- Ruoqiao Chen, Jiayu Zhou, Bin Chen*, Imputing abundance of over 2500 surface proteins from single-cell transcriptomes with context-agnostic zero-shot deep ensembles, Cell Systems, 2024
- Evgenii Chekalin, Shreya Paithankar, Rama Shankar, Jing Xing, Wenfeng Xu, Bin Chen*, Computational discovery of co-expressed antigens as dual targeting candidates for cancer therapy through bulk, single-cell, and spatial transcriptomics, Bioinformatics advances, 2024
- Xiaodan Zhang, Martin Witteveen-Lane, Christine Skovira, Aakash A. Dave, Jeffrey S Jones, Erin R. McNeely, Michael R. Lawrence, David G. Morgan, Dave Chesla and Bin Chen*, Incidence and Risk Factors for Mild Cognitive Impairment in West Michigan: A Rural-Urban Comparison Utilizing Electronic Health Records, Alzheimer’s & Dementia: Translational Research & Clinical Interventions, 2024
- Xiaodan Zhang, Nabasmita Talukdar, Sandeep Vemulapalli, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Dmitry Leshchiner, Aakash Ajay Dave, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, and Bin Chen*, Comparison of Prompt Engineering and Fine-Tuning Strategies in Large Language Models in the Classification of Clinical Notes, AMIA 2024 Informatics Summit
- Ruihua Liu, Shang Su, Jing Xing, Ke Liu, Yawei Zhao, Mary Stangis, Diego P Jacho, Eda D Yildirim-Ayan, Cara M Gatto-Weis, Bin Chen*, Xiaohong Li*, Tumor removal limits prostate cancer cell dissemination in bone and osteoblasts induce cancer cell dormancy through focal adhesion kinase, J Exp Clin Cancer Res, 2023 Oct 11;42(1):264. doi: 10.1186/s13046-023-02849-0. PMID: 37821954 PMCID: PMC10566127
- Shan-Ju Yeh, Shreya Paithankar, Ruoqiao Chen, Jing Xing, Mengying Sun, Ke Liu, Jiayu Zhou, Bin Chen*, TransCell: In silico Characterization of Genomic Landscape and Cellular Responses by Deep Transfer Learning, Genomics, Proteomics and Bioinformatics, 2023
- Guisheng Zhao#, Patrick Newbury#, Yukitomo Ishi, Eugene Chekalin, Billy Zeng, Benjamin S. Glicksberg, Anita Wen, Shreya Paithankar, Takahiro Sasaki, Amreena Suri, Javad Nazarian, Michael E. Pacold, Daniel J. Brat, Theodore Nicolaides1 Bin Chen* and Rintaro Hashizume*,
Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma, Acta Neuropathol Commun 2022 Oct 23;10(1):150. doi: 10.1186/s40478-022-01463-z. PMID: 36274161
- Ke Liu, Martin Witteveen-Lane, Benjamin S Glicksberg, Omkar Kulkarni, Rama Shankar, Evgeny Chekalin, Shreya Paithankar, Jeanne Yang, Dave Chesla, Bin Chen, BGLM: big data-guided LOINC mapping with multi-language support, JAMIA Open
. 2022 Nov 25;5(4):ooac099. doi: 10.1093/jamiaopen/ooac099. PMID: 36448022 PMCID: PMC9696745
- Guisheng Zhao#, Patrick Newbury#, Yukitomo Ishi, Eugene Chekalin, Billy Zeng, Benjamin S. Glicksberg, Anita Wen, Shreya Paithankar, Takahiro Sasaki, Amreena Suri, Javad Nazarian, Michael E. Pacold, Daniel J. Brat, Theodore Nicolaides1 Bin Chen* and Rintaro Hashizume*,
Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma, Acta Neuropathol Commun 2022 Oct 23;10(1):150. doi: 10.1186/s40478-022-01463-z. PMID: 36274161
- Jing Xing,#, Rama Shankar,#, Meehyun Ko,#, Keke Zhang, Sulin Zhang, Aleksandra Drelich, Shreya Paithankar, Eugene Chekalin, Mei-Sze Chua, Surender Rajasekaran, Chien-Te Kent Tseng, Mingyue Zheng, Seungtaek Kim*, Bin Chen*,
Deciphering COVID-19 host transcriptomic complexity and variations for therapeutic discovery against new variants, iScience (Cell publishing group), 2022 Oct 21;25(10):105068. doi: 10.1016/j.isci.2022.105068., PMID: 36093376 PMCID: PMC9439871
- Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou, MolSearch: Search-based Multi-objective Molecular Generation
and Property Optimization. KDD Health Day 2022 (Best Paper Award, First place)
- Ke Liu#, Omkar Kulkarni#,, Martin Witteveen-Lane, Bin Chen*, Dave Chesla*, MetBERT: a generalizable and pre-trained deep learning model for the
prediction of metastatic cancer from clinical notes, AMIA 2022, PMID: 35854741, PMC9285138
- Sean A Misek#, Patrick A Newbury#, Evgenii Chekalin, Shreya Paithankar, Andrea I Doseff, Bin Chen*, Kathleen A Gallo*, Richard R Neubig*, Ibrutinib blocks YAP1 activation and reverses BRAFi resistance in melanoma cells, Mol Pharmacol
. 2022 Jan;101(1):1-12. doi: 10.1124/molpharm.121.000331. PMID: 34732527
- Alice Taubes, Phil Nova, Kelly A. Zalocusky, Idit Kosti, Mesude Bicak, Misha Y. Zilberter, Yanxia Hao, Seo Yeon Yoon, Tomiko Oskotsky, Silvia Pineda, Bin Chen, Emily A. Aery Jones, Krishna Choudhary, Brian Grone, Maureen E. Balestra, Fayzan Chaudhry, Ishan Paranjpe, Jessica De Freitas, Nicole Koutsodendris, Nuo Chen, Celine Wang, William Chang, Alice An, Benjamin S. Glicksberg, Marina Sirota & Yadong Huang, Experimental and real world evidence supporting the computational repurposing of bumetanide to prevent or treat APOE4-related Alzheimer’s disease, Nature Aging
- Jing Xing, Shreya Paithankar, Ke Liu, Katie Uhl, Xiaopeng Li, Meehyun Ko, Seungtaek Kim, Jeremy Haskins, Bin Chen, Published Anti-SARS-CoV-2 In Vitro Hits Share Common Mechanisms of Action that Synergize with Antivirals, Briefings in Bioinformatics
- Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou,MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge, KDD 2021
- Mengying Sun, Jing Xing, Bin Chen, Jiayu Zhou, Robust Collaborative Learning with Noisy Labels, ICDM 2020, acceptance rate (19.76%)
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#Billy Zeng, #Benjamin S. Glicksberg, #Patrick Newbury, #Evgenii Chekalin, Jing Xing, Ke Liu, Anita Wen, Caven Chow, Bin Chen, OCTAD: an open workspace for virtually screening therapeutics targeting precise cancer patient groups using gene expression features, Nat Protoc., 2020 Dec 23. doi: 10.1038/s41596-020-00430-z. PMID:33361798
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Rama Shankar, Mara L. Leimanis, Patrick A. Newbury, Ke Liu, Jing Xing, Derek Nedveck, Eric J. Kort, Jeremy W Prokop, Guoli Zhou, André S Bachmann, Bin Chen*, Surender Rajasekaran*, Gene expression signatures identify pediatric patients with multiple organ dysfunction who require advanced life support in the intensive care unit, EBioMedicine (The Lancet), VOLUME 62, 103122, DECEMBER 01, 2020.
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Zhou G, Holzman C, Chen B, Wang P, Heng YJ, Kibschull M, Lye SJ, Kasten EP. EBF1-correlated long non-coding RNA transcript levels in 3rd trimester maternal blood and risk of spontaneous preterm birth. Reproductive Sciences. 2020; PMID: 32959224. DOI: 10.1007/s43032-020-00320-5.
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Jeremy W Prokop, Rama Shankar, Ruchir Gupta, Mara L Leimanis, Derek Nedveck, Katie Uhl, Bin Chen, Nicholas L Hartog, Jason Van Veen, Joshua S Sisco, Olivia Sirpilla, Todd Lydic, Brian Boville, Angel Hernandez, Chi Braunreiter, ChiuYing Cynthia Kuk, Varinder Singh, Joshua Mills, Marc Wegener, Marie Adams, Mary Rhodes, Andre S Bachmann, Wenjing Pan, Miranda L Byrne-Steele, D Casey Smith, Mollye Depinet, Brittany E Brown, Mary Eisenhower, Jian Han, Marcus Haw, Casey Madura, Dominic J Sanfilippo, Laurie H Seaver, Caleb Bupp, Surender Rajasekaran, Translational and Precision Medicine: Virus-induced genetics revealed by multidimensional precision medicine transcriptional workflow applicable to COVID-19, Physiol Genomics. 2020 Jun 1; 52(6): 255–268, PMID: 32437232
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Rohrberg J, Van de Mark D, Amouzgar M, Lee JV, Taileb M, Corella A, Kilinc S, Williams J, Jokisch ML, Camarda R, Balakrishnan S, Shankar R, Zhou A, Chang AN, Chen B, Rugo HS, Dumont S, Goga A. MYC Dysregulates Mitosis, Revealing Cancer Vulnerabilities, Cell Rep. 2020 Mar 10;30(10):3368-3382.e7. doi: 10.1016/j.celrep.2020.02.041. PMID: 32160543 PMCID: PMC7085414
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Chen B#, Garmire L, Calvisi DF, Chua M-S, Kelley RK, Chen X. Harnessing big ‘omics’ data and AI for drug discovery in hepatocellular carcinoma, Nat Rev Gastroenterol Hepatol. (IF = 30) 2020 Jan 3. doi: 10.1038/s41575-019-0240-9. PMID: 31900465
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Hyojung Paik, Matthew J. Kan, Nadav Rappoport, Dexter Hadley, Marina Sirota, Bin Chen, Udi Manber, Seong Beom Cho & Atul J. Butte, Tracing diagnosis trajectories over millions of patients reveal an unexpected risk in schizophrenia, Scientific Data volume 6, Article number: 201 (2019)
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McMahon M, Contreras A, Holm M, Uechi T, Forester CM, Pang X, Jackson C, Calvert ME, Chen B, Quigley DA, Luk JM, Kelley RK, Gordan JD, Gill RM, Blanchard SC, Ruggero D. A single H/ACA small nucleolar RNA mediates tumor suppression downstream of oncogenic RAS. Elife. 2019 Sep 3;8. pii: e48847. doi: 10.7554/eLife.48847. PMID: 31478838
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K. Yu, B. Chen, D. Aran, J. Charalel, C. Yau, D. M. Wolf, L. J. van ‘t Veer, A. J. Butte, T. Goldstein & M. Sirota, Comprehensive transcriptomic analysis of cell lines as models of primary tumors across 22 tumor types, Nature Communicationsvolume 10, Article number: 3574 (2019). PMID:31395879
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Liu K, Newbury PA, Glicksberg BS, Zeng WZD, Paithankar S, Andrechek ER, Chen B., Evaluating cell lines as models for metastatic breast cancer through integrative analysis of genomic data
Nat Commun. 2019 May 15;10(1):2138. doi: 10.1038/s41467-019-10148-6. PMID: 31092827
NEWS
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Benjamin S. Glicksberg, Li Li, Rong Chen, Joel Dudley, Bin Chen. Book Chapter: Leveraging Big Data to Transform Drug Discovery (Bioinformatics in Drug Discovery 3rd Ed. Editors: Richard Larson, MD, PhD & Tudor Opera, MD, PhD). PMID:30848458
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William Zeng, Benjamin Glicksberg, Yangyan Li, Bin Chen, Selecting precise reference normal tissue samples for cancer research using a deep learning approach,BMC Med Genomics. 2019 Jan 31;12(Suppl 1):21. doi: 10.1186/s12920-018-0463-6. PMID: 30704474
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Zhiyue Tom Hu, Yuting Ye, Patrick Newbury, Haiyan Huang#, Bin Chen#, AICM: A Genuine Framework for Correcting Inconsistency Between Large Pharmacogenomics Datasets, Pac Symp Biocomput. 2019;24:248-259. PMID: 30864327
, #:corresponding
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Sharpnack MF, Chen B, Aran D, Kosti I, Sharpnack DD, Carbone DP, Mallick P, Huang K. Global Transcriptome Analysis of RNA Abundance Regulation by ADAR in Lung Adenocarcinoma. EBioMedicine. 2018 Jan; 27:167-175. PMID: 29273356.
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Zhang S, Wang J, Wang H, Fan L, Fan B, Zeng B, Tao J, Li X, Che L, Cigliano A, Ribback S, Dombrowski F, Chen B, Cong W, Wei L, Calvisi DF, Chen X. Hippo Cascade Controls Lineage Commitment of Liver Tumors in Mice and Humans. Am J Pathol. 2018 Jan 31. PMID: 29378174.
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Mirza AN, Fry MA, Urman NM, Atwood SX, Roffey J, Ott GR, Chen B, Lee A, Brown AS, Aasi SZ, Hollmig T, Ator MA, Dorsey BD, Ruggeri BR, Zificsak CA, Sirota M, Tang JY, Butte A, Epstein E, Sarin KY, Oro AE. Combined inhibition of atypical PKC and histone deacetylase 1 is cooperative in basal cell carcinoma treatment. JCI Insight. 2017 Nov 02; 2(21). PMID: 29093271.
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Hadley D, Pan J, El-Sayed O, Aljabban J, Aljabban I, Azad TD, Hadied MO, Raza S, Rayikanti BA, Chen B, Paik H, Aran D, Spatz J, Himmelstein D, Panahiazar M, Bhattacharya S, Sirota M, Musen MA, Butte AJ. Precision annotation of digital samples in NCBI's gene expression omnibus. Sci Data. 2017 Sep 19; 4:170125. PMID: 28925997.
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Bin Chen#*, Li Ma#, Hyojung Paik, Marina Sirota, Mei-Sze Chua*,Samuel
So, Atul J. Butte*. Reversal of cancer gene expression correlates with drug efficacy and reveals therapeutic targets.
, Nature Communications, 2017 Jul 12;8:16022. doi: 10.1038/ncomms16022, PMID:28699633, #co-first, *co-corresponding
NEWS
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Bin Chen#, Wei Wei#, Li Ma, Bin Yang, Ryan M. Gill, Mei-Sze Chua, Atul J. Butte,
Samuel So. Computational Discovery of Niclosamide Ethanolamine, A Repurposed Drug Candidate That Reduces Growth of Hepatocellular Carcinoma Cells in Vitro and in Mice by Inhibiting CDC37 Signaling, Gastroenterology (IF: 18), 2017 Jun;152(8):2022-2036. doi: 10.1053/j.gastro.2017.02.039. Epub 2017 Mar 8. PMID:28284560 #co-first
NEWS
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Ziyan Pessetto,
Bin Chen, Hani Alturkmani, Stephen Hyter, Colleen Flynn, Micheal Baltezor,
Yan Ma, Howard Rosenthal, Kathleen Neville, Scott Weir, Atul Butte, Andrew
Godwin. In Silico and In Vitro Drug Screening Identifies New Therapeutic
Approaches for Ewing Sarcoma, oncotarget, 2016 Nov 16. PMID: 27863422.
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H Paik,
B Chen, M Sirota, D Hadley and AJ Butte. Integrating Clinical Phenotype
and Gene Expression Data to Prioritize Novel Drug Uses. CPT Pharmacometrics
Syst Pharmacol. 2016 Nov 14. PMID: 27860440.
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Fu G, Ding Y, Seal A,
Chen B, Sun Y, Bolton E. Predicting drug target interactions using
meta-path-based semantic network analysis. BMC Bioinformatics. 2016; 17(1):160.
PMID: 27071755.
-
Chen B#, Butte AJ#. Leveraging big data to transform target selection
and drug discovery. Clin Pharmacol Ther. 2016 Mar; 99(3):285-97. PMID:
26659699. #corresponding
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Chen B, Greenside P, Paik H, Sirota M, Hadley D, Butte AJ. Relating
Chemical Structure to Cellular Response: An Integrative Analysis of Gene
Expression, Bioactivity, and Structural Data Across 11,000 Compounds. CPT
Pharmacometrics Syst Pharmacol. 2015 Oct; 4(10):576-84. PMID: 26535158;
PMCID: PMC4625862.
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Chen B, Sirota M, Fan-Minogue H, Hadley D, Butte AJ. Relating hepatocellular
carcinoma tumor samples and cell lines using gene expression data in translational
research. BMC Med Genomics. 2015; 8 Suppl 2:S5. PMID: 26043652; PMCID:
PMC4460709.
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Li J, Zheng S,
Chen B, Butte AJ, Swamidass SJ, Lu Z. A survey of current trends in
computational drug repositioning. Brief Bioinform. 2016 Jan; 17(1):2-12.
PMID: 25832646.
-
Wu M, Sirota M, Butte AJ,
Chen B.Characteristics of drug combination therapy in oncology by
analyzing clinical trial data on ClinicalTrials.gov. Pac Symp Biocomput.
2015; 68-79. PMID: 25592569; PMCID: PMC4361221.
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Fan-Minogue H,
Chen B, Sikora-Wohlfeld W, Sirota M, Butte AJ. A systematic assessment
of linking gene expression with genetic variants for prioritizing candidate
targets. Pac Symp Biocomput. 2015; 383-94. PMID: 25592598; PMCID: PMC4299914
[Available on 01/01/16].
-
Chen B. Ten simple rules for internship in a pharmaceutical company.
PLoS Comput Biol. 2014 May; 10(5):e1003600. PMID: 24811706; PMCID: PMC4014388.
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Chen B, Wang H, Ding Y, Wild D. Synthesis Lectures on the Semantic
Web: Theory and Technology. Semantic Breakthrough in Drug Discovery. 2014.
-
Bin Chen, David J Wild. Practice and Challenges of Building a Semantic
Framework for Chemogenomics Research. Molecular Informatics. 2013; 32(11-12):1000-1008.
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Chen B, Butte AJ. Network medicine in disease analysis and therapeutics.
Clin Pharmacol Ther. 2013 Dec; 94(6):627-9. PMID: 24241637.
-
Auerbach RK,
Chen B, Butte AJ. Relating genes to function: identifying enriched
transcription factors using the ENCODE ChIP-Seq significance tool. Bioinformatics.
2013 Aug 1; 29(15):1922-4. PMID: 23732275; PMCID: PMC3712221.
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Willighagen EL, Waagmeester A, Spjuth O, Ansell P, Williams AJ, Tkachenko
V, Hastings J,
Chen B, Wild DJ. The ChEMBL database as linked open data. J Cheminform.
2013; 5(1):23. PMID: 23657106; PMCID: PMC3700754.
-
Chen B, Ding Y, Wild DJ. Assessing drug target association using semantic
linked data. PLoS Comput Biol. 2012; 8(7):e1002574. PMID: 22859915; PMCID:
PMC3390390.
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Chen B, Sheridan RP, Hornak V, Voigt JH. Comparison of random forest
and Pipeline Pilot Naïve Bayes in prospective QSAR predictions. J Chem
Inf Model. 2012 Mar 26; 52(3):792-803. PMID: 22360769.
-
Chen B, Ding Y, Wild DJ. Improving integrative searching of systems
chemical biology data using semantic annotation. J Cheminform. 2012; 4(1):6.
PMID: 22401035; PMCID: PMC3320537.
-
Jong Youl Choi, Seung-Hee Bae, Judy Qiu,
Bin Chen, David Wild. Browsing large-scale cheminformatics data with
dimension reduction. 2011.
-
He B, Tang J, Ding Y, Wang H, Sun Y, Shin JH,
Chen B, Moorthy G, Qiu J, Desai P, Wild DJ. Mining relational paths
in integrated biomedical data. PLoS One. 2011; 6(12):e27506. PMID: 22162991;
PMCID: PMC3232205.
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Chen B, McConnell KJ, Wale N, Wild DJ, Gifford EM. Comparing bioassay
response and similarity ensemble approaches to probing protein pharmacology.
Bioinformatics. 2011 Nov 1; 27(21):3044-9. PMID: 21903625.
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Bin Chen, David J Wild, Qian Zhu, Ying Ding, Xiao Dong, Madhuvanthi
Sankaranarayanan, Huijun Wang, Yuyin Sun. Chem2bio2rdf: A linked open data
portal for chemical biology. 2010.
-
Ying Ding, Yuyin Sun,
Bin Chen, Katy Borner, Li Ding, David Wild, Melanie Wu, Dominic DiFranzo,
Alvaro Graves Fuenzalida, Daifeng Li, Stasa Milojevic, ShanShan Chen, Madhuvanthi
Sankaranarayanan, Ioan Toma. . Semantic web portal: a platform for better
browsing and visualizing semantic data. 2010.
-
Chen B, Dong X, Jiao D, Wang H, Zhu Q, Ding Y, Wild DJ. Chem2Bio2RDF:
a semantic framework for linking and data mining chemogenomic and systems
chemical biology data. BMC Bioinformatics. 2010; 11:255. PMID: 20478034;
PMCID: PMC2881087.
-
Chen B, Wild DJ. PubChem BioAssays as a data source for predictive
models. J Mol Graph Model. 2010 Jan; 28(5):420-6. PMID: 19897391.
-
Chen B, Wild D, Guha R. PubChem as a source of polypharmacology. J
Chem Inf Model. 2009 Sep; 49(9):2044-55. PMID: 19708682.
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Scheiber J,
Chen B, Milik M, Sukuru SC, Bender A, Mikhailov D, Whitebread S, Hamon
J, Azzaoui K, Urban L, Glick M, Davies JW, Jenkins JL. Gaining insight
into off-target mediated effects of drug candidates with a comprehensive
systems chemical biology analysis. J Chem Inf Model. 2009 Feb; 49(2):308-17.
PMID: 19434832.
-
Shi LW,
Chen B, Zhou JH, Zhang T, Kang Q, Chen MB. Structure and relative
stability of drum-like C4nN2n n = 3-8) cages and their hydrogenated products
C4nH4nN2n (n = 3-8) cages. J Phys Chem A. 2008 Nov 20; 112(46):11724-30.
PMID: 18947219.