June 17, 2015 CURRICULUM VITAE Brian P. Hobbs CONTACT INFORMATION Assistant Professor Department of Biostatistics The University of Texas MD Anderson Cancer Center PO Box 301402, Unit 1411 1400 Pressler Street Houston, TX 77230-1402 phone: (713) 794-4633; fax: (713) 563-4243 e-mail: [email protected] EDUCATION 2004 BA, Anthropology minor, Computer Science, with high distinction University of Iowa 2007 MS, Biostatistics University of Minnesota 2010 PhD, Biostatistics University of Minnesota PROFESSIONAL EXPERIENCE 2011 – Assistant Professor, Department of Biostatistics, The University of Texas MD Anderson Cancer Center 2010 – 2011 Postdoctoral Fellow, Department of Biostatistics, The University of Texas MD Anderson Cancer Center EXTERNAL ADVISORY BOARDS 2013 Grant Proposal Reviewer, National Institute of Diabetes and Digestive and Kidney Diseases, NIH 2015 Grant Proposal Reviewer, National Cancer Institute, NIH INSTITUTIONAL COMMITTEE & REVIEW ACTIVITIES MD Anderson Cancer Center 2013 – Multidisciplinary Research Advisory Committee 2014 – Data and Safety Monitoring Board PEER REVIEWED PUBLICATIONS (*=corresponding author, **=my trainee) 1. Hobbs BP, Carlin BP (2008). Practical Bayesian design and analysis for drug and device clinical trials, J. Biopharmaceutical Statistics, 18: 54–80. 2. Hobbs BP*, Carlin BP, Mandrekar S, Sargent DJ (2011). Hierarchical commensurate and power prior models for adaptive incorporation of historical information in clinical trials, Biometrics, 67: 1047–1056. 3. Hobbs BP*, Sargent DJ, Carlin BP (2012). Commensurate priors for incorporating historical information in clinical trials using general and generalized linear models, Bayesian Analysis, 7: 639–674. 4. Schellingerhout D, LeRoux LG, Hobbs BP, Bredow S (2012). Impairment of retrograde neuronal transport in oxaliplatin-induced neuropathy demonstrated by molecular imaging, PLoS ONE, 7(9):e45776, 9/2012. e-Pub 9/20/2012. PMID: 23029238. 5. Hobbs BP*, Carlin BP, Sargent DJ (2013). Adaptive adjustment of the randomization ratio using historical control data, Clinical Trials, 10: 430-440. 6. Nute JL, Rong J, Stevens DM, Darensbourg BJ, Cheng J, Wei W, Hobbs BP, Cody DD (2013). Evaluation of over 100 scanner-years of computed tomography daily quality control data, Medical Physics, 40(5):051908-1 to 051908-11. Curriculum Vitae – Brian P. Hobbs, Ph.D. 2 7. Ng CS, Hobbs BP, Chandler AG, Anderson EF, Herron DH, Charnsangavej C, Yao J (2013). Metastases to the liver from neuroendocrine tumors: Effect of duration of scan acquisition on CT perfusion values, Radiology, 269(3): 758-767. 8. Rauch GM, Kuerer HM, Scoggins ME, Fox PS, Benveniste AP, Park YM, Lari SA, Hobbs BP, Krishnamurthy S, Yang WT (2013). Clinicopathologic, mammographic, and sonographic features in 1187 patients with pure ductal carcinoma in situ of the breast by estrogen receptor status, Breast Cancer Research and Treatment, 139(3): 639-647. 9. Viele K, Berry S, Neuenschwander B, Amzal B, Chen F, Enas N, Hobbs BP, Ibrahim JG, Kinnersley N, Lindborg S, Micallef S, Roychoudhury S, Thompson L (2014). Use of historical control data for assessing treatment effects in clinical trials, Pharmaceutical Statistics, 13: 41-54. 10. Murray TA, Hobbs BP, Lystig TC, Carlin BP (2014). Semiparametric Bayesian commensurate survival model for postmarket medical device surveillance with non-exchangeable historical data, Biometrics, 70: 185-91. 11. Ng CS, Chandler AG, Yao J, Herron DH, Anderson EF, Charnsangavej C, Hobbs BP (2014). Effect of pre-enhancement set-point on CT perfusion values in normal liver and metastases to the liver from neuroendocrine tumors, Journal of Computer Assisted Tomography, 38(4): 526-34. 12. Castillo S, Castillo R, Balter P, Pan T, Ibbott G, Hobbs B, Yuan Y, Guerrero T (2014). Assessment of a quantitative metric for 4D CT artifact evaluation by observer consensus, Journal of Applied Clinical Medical Physics, 15(3): 190201. 13. Amini B, Madewell J, Chuang H, Haygood T, Hobbs B, Fox P, Bassett R, Costelloe C (2014). Differentiation of benign fluid collections from soft-tissue sarcomas on FDG-PET/CT, Journal of Cancer, 5(5): 328-335. 14. Castillo R, Pham N, Ansari S, Meshkov D, Castillo SJ, Li M, Olanrewaju AM, Hobbs BP, Castillo E, Guerrero T (2014). Pre-Radiotherapy FDG PET predicts radiation pneumonitis in lung cancer, Radiation Oncology, 9 (74). 15. Caudle A, Yang W, Mittendorf E, Black D, Hwang R, Hobbs B, Hunt K, Krishnamurthy S, Kuerer H (2015). Selective surgical localization of axillary lymph nodes containing metastases in patients with breast cancer: a prospective feasibility trial. JAMA Surgery, 150(2):137-43. 16. Castillo R, Pham N, Castillo E, Gonzalez SA, Ansari S, Hobbs B, Palacio D, Skinner H, Guerrero T (2015). PreRadiotherapy FDG PET identifies esophageal cancer patients at high-risk for radiation pneumonitis, Radiology, in press, doi:10.1148/radiol.14140457. 17. Tan CH, Hobbs BP, Wei W, Kundra V (2015). Dynamic contrast enhanced MRI for the detection of prostate cancer: meta-analysis, American Journal of Roentgenology, Apr;204(4):W439-48. 18. Castillo SJ, Castillo R, Castillo E, Balter P, Pan T, Ibbott G, Hobbs B, Guerrero T (2015). Evaluation of 4D CT acquisition methods designed to reduce artifacts, Journal of Applied Clinical Medical Physics, 16(2). 19. Ng CS, Hobbs BP, Wei W, Anderson E, Herron DH, Yao JC, Chandler AG. Effect of sampling frequency on perfusion values in CT perfusion of liver tumors and normal liver, Journal of Computer Assisted Tomography, in press. 20. Ma J**, Hobbs BP, Stingo FC. Statistical methods for establishing personalized treatment rules in oncology, BioMed Research International, Article ID 670691, in press (invited submission). 21. Wang Y**, Hobbs BP*, Hu J, Ng C, Do KA. Predictive classification of correlated targets with application to detection of metastatic cancer using functional CT imaging, Biometrics, in press. Curriculum Vitae – Brian P. Hobbs, Ph.D. 3 22. Hobbs BP*, Ng CS. Inferring stable acquisition durations for applications of perfusion imaging in oncology, Cancer Informatics, in press (invited submission). 23. Murray TA, Hobbs BP, Carlin BP. Combining nonexchangeable functional or survival data sources in oncology using generalized mixture commensurate priors, Annals of Applied Statistics, in press. 24. Murray TA, Hobbs BP, Sargent DJ, Carlin BP. Flexible Bayesian survival modeling with semiparametric timedependent and shape-restricted covariate effects, Bayesian Analysis, in press. 25. Wang Y**, Hobbs BP*, Ng C. CT perfusion characteristics identify metastatic sites in liver, BioMed Research International, in press (invited submission). 26. Ravoori M, Nishimura M, Singh S, Lu C, Han L, Hobbs BP, Pradeep S, Choi HJ, Bankson J, Sood A, Kundra V. Tumor T1 relaxation time for assessing response to bevacizumab anti-angiogenic therapy in a mouse ovarian cancer model, PLoS ONE, in press. 27. Hobbs BP*. On nonparametric hazard estimation, Journal of Biometrics & Biostatistics, in press. 28. Raghav KPS, Mahajan S , Yao JC, Hobbs BP, Berry DA, Pentz RD, Tam A, Hong WK, Ellis LM, Abbruzzese J, Overman MJ. From protocols to publications: a study in selective reporting of outcomes in randomized trials in oncology, Journal of Clinical Oncology, in press. 29. Hobbs BP*, Thall PF, Lin SH. Bayesian group sequential clinical trial design using total toxicity burden and progression-free survival, Journal of the Royal Statistical Society: Series C, in press. BOOK CHAPTERS 1. Hobbs BP, Lee JJ (2012). Adaptive Trial Design, In Handbook of Statistics in Clinical Oncology, 3rd ed., Ed(s) Crowley J, Hoering A, Ankerst DP, Chapman and Hall/CRC Press: Boca Raton, FL. SUBMITTED FOR PUBLICATION 1. Kamali F, Wang W-L, Guadagnolo A, Fox PS, Lewis VO, Lazar AJ, Conley AP, Toliyat M, Ladha HS, Hobbs BP, Amini B. MRI can be used as a prognostic indicator in patients with desmoid fibromatosis. 2. Hobbs BP*, Chen N, Lee JJ. Controlled multi-arm platform design using predictive probability. 3. Yao D, Hazle JD, Mohamed ASR, Frank SJ, Hobbs BP, Colen RR, Gunn GG, Wang J, Garden AS, Lai SY, Rosenthal DI, Fuller CD. Intravoxel incoherent motion imaging kinetics during chemoradiotherapy for human-papilloma virus associated squamous cell carcinomas of the oropharynx: preliminary results from a prospective pilot study. 4. Koopmeiners JS, Hobbs BP. Detecting and accounting for violations of the constancy assumption in non-inferiority clinical trials. 5. Ma J**, Stingo FC, Hobbs BP*. Bayesian predictive modeling for genomic based personalized treatment selection. 6. Rauch GM, Hobbs BP, Kuerer HM, Scoggins ME, Benveniste AP, Park YM, Lari SA, Fox PS, Smith BD, Adrada BE, Krishnamurthy S, Yang WT. Microcalcifications in 1,657 patients with pure ductal carcinoma in situ of the breast: mammographic findings with clinical, histopathologic, biologic correlation and analysis of local recurrence. 7. Rohren EM, Etchebehere EC, Araujo JC, Hobbs BP, Swanston NM, Everding M, Moody T, Macapinlac HA. Determination of skeletal tumor burden on 18F-Fluoride-PET/CT. Curriculum Vitae – Brian P. Hobbs, Ph.D. 4 8. Azadeh S, Hobbs BP, Ma L, Nielsen D, Moeller FG, Baladandayuthapani V. Integrative Bayesian Analysis of Neuroimaging-Genetic Data with Application to Cocaine Dependence. GRANT SUPPORT 1. Co-Investigator, 15%, Spatially Accurate Deformable Image Registration for Thoracic CT Applications, 1 DP2 OD007044, NIH/NIGMS, PI - Thomas Guerrero, 9/30/2010 – 6/30/2015, $7,500,000 ($1,500,000/year). 2. Collaborator, 1.8%, Personalizing Nanoparticle Therapy, 5 R01 CA159042 02, NIH/NCI, PI – Vikas Kundra, 3/1/2011 – 2/29/2016, $1,147,665 ($228,187/year). 3. Co-Investigator (subcontract), 6%, Multimode Laser Optoacoustic Tomography System for Breast Cancer Care, 1 R01 CA167446-01, NIH/NCI, Prime - TomoWaves Laboratory, PI - Alexander Oraevsky, 5/1/2012 – 3/31/2017, $566,415 ($70,738/year). 4. Principal Investigator (subcontract), 20%, Statistical Methods and Software for More Efficient, Ethical, and Affordable Clinical Trials, 1 R01 CA157458 01 A1, NIH/NCI, Prime - Univ. of Minnesota, PI - Bradley Carlin, 6/1/2012 – 5/31/2015, $130,557 ($43,519/year). 5. Statistician, 10%, Cancer Center Support Grant - Biostatistics Shared Resource (PPSR-21), 5 P30 CA016672 36, NIH/NCI, PI - Ronald Depinho, 6/1/2012 – 5/31/2013, $13,006,702 ($611,160/year). 6. Co-Investigator, 5%, A New Radiopharmaceutical for the Treatment of Metastatic Bone Cancer, 2 R44 CA15060102A1, PI – Jim Simon, Iso Therapeutics Group, LLC, 7/1/2013−6/30/2015, $58,520 ($28,018/year). 7. Co-Investigator, 10%, Statistical Methods for Complex Cancer Trials, 5 R01 CA083932, NIH/NCI, PI – Peter Thall, 1/1/2014 – 4/30/2018, $775,000 ($155,000/year). 8. Co-Investigator, 2%, Tumor mutation status will predict metabolic response to metformin in NSCLC, 1 R21 CA182964-01A1, NIH/NCI, PI – Thomas Guerrero; Heath Skinner, 7/1/2014 – 6/30/2016. ABSTRACTS (2012 - 2014 only) 1. MacLellan C, Hobbs BP, Chasen B, Murthy R, Mahvash A, Kappadath SC (2012). Absorbed dose differences in 90Y microsphere therapy between pre-treatment 99m Tc-MAA and post- treatment 90Y scans, Journal of Nuclear Medicine, 53 (Supplement 1):1494. 2. MacLellan C, Hobbs BP, Chasen B, Murthy R, Mahvash A, Kappadath SC (2012). Absorbed dose differences in 90Y microsphere therapy between pre-treatment 99m Tc-MAA and post- treatment 90Y scans, Australian and New Zealand Society of Nuclear Medicine. 3. Rauch GM, Kuerer HM, Scoggins ME, Benveniste AP, Fox PS, Yang WT, Park YM, Lari SA, Hobbs BP, Krishnamurthy S (2012). Biologic subtype and imaging correlates of 1,187 patients with pure ductal carcinoma in situ of the breast, Radiological Society of North America, #SSM02-04. 4. Martaindale S, Hobbs BP, Yang WT, Albarez R, Krishnamurthy S, Le-Petross HC (2012). Assessment of residual disease using mammography (MG), sonography (US), and magnetic resonance imaging (MRI) in patients (pts) with inflammatory breast cancer (IBC) who received neoadjuvant chemotherapy (NAC), Radiological Society of North America, #LL-BRS-SU5A. Curriculum Vitae – Brian P. Hobbs, Ph.D. 5 5. Meshkov D, Castillo R, Castillo E, Li M, Pham N, Pollard J, Fuentes D, Olanrewaju A, Hobbs B, Guerrero T (2013). Preradiotherapy FDG PET predicts radiation pneumonitis in non-small cell lung cancer patients, Society of Nuclear Medicine and Molecular Imaging 6. Meshkov D, Castillo R, Castillo E, Fuentes D, Pham N, Li M, Olanrewaju A, Pollard J, Hobbs B, Guerrero T (2013). Clinical symptoms of radiation pneumonitis correlate with pulmonary metabolic radiation dose-response in lung cancer patients, NCI Joint Workshop: Technology for Innovation in Radiation Oncology 7. Bathala T, Rauch GM, Bass M, Borst D, Hobbs B, Bedi DG (2013). Diagnostic performance of conventional ultrasonography combined with US Strain Elastography for differentiation between benign and malignant subcutaneous soft tissue mass lesions, Radiological Society of North America, #13020161. 8. Rauch GM, Hobbs B, Kuerer HM, Scoggins ME, Lari S, Yang WT, Benveniste AP, Park YM, Adrada B, Fox P, Krishnamurthy S (2013). Microcalcifications in 1,658 patients with pure ductal carcinoma in situ of the breast: imaging findings with clinical, histopathologic and biologic correlation, Radiological Society of North America, #13020375. 9. Caudle AS, Yang W, Krishnamurthy S, Hobbs BP, Mittendorf EA, Black D, Hwang R, Hunt KK, Kuerer HM (2014). Targeted axillary dissection for node positive breast cancer: a feasibility trial for selective resection of axillary lymph node metastases, Society of Surgical Oncologists. 10. Pham N, Castillo R, Fox P, Castillo E, Ansari S, Castillo E, Hobbs B, Guerrero T (2014). Higher doses to smaller volumes explain higher proton therapy radiation pneumonitis rates found, American Society for Radiation Oncology. 11. Castillo S, Castillo R, Castillo R, Pan T, Ibbott G, Balter P, Hobbs B, Dai J, Guerrero T (2014). Improved Cine FourDimensional Computed Tomography (4D CT) Acquisition and Processing Method, American Association of Physicists in Medicine, #TH-E-17A-7. 12. Kamali F, Wang W, Guadagnolo A, Fox PS, Lewis VO, Lazar AJ, Conley AP, Toliyat M, Ladha HS, Hobbs BP, Amini B (2014). MRI can be used to risk stratify patients with extra-abdominal desmoid fibromatosis, Musculoskeletal Tumor Society, 10/11/2014 13. Caudle AS, Yang W, Mittendorf EA, Black DM, Gilcrease M, Bedrosian I, Hobbs BP, Candelaria RP, Babiera GV, Dogan BE, Lim MJ, Santiago L, Hunt KK, Krishnamurthy S, Kuerer HM (2015). Targeted axillary dissection improves axillary evaluation following neoadjuvant chemotherapy in node positive patients, Society of Surgical Oncologists, abstract id: 2093551. COURSE INSTRUCTION The University of Texas Graduate School of Biomedical Sciences & Rice University 2014 Topics in Clinical Trials Guest Lecture University of Minnesota 2007 Introduction to Bayesian Analysis 2008 Biostatistics I 2009 Introduction to Bayesian Analysis Rice University 2012 Topics in Clinical Trials DOCTORAL STUDENT THESIS ADVISORY Rice University Department of Statistics 1. Katherine Shoemaker (in progress) Curriculum Vitae – Brian P. Hobbs, Ph.D. 6 The University of Texas School of Public Health Department of Biostatistics 1. Caimiao Wei, “Bayesian modeling of combined endpoints for sequentially adaptive design and confirmatory trial planning,” May 2015. 2. Shabnam Azadeh, (in progress) co-advised with Dr. Veera Baladandayuthapani 3. Meilin Huang (in progress) DOCTORAL STUDENT ADVISORY COMMITTEE The University of Texas Graduate School of Biomedical Sciences 1. Sarah Castillo, Medical Physics, 2013 – 2014 2. Hannah Lee, Medical Physics, 2013 – POSTDOCTORAL FELLOWS The University of Texas MD Anderson Cancer Center 1. Yuan Wang, 2013 – (joint with Kim-Anh Do) 2. Junsheng Ma, 2013 – (joint with Francesco Stingo) SHORT COURSES 1. One-day short course, “Recent Advances in Bayesian Adaptive Clinical Trial Design”, Joint Statistical Meetings, Montreal, QC, CA. Taught jointly with P. Thall, August 4, 2013. 2. One-day short course, “Recent Advances in Bayesian Adaptive Clinical Trial Design”, International Chinese Statistical Association & Korean International Statistical Society Joint Applied Statistics Symposium, Portland, OR. Taught jointly with P. Thall, June 15, 2014. SESSION CHAIR & ORGANIZATION 2015 Chair of invited session, “Novel Designs and Applications of Adaptive Randomization in Medical Research,” International Chinese Statistical Association Joint Applied Statistics Symposium 2015 Organized contributed session, “Response-Adaptive Randomization: Recent Developments and Controversies,” National Joint Statistical Meetings/American Statistical Association 2015 Chair of invited session, “Bayes and Nonparametric Bayes Methods in Medical Studies,” National Joint Statistical Meetings/American Statistical Association OTHER PRESENTATIONS Invited Department Seminars 2010 Department of Health Studies, University of Chicago 2010 Department of Preventive Medicine, Northwestern University 2010 Federal Drug Administration, Center for Devices and Radiological Health 2010 Department of Biostatistics, The University of Texas MD Anderson Cancer Center 2010 Department of Biostatistics, University of Iowa 2010 Eli Lilly Research Laboratories 2011 Division of Biostatistics and Human Genetics Center, The University of Texas Health Science Center at Houston 2011 Department of Biostatistics, The University of Texas MD Anderson Cancer Center 2011 Division of Biostatistics, University of Minnesota 2012 Department of Imaging Physics, The University of Texas MD Anderson Cancer Center 2012 Department of Statistics, Rice University 2013 Department of Epidemiology, Biostatistics and Occupational Health, McGill University 2013 Division of Biostatistics and Human Genetics Center, The University of Texas Health Science Center at Houston 2013 Center for Clinical and Translational Sciences, The University of Texas Health Science Center at Houston 2015 Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center Conference Presentations 2009 Invited paper, Bayesian Biostatistics Conference, The University of Texas MD Anderson Cancer Center Curriculum Vitae – Brian P. Hobbs, Ph.D. 2010 2011 2011 2011 2011 2011 2012 2012 2013 2013 2013 2013 2014 2015 2015 2015 7 Poster, Bayesian Biostatistics Conference, The University of Texas MD Anderson Cancer Center Contributed paper, Eastern North American Regional International Biometric Society Meeting Poster, Joint International Society for Bayesian Analysis/Institute of Mathematical Statistics Meeting Poster, Bayesian Biostatistics Conference, The University of Texas MD Anderson Cancer Center Contributed paper, National Joint Statistical Meetings/American Statistical Association Invited paper, International Conference on Health Policy Statistics Contributed paper, Eastern North American Regional International Biometric Society Meeting Contributed paper, National Joint Statistical Meetings/American Statistical Association Invited paper, Eastern North American Regional International Biometric Society Meeting Invited paper, The Conference of Texas Statisticians Contributed paper, National Society for Clinical Trials Meeting Contributed paper, National Joint Statistical Meetings/American Statistical Association Invited paper, National Society for Clinical Trials Meeting Invited paper, National Joint Statistical Meetings/American Statistical Association Invited paper, International Chinese Statistical Association Applied Statistics Symposium Invited paper, Workshop on Statistical Imaging/American Statistical Association AWARDS & HONORS 2004 Phi Beta Kappa Academic Honor Society 2007 Jim Boen Award for Outstanding Student Achievement, Division of Biostatistics, University of Minnesota 2008 Outstanding Teaching Assistant Award, Division of Biostatistics, University of Minnesota 2008 Student Travel Award, Bayesian Biostatistics Conference, The University of Texas MD Anderson Cancer Center 2010 Student Travel Award, Bayesian Biostatistics Conference, The University of Texas MD Anderson Cancer Center 2010 Jacob E. Bearman Student Achievement Award, Division of Biostatistics, University of Minnesota 2010 John Van Ryzin Award, Eastern North American Region of International Biometric Society 2011 Poster Award, International Society for Bayesian Analysis/Institute of Mathematical Statistics Meeting OTHER APPOINTMENTS/RESPONSIBILITIES - Statistical Mentor, NIDA Pre-doctoral and Post-doctoral fellowships in Statistical Genetics of Addiction, Houston, TX, 8/2013-present PROFESSIONAL ACTIVITIES Memberships 2006 – Eastern North American Region/International Biometric Society (ENAR/IBS) 2009 – American Statistical Association (ASA) 2011 – Society for Clinical Trials (SCT) 2012 – International Society for Bayesian Analysis (ISBA) 2012 – American Association for Cancer Research (AACR) 2012 – Drug Information Association, Bayesian Scientific Working Group (DIA) Manuscript referee 2007 Journal of Biopharmaceutical Statistics 2010 Biometrics 2012 Clinical Cancer Research 2013 Statistics in Medicine 2013 Clinical Trials 2013 Biometrics 2013 Bayesian Analysis 2014 Biometrics 2014 Statistics in Medicine 2014 Biometrics Curriculum Vitae – Brian P. Hobbs, Ph.D. 2014 2014 2014 2014 2015 2015 Biostatistics Bayesian Analysis Annals of Applied Statistics Annals of Applied Statistics Statistics in Medicine Statistics in Medicine 8
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