Integrative Multi-Omics Approaches in Cancer Research: From Biological Networks to Clinical Subtypes
Cited by (295)
Items 101–200 of 295
- Integrative Multiomics and Drug Sensitivity Profiling Reveal Potential Biomarkers and Therapeutic Strategies in Pediatric Solid TumorsDina ElHarouni, Rosa D. Hernansaiz-Ballesteros, Heike Peterziel, Gnana Prakash Balasubramanian, Christopher Previti, Kathrin Schramm, Mirjam Blattner-Johnson, Rolf Kabbe, Barbara C. Jones, Sina Oppermann et al. · 2025 · Cancer Research
- Advanced segmentation method for integrating multi-omics data for early cancer detectionS Sangeetha, Sandeep Kumar Mathivanan, M Azath, Ravinder Beniwal, Naim Ahmad, Wade Ghribi, Saurav Mallik · 2025 · Egyptian Informatics Journal
- SetQuence & SetOmic: Deep set transformers for whole genome and exome tumour analysisNeringa Jurenaite, Daniel León-Periñán, Veronika Donath, Sunna Torge, René Jäkel · 2023 · Biosystems
- Role of systems biology and multi-omics analyses in delineating spatial interconnectivity and temporal dynamicity of ER stress mediated cellular responsesPriyanka Mallick, Sebabrata Maity, Oishee Chakrabarti, Saikat Chakrabarti · 2022 · Biochimica et Biophysica Acta (BBA) - Molecular Cell Research
- MetaRelSubNetVis: Referenceable network visualizations based on integrated patient data with group-wise comparisonFlorian Auer, Simone Mayer, Frank Krämer · 2022 · bioRxiv (Cold Spring Harbor Laboratory)
- OCR: OmniNet-Fusion: A hybrid attention-based CNN-RNN model for multi-omics integration in precision cancer drug response predictionSyed Mohammed Azmal, Sajja Tulasi Krishna · 2025 · Computational Biology and Chemistry
- Metabolic Vulnerability Index and Atherosclerosis Incident: A Prospective Cohort Study From the UK BiobankXiangliang Liu, Xinqiao Chen, Wang Yang, Yuwei He, Yuting Liu, Yuguang Li, Naifei Chen, Jiuwei Cui · 2025 · Journal of the American Heart Association
- Advances in LC–MS strategies for comprehensive characterization and quantification of antibody-drug conjugates in preclinical and clinical settingsDevendra Kumar, Neerja Trivedi · 2025 · Journal of Chromatography A
- Multi-omics integration in deciphering non-small cell lung cancer drug resistance: current status, challenges, and future prospectsJidong Miao, Wenqiang Guan, Jing Wang, Huiying Gong, Qian Xie, Yang Gao · 2026 · Hereditas
- A review of multi-omics integration techniques across five machine learning method familiesAdedayo Olowolayemo, Amina Souag, Konstantinos Sirlantzis, Scott Turner, Cornelia M. Wilson · 2026 · Bioinformatics Advances
- The Application of Omics Technologies in Type II Diabetes Mellitus ResearchAbdullah Al Sultan, Zahra Rattray, Nicholas J. W. Rattray · 2025 · Current Diabetes Reviews
- Technological innovations promote cancer stem cell-based translational researchZijiao Yang, Wenyu Liao, Weizhong Wang, Wengui Shi, Zuoyi Jiao, Zuoren Yu · 2025 · Cancer Letters
- Telomere maintenance meets cancer metabolism: Mechanistic insights and clinical opportunitiesJi‐Yong Sung, Kihwan Hwang · 2025 · Critical Reviews in Oncology/Hematology
- As a Potential Predictor of Pan-Cancer, UBE2S is Related to Tumor-Associated Macrophage InfiltrationHaodi Yue, Jialin Wang, Siyu Hou, Mengjun Zhang · 2023 · Future Oncology
- Molecular and modular intricacies of precision oncologyRavneet Chhabra · 2024 · Frontiers in Immunology
- Newer Biomarkers in Gallbladder Carcinoma: A Scoping ReviewAmitabh Kumar Upadhyay, Deb Sanjay Nag, Sanghamitra Jena, Neetesh Sinha, Dona Lodh · 2024 · Cureus
- Precision Oncology, Signaling Pathways Reprogramming and Targeted Therapy: A Holistic Approach to Molecular Cancer TherapeuticsManish Kumar · 2025
- Augmented kurtosis-based projection pursuit: a novel, advanced machine learning approach for multi-omics data analysis and integrationFabian Bong, Ibrahim Ahmed, Nithya Ramakrishnan, Karla N. Valenzuela‐Valderas, Peter D. Wentzell, Jasmine Barra, Tobias K. Karakach · 2025 · Nucleic Acids Research
- Recent advancements in artificial intelligence - driven breast cancer molecular subtypes classification using multi-omics: A comprehensive reviewSajid Shah, Azurah A. Samah, Syed Hamid Hussain Madni, Siti Zaiton Mohd Hashim, Muhammad Faheem · 2026 · Engineering Applications of Artificial Intelligence
- Advancements in bone marrow biopsy: the role of omics and artificial intelligence in hematologic diagnosticsMaryam Alwahaibi, Nasar Alwahaibi · 2026 · Frontiers in Medicine
- Research and application of omics and artificial intelligence in cancerYe Zhang, Wenwen Ma, Zhiqiang Huang, Kun Liu, Zhaoyi Feng, Lei Zhang, Dezhi Li, Tianlu Mo, Qing Liu · 2024 · Physics in Medicine and Biology
- Diagnosis progress of carcinoma of unknown primaryYun Qiao, Mei Wang, Kaiyuan Hui, Xiaodong Jiang · 2024 · Frontiers in Oncology
- Multi-omics reveal inhibitory effects of Protopanaxadiol on metastasis through PI3K-Akt and MAPK pathway in human cervical cancer HeLa cellsRui Lü, Juanjuan Liu, Kiran Thakur, Hui Cao, Juan Carlos Mejuto, Jesús Simal‐Gándara, Jianguo Zhang · 2024 · Food Bioscience
- Proteomics and Its Applications in Cancers 2.0Stanislav Naryzhny · 2024 · International Journal of Molecular Sciences
- Cancer Subtyping Through Multi-Omics Feature Selection: A Review of Methods and the Superiority of Variational AutoencodersMuneeba Afzal Mukhdoomi, Manzoor Ahmad Chachoo · 2024 · IEEE Delhi Section Conference (DELCON)
- Systematic identification of cancer pathways and potential drugs for intervention through multi-omics analysisTuan Xu, Deborah K. Ngan, Wei Zheng, Ruili Huang · 2025 · The Pharmacogenomics Journal
- Phytoflavonoids as alternative therapeutic effect for melanoma: Integrative Network pharmacology, molecular dynamics and drug-likeness profiling for lead discoveryManoj Kumar Prajapati, Abhilasha Mittal, Pritipadma Panda · 2025 · Computational Biology and Chemistry
- MOGAD: Integrated Multi-Omics and Graph Attention for the Discovery of Alzheimer’s Disease’s BiomarkersZhizhong Zhang, Yuqi Chen, Changliang Wang, Maoni Guo, Lu Cai, Jian He, Yanchun Liang, Garry Wong, Liang Chen · 2025 · Informatics
- Multiomics and tumor banking: comprehensive plaforms- integrating cancer diversity, biomarker discovery and personalised cancer care in IndiaAbhishek Mohanty, Apoorva Srinivasan, Pallavi Udupaa, Daniel Robin Catchpoole · 2025 · Human Molecular Genetics
- Advancements in Multi-omics Integration for Comprehensive Cancer Understanding and TreatmentAditi Praful Thapliyal, Pallavi Singh, Manu Pant, Kumud Pant · 2025 · Advances in Science, Technology & Innovation/Advances in science, technology & innovation
- Integrative Multi-Omics Analysis Reveals Key Metabolic Regulators and Prognostic Biomarkers in Pediatric and Adult Thyroid CancerBin Ling, Mengran Tian, Jinmiao Wang, Wei Feng Luo, Jialong Yu, Xing Wan, Qiman Dong, Ming Gao, Min Zhao, Xiangqian Zheng et al. · 2025 · Journal of Cancer
- Integrative multi-omics analysis of long non-coding RNA regulatory networks in chronic myeloid leukemia resistance and leukemic stem cell persistenceIsmael Soltani, Wael Bahia, Hajer Bougatef, Chaker Slaymi, Y. Hasni, Wassim Youssef Almawi, Salima Ferchichi · 2025 · Computational Biology and Chemistry
- The regulatory role of the renin-angiotensin system in the tumor microenvironment and immunotherapy of hepatocellular carcinomaZhengxian Qu, Xiaodong Wang · 2026 · Journal of the Renin-Angiotensin-Aldosterone System
- Robust graph structure learning to improve multi-omics cancer subtype classificationMengke Guo, Xiucai Ye, Tetsuya Sakurai · 2026 · BMC Bioinformatics
- A Tumor-Agnostic, Topology-Informed Scoring Framework for Drug Repurposing: Application to CDK4/6 Inhibitor Resistance in HR+ Breast CancerKeyang Qian, Zijie Cai, Ruiquan Liu, Yang Wang, Jiayi Liu, Mengzi Wu, Mengdi Zhu, Linghan Wang, Huipei Gan, Zhuangqiu Yang et al. · 2026 · Biomedicines
- Early Cancer Detection: What's Going on and What's NextEmma Di Carlo · 2026 · MedComm
- SIGNIFICANCE OF OSTEOPONTIN FOR PREDICTING AGGRESSIVENESS OF PROSTATE CANCERN Yu Lukianova, Taras Zadvornyi, Tetiana Borikun, Oleksandr Mushii, Anna Pavlova, А. Tymoshenko, Eduard STAKHOVSKYI, Yu. V. Vitruk, Vasyl Fedorovich Chekhun · 2023 · Experimental Oncology
- Antisense-mediated splicing correction as a therapeutic approach for p53 K120R mutationDoyeong Kim, Sang‐Min Park, Seo-Young Lee, Jinchul Kim, Han-Byul Jung, Young Sook Kim, Sun‐Ku Chung · 2024 · BMB Reports
- TRPM8 levels determine tumor vulnerability to channel agonistsAlessandro Alaimo, Francesco Giuseppe Carbone, Kristi Buzo, Nicole Annesi, Sacha Genovesi, Annalisa Lorenzato, Karen Widmann, Michela Libergoli, Elisa Marmocchi, Giovanni Bertalot et al. · 2025 · Molecular Oncology
- Uncovering subtype-specific metabolic signatures in breast cancer through multimodal integration, attention-based deep learning, and self-organizing mapsParisa Shahnazari, Kaveh Kavousi, Hamid Reza Khorram Khorshid, Zarrin Minuchehr, Bahram Goliaei, Reza M. Salek · 2025 · Scientific Reports
- Assessing Long-Term Stored Tissues for Multi-Omics Data Quality and Proteogenomics SuitabilityKyu Jin Song, Minsuh Kim, Yong Jin Heo, Kyung-Cho Cho, Jae-Won Oh, Dae Ho Kim, Chanwoong Hwa, Yeji Do, Seunghyuk Choi, Hee Sang Hwang et al. · 2025 · Journal of Proteome Research
- A Review on the Applications and Implications of Artificial Intelligence and Machine Learning in OncologyKunal Hiwase, Prateek Verma, N. R. Zade, Praveen Kumar, Induni Nayodhara Weerarathna, Swapnil K. Gundewar · 2026 · International Journal of Computational Intelligence Systems
- Integrative epigenome-transcriptome analysis unravels cancer-specific over-expressed genes potentially regulating immune microenvironment in clear cell renal cell carcinomaNikhil Sureshkumar Gadewal, Abhiram Natu, Siddhartha Sen, Sukanya Rauniyar, Virupaksha Ajit Bastikar, Sanjay Gupta · 2024 · Biochimica et Biophysica Acta (BBA) - General Subjects
- Precision Oncology: Targeting Genomic Alterations and Cancer Signaling with Integrative Multi-Omics, Deep Learning and Network Biology in Medical OncologyManish Kumar · 2026 · SSRN Electronic Journal
- Multi-channel Partial Graph Integration Learning of Partial Multi-omics Data for Cancer SubtypingQingqing Cao, Jianping Zhao, Chun-Hou Zheng · 2023 · Current Bioinformatics
- AET-net: A framework for subtype classification based on the multi-omics data of breast cancerQiaosheng Eric Zhang, Yalong Wei, Jie Hou, Junjie Xu, Zhenyu Sun, Heng Zhang, Zhaoman Zhong · 2024 · Molecular & cellular biomechanics
- Prediction of Lung Adenocarcinoma Driver Genes Through Protein–Protein Interaction Networks Utilizing GenePlexusFei Yuan, Yuhang Zhang, FeiMing Huang, Xiaoyu Cao, Lei Chen, Jiabo Li, Wenfeng Shen, Kaiyan Feng, YuSheng Bao, Tao Huang et al. · 2024 · PROTEOMICS
- The Altered Molecular Landscape of Adjacent Normal Tissues in Oral CancerSapna Khowal · 2025 · IntechOpen eBooks
- Advancements in Mass Spectrometry Imaging for Cancer Research: From Tumor Profiling to Personalized MedicineErica Alves, Bannimath Gurupadayya, Prabitha Prabhakaran · 2025 · Current Analytical Chemistry
- Identifying Molecular Determinants and Therapeutic Targets in Luminal B Breast Cancer: A Systems Biology ApproachYousef Saeidi, Masoud Ghorbani, Ali Najafi, Mehrdad Moosazadeh Moghaddam · 2025 · bioRxiv
- Recent Advances in Anti-Cancer DrugsChristiana Michael Neophytou · 2025 · International Journal of Molecular Sciences
- Chaos and complexity: Hallmarks of cancer progressionAbicumaran Uthamacumaran · 2025 · Oxford University Press eBooks
- Artificial Intelligence and Bioinformatics in the Malignant Progression of Gastric CancerTasuku Matsuoka, Masakazu Yashiro · 2025 · Applied Sciences
- MASE-GC: a multi-omics autoencoder and stacking ensemble framework for gastric cancer classificationDi Liu, Zhongguang Che, Guannan Xu, Ye Huang · 2025 · Frontiers in Cell and Developmental Biology
- Tumour markers and evidence-based pathologyK.I. Maslova, Magdalena Chechlińska, Irmina Maria Michałek, Łukasz Taraszkiewicz, Paulina Kober, Inga Trulson, Karolina Worf, Sophie Gabriel, Laura Knoblauch, Fiona Campbell et al. · 2026 · Tumor Biology
- Integrative bioinformatics approaches for early detection biomarkers in ovarian cancerEmmanuel Ifeanyi Obeagu · 2026 · Annals of Medicine and Surgery
- SPP1⁺ macrophage-FADS1⁺ tumor cell crosstalk via the PDGFB-PDGFRB axis drives liver metastasis in colorectal cancerPingfan Zhao, Fuyong Pei, Y. Liu, Yinan Jiang, Xiaochang Fang, Li Shu, Xin Hu, Feiyang Chen, MaoHui Feng, Xuanfei Li · 2026 · Translational Oncology
- Multi-Omics Graph Attention Network for Key Gene Prediction in Triple-Negative Breast CancerZixi Jiang, Kexin Cao, Fang Ge, Zhusheng Huang · 2026 · IEEE Transactions on Computational Biology and Bioinformatics
- Beyond chemotherapy: The rise of nucleic acid nanoformulations in personalized lung cancer therapySania Hermain, K S Harshitha, Nimbagal Raghavendra Naveen · 2026 · Cancer Pathogenesis and Therapy
- Integrating multi-omics data for next-generation cancer research and precision medicineSoham Biswas, Sovon Acharya, Anjali Prajapat, Poonam Sen, Shailesh Desai, Shatrunjai Giri, Rune Matthiesen, The CAPCI, Gyaneshwer Chaubey, Prashanth Suravajhala · 2026 · Clinical & Translational Oncology
- Data harmonization processes of cancer data into the observational medical outcomes partnership common data modelIfani Pinto Nada, Stefano Bonacina · 2026 · Scientific Reports
- Cross-scale bioanalytical integration for decoding tumour regulatory plasticity in oncologyShiv Kumar, Ankita Mondal, Vikash Kumar Dubey · 2026 · Critical Reviews in Oncology/Hematology
- A Markov Blanket-based framework for dependency-aware feature selection in multimodal breast cancer dataElena Krikun, Abedalrhman Alkhateeb · 2026 · Network Modeling Analysis in Health Informatics and Bioinformatics
- Africa’s emerging role in precision oncology: translational insights from the harnessing functional genomics in cancer research conference, Windhoek, 23-26 September 2025Charlize L. Rix, Eliud Buberwa, Justice Ohene Amofa, Uvatera Maurihungirire, Rurde Hosea, Linda Ratjama, Graça K. Kandanda, Loide N Nangolo, Colin Stanley, Georgia Schäfer et al. · 2026 · BMC Proceedings
- Transcriptomic and epigenomic insights into ovarian cancer: a bioinformatics perspective – a narrative reviewEmmanuel Ifeanyi Obeagu · 2026 · Annals of Medicine and Surgery
- Beethoven, Infected with Hepatitis B, Inspired the “Beethoven Virus.”Sun-Kyung Lee, Seung Hyun Kim, Joohong Ahnn · 2023 · Molecules and Cells
- Harnessing the Power of Multimodal Data: Medical Fusion and ClassificationEt al. Bhushan Rajendra Nandwalkar · 2024 · Advances in Nonlinear Variational Inequalities
- Explore & actuate: the future of personalized medicine in oncology through emerging technologiesErald Babu, Subhojit Sen · 2024 · Current Opinion in Oncology
- Metabolome and transcriptome integration reveals cerebral cortical metabolic profiles in rats with subarachnoid hemorrhageHaoran Lu, Teng Xie, Shanshan Wei, Yanhua Wang, Huibing Li, Baochang Luo, Xiaohong Qin, Xizhi Liu, Zilong Zhao, Zhibiao Chen et al. · 2024 · Frontiers in Aging Neuroscience
- A knowledge base for generating patient-specific pathways for individualized treatment decisions in clinical applicationsFlorian Auer · 2022
- MMKNF: Integrating multi-omics data to identify cancer subtypes based on multi-kernel network fusionYuanyuan Zhang, Qian Liu, Wenhao Wu, Haoyu Zheng, Shudong Wang · 2023 · Research Square
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach toManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- The Precision Oncology Approach to Molecular Cancer Therapeutics Targeting Oncogenic Signaling Pathways is a Means to an EndManish Kumar · 2023
- The Precision Oncology Approach to Molecular Cancer Therapeutics Targeting Oncogenic Signaling Pathways is a Means to an EndManish Kumar · 2024 · Thesis Commons (OSF Preprints)
- Precision Oncology, Signaling Pathways Reprogramming and Targeted Therapy: A Holistic Approach to Molecular Cancer TherapeuticsManish Kumar · 2024 · Thesis Commons (OSF Preprints)
- Precision Oncology, Signaling Pathways Reprogramming and Targeted Therapy: A Holistic Approach to Molecular Cancer TherapeuticsManish Kumar · 2024
- Precision Oncology, Signaling Pathways Reprogramming and Targeted Therapy: A Holistic Approach to Molecular Cancer TherapeuticsManish Kumar · 2024
- Precision Oncology, Signaling Pathways Reprogramming and Targeted Therapy: A Holistic Approach to Molecular Cancer TherapeuticsManish Kumar · 2024
- Decoding Breast Cancer Heterogeneity via Multi-Omics Integration and Language Model-Based InterpretationRobail Yasrab, Ruchit Agrawal, Maha Mohamed Saber-Ayad, Mohamed S. El-Hadidi · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- A generative AI multi-agent framework with integrated XAI governance for cancer diagnostics: from multi-omics interpretation to lifestyle risk stratificationBarki, Chamseddine, Chouchen, Mariem, Sediri, Afef, Ceylan, Halil İbrahim, Rahmouni, Hanene Boussi, Muntean, Raul Ioan, El-Seedi, Hesham R., Bragazzi, Nicola Luigi, Dergaa, Ismail · 2026 · Frontiers in Systems Biology
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2022 · OSF Preprints (OSF Preprints)
- Fast Growing Furious Races for Targeting Fibroblast Growth Factor ReceptorsDaechan Park · 2022 · Molecules and Cells
- Omics Approaches in Cancer ManagementAbhishek Mohanty, Daniel Robin Catchpoole · 2022 · Journal of Precision Oncology
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023 · OSF Preprints (OSF Preprints)
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023 · OSF Preprints (OSF Preprints)
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023 · Thesis Commons (OSF Preprints)
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Lipidomics in Multi‐Omics StudiesBjoern Titz, Oksana Lavrynenko, Nikolai V. Ivanov · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Cancer genomics, targeted therapy to precision oncology: the treatment paradigm is a holistic approach to cancer therapeuticsManish Kumar · 2023 · HAL
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticManish Kumar · 2023
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023 · Qeios
- Targeting Cancer Cell Signaling Using Precision Oncology Towards a Holistic Approach to Cancer TherapeuticsManish Kumar · 2023
- A review on biomarkers in cancer immunotherapy: present and futurePritisnigdha Pattnaik · 2023