediction

Wael A. Mahdi, Adel Alhowyan, Ahmad J. Obaidullah Jul 30, 2026 10.1038/s41598-026-64174-8

Abstract Traditional QSAR toxicity models are, in general, assessed with random train-test splits where structural overlaps between train and test compounds are allowed. This usually...

Fraud learns too: continual graph learning under strategic adversarial drift in dynamic networks

Huijie Fan, Yanan Jiao, Mengdie Wang et al. Jul 30, 2026 10.1038/s41598-026-60997-7

Abstract Financial transaction networks face a persistent threat from strategic adversarial drift, in which sophisticated actors manipulate graph structure to by...

Comparison of cervical swab and urine samples for high-risk HPV infection and PAX1 methylation in detection of cervical neoplasia

Tsai-Yin Wei, Wen-Hsuan Lin, Chia-Sui Weng et al. Jul 30, 2026 10.1038/s41598-026-63478-z

Abstract Cervical cancer screening commonly requires clinician-collected cervical specimens, prompting interest in less invasive sampling approaches. This paired...

A multi-objective optimization framework for sustainable automotive interior design integrating enhanced triple bottom line, fuzzy decision-making, and BO-BiLSTM-driven NSGA-II

Jingbin Aan, Shiwen Huang, Xuhui Chen Jul 30, 2026 10.1038/s41598-026-61990-w

Inhalable ligustrazine powders relieve inflammation of COPD via regulation of neutrophil extracellular traps and gut-lung axis microbiota

Xuejing Luan, Mengyao Shi, Di Wu et al. Jul 30, 2026 10.1038/s41598-026-64541-5

Case-based evaluation of emergency parking bay installation in three-lane loess tunnels in the loess plateau of Shaanxi Province

Qiang Chen, Hu Wei, Songtao Xiao et al. Jul 30, 2026 10.1038/s41598-026-63430-1

A machine learning and agent-based modeling framework for tourism crisis management

Yingjie Wang Jul 30, 2026 10.1038/s41598-026-63675-w

Abstract This study proposes and tests a new Destination Resilience Assessment Framework (DRAF) to overcome the weaknesses of existing models which have a limited focus on multi-haza...

Microbacterium pollutisoli sp. nov., isolated from HCH-contaminated soil, exhibits genomic potential for bioactive compounds

Monika Sharma, Padma Dolkar, Stanzin Choksket et al. Jul 30, 2026 10.1038/s41598-026-62475-6

Efficacy and safety of trastuzumab emtansine versus trastuzumab deruxtecan in HER2-positive breast cancer with anti-HER2 therapy resistance: a multicenter retrospective study

Rongbin Xu, Jie You, Xinqian Zhang et al. Jul 30, 2026 10.1038/s41598-026-64365-3

Expression characteristics and clinical significance of PSCA in pancreatic cancer

Jianhua Mao, Yiqun Shen, Xianyu Wang et al. Jul 30, 2026 10.1038/s41598-026-62238-3

Nanomagnetic cyanuric chloride supported Cu as an efficient and reusable nanocatalyst for the synthesis of ortho aminocarbonitriles

Mojan Nori, Seyed Mohammad Vahdat, Hasan Tahermansouri et al. Jul 30, 2026 10.1038/s41598-026-64495-8

MRI-derived 3D lower limb muscle shape as a biomarker for disease severity in Duchenne muscular dystrophy

Nathan Decaux, François Rousseau, Pierre-Henri Conze et al. Jul 30, 2026 10.1038/s41598-026-63949-3

Abstract Duchenne muscular dystrophy (DMD) is characterized by progressive muscle degeneration leading to loss of ambulation. Identification of predictive biomarkers of loss of ambul...

Nonlinear speaker–listener age interactions shape how listeners’ perceived emotions and voice impressions mediate purchase intention in advertising speech

Mizuki Nagano, Yusuke Ijima, Sadao Hiroya Jul 30, 2026 10.1038/s41598-026-61949-x

Comprehensive genetic analysis defines the genetic architecture and phenotypic spectrum of Korean patients with congenital hypogonadotropic hypogonadism

Dohyung Kim, Ja Hye Kim, Soojin Hwang et al. Jul 30, 2026 10.1038/s41598-026-63872-7

Silicon nanoparticle morphology and aggregation state modulate plant antioxidant responses under abiotic stress: a meta-analysis

Emilaine da Rocha Prado, Renato de Mello Prado, Reginaldo de Oliveira et al. Jul 30, 2026 10.1038/s41598-026-62694-x

Abstract Drought, salinity, and heavy metal toxicity collectively reduce global crop yields by more than 50% and share a common biochemical outcome: excessive re...

Frailty and its associated factors among community-dwelling late-middle-aged adults in a rural county in Taiwan: a cross-sectional study

Su-Yen Chen, Shu-He Huang, Sheng-Ju Chan et al. Jul 30, 2026 10.1038/s41598-026-63607-8

High DDIT4 expression in colorectal cancer is associated with an immunosuppressive tumour microenvironment and poor prognosis

Ran Sun, Ting Wei, Shangyu Xin et al. Jul 30, 2026 10.1038/s41598-026-63343-z

Randomized trial of dexmedetomidine and remimazolam with remifentanil for sedation during hepatic radiofrequency ablation

Seungwon Lee, Jeayoun Kim, In Sun Chung et al. Jul 30, 2026 10.1038/s41598-026-63578-w

Hybrid spectral learning framework for real-time material classification of end-of-life photovoltaic panels

S. Ragul, P. Elamurugan, R. Arunkumar et al. Jul 30, 2026 10.1038/s41598-026-64233-0

Biodegradation potential of bacterial isolates Enterococcus faecalis RBRJ026 and Klebsiella pneumoniae RBRJ024 against benzyl butyl phthalate

Akanksha Jasrotia, Gauri Chaudhary, Pushap Raj et al. Jul 30, 2026 10.1038/s41598-026-64055-0

AI-powered talent chain management with multi-agent systems for industry and innovation growth

Rongfu Wang, Xiufen Zeng, Fuchao Li et al. Jul 30, 2026 10.1038/s41598-026-60531-9

ANN-powered design equations and graphical user interface for capacity prediction of short concrete-filled double skin steel tubular columns

Vanira Pradhan, Sajal Sarkar, Partha Sarathi Nayek et al. Jul 30, 2026 10.1038/s41598-026-64327-9

Abstract Concrete-filled double steel tubular (CFDST) and concrete-filled double-skin steel tube (CFDSST) columns have emerged as an efficient steel–concrete com...

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