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Comparative Analysis of Deep Learning Algorithm for Cancer Classification using Multi-omics Feature Selection
Published 2022-10-01“… Advancement of high-throughput technologies in omics studies had produced large amount of information that enables integrated analysis of complex diseases. …”
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Multi-omics analysis reveals the sensitivity of immunotherapy for unresectable non-small cell lung cancer
Published 2025-02-01“…The AUC of metabolomics prediction model was 0.977 and the AUC of proteomics was 0.875 while the AUC of the integrative-omics prediction model was 0.955.ConclusionsMetabolic and protein biomarkers in peripheral blood both have high efficacy and reliability in the prediction of immunotherapy sensitivity in unresectable stage III and IV non-small cell lung cancer, but validation in larger population-based cohorts is still needed.…”
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Integrated multi-omics profiling reveals neutrophil extracellular traps potentiate Aortic dissection progression
Published 2024-12-01“…Here, we perform proteomic and single-cell transcriptomic analyses of peripheral blood and aortic lesions, respectively, from patients with AD and healthy subjects. The integrated multi-omics profiling identifies that highly phenotype-associated macrophages orchestrate neutrophil extracellular traps (NETs) through CXCL3/CXCR2 axis, thereby promoting the development of AD. …”
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Improvement in the prediction power of an astrocyte genome-scale metabolic model using multi-omic data
Published 2025-01-01“…IntroductionThe availability of large-scale multi-omic data has revolution-ized the study of cellular machinery, enabling a systematic understanding of biological processes. …”
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A multi-omics spatial framework for host-microbiome dissection within the intestinal tissue microenvironment
Published 2025-01-01“…MicroCart enables a deep investigation of the intricate interplay between the host tissue and its microbiome with spatial multi-omics.…”
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Synthetic augmentation of cancer cell line multi-omic datasets using unsupervised deep learning
Published 2024-11-01“…Harnessing orthogonal multi-omic information, this model successfully generates molecular and phenotypic profiles, resulting in an increase of 32.7% in the number of multi-omic profiles and thereby generating a complete DepMap for 1523 cancer cell lines. …”
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Multi‐omics analysis of pyroptosis‐related genes for prognosis and immune landscape in head and neck cancer
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Editorial: Vascular- and immuno-metabolism as drivers of cardiovascular disease: insights obtained from omics approaches
Published 2025-01-01Subjects: Get full text
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Multi-omics architecture of childhood obesity and metabolic dysfunction uncovers biological pathways and prenatal determinants
Published 2025-01-01“…Our integrative analysis uncovers three clusters of children defined by specific multi-omics profiles, one of which characterized not only by higher adiposity but also by a high degree of metabolic complications. …”
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Network pharmacology and multi-omics validation of the Jianpi-Yishen formula in the treatment of chronic kidney disease
Published 2025-01-01Subjects: Get full text
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Multi-omics analysis in inclusion body myositis identifies mir-16 responsible for HLA overexpression
Published 2025-01-01Subjects: Get full text
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Multi-omic analysis on the molecular mechanisms of rapid growth in ‘Deqin’ alfalfa after space mutagenesis
Published 2025-01-01“…Integrated proteomics and transcriptomics showed that photosynthesis, starch and sucrose metabolism, carbon metabolism, and carbon fixation in photosynthetic organisms promoted the rapid growth of the mutants. By integrating multi-omics data, we elucidated the synergistic effects of pathways such as hormone signal transduction and tryptophan metabolism on the rapid growth of the mutants. …”
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Integrative multi-omics analysis reveals the role of toll-like receptor signaling in pancreatic cancer
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Immune-mediated mechanisms in acute osteofascial compartment syndrome: insights from multi-omics analysis
Published 2025-02-01“…Comparative analysis of expression differences between AOCS and control groups, followed by in-depth examination, allowed us to unravel the intricacies of AOCS occurrence from a multi-omics perspective. Results Our research findings indicate that AOCS is an immune-mediated inflammatory disease, primarily involving immune cells, especially neutrophils. …”
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