Faculty
Chakra Chennubhotla, PhD
Associate Professor, Computational and Systems Biology (Primary Appointment)
Associate Professor, Biomedical Informatics (Secondary Appointment)
Yalini Senathirajah, PhD
Visiting Associate Professor, Department of Biomedical Informatics
University of Pittsburgh School of Medicine
Robbins R, Senathirajah Y, Williams NJ, Hutchinson C, Rapoport DM, Allegrante DM, Allegrante JP, Cohall A, Rogers A, Ogedegbe O, Jean-Louis G. Developing a Tailored Website for Promoting Awareness about Obstructive Sleep Apnea (OSA) Among Blacks in Community-Based Settings. Health Commun. 2018 Jan 17:1-9. doi: 10.1080/10410236.2018.1423865. [Epub ahead of print]. PMID: 29338353.
Senathirajah Y, Wang J, Borycki E, Kushniruk A. Mapping the Electronic Health Record: A Method to Study Display Fragmentation. Stud Health Technol Inform. 2017 245:1138-1142. PMID: 29295280.
Senathirajah Y, Kaufman D, Bakken S. User-composable Electronic Health Record Improves Efficiency of Clinician Data Viewing for Patient Case Appraisal: A Mixed-Methods Study. EGEMS (Wash DC). 2016 May 2;4(1):1176. doi: 10.13063/2327-9214.1176. eCollection 2016. PMID: 27195306. PMCID: PMC4862763.
Roman LC, Ancker JS, Johnson SB, Senathirajah Y. Navigation in the electronic health record: A review of the safety and usability literature. J Biomed Inform. 2017 Mar;67:69-79. doi: 10.1016/j.jbi.2017.01.005. Epub 2017 Jan 11. Review. PMID: 28088527.
Kushniruk A, Senathirajah Y, Borycki E. Effective Usability Engineering in Healthcare: A Vision of Usable and Safer Healthcare IT. Stud Health Technol Inform. 2017;245:1066-1069. PMID: 29295265.
Kushniruk A, Senathirajah Y, Borycki E. Towards a Usability and Error "Safety Net": A Multi-Phased Multi-Method Approach to Ensuring System Usability and Safety. Stud Health Technol Inform. 2017;245:763-767. PMID: 29295201.
Borycki E, Senathirajah Y, Kushniruk AW. The Future of Mobile Usability, Workflow and Safety Testing. Stud Health Technol Inform. 2017;245:15-19. PMID: 29295043.
Sockolow P, Schug S, Zhu J, Smith TJ, Senathirajah Y, Bloom S. At-risk adolescents as experts in a new requirements elicitation procedure for the development of a smart phone psychoeducational trauma-informed care application. Inform Health Soc Care. 2017 Jan;42(1):77-96. Epub 2016 Jun 3. doi: 10.1080/17538157.2016.1177532. PMID: 27259373.
Borycki E, Dexheimer JW, Hullin Lucay Cossio C, Gong Y, Jensen S, Kaipio J, Kennebeck S, Kirkendall E, Kushniruk AW, Kuziemsky C, Marcilly R, Röhrig R, Saranto K, Senathirajah Y, Weber J, Takeda H. Methods for Addressing Technology-induced Errors: The Current State. Yearb Med Inform. 2016 Nov 10;(1):30-40. doi: 10.15265/IY-2016-029. Review. PMID: 27830228. PMCID: PMC5171580.
Kuziemsky CE, Nøhr C, Borycki EM, Kushniruk AW, Senathirajah Y. Understanding the Context of Patient Safety Through The Lenses of Three IMIA Working Groups. Stud Health Technol Inform. 2015;218:40615. PMID: 26262545.
Senathirajah Y. Safer Design - Composable EHRs and Mechanisms for Safety. Stu Health Technol Inform. 2015;218:40602. PMID: 2626532.
Senathirajah Y, Kaufman D, Bakken S. The clinician in the driver's seat: part 2 - intelligent uses of space in a drag/drop user-composable electronic health record. J Biomed Inform. 2014 Dec;52:177-88. doi: 10.1016/j.jbi.2014.09.008. Epub 2014 Oct 24. PMID: 25445921.
Senathirajah Y, Bakken S, Kaufman D. The clinician in the Driver's Seat: part 1 - a drag/drop user-composable electronic health record platform. J Biomed Inform. 2014 Dec;52:165-76. doi: 10.1016/j.jbi.2014.09.002. Epub 2014 Sep 18. PMID: 25240253.
Senathirajah Y, Kaufman D, Bakken S. Beyond copy and paste: clinician approaches to meeting information needs during note writing. Stud Health Technol Inform. 2014;205:599-603. PMID: 25160256.
Merrill J, Phillips A, Keeling J, Kaushal R, Senathirajah Y Effects of automated immunization registry reporting via an electronic health record deployed in community practice settings. Appl Clin Inform. 2013 Jun 12;4(2):267-75. doi: 10.4338/ACI-2013-02-CR-0009. Print 2013. PMID: 23874363. PMCID: PMC3716417.
Senathirajah Y, Kaufman D, Bakken S. Essential questions: accuracy, errors and user perceptions in a drag/drop user-composable electronic health record. Stud Health Technol Inform. 2013;194:181-7. PMID: 23941953.
Senathirajah Y, Bakken S. Visual clustering analysis of CIS logs to inform creation of a user-configurable Web CIS interface. Methods Inf Med. 2011;50(4):337-48. doi: 10.3414/ME09-01-0087. Epub 2011 Jun 21. PMID: 21691676.
Senathirajah Y, Bakken S. Important ingredients for health adaptive information systems. Stud Health Technol Inform. 2011;169:280-4. PMID: 21893757.
Senathirajah Y, Kaufman D, Bakken S. Cognitive Analysis of a Highly Configurable Web 2.0 EHR Interface. AMIA Annu Symp Proc. 2010 Nov 13;2010:732-6. PMID: 21347075. PMCID: PMC3041363.
Senathirajah Y, Bakken S. Architectural and usability considerations in the development of a Web 2.0-based EHR. Stud Health Technol Inform. 2009;143:315-21. PMID: 19380954.
Jonathan C. Silverstein, MD, MS, FACS, FACMI
Gitelis ME, Kaczynski A, Shear T, Deshur M, Beig M, Sefa M, Silverstein J, Ujiki M. Increasing compliance with the World Health Organization Surgical Safety Checklist-A regional health system's experience. Am J Surg. 2017; 214(1):7-13. PMID: 27692671 PMCID: PMC4429500 DOI: 10.1016/j.amjsurg.2016.07.024
Cheng Q, June J, Bellam S, Fulara N, Close D, Silverstein JC, Schatz B. Classification Models for Pulmonary Function using Motion Analysis from Phone Sensors. 2017 Feb 10;2016:401-410. eCollection 2016. PMID: 28269835. PMC5333291.
Cheng Q, Juen J, Bellam S, Fulara N, Close D, Silverstein JC, Schatz B. Predicting Pulmonary Function from Phone Sensors. Telemed J E Health. 2017 Nov;23(11):913-919. doi: 10.1089/tmj.2017.0008. Epub 2017 Mar 16. PMID: 28300524. PMCID: PMC5684658.
Friedman CP, Allee NJ, Delaney BC, Flynn AJ, Silverstein JC, Sullivan K, Young KA. The science of Learning Health Systems: Foundations for a new journal. Learning Health Systems. 2017 January; 1(1):1. doi: 10.1002/lrh2.10020
McCray AT, Glaser J, Koppel R, Langlotz CP, Silverstein J. Health IT vendors and the academic community: The 2014 ACMI debate. J Biomed Inform. 2016 Apr;60:365-75. doi: 10.1016/j.jbi.2016.03.003. Epub 2016 Mar 8. PMID: 26968349
Baldridge AS, Pacheco JA, Aufox SA, Kim KY, Silverstein JC, Denham W, Hungness E, Smith ME, Allen NB, Greenland P, Rasmussen-Torvik LJ. Factors Associated With Long-Term Weight Loss Following Bariatric Surgery Using 2 Methods for Repeated Measures Analysis. Am J Epidemiol. 2015 Aug 1;182(3):235-43. PMID: 26093003 PMCID: PMC4517695 DOI: 10.1093/aje/kwv039
Zhu Y, Xu Y, Helseth DL Jr, Gulukota K, Yang S, Pesce LL, Mitra R, Müller P, Sengupta S, Guo W, Silverstein JC, Foster I, Parsad N, White KP, Ji Y. Zodiac: A Comprehensive Depiction of Genetic Interactions in Cancer by Integrating TCGA Data. J Natl Cancer Inst. 2015 May 8;107(8). pii: djv129. PMID: 25956356 PMCID: PMC4554190 DOI: 10.1093/jnci/djv129
Rasmussen-Torvik LJ, Baldridge AS, Pacheco JA, Aufox SA, Kim KY, Silverstein JC, Denham EW, Hungness E, Smith ME, Greenland P. rs4771122 Predicts Multiple Measures of Long-Term Weight Loss After Bariatric Surgery. Obes Surg. 2015 Nov;25(11):2225-9. PMID: 26337695 PMCID: PMC4598314 DOI: 10.1007/s11695-015-1872-7
Maraganore DM, Frigerio R, Kazmi N, Meyers SL, Sefa M, Walters SA, Silverstein JC. Quality improvement and practice-based research in neurology using the electronic medical record. Neurol Clin Pract. 2015 Oct;5(5):419–429. PMCID: PMC4634157
Solomonides A, Goel S, Hynes D, Silverstein JC, Hota B, Trick W, Angulo F, Price R, Sadhu E, Zelisko S, Fischer J, Furner B, Hamilton A, Phua J, Brown W, Hohmann SF, Meltzer D, Tarlov E, Weaver FM, Zhang H, Concannon T, Kho A. Patient-Centered Outcomes Research in Practice: The CAPriCORN Infrastructure. Stud Health Technol Inform. 2015;216:584-8. PMID: 26262118
Cherenfant J, Talamonti MS, Hall CR, Thurow TA, Gage MK, Stocker SJ, Lapin B, Wang E, Silverstein JC, Mangold K, Odeleye M, Kaul KL, Lamzabi I, Gattuso P, Winchester DJ, Marsh RW, Roggin KK, Bentrem DJ, Baker MS, Prinz RA. Comparison of tumor markers for predicting outcomes after resection of nonfunctioning pancreatic neuroendocrine tumors. Surgery. 2014 Dec;156(6):1504-10; discussion 1510-1. PMID: 25456943 DOI: 10.1016/j.surg.2014.08.043
Erik S. Wright, PhD, MS
Assistant Professor, Department of Biomedical Informatics
Wright ES. Getting my feet wet. Science. 2017 Apr 7;356(6333):106. doi: 10.1126/science.356.6333.106. PMID: 28386014.
Wright ES, Vetsigian KH. DesignSignatures: a tool for designing primers that yields amplicons with distinct signatures. Bioinformatics. 2016 May 15;32(10):1565-7. doi: 10.1093/bioinformatics/btw047. Epub 2016 Jan 23. PMID: 26803162.
Wright ES, Vetsigian KH. Inhibitory interactions promote frequent bistability among competing bacteria. Nat Commun. 2016 Apr 21;7:11274. doi: 10.1038/ncomms11274. PMID: 27097658. PMCID: PMC4844671.
Wright ES, Vetsigian KH. Quality filtering of Illumina index reads mitigates sample cross-talk. BMC Genomics. 2016 Nov 4;17(1):876. doi: 10.1186/s12864-016-3217-x. PMID: 27814679. PMCID: PMC5097354.
Wright ES. DECIPHER: harnessing local sequence context to improve protein multiple sequence alignment. BMC Bioinformatics. 2015 Oct 6;16:322. doi: 10.1186/s12859-015-0749-z. PMID: 26445311. PMCID: PMC4595117.
Wright ES, Yilmaz LS, Corcoran AM, Ökten HE, Noguera DR. Automated design of probes for rRNA-targeted fluorescence in situ hybridization reveals the advantages of using dual probes for accurate identification. Appl Environ Microbiol. 2014 Aug;80(16):5124-33. doi: 10.1128/AEM.01685-14. Epub 2014 Jun 13. PMID: 24928876. PMCID: PMC4135741.
Wright ES, Yilmaz LS, Ram S, Gasser JM, Harrington GW, Noguera DR. Exploiting extension bias in polymerase chain reaction to improve primer specificity in ensembles of nearly identical DNA templates. Environ Microbiol. 2014 May;16(5):1354-65. doi: 10.1111/1462-2920.12259. Epub 2013 Sep 24. PMID: 24750536.
Noguera DR, Wright ES, Camejo P, Yilmaz LS. Mathematical tools to optimize the design of oligonucleotide probes and primers. Appl Microbiol Biotechnol. 2014 Dec;98(23):9595-608. doi: 10.1007/s00253-014-6165-x. Epub 2014 Oct 31. Review. PMID: 25359473.
Wright ES, Yilmaz LS, Noguera DR. DECIPHER, a search-based approach to chimera identification for 16S rRNA sequences. Appl Environ Microbiol. 2012 Feb;78(3):717-25. doi: 10.1128/AEM.06516-11. Epub 2011 Nov 18. PMID: 22101057. PMCID: PMC3264099.
Kayhan Batmanghelich, PhD
University of Pittsburgh School of Medicine
Schabdach J, Wells S, Cho M, Batmanghelich N. A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies. International Conference on Information Processing in Medical Imaging (IPMI). 2017 Jun 25; 170-183. PMID:29129964. PMCID: PMC5679301 [Available on 2018-06-01] DOI: 10.1007/978-3-319-59050-9_14
Freifeld O, Haubert S, Fisher J III, Batmanghelich N, Transformations Based on Continuous Piecewise-Affine Velocity Fields. IEEE Trans Pattern Anal Mach Intell. 2017 Dec;39(12):2496-2509. Epub 2017 Jan 1. PubMed PMID: 28092517. doi: 10.1109/TPAMI.2016.2646685.
Batmanghelich N, Saeedi A, Narasimhan K, Gershman S. Nonparametric Spherical Topic Modeling with Word Embeddings. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL), pp 537-542, 2016. arXiv:1604.00126.
Batmanghelich N, Dalca A, Quon G, Sabuncu M, Golland P. Probabilistic Modeling of Imaging, Genetics and the Diagnosis. IEEE Transactions on Medical Imaging (TMI), pp 1765-1779, 2016. PMID: 26886973 DOI: 10.1109/TMI.2016.2527784
Batmanghelich N, Saeedi A, Estepar RJ, Cho M, Wells S. Inferring Disease Status by non-Parametric Probabalistic Embedding. Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging. 2016 Oct 21; 49-57.
Binder P, Batmanghelich N, Estepar R, Golland P. Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort. Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings. 2016 Oct;10019:180-187. doi: 10.1007/978-3-319-47157-0_22. Epub 2016 Oct 1. PubMed PMID: 28232959. PubMed Central PMCID: PMC5317320.
Batmanghelich N, Saeedi A, Cho M, Jose R, Golland P. Generative Method to Discover Genetically Driven Image Biomarkers. International Conference on Information Processing in Medical Imaging (IPMI), LNCS 9123, pp 30-42, 2015. PMID: 26221665. PMCID: PMC4527679.
Wachinger C, Batmanghelich N, Golland P, Reuter M. BrainPrint in the Computer-Aided Diagnosis of Alzheimer's Disease. Challenge on Computer-Aided Diagnosis of Dementia. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.
Bloy L, Ingalhalikar M, Batmanghelich N. An integrated Framework for High Angular Resolution Diffusion Imaging-Based Investigation of Structural Connectivity. Brain Connectivity, 2(2), pp 69-19, 2012. doi: 10.1089/brain.2011.0070 PMCID: PMC3380149.
Batmanghelich N, Taskar B, Davatzikos C. Generative-Discriminative Basis Learning for Medical Imaging. IEEE Transactions on Medical Imaging (TMI), 31(1), pp 51-69, 2012. PMID: 21791408 PMCID: PMC3402718 DOI: 10.1109/TMI.2011.2162961
Batmanghelich N, Ye D, Taskar B, Davatzikos C. Disease Classification and Prediction via semi-supervised Dimensionality Reduction. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), pp 1086-1090, 2011. DOI: 10.1109/ISBI.2011.5872590
Davatzikos C, Bhatt P, Shaw L, Batmanghelich N, Trojanowski J. Prediction of MCI Conversion via MRI, CSF Biomarkers, and Pattern Classification. Neurobiology of Aging, 32(12), pp 2322.e192322.e27, 2010. PMID: 20594615 PMCID: PMC2951483 DOI: 10.1016/j.neurobiolaging.2010.05.023
Batmanghelich N, Gooya A, Taskar B, Davatzikos C. Application of Trace-Norm and Low-Rank Matrix Decomposition for Computational Anatomy. IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), Computer Vision and Pattern Recognition Workshops (CVPRW), pp 146-153, 2010. DOI: 10.1109/CVPRW.2010.5543596
Batmanghelich N, Verma R. On Non-linear Characterization of Tissue Abnormality by Constructing Disease Manifolds. IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), Computer Vision and Pattern Recognition Workshops (CVPRW), pp 1-8, 2008. DOI: 10.1109/CVPRW.2008.4563027
Fan Y, Batmanghelich N, Clark C, Davatzikos C. Spatial Patterns of Brain Atrophy in MCI Patients, Identified via High-dimensional Pattern Classification, Predict Subsequent Cognitive Decline. NeuroImage, 39(4), pp 1731-43, 2008. PMID: 18053747 PMCID: PMC2861339 DOI: 10.1016/j.neuroimage.2007.10.031
Shariatpanahi H, Batmanghelich N, Kermani A, Ahmadabadi M, Soltanian-Zadeh H. Distributed Behavior-based Multi-agent System for Automatic Segmentation of Brain MR Images. International Joint Conference on Neural Networks (IJCNN), pp 4535-4542, 2006. DOI: 10.1109/IJCNN.2006.247079
Karimi M, Batmanghelich N, Soltanian-Zadeh H, Lucas C. A 3-D Deformable Surface Method for Automatic Hippocampus-Amygdala Complex Segmentation. IEEE Nuclear Science Symposium Conference Record, 6, pp 3725-3729, 2004.DOI: 10.1109/NSSMIC.2004.1466690
Douglas Landsittel, PhD
Shaikh N, Hoberman A, Hum SW, Alberty A, Muniz G, Kurs-Lasky M, Landsittel D, Shope T. Development and Validation of a Calculator for Estimating the Probability of Urinary Tract Infection in Young Febrile Children. JAMA Pediatr. 2018 Apr 16. doi: 10.1001/jamapediatrics.2018.021. [Epub ahead of print] PMID: 29710324.
Thurston RC, Chang Y, Barinas-Mitchell E, Jennings R, von Känel R, Landsittel DP, Matthews KA. Physiologically assessed hot flashes and endothelial function among midlife women. Menopause. 2017 Aug;24(8):886-893. doi: 10.1097/GME.0000000000000857. PMID: 28399007 PMCID: PMC5524590 [Available on 2018-08-01].
Hughes AM, Patterson PD, Weaver MD, Gregory ME, Sonesh SC, Landsittel D, Krackhardt D, Hostler D, Lazzara EH, Wang X, Vena J, Salas E, Yealy DM. Teammate familiarity, teamwork, and risk of workplace injury in EMS teams. J Emerg Nurs. 2017 Jul;43(4):339-346. doi: 10.1016/j.jen.2016.11.07. Epub 2017 Mar 30. PMID: 28366241.
Gao B, Long C, Lee W, Zhang Z, Gao X, Landisttel D, Ezzelarab M, Arares D, Liu Q, Cooper D, Hara H. Anti-Neu5Gc and anti-non-Neu5Gc antibodies in health humans. PLos One. 2017 Jul 17; 12(7):e0180768. doi: 10.1371/journal.pone.0180768. eCollection 2017. PMID: 28715486. PMCID: PMC 55134129.
Kline TL, Korfiatis P, Edwards ME, Bae KT, Yu A, Chapman AB, Mrug M, Grantham JJ, Landsittel D, Bennett WM, Flessner MF, King BF, Harris PC, Torres VE, Erickson BJ; CRISP Investigators. Image Texture Features Predict Renal Function Decline in Autosomal Dominant Polycystic Kidney Disease Patients. Kidney Int. 2017 Nov;92(5):1206-1216. doi: 10.1016/j.kint.2017.03.026. Epub 2017 May 20. PMID: 28532709.
Thurston RC, Chang Y, Mitchell EB, von Känel R, Jennings JR, Santoro N, Landsittel DP, Matthews KA. Child abuse and neglect and subclinical cardiovascular disease among midlife women. Psychosom Med. 2017 May;79(4): 441-449. doi: 10.1097/PSY.0000000000000400. PMID: 27763988 PMCID: PMC5477855 [Available on 2018-05-01].
Rosenberger EM, DeVito Dabbs AJ, DiMartini AF, Landsittel DP, Pilewski JM, Dew MA. Long-Term Follow-up of a Randomized Controlled Trial Evaluating a Mobile Health Intervention for Self-Management in Lung Transplant Recipients. Am J Transplant. 2017 May;17(5):1286–1293. doi: 10.1111/ajt.14062. Epub 2016 Oct 31. PMID: 27664940.
Sentell T, Shen C, Landsittel D, Mays MH, Southerland J, Henriques-Forsythe M, Taira DA. Racial/ethnic differences in those accompanying Medicare patients to the doctor: Insights from the 2013 Medicare Current Beneficiary's Survey. J Immigr Minor Health. 2017 Apr 12. doi: 10.1007/s10903-017-0582-8. [Epub ahead of print.] PMID: 28405871.
Shen C, Landsittel D, Irazabal MV, Yu ASL, Chapman AB, Mrug M, Grantham JJ, Bae KT, Bennett WM, Flessner MF, Torres VE. Performance of the CKD-EPI equation to estimate GFR in a longitudinal study of Autosomal Dominant Polycystic Kidney Disease. Am J Kidney Dis. 2017;69(3):482-484. doi: 10.1053/j.ajkd.2016.10.021. PMID:28027795. PMCID: PMC5497695.
Taira DA, Seto BK, Davis JW, Seto TB, Landsittel D, Sumida WK. Examining Factors Associated With Nonadherence And Identifying Providers Caring For Nonadherent Subgroups. J Pharm Health Serv Res. 2017 Dec;8(4):247-253. doi: 10.1111/jphs.12193. Epub 2017 Aug 7. PMID:29151900. PMCID: PMC5690547 [Available on 2018-12-01].
Taira DA, Shen C, King M, Landsittel D, Mays MH, Sentell T, Southerland J. Access to medications for medicare enrolees related to race/ethnicity: Results from the 2013 Medicare Current Beneficiary Survey. Res Social Adm Pharm. 2017 Nov; 13(6): 1208-1213. doi: 10.1016/j.sapharm.2016-10-021. Epub 2016 Nov 23. PMID:27914950. PMC ID: PMC5500432.
Landsittel DP, Kessler L, Schmid CH, Marantz P, Suarez-Almazor ME Training in patient-centered outcomes research for specific researcher communities. J Clin Transl Sci. 2017 Oct;1(5):278-284. doi: 10.1017/cts.2017.307. PMID: 29707248.
Cherukuri A, Salama AD, Carter CR, Landsittel D, Arumugakani G, Clark B, Rothstein DM and Baker RJ. Reduced Human Transitional B cell T1/T2 Ratio Is Associated with Subsequent Deterioration in Renal Allograft Function. Kidney International. 2017;91(1):183-195. PMID: 28029430 DOI: 10.1016/j.kint.2016.08.028
Liapis H, Gaut JP, Klein C, Bagnasco S, Kraus E, Farris AB, Honsova E, Perkowska-Ptasinska A, David D, Goldberg J, Smith M, Mengel M, Haas M, Seshan S, Pegas KL, Horwedel T, Paliwa Y, Gao X, Landsittel D, Randhawa P. Banff histopathological consensus criteria for pre-implantation kidney biopsies. Am J Transplant. 2017 Jan;17(1):140-150. doi: 10.1111/ajt.13929. Epub 2016 Jul 22. PMID: 27333454.
Educational Interests
Donald P. Taylor, Ph.D., M.B.A.
Donald P. Taylor, PhD, MBA, is assistant vice chancellor for commercial translation in the health sciences; codirector of the Center for Commercial Applications of Healthcare Data and of the Clinical and Translational Science Institute; associate director of the Center for Medical Innovation; associate professor of biomedical informatics and of plastic surgery, School of Medicine; and associate professor of bioengineering, Swanson School of Engineering.
David Boone, PhD
Nagle AM, Levine KM, Tasdemir N, Scott JA, Burlbaugh K, Kehm JW, Katz TA, Boone DN, Jacobsen BM, Atkinson JM, Oesterreich S, Lee AV. Loss of E-cadherin enhances IGF1-IGF1R pathway activation and sensitizes breast cancers to anti-IGF1R/InsR inhibitors. Clin Cancer Res. 2018 Jun 25. pii: clincanres.0279.2018. doi: 10.1158/1078-0432.CCR-18-0279. [Epub ahead of print]. PMID: 29941485.
Chen J, Nagle AM, Wang YF, Boone DN, Lee AV. Controlled dimerization of insulin-like grown factor-1 and insulin receptors reveal shared and distinct activities of holo and hybrid receptors. J Biol Chem. 2018 Jan 12. pii: jbc.M117.789503. doi: 10.1074/jbc.M117.789503. [Epub ahead of print]. PMID: 23990302.
Warburton AJ, Boone DN. Insights of Global Analyses of Long Noncoding RNAs in Breast Cancer. Curr Pathobiol Rep. 2017 Mar;5(1):23-34. doi: 10.1007/s40139-017-0122-1. Epub 2017 Jan 23. PubMed PMID: 28616363. PubMed Central PMCID: PMC5467540.
King AJ, Fisher AM, Becich MJ, Boone DN. Computer Science, Biology and Biomedical Informatics academy: Outcomes from 5 years of Immersing High-school Students into Informatics Research. J Pathol Inform. 2017 Feb 28;8:2. doi: 10.4103/2153-3539.201110. eCollection 2017. PMID: 28400991 PMC ID: 5359992.
Nayak S, Harrington E, Boone DN, Hartmaier R, Pathiraja, T, Cooper K, Fine J, Sanfilippo J, Davidson N, Lee AV, Dabbs D, and Oesterreich S. A Role for Histone H2B Variants in Endocrine Resistant Breast Cancer. Hormones and Cancer. 2015 PUBMED 26113056
Farabaugh SM, Boone DN, and Lee AV. Role of IGF1R in breast cancer subtypes, stemness, and lineage differentiation. Frontiers in Endocrinology. 2015. PUBMED 25964777
Zhang Q, Spears E, Boone DN, Li Z, Gregory M, and Hann S. Domain specific c-Myc ubiquitylation controls c-Myc transcriptional and apoptotic activitys. PNAS. 2012; 110(3):978-83. PUBMED 23277542
Boone DN and Lee AV. Targeting the Insulin-like Growth Factor Receptor: Developing Biomarkers from Gene Expression Profiling. Critical Reviews in Oncogenesis. 2012;17(2):161-73. PUBMED 22471706
Boone DN and Hann SR. The Myc-ARF-Egr1 Pathway: Unleashing Myc’s Apoptotic Power. Cell Cycle. 2011 Jul1;10(13):2043-4. PMC3234342
Boone DN, Qi Y, Li Z, and Hann S. Egr1 mediates p53-independent c-Myc-induced apoptosis via a noncanonical ARF-dependent transcriptional mechanism. PNAS. 2011 Jan 11;108(2):632-7. PUBMED 21187408
Zhaoliang Li, Boone D, and Hann S. Nucleophosmin interacts directly with c-Myc and controls c-Myc-induced hyperproliferation and transformation. PNAS. 2008 Dec 2;105(48):18794-9. PUBMED 19033198
van Rheede T, Bastiaans T, Boone D, Hedges SB, de Jong W, and Madsen O. 2006. The platypus is in its place: nuclear genes and indels confirm the sister group relation of monotremes and therians. Mol. Biol. Evol. 23:587-597. PMID:19033198
Uma Chandran, PhD, MSIS
Carson RA, Rudine AC, Tally SJ, Franks AL, Frahm KA, Waldman JK, Silswal N, Burale S, Phan JV, Chandran UR, Monaghan AP, DeFranco DB. Statins impact primary embryonic mouse neural stem cell survival, cell death, and fate through distinct mechanisms. PLoS One. 2018 May 8;13(5):e0196387. doi: 10.1371/journal.pone.0196387. eCollection 2018. PMID: 29738356.
Cao C, Wu H, Vasilatos SN, Chandran U, Qin Y, Wan Y, Oesterrich S, Davidson NE, Huang Y. HDAC5-LSD1 Axis Regulates Antineoplastic Effect of Natural HDAC Inhibitor Sulforaphane in Human Breast Cancer Cells. Int J Cancer. 2018 Apr 6. Doi: 10.1005/ijc.31419. [Epub ahead of print] PMID 29633255.
Luthra S, Chandran U, Diergaarde B, Becich M, Lee AV, Neumann CA. Expression of reactive species related genes is associated with patient survival in luminal B breast cancer. Free Radic Biol Med. 2018 Mar 12. pii: S0891-5849(18)30114-X. doi: 10.1016/j.freeradbiomed.2018.03.011. [Epub ahead of print]. PMID: 2954507.
Eshbach ML, Sethi R, Avula R, Lamb J, Hollingshead DJ, Finegold DN, Locker J, Chandran UR, Weisz OA. The Transcriptome of the Didelphis virginiana Opossum Kidney OK Proximal Tubule Cell Line. Am J Physiol Renal Physiol. 2017 Sep 1;313(3):F585-F595. doi: 10.1152/ajprenal.00228.2017. Epub 2017 Jun 14. PubMed PMID: 28615248. PMC ID: PMC 5625107.
Andersen CL, Sikora MJ, Boisen MM, Ma T, Christie A, Tseng G, Park Y, Luthra S, Chandran U, Haluska P, Mantia-Smaldone GM, Odunsi K, McLean K, Lee AV, Elishaev E, Edwards RP, Oesterreich S. Active Estrogen Receptor-alpha Signaling in Ovarian Cancer Models and Clinical Specimens. Clin Cancer Res. 2017 Jul 15;23(14):3802-3812. doi: 10.1158/1078-0432.CCR-16-1501. Epub 2017 Jan 10. PubMed PMID: 28073843. PMC ID: PMC5503796.
Frahm KA, Waldman JK, Luthra S, Rudine AC, Monaghan-Nichols AP, Chandran UR, DeFranco DB. A Comparison of the Sexually Dimorphic Dexamethasone Transcriptome in Mouse Cerebral Cortical and Hypothalamic Embryonic Neural Stem Cells. Mol Cell Endocrinol. 2017 May 26. pii: S0303-7207(17)30295-2. doi: 10.1016/j.mce.2017.05.026. [Epub ahead of print] Review. PubMed PMID: 28554804. PMCID: PMC5702594.
Pascal LE, Masoodi KZ, Liu J, Qiu X, Song Q, Wang Y, Zang Y, Yang T, Wang Y, Rigatti LH, Chandran U, Colli LM, Vencio RZN, Lu Y, Zhang J, Wang Z. Conditional deletion of ELL2 induces murine prostate intraepithelial neoplasia. J Endocrinol. 2017 Nov;235(2):123-136. doi: 10.1530/JOE-17-0112. PMID: 28870994.
Ramaswamy S, Walker WH, Aliberti P, Sethi R, Marshall GR, Smith A, Nourashrafeddin S, Belgorosky A, Chandran UR, Hedger MP, Plant TM. The testicular transcriptome associated with spermatogonia differentiation initiated by gonadotrophin stimulation in the juvenile rhesus monkey (Macaca mulatta). Hum Reprod. 2017 Oct 1;32(10):2088-2100. doi: 10.1093/humrep/dex270. PMID: 28938749.
Puri P, Little-Ihrig L, Chandran U, Law NC, Hunzicker-Dunn M, Zeleznik AJ. Protein Kinase A: A Master Kinase of Granulosa Cell Differentiation. Sci Rep. 2016 Jun 21;6:28132. doi: 10.1038/srep28132. PMID: 27324437. PMCID: PMC4914995.
Gau DM, Lesnock JL, Hood BL, Bhargava R, Sun M, Darcy K, Luthra S, Chandran U, Conrads TP, Edwards RP, Kelley JL, Krivak TC, Roy P. (2015). BRCA1 deficiency in ovarian cancer is associated with alteration in expression of several key regulators of cell motility – A proteomics study. Cell Cycle. 2015:14(12):1884-92. http://doi.org/10.1080/15384101.2015.1036203 PMID: 25927284. PMCID: PMC4614952.
Concha-Benavente F, Srivastava RM, Trivedi S, Lei Y, Chandran U, Seethala RR, Freeman GJ, Ferris RL. Identification of the Cell-Intrinsic and -Extrinsic Pathways Downstream of EGFR and IFNy That Induce PD-L1 Expression in Head and Neck Cancer. Cancer Res. 2016 Mar 1;76(5):1031-43. doi: 10.1158/0008-5472.CAN-15-2001. PMID:26676749. PMCID: PMC4775348.
Chandran UR, Medvedeva OP, Barmada MM, Blood PD, Chakka A, Luthra S, Ferreira A, Wong KF, Lee AV, Zhang Z, Budden R, Scott JR, Berndt A, Berg JM, Jacobson RS. TCGA Expedition: A Data Acquisition and Management System for TCGA Data. PLoS One. 2016 Oct 27;11(10):e0165395. doi: 10.1371/journal.pone.0165395. eCollection 2016. PMID: 27788220. PMCID: PMC5082933.
Frahm KA, Peffer ME, Zhang JY, Luthra S, Chakka AB, Couger MB, Chandran UR, Monaghan AP, DeFranco DB. Research Resource: The Dexamethasone Transcriptome in Hypothalamic Embryonic Neural Stem Cells. Mol Endocrinol. 2016 Jan;30(1):144-54. doi: 10.1210/me.2015-1258. PMID: 26606517. PMCID: PMC4695633.
Chandran UR, Luthra S, Santana-Santos L, Mao P, Kim SH, Minata M, Li J, Benos PV, DeWang M, Hu B, Cheng SY, Nakano I, Sobol RW. Gene expression profiling distinguishes proneural glioma stem cells from mesenchymal glioma stem cells. Genom Data. 2015 Sep 1;5:333-336.http://doi.org/10.1016/j.gdata.2015.07.007. PMID: 26251826. PMCID: PMC4523279.
Liao S, Hartmaier RJ, McGuire KP, Puhalla SL, Luthra S, Chandran UR, Ma T, Bhargava R, Modugno F, Davidson NE, Benz S, Lee AV, Tseng GC, Oesterreich S. The molecular landscape of premenopausal breast cancer. Breast Cancer Res. 2015 Aug 7;17:104. http://doi.org/10.1186/s13058-015-0618-8. PMID: 26251034. PMCID: PMC4531812.
Geskin A, Legowski E, Chakka A, Chandran UR, Barmada MM, LaFramboise WA, Berg J, Jacobson RS. Needs Assessment for Research Use of High-Throughput Sequencing at a Large Academic Medical Center. PLoS One. 2015 June 26;10(6):e0131166. http://doi.org/10.1371/journal.pone.0131166. eCollection 2015. PMID: 26115441. PMCID: PMC4483235.
Manohar R, Li Y, Fohrer H, Guzik L, Stolz DB, Chandran UR, LaFramboise WA, Lagasse E. Identification of a candidate stem cell in human gallbladder. Stem Cell Res. 2015 May;14(3):258-69. http://doi.org/10.1016/j.scr.2014.12.003. Epub 2015 Feb 7. PMID: 25765520. PMCID: PMC4439375.
McDade KK, Chandran U, Day RS. Improving Cancer Gene Expression Data Quality through a TCGA Data-Driven Evaluation of Identifier Filtering. Cancer Inform. 2015 Dec 16;14:149-61. doi: 10.4137/CIN.S33076. eCollection 2015. PMID: 26715829. PMCID: PMC4686346.
Peffer ME, Chandran UR, Luthra S, Volonte D, Galbiati F, Garabedian MJ, Monaghan AP, DeFranco DB. Caveolin-1 regulates genomic action of the glucocorticoid receptor in neural stem cells. Mol Cell Biol. 2014 Jul;34(14):2611-23. doi: https://doi.org/10.1128/MCB.01121-13. PMID: 24777604. PMCID: PMC4097667.
Sikora MJ, Cooper KL, Bahreini A, Luthra S, Wang G, Chandran UR, Davidson NE, Dabbs DJ, Welm AL, Oesterreich S. Invasive lobular carcinoma cell lines are characterized by unique estrogen-mediated gene expression patterns and altered tamoxifen response. Cancer Res. 2014 Mar 1;74(5):1463-74. doi: http://doi.org/10.1158/0008-5472.CAN-13-2779. PMID: 24425047. PMCID: PMC3955299.
Maxwell GL, Allard J, Gadisetti CV, Litzi T, Casablanca Y, Chandran U, Darcy KM, Levine DA, Berchuck A, Hamilton CA, Conrads TP, Risinger JI. Transcript expression in endometrial cancers from Black and White patients. Gynecol Oncol. 2013 Jul;130(1):169-73. doi: 10.1016/j.ygyno.2013.04.017. Epub 2013 Apr 17. PMID: 23603370.
Risinger JI, Allard J, Chandran U, Day R, Chandramouli GV, Miller C, Zahn C, Oliver J, Litzi T, Marcus C, Dubil E, Byrd K, Cassablanca Y, Becich M, Berchuck A, Darcy KM, Hamilton CA, Conrads TP, Maxwell GL. Gene expression analysis of early stage endometrial cancers reveals unique transcripts associated with grade and histology but not depth of invasion. Front Oncol. 2013 Jun 17;3:139. doi: 10.3389/fonc.2013.00139. Print 2013. PMID: 23785665. PMCID: PMC3683664.
Mao P, Joshi K, Li J, Kim SH, Li P, Santana-Santos L, Luthra S, Chandran UR, Benos PV, Smith L, Wang M, Hu B, Cheng SY, Sobol RW, Nakano I. Mesenchymal glioma stem cells are maintained by activated glycolytic metabolism involving aldehyde dehydrogenase 1A3. Proc Natl Acad Sci U S A. 2013 May 21;110(21):8644-9. doi: 10.1073/pnas.1221478110. Epub 2013 May 6. PMID: 23650391. PMCID: PMC3666732.
Krill-Burger JM, Lyons MA, Kelly LA, Sciulli CM, Petrosko P, Chandran UR, Kubal MD, Bastacky SI, Parwani AV, Dhir R, LaFramboise WA. Renal cell neoplasms contain shared tumor type-specific copy number variations. Am J Pathol. 2012 Jun; 180(6):2427-39. doi: 10.1016/j.ajpath.2012.01.044. Epub 2012 Apr 3. PMID: 22483639. PMCID: PMC3378847.
Day RS, McDade K, Grover H, Luthra S, Chandran U, Lisovich A. Bioinformatic Data Integration to Assess Data Preprocessing. In: Proceedings of the AMIA Joint Summit on Translational Science; 2012 Mar 19-21; San Francisco, CA.
McDade K, Day RS, Chandran U, Lisovich A. Optimal Probeset Filtering Using Proteomic-Transcriptomic Correlations. In: Proceedings of the AMIA Joint Summit on Translational Science; 2012 Mar 19-21; San Francisco, CA.
Li J, Luthra S, Wang XH, Chandran UR, Sobol RW. Transcriptional profiling reveals elevated Sox2 in DNA polymerase ß null mouse embryonic fibroblasts. Am J Cancer Res. 2012; 2(6):699-713. Epub 2012 Nov 20. PMID: 23226616. PMCID: PMC3512183
LaFramboise WA, Dhir R, Kelly LA, Petrosko P, Krill-Burger JM, Sciulli CM, Lyons-Weiler MA, Chandran UR, Lomakin A, Masterson RV, Marroquin OC, Mulukutla SR, McNamara DM. Serum protein profiles predict coronary artery disease in symptomatic patients referred for coronary angiography. BMC Med. 2012 Dec 5; 10:157. doi: 10.1186/1741-7015-10-157. PMID: 23216991. PMCID: PMC3566965.
Day RS, McDade KK, Chandran UR, Lisovich A, Conrads TP, Hood BL, Kolli VS, Kirchner D, Litzi T, Maxwell GL. Identifier mapping performance for integrating transcriptomics and proteomics experimental results. BMC Bioinformatics. 2011 May 27;12:213. http://doi.org/10.1186/1471-2105-12-213. PMID: 21619611 PMCID: PMC3124437
Manohar R, Komori J, Guzik L, Stolz DB, Chandran UR, LaFramboise WA, Lagasse E. Identification and expansion of a unique stem cell population from adult mouse gallbladder. Hepatology. 2011 Nov; 54(5):1830-41. PMID: 21793026. PMCID: PMC3205206 doi: 10.1002/hep.24568
Bartholow TL, Chandran UR, Becich MJ, Parwani AV. Immunohistochemical profiles of claudin-3 in primary and metastatic prostatic adenocarcinoma. Diagn Pathol. 2011 Jan 21;6:12. PMID: 21255442. PMCID: PMC3033791. doi: 10.1186/1746-1596-6-12
Lisovich A, Chandran UR, Lyons-Weiler MA, LaFramboise WA, Brown AR, Jakacki RI, Pollack IF, Sobol RW. (2011). A novel SNP analysis method to detect copy number alterations with an unbiased reference signal directly from tumor samples. BMC Med Genomics. 2011 Jan 26;4:14. http://doi.org/10.1186/1755-8794-4-14. PMID: 21269491. PMCID: PMC3041647.
Chang G, Xu S, Dhir R, Chandran U, O'Keefe DS, Greenberg NM, Gingrich JR. Hypoexpression and epigenetic regulation of candidate tumor suppressor gene CADM-2 in human prostate cancer. Clin Cancer Res. 2010 Nov 15; 16(22):5390-401. Epub 2010 Nov 9. PMID: 21062931. PMCID: PMC3541035. doi: 10.1158/1078-0432.CCR-10-1461.
AEscamilla-Hernandez R, Little-Ihrig L, Orwig KE, Yue J, Chandran U, Zeleznik AJ. (2008). Constitutively Active Protein Kinase A Qualitatively Mimics the Effects of Follicle-Stimulating Hormone on Granulosa Cell Differentiation. Molecular Endocrinology, 22(8), 1842–1852. http://doi.org/10.1210/me.2008-0103 PMID: 18535249 PMCID: PMC2725770
Monzon FA, Hagenkord JM, Lyons-Weiler MA, Balani JP, Parwani AV, Sciulli CM, Li J, Chandran UR, Bastacky SI, Dhir R. Whole genome SNP arrays as a potential diagnostic tool for the detection of characteristic chromosomal aberrations in renal epithelial tumors. Modern Pathology : An Official Journal of The United States and Canadian Academy of Pathology, Inc. 2008 May;21(5):599-608. PMID: 18246049. DOI: 10.1038/modpathol.2008.20.
Yin M, Bastacky S, Chandran U, Becich MJ, Dhir R. Prevalence of incidental prostate cancer in the general population: a study of healthy organ donors. The Journal of Urology. 2008 Mar;179(3):892-5; discussion 895. PMID: 18207193 DOI: 10.1016/j.juro.2007.10.057
Chandran UR, Ma C, Dhir R, Bisceglia M, Lyons-Weiler J, Liang W, Michalopoulos GK, Becich MJ, Monzon FA. Gene expression profiles of metastatic prostate cancer reveals disregulation of specific molecular pathways. BMC Cancer. 2007;7(0):64. PMID: 17430594 PMCID: PMC1865555
Chiosea S, Jelezcova E, Chandran U, Luo J, Mantha G, Sobol RW, Dacic S. Overexpression of Dicer in precursor lesions of lung adenocarcinoma. Cancer research. 2007 Mar 1;67(5):2345-50. PMID: 17332367 DOI: 10.1158/0008-5472.CAN-06-3533
Kelavkar UP, Harya NS, Hutzley J, Bacich DJ, Monzon FA, Chandran U, Dhir R, O'Keefe DS. DNA methylation paradigm shift: 15-lipoxygenase-1 upregulation in prostatic intraepithelial neoplasia and prostate cancer by atypical promoter hypermethylation. Prostaglandins & other lipid mediators. 2007 Jan;82(1):185-97. PMID: 17164146 DOI: 10.1016/j.prostaglandins.2006.05.015
Kelavkar U, Lin Y, Landsittel D, Chandran U, Dhir R. (2006). The yin and yang of 15-lipoxygenase-1 and delta-desaturases: Dietary omega-6 linoleic acid metabolic pathway in prostate. Journal of Carcinogenesis, 5, 9. http://doi.org/10.1186/1477-3163-5-9 PMID: 16566819. PMCID: PMC1440856.
Chiosea S, Jelezcova E, Chandran U, Acquafondata M, McHale T, Sobol RW, Dhir R. Up-regulation of dicer, a component of the MicroRNA machinery, in prostate adenocarcinoma. The American journal of pathology. 2006 Nov;169(5):1812-20. PMID 17071602 PMCID: PMC1780192
Shah UZ, Dhir R, Gollin SM, Chandran UR, Lewis D, Acquafondata M, Pflug BR. Fatty Acid Synthase Gene Expression Amplification in Prostate Adenocarcinoma. Hum Pathol. 2006;4(0):401-409.
Chandran UR, Dhir R, Ma C, Michalopoulos G, Becich M, Gilbertson J. (2005). Differences in gene expression in prostate cancer, normal appearing prostate tissue adjacent to cancer and prostate tissue from cancer free organ donors. BMC Cancer, 5, 45. http://doi.org/10.1186/1471-2407-5-45 PMID: 15892885 PMCID: PMC1173092
Varambally S, Yu J, Laxman B, Rhodes DR, Mehra R, Tomlins SA, Shah RB, Chandran U, Monzon FA, Becich MJ, Wei JT, Pienta KJ, Ghosh D, Rubin MA, Chinnaiyan AM. Integrative genomic and proteomic analysis of prostate cancer reveals signatures of metastatic progression. Cancer cell. 2005 Nov;8(5):393-406. PMID: 16286247
Chandran UR, DeFranco DB. Regulation of gonadotropin-releasing hormone gene transcription. Behavioural Brain Research. 1999;105(0):29-36. PMID: 10553688.
Chandran UR, Warren BS, Baumann CT, Hager GL, DeFranco DB. The glucocorticoid receptor is tethered to DNA-bound Oct-1 at the mouse GnRH distal negative glucocorticoid response element. J. Biol. Chem. 1999;274(0):2372-2378. PMID: 9891005.
Attardi B, Tsujii T, Friedman R, Zeng Z, Roberts JL, Dellovade T, Pfaff D, Chandran UR, DeFranco DB. Glucocorticoid repression of gonadotropin-releasing hormone gene expression and secretion in morphologically distinct subpopulations of GT1-7 cells. Mol. Cell. Endocrinol. 1997;131(0):241-255. PMID: 9296383.
Chandran UR, Attardi B, Friedman R, Zheng ZW, Roberts JL, DeFranco DB. Glucocorticoid repression of the mouse gonadotropin-releasing hormone gene is mediated by promoter elements that are recognized by heteromeric complexes containing glucocorticoid receptor. J. Biol. Chem.. 1996;271(0):20412-20420. PMID: 8702778
Chandran UR, Attardi B, Friedman R, Dong KW, Roberts JL, DeFranco DB. Glucocorticoid receptor-mediated repression of gonadotropin-releasing hormone promoter activity in GT1 hypothalamic cell lines. Endocrinol. 1994;134(0):1467-1474. PMID: 8119188.
Songjian Lu, PhD
Pangeni RP, Zhang Z, Alvarez AA, Wan X, Sastry N, Lu S, Shi T, Huang T, Lei CX, James CD, Kessler JA, Brennan CW, Nakano I, Lu X, Hu B, Zhang W, Cheng SY. Genome-wide methylomic and transcriptomic analyses identify subtype-specific epigenetic signatures commonly dysregulated in glioma stem cells and glioblastoma. Epigenetics. 2018 Jun 21. doi: 10.1080/15592294.2018.1469892. [Epub ahead of print]. PMID: 29927689.
Yan G, Chen V, Lu X, Lu S. A signal-based method for finding driver modules of breast cancer metastasis to the lung. Sci Rep. 2017 Aug 30; 7(1):10023. doi: 10.1038/s41598-09951-2. PMID: 28855549. PMC ID: PMC5577160.
Huang T, Kim CK, Alvarez AA, Pangeni RP, Wan X, Song X, Shi T, Yang Y, Sastry N, Horbinski CM, Lu S, Stupp R, Kessler JA, Nishikawa R, Nakano I, Sulman EP, Lu X, James CD, Yin XM, Hu B, Cheng SY. MST4 Phosphorylation of ATG4B Regulates Autophagic Activity, Tumorigenicity, and Radioresistance in Glioblastoma. Cancer Cell. 2017 Dec 11; 32(6):840-855.e8. doi: 10.1016/j.ccell.2017.11.005. PMID: 29232556.
Lu S, Cai C, Yan G, Zhou Z, Wan Y, Chen V, Chen L, Cooper GF, Obeid LM, Hannun YA, Lee AV, Lu X. Signal-Oriented Pathway Analyses Reveal a Signaling Complex as a Synthetic Lethal Target for p53 Mutations. Cancer Res. 206 Dec 1:76(23):6785-6794. doi: 10.1158/0008-5472.CAN-16-1740. Epub 2016 Oct 10. PMID: 27758891. PMCID: PMC5165695.
Lu S, Mandava G, Yan G, and Lu X. An exact algorithm for finding cancer driver somatic genome alterations: the weighted mutually exclusive maximum set cover problem. Algorithms Mol Biol. 2016 May 4;11:11. doi: 10.1186/s13015-016-0073-9. PMID: 27148394. PMCID: PMC4855522.
Huang T, Alvarez AA, Pangeni RP, Horbinski CM, Lu S, Kim SH, James CD, J Raizer J, A Kessler J, Brenann CW, Sulman EP, Finocchiaro G, Tan M, Nishikawa R, Lu X, Nakano I, Hu B, Cheng SY. A regulatory circuit of miR-125b/miR-20b and Wnt signalling controls glioblastoma phenotypes through FZD6-modulated pathways. Nat Commun. 2016 Oct 4;7:12885. doi: 10.1038/ncomms12885. PMID: 27698350. PMCID: PMC5059456.
Lu S, Lu KN, Cheng SY, Hu B, Ma X, Nystrom N, Lu X. Identifying driver genomic alterations in cancers by searching minimum-weight, mutually exclusive sets. PLoS Comput Biol. 2015 Aug 28; 11(8):e1004257. doi: 10.1371/journal.pcbi.1004257. eCollection 2015 Aug. PMID:26317392. PMCID: PMC4552843.
Lu S, Jin B, Cowart LA. Lu X. From data towards knowledge: Revealing the architecture of signaling systems by unifying knowledge mining and data mining of systematic perturbation data. PLoS One. 2013 Apr 23;8(4):e61134. doi: 10.1371/journal.pone.0061134. Print 2013. PMID: 23637789. PMCID: PMC3634064.
Lu S, Lu X. Using graph models to find transcription factor modules: the hitting set problem and an exact algorithm. Algorithms Mol Biol. 2013 Jan 16;8(1):2. doi: 10.1186/1748-7188-8-2. PMID: 23324335. PMCID: PMC3622577.
Montefusco DJ, Chen L, Matmati N, Lu S, Newcomb B, Cooper GF, Hannun YA, Lu X. Distinct signaling roles of ceramide species in yeast revealed through systematic perturbation and systems biology analyses. Sci Signal. 2013 Oct 29;6(299): rs14. doi: 10.1126/scisignal.2004515. PMID: 24170935. PMC3974757.
Chen J, Liu Y, Lu S, Sze S, Zhang F. Iterative Expansion and Color Coding: An Improved Algorithm for 3D-Matching. ACM Transactions on Algorithms. 2012; 8(1):6.
Lu S, Lu X. A graph model and an exact algorithm for finding cooperative transcription factor modules. Proc. 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine. 2012 Jul 31-Aug 3; 355-359.
Lu S, Lu, X. Integrating genome and functional genomics data to reveal perturbed signaling pathways in ovarian cancers. 2012 AMIA Jt Summits Transl Sci Proc. 2012;2012:72-8. Epub 2012 Mar 19. PMID: 22779056. PMCID: PMC3392049.
Feng H, Hu B, Liu KW, Li Y, Lu X, Cheng T, Yiin JJ, Lu S, Keezer S, Fenton T, Furnari FB, Hamilton RL, Vuori K, Sarkaria JN, Nagane M, Nishikawa R, Cavenee WK, Cheng SY. Activation of Rac1 by Src-dependent phosphorylation of Dock180(Y1811) mediates PDGFRα-stimulated glioma tumorigenesis in mice and humans. J Clin Invest. 2011 Dec;121(12):4670-84. doi: 10.1172/JCI58559. Epub 2011 Nov 14. PMID: 22080864. PMCID: PMC3223070.
Chen J, Feng Q, Liu Y, Lu S, Wang J. Improved Deterministic Algorithms for Weighted Matching and Packing Problems. Theoretical Computer Science; 2011: 412(23):2503-2512.
Chen J, Lu S. Improved Parameterized Set Splitting Problem: A Probabilistic Approach. Algorithmica. 2009; 54 (4):472-489.
Chen J, Kneis J, Lu S, Mölle D, Richter S, Rossmanith P, Sze S, Zhang F. Randomized divide-and-conquer: Improved path, matching, and packing algorithm. SIAM Journal on Computing. 2009; 38 (6):2526-2547.
Chen J, Liu Y, Lu S. An improved parameterized algorithm for the minimum node mutiway cut problem. Algorithmica. 2009:55(1):1-13.
Chen J, Fomin F, Liu Y, Lu S, Villanger Y. Improved Algorithms for the Feedback Vertex Set Problems. Journal of Computer and System Science. 2008;74(7):1188-1198.
Chen J, Liu Y, Lu S, O’Sullivan B, Razgon I. A Fixed-Parameter Algorithm for the Directed Feedback Vertex Set Problem. Journal of the ACM. 2008; 55(5):21.
Lu S, Zhang F, Chen J, Sze S. Finding Pathway Structures in Protein Interaction Networks. Algorithmica. 2007:48(4):363-74.
Chen J, Liu Y, Lu S. Directed Feedback Vertex Set Problem is FPT. Structure Theory and FPT Algorithmics for Graphs, Digraphs and Hypergraphs. 2007.
Chen J, Lu S, Sze SH, Zhang F. Improved Algorithms for Path, Matching, and Packing Problems. Proc SODA 2007. 18th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA); 2007 Jan 7-9; 298-307.