Drug target prioritization by perturbed gene expression and network information

Isik, Zerrin, Baldow, Christoph, Cannistraci, Carlo Vittorio, Schroeder, Michael·2015·Scientific Reports

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  2. Gene prioritization based on random walks with restarts and absorbing states, to define gene sets regulating drug pharmacodynamics from single-cell analyses
    Augusto Sales de Queiroz, Guilherme Sales Santa Cruz, Alain Jean‐Marie, Dorian Mazauric, Jérémie Roux, Frédéric Cazals · 2022 · PLoS ONE
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    Panos Balomenos, Andrei Dragomir, Athanasios K. Tsakalidis, Anastasios Bezerianos · 2019 · IEEE International Conference on Bioinformatics and Bioengineering (BIBE)
  9. Identification of differentially expressed subpathways via a bilevel consensus scoring of network topology and gene expression
    Panos Balomenos, Andrei Dragomir, Athanasios K. Tsakalidis, Anastasios Bezerianos · 2020 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  10. Network-Based Drug Discovery Identifies Statins as a Repurposing Agent to Improve Activity of Current Therapies in Chronic Lymphocytic Leukemia.
    Neus Giménez, Rupal Tripathi, Ariadna Giró, Laia Rosich, Mònica López‐Guerra, Irene López‐Oreja, Heribert Playà-Albinyana, Fabián Arenas, José Manuel Mas, Patricia Pérez‐Galán et al. · 2020 · Research Square
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  12. Estimation of Drug Treatment Effects on the Signaling Pathways
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  13. Understanding Disease and Disease Relationships Using Transcriptomic Data
    Erin Oerton · 2018 · Apollo (University of Cambridge)
  14. Machine Learning Techniques for Development of Drugs Against Coronavirus Disease 2019 (COVID-19): A Case Study Protocol
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  15. LEVELNET to Visualise, Explore and Compare Protein-Protein Interaction Networks
    Yasser Mohseni Behbahani, Paul Saighi, Flavia Corsi, Élodie Laine, Alessandra Carbone · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
  16. Combating Viral Diseases in the Era of Systems Medicine
    Jane P. F. Bai, Ellen Y. Guo · 2022 · Methods in molecular biology
  17. Faculty Opinions recommendation of A network-based approach to identify deregulated pathways and drug effects in metabolic syndrome.
    Saikat Chakrabarti · 2020 · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
  18. Network medicine approaches to diagnostics and therapeutics
    Asher Ameli · 2020
  19. Peer Review #1 of "Network neighborhood operates as a drug repositioning method for cancer treatment (v0.1)"
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  20. Peer Review #4 of "Network neighborhood operates as a drug repositioning method for cancer treatment (v0.2)"
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  21. Peer Review #2 of "Network neighborhood operates as a drug repositioning method for cancer treatment (v0.2)"
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  24. Herb-CMap: Novel Hot Diffusion Algorithm to Identify Bioactive Ingredients from Herbal Medicine Based on Gene Perturbation Profiling
    Yinyin Wang, Yihang Sui, Jiaqi Yao, Hong Jiang, Qimeng Tian, Yun Tang, Jing Ping Tang, Ning‐Hua Tan · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
  25. Genetically-Proxied Lower PAR1 and Renal Phenotypes: A Drug-Target Mendelian Randomization Study
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  26. Additional file 1 of Network hub-node prioritization of gene regulation with intra-network association
    Chang, Hung-Ching, Chu, Chiao-Pei, Lin, Shu-Ju, Hsiao, Chuhsing Kate · 2020 · Figshare
  27. Additional file 2 of On the correspondence between the transcriptomic response of a compound and its effects on its targets
    Engler Hart, Chloe, Daniel Ence, David Healey, Domingo-Fernández, Daniel · 2024 · Figshare
  28. Additional file 2 of Network hub-node prioritization of gene regulation with intra-network association
    Chang, Hung-Ching, Chu, Chiao-Pei, Lin, Shu-Ju, Hsiao, Chuhsing Kate · 2020 · Figshare
  29. Additional file 3 of Machine learning prediction of oncology drug targets based on protein and network properties
    Zoltán Dezső, Ceccarelli, Michele · 2020 · Figshare
  30. Additional file 1 of Machine learning prediction of oncology drug targets based on protein and network properties
    Zoltán Dezső, Ceccarelli, Michele · 2020 · Figshare
  31. Additional file 2 of Relationship between drug targets and drug-signature networks: a network-based genome-wide landscape
    Chae Won Lee, Kim, Sung Min, Sa, Soonok, Myunghee Hong, Nam, Sang-Min, Han, Hyun Wook · 2023 · Figshare
  32. Additional file 2 of Machine learning prediction of oncology drug targets based on protein and network properties
    Zoltán Dezső, Ceccarelli, Michele · 2020 · Figshare
  33. Additional file 1 of On the correspondence between the transcriptomic response of a compound and its effects on its targets
    Engler Hart, Chloe, Daniel Ence, David Healey, Domingo-Fernández, Daniel · 2024 · Figshare
  34. Additional file 1 of Relationship between drug targets and drug-signature networks: a network-based genome-wide landscape
    Chae Won Lee, Kim, Sung Min, Sa, Soonok, Myunghee Hong, Nam, Sang-Min, Han, Hyun Wook · 2023 · Figshare
  35. Harnessing AI to fuse phenotypic signatures for drug target identification: progress in computational modeling
    Fengming Chen, Ranran Zhao, Xingxing Han, Huan Li, Zhishu Tang · 2026 · Briefings in Bioinformatics
  36. New computational approaches to study the effect of genetic mutations on the topology of protein-protein interaction networks
    Yasser Mohseni Behbahani · 2022 · theses.fr (ABES)
  37. FAIRsharing record for: Biomedical Entity Expansion, Ranking, and Explorations
    FAIRsharing Team, Zongliang Yue · 2018 · FAIRsharing.org