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Articles 8461 - 8490 of 23112

Full-Text Articles in Medical Specialties

Risk-Benefit Trade-Offs And Precision Utilities In Phase I-Ii Clinical Trials, Pavlos Msaouel, Juhee Lee, Peter F Thall Jun 2024

Risk-Benefit Trade-Offs And Precision Utilities In Phase I-Ii Clinical Trials, Pavlos Msaouel, Juhee Lee, Peter F Thall

Faculty, Staff and Student Publications

Background: Identifying optimal doses in early-phase clinical trials is critically important. Therapies administered at doses that are either unsafe or biologically ineffective are unlikely to be successful in subsequent clinical trials or to obtain regulatory approval. Identifying appropriate doses for new agents is a complex process that involves balancing the risks and benefits of outcomes such as biological efficacy, toxicity, and patient quality of life.

Purpose: While conventional phase I trials rely solely on toxicity to determine doses, phase I-II trials explicitly account for both efficacy and toxicity, which enables them to identify doses that provide the most favorable risk-benefit …


Longitudinal Changes In The Carotid Arteries Of Head And Neck Cancer Patients Following Radiation Therapy: Results From A Prospective Serial Imaging Biomarker Characterization Study, Efstratios Koutroumpakis, Abdallah Sherif Radwan Mohamed, Peter Chaftari, David I Rosenthal, Dorothy Gujral, Christopher Nutting, Serageldin Kamel, Mohamed A Naser, Peter Kim, Roland Bassett, Clifton D Fuller, Elie Mouhayar, Md Anderson Head Neck Radiation Oncology Cardiovascular Working Group Jun 2024

Longitudinal Changes In The Carotid Arteries Of Head And Neck Cancer Patients Following Radiation Therapy: Results From A Prospective Serial Imaging Biomarker Characterization Study, Efstratios Koutroumpakis, Abdallah Sherif Radwan Mohamed, Peter Chaftari, David I Rosenthal, Dorothy Gujral, Christopher Nutting, Serageldin Kamel, Mohamed A Naser, Peter Kim, Roland Bassett, Clifton D Fuller, Elie Mouhayar, Md Anderson Head Neck Radiation Oncology Cardiovascular Working Group

Faculty, Staff and Student Publications

INTRODUCTION: We prospectively evaluated morphologic and functional changes in the carotid arteries of patients treated with unilateral neck radiation therapy (RT) for head and neck cancer.

METHODS: Bilateral carotid artery duplex studies were performed at 0, 3, 6, 12, 18 months and 2, 3, 4, and 5 years following RT. Intima media thickness (IMT); global and regional circumferential, as well as radial strain, arterial elasticity, stiffness, and distensibility were calculated.

RESULTS: Thirty-eight patients were included. A significant difference in the IMT from baseline between irradiated and unirradiated carotid arteries was detected at 18 months (median, 0.073 mm vs -0.003 mm; …


Prioritization Of Kidney Cell Types Highlights Myofibroblast Cells In Regulating Human Blood Pressure, Mahboube Ganji-Arjenaki, Zoha Kamali, International Consortium Of Blood Pressure; Soroush Sardari, Soroush Sardari, Martin De Borst, Harold Snieder, Ahmad Vaez Jun 2024

Prioritization Of Kidney Cell Types Highlights Myofibroblast Cells In Regulating Human Blood Pressure, Mahboube Ganji-Arjenaki, Zoha Kamali, International Consortium Of Blood Pressure; Soroush Sardari, Soroush Sardari, Martin De Borst, Harold Snieder, Ahmad Vaez

Faculty, Staff and Student Publications

INTRODUCTION: Blood pressure (BP) is a highly heritable trait with over 2000 underlying genomic loci identified to date. Although the kidney plays a key role, little is known about specific cell types involved in the genetic regulation of BP.

METHODS: Here, we applied stratified linkage disequilibrium score (LDSC) regression to connect BP genome-wide association studies (GWAS) results to specific cell types of the mature human kidney. We used the largest single-stage BP genome-wide analysis to date, including up to 1,028,980 adults of European ancestry, and single-cell transcriptomic data from 14 mature human kidneys, with mean age of 41 years.

RESULTS: …


The Combination Of Tumor Mutational Burden And T-Cell Receptor Repertoire Predicts The Response To Immunotherapy In Patients With Advanced Non-Small Cell Lung Cancer, Yalun Li, Liyan Ji, Yingqian Zhang, Jiexin Zhang, Alexandre Reuben, Hao Zeng, Qin Huang, Qi Wei, Sihan Tan, Xuefeng Xia, Weimin Li, Jianjun Zhang, Panwen Tian Jun 2024

The Combination Of Tumor Mutational Burden And T-Cell Receptor Repertoire Predicts The Response To Immunotherapy In Patients With Advanced Non-Small Cell Lung Cancer, Yalun Li, Liyan Ji, Yingqian Zhang, Jiexin Zhang, Alexandre Reuben, Hao Zeng, Qin Huang, Qi Wei, Sihan Tan, Xuefeng Xia, Weimin Li, Jianjun Zhang, Panwen Tian

Faculty, Staff and Student Publications

Tumor mutational burden (TMB) and T-cell receptor (TCR) might predict the response to immunotherapy in patients with non-small cell lung cancer (NSCLC). However, the predictive value of the combination of TMB and TCR was not clear. Targeted DNA and TCR sequencing were performed on tumor biopsy specimens. We combined TMB and TCR diversity into a TMB-and-TCR (TMR) score using logistic regression. In total, 38 patients with advanced NSCLC were divided into a discovery set (


Barriers To The Assessment And Recommendation Of Hpv Vaccination Among Healthcare Providers In Texas, Onyema G Chido-Amajuoyi, Ikponmwosa Osaghae, Henry K Onyeaka, Sanjay Shete Jun 2024

Barriers To The Assessment And Recommendation Of Hpv Vaccination Among Healthcare Providers In Texas, Onyema G Chido-Amajuoyi, Ikponmwosa Osaghae, Henry K Onyeaka, Sanjay Shete

Faculty, Staff and Student Publications

BACKGROUND: Healthcare providers (HCPs) recommendations for HPV vaccination plays a critical role in increasing vaccination uptake. This study assesses the prevalence of reported barriers to HPV vaccination assessment and recommendation among HCPs in Texas.

METHODS: Study data were obtained from a population-based survey of HCPs currently practicing in Texas. Participants were asked about their HPV vaccination assessment and recommendation practices and the reasons for not assessing or recommending the vaccine. Barriers were stratified by HCP characteristics including age, sex, race/ethnicity, location of practice, provider type, and type of facility.

RESULTS: Among the 826 HCPs included in this study, 47.3 % …


A Prismatic View Of The Epigenetic-Metabolic Regulatory Axis In Breast Cancer Therapy Resistance, Chandrima Das, Apoorva Bhattacharya, Swagata Adhikari, Atanu Mondal, Payel Mondal, Santanu Adhikary, Siddhartha Roy, Kenneth Ramos, Kamlesh K Yadav, John A Tainer, Tej K Pandita Jun 2024

A Prismatic View Of The Epigenetic-Metabolic Regulatory Axis In Breast Cancer Therapy Resistance, Chandrima Das, Apoorva Bhattacharya, Swagata Adhikari, Atanu Mondal, Payel Mondal, Santanu Adhikary, Siddhartha Roy, Kenneth Ramos, Kamlesh K Yadav, John A Tainer, Tej K Pandita

Faculty, Staff and Student Publications

Epigenetic regulation established during development to maintain patterns of transcriptional expression and silencing for metabolism and other fundamental cell processes can be reprogrammed in cancer, providing a molecular mechanism for persistent alterations in phenotype. Metabolic deregulation and reprogramming are thus an emerging hallmark of cancer with opportunities for molecular classification as a critical preliminary step for precision therapeutic intervention. Yet, acquisition of therapy resistance against most conventional treatment regimens coupled with tumor relapse, continue to pose unsolved problems for precision healthcare, as exemplified in breast cancer where existing data informs both cancer genotype and phenotype. Furthermore, epigenetic reprograming of the …


International Consensus Guidelines For The Definition, Detection, And Interpretation Of Autophagy-Dependent Ferroptosis, Xin Chen, Andrey S Tsvetkov, Han-Ming Shen, Ciro Isidoro, Nicholas T Ktistakis, Andreas Linkermann, Werner J H Koopman, Hans-Uwe Simon, Lorenzo Galluzzi, Shouqing Luo, Daqian Xu, Wei Gu, Olivier Peulen, Qian Cai, David C Rubinsztein, Jen-Tsan Chi, Donna D Zhang, Changfeng Li, Shinya Toyokuni, Jinbao Liu, Jong-Lyel Roh, Enyong Dai, Gabor Juhasz, Wei Liu, Jianhua Zhang, Minghua Yang, Jiao Liu, Ling-Qiang Zhu, Weiping Zou, Mauro Piacentini, Wen-Xing Ding, Zhenyu Yue, Yangchun Xie, Morten Petersen, David A Gewirtz, Michael A Mandell, Charleen T Chu, Debasish Sinha, Eftekhar Eftekharpour, Boris Zhivotovsky, Sébastien Besteiro, Dmitry I Gabrilovich, Do-Hyung Kim, Valerian E Kagan, Hülya Bayir, Guang-Chao Chen, Scott Ayton, Jan D Lünemann, Masaaki Komatsu, Stefan Krautwald, Ben Loos, Eric H Baehrecke, Jiayi Wang, Jon D Lane, Junichi Sadoshima, Wan Seok Yang, Minghui Gao, Christian Münz, Michael Thumm, Martin Kampmann, Di Yu, Marta M Lipinski, Jace W Jones, Xuejun Jiang, Herbert J Zeh, Rui Kang, Daniel J Klionsky, Guido Kroemer, Daolin Tang Jun 2024

International Consensus Guidelines For The Definition, Detection, And Interpretation Of Autophagy-Dependent Ferroptosis, Xin Chen, Andrey S Tsvetkov, Han-Ming Shen, Ciro Isidoro, Nicholas T Ktistakis, Andreas Linkermann, Werner J H Koopman, Hans-Uwe Simon, Lorenzo Galluzzi, Shouqing Luo, Daqian Xu, Wei Gu, Olivier Peulen, Qian Cai, David C Rubinsztein, Jen-Tsan Chi, Donna D Zhang, Changfeng Li, Shinya Toyokuni, Jinbao Liu, Jong-Lyel Roh, Enyong Dai, Gabor Juhasz, Wei Liu, Jianhua Zhang, Minghua Yang, Jiao Liu, Ling-Qiang Zhu, Weiping Zou, Mauro Piacentini, Wen-Xing Ding, Zhenyu Yue, Yangchun Xie, Morten Petersen, David A Gewirtz, Michael A Mandell, Charleen T Chu, Debasish Sinha, Eftekhar Eftekharpour, Boris Zhivotovsky, Sébastien Besteiro, Dmitry I Gabrilovich, Do-Hyung Kim, Valerian E Kagan, Hülya Bayir, Guang-Chao Chen, Scott Ayton, Jan D Lünemann, Masaaki Komatsu, Stefan Krautwald, Ben Loos, Eric H Baehrecke, Jiayi Wang, Jon D Lane, Junichi Sadoshima, Wan Seok Yang, Minghui Gao, Christian Münz, Michael Thumm, Martin Kampmann, Di Yu, Marta M Lipinski, Jace W Jones, Xuejun Jiang, Herbert J Zeh, Rui Kang, Daniel J Klionsky, Guido Kroemer, Daolin Tang

Faculty, Staff and Student Publications

Macroautophagy/autophagy is a complex degradation process with a dual role in cell death that is influenced by the cell types that are involved and the stressors they are exposed to. Ferroptosis is an iron-dependent oxidative form of cell death characterized by unrestricted lipid peroxidation in the context of heterogeneous and plastic mechanisms. Recent studies have shed light on the involvement of specific types of autophagy (e.g. ferritinophagy, lipophagy, and clockophagy) in initiating or executing ferroptotic cell death through the selective degradation of anti-injury proteins or organelles. Conversely, other forms of selective autophagy (e.g. reticulophagy and lysophagy) enhance the cellular defense …


Mash: Mediation Analysis Of Survival Outcome And High-Dimensional Omics Mediators With Application To Complex Diseases, Sunyi Chi, Christopher R Flowers, Ziyi Li, Xuelin Huang, Peng Wei Jun 2024

Mash: Mediation Analysis Of Survival Outcome And High-Dimensional Omics Mediators With Application To Complex Diseases, Sunyi Chi, Christopher R Flowers, Ziyi Li, Xuelin Huang, Peng Wei

Faculty, Staff and Student Publications

Environmental exposures such as cigarette smoking influence health outcomes through intermediate molecular phenotypes, such as the methylome, transcriptome, and metabolome. Mediation analysis is a useful tool for investigating the role of potentially high-dimensional intermediate phenotypes in the relationship between environmental exposures and health outcomes. However, little work has been done on mediation analysis when the mediators are high-dimensional and the outcome is a survival endpoint, and none of it has provided a robust measure of total mediation effect. To this end, we propose an estimation procedure for Mediation Analysis of Survival outcome and High-dimensional omics mediators (MASH) based on sure …


Stat5b Mutations In Myeloid Neoplasms Differ By Disease Subtypes But Characterize A Subset Of Chronic Myeloid Neoplasms With Eosinophilia And/Or Basophilia, C Cameron Yin, Wayne Tam, Serena M Walker, Amandeep Kaur, Madhu M Ouseph, Wei Xie, Olga K Weinberg, Peng Li, Zhuang Zuo, Mark J Routbort, Simon Chen, L Jeffrey Medeiros, Tracy I George, Attilio Orazi, Daniel A Arber, Adam Bagg, Robert P Hasserjian, Sa A Wang Jun 2024

Stat5b Mutations In Myeloid Neoplasms Differ By Disease Subtypes But Characterize A Subset Of Chronic Myeloid Neoplasms With Eosinophilia And/Or Basophilia, C Cameron Yin, Wayne Tam, Serena M Walker, Amandeep Kaur, Madhu M Ouseph, Wei Xie, Olga K Weinberg, Peng Li, Zhuang Zuo, Mark J Routbort, Simon Chen, L Jeffrey Medeiros, Tracy I George, Attilio Orazi, Daniel A Arber, Adam Bagg, Robert P Hasserjian, Sa A Wang

Faculty, Staff and Student Publications

STAT5B has been reported as a recurrent mutation in myeloid neoplasms with eosinophilia, but its overall frequency and importance across a spectrum of myeloid neoplasms are largely unknown. We conducted a multicenter study on a series of 82 myeloid neoplasms with STAT5B mutations detected by next-generation sequencing. The estimated frequency of STAT5B mutations in myeloid neoplasms was low, <0.5%, but mutations were detected in all categories of such neoplasms, including myelodysplastic syndrome (MDS, 28%), acute myeloid leukemia (AML, 26%), myelodysplastic/myeloproliferative neoplasm (MDS/MPN, 18%), Philadelphia chromosome-negative classic MPN (12%), systemic mastocytosis (1%), and, with a notably high frequency, chronic eosinophilic leukemia, not otherwise specified (CEL-NOS, 15%). STAT5B mutations occurred preferentially in the SH2 domain (95%), involved 12 different codons, with the N642H hotspot being the most common (78%). Co-mutations were present in all cases and clonal hierarchy analysis showed that STAT5B mutations tended to be subclonal in AML, MPN, and MDS, but frequently dominant/co-dominant in CEL-NOS (83%), followed by MDS/MPN (40%). Across the group, eosinophilia and/or basophilia were common (41%), frequently observed in cases in which STAT5B mutations were detected at initial diagnosis (P<0.0001), with a high variant allele frequency (median 42.5%, P=0.0001), as a dominant/ co-dominant clone (P<0.0001), involving the canonical N642H (P=0.0607), and associated with fewer co-mutations (P=0.0009). Our data show that the characteristics and importance of a STAT5B mutation differ among myeloid neoplasms, but if present as a dominant mutation and detected at initial diagnosis, it appears to be a driver mutation in a subgroup of chronic myeloid neoplasms, preferentially promoting a proliferation of eosinophils and basophils.


High Community-Level Social Vulnerability Is Associated With Worse Recurrence-Free Survival (Rfs) After Resection Of Extremity And Truncal Soft Tissue Sarcoma, Raymond S Traweek, Heather G Lyu, Russell G Witt, Rebecca A Snyder, Elise F Nassif, David D Krijgh, Jeffrey M Smith, Gordon S Tilney, Chun Feng, Yi-Ju Chiang, Keila E Torres, Margaret J Roubaud, Christopher P Scally, Kelly K Hunt, Emily Z Keung, Alexander F Mericli, Christina L Roland Jun 2024

High Community-Level Social Vulnerability Is Associated With Worse Recurrence-Free Survival (Rfs) After Resection Of Extremity And Truncal Soft Tissue Sarcoma, Raymond S Traweek, Heather G Lyu, Russell G Witt, Rebecca A Snyder, Elise F Nassif, David D Krijgh, Jeffrey M Smith, Gordon S Tilney, Chun Feng, Yi-Ju Chiang, Keila E Torres, Margaret J Roubaud, Christopher P Scally, Kelly K Hunt, Emily Z Keung, Alexander F Mericli, Christina L Roland

Faculty, Staff and Student Publications

Background: Although social vulnerability has been associated with worse postoperative and oncologic outcomes in other cancer types, these effects have not been characterized in patients with soft tissue sarcoma. This study evaluated the association of social vulnerability and oncologic outcomes.

Methods: The authors conducted a single-institution cohort study of adult patients with primary and locally recurrent extremity or truncal soft tissue sarcoma undergoing resection between January 2016 and December 2021. The social vulnerability index (SVI) was measured on a low (SVI 1-39%, least vulnerable) to high (60-100%, most vulnerable) SVI scale. The association of SVI with overall survival (OS) and …


Genome-Wide Interaction Study Of Dietary Intake Of Fibre, Fruits, And Vegetables With Risk Of Colorectal Cancer, Nikos Papadimitriou, Andre Kim, Eric S Kawaguchi, John Morrison, Virginia Diez-Obrero, Demetrius Albanes, Sonja I Berndt, Stéphane Bézieau, Stephanie A Bien, D Timothy Bishop, Emmanouil Bouras, Hermann Brenner, Daniel D Buchanan, Peter T Campbell, Robert Carreras-Torres, Andrew T Chan, Jenny Chang-Claude, David V Conti, Matthew A Devall, Niki Dimou, David A Drew, Stephen B Gruber, Tabitha A Harrison, Michael Hoffmeister, Jeroen R Huyghe, Amit D Joshi, Temitope O Keku, Anshul Kundaje, Sébastien Küry, Loic Le Marchand, Juan Pablo Lewinger, Li Li, Brigid M Lynch, Victor Moreno, Christina C Newton, Mireia Obón-Santacana, Jennifer Ose, Andrew J Pellatt, Anita R Peoples, Elizabeth A Platz, Conghui Qu, Gad Rennert, Edward Ruiz-Narvaez, Anna Shcherbina, Mariana C Stern, Yu-Ru Su, Duncan C Thomas, Claire E Thomas, Yu Tian, Konstantinos K Tsilidis, Cornelia M Ulrich, Caroline Y Um, Kala Visvanathan, Jun Wang, Emily White, Michael O Woods, Stephanie L Schmit, Finlay Macrae, John D Potter, John L Hopper, Ulrike Peters, Neil Murphy, Li Hsu, Marc J Gunter, W James Gauderman Jun 2024

Genome-Wide Interaction Study Of Dietary Intake Of Fibre, Fruits, And Vegetables With Risk Of Colorectal Cancer, Nikos Papadimitriou, Andre Kim, Eric S Kawaguchi, John Morrison, Virginia Diez-Obrero, Demetrius Albanes, Sonja I Berndt, Stéphane Bézieau, Stephanie A Bien, D Timothy Bishop, Emmanouil Bouras, Hermann Brenner, Daniel D Buchanan, Peter T Campbell, Robert Carreras-Torres, Andrew T Chan, Jenny Chang-Claude, David V Conti, Matthew A Devall, Niki Dimou, David A Drew, Stephen B Gruber, Tabitha A Harrison, Michael Hoffmeister, Jeroen R Huyghe, Amit D Joshi, Temitope O Keku, Anshul Kundaje, Sébastien Küry, Loic Le Marchand, Juan Pablo Lewinger, Li Li, Brigid M Lynch, Victor Moreno, Christina C Newton, Mireia Obón-Santacana, Jennifer Ose, Andrew J Pellatt, Anita R Peoples, Elizabeth A Platz, Conghui Qu, Gad Rennert, Edward Ruiz-Narvaez, Anna Shcherbina, Mariana C Stern, Yu-Ru Su, Duncan C Thomas, Claire E Thomas, Yu Tian, Konstantinos K Tsilidis, Cornelia M Ulrich, Caroline Y Um, Kala Visvanathan, Jun Wang, Emily White, Michael O Woods, Stephanie L Schmit, Finlay Macrae, John D Potter, John L Hopper, Ulrike Peters, Neil Murphy, Li Hsu, Marc J Gunter, W James Gauderman

Faculty, Staff and Student Publications

Background: Consumption of fibre, fruits and vegetables have been linked with lower colorectal cancer (CRC) risk. A genome-wide gene-environment (G × E) analysis was performed to test whether genetic variants modify these associations.

Methods: A pooled sample of 45 studies including up to 69,734 participants (cases: 29,896; controls: 39,838) of European ancestry were included. To identify G × E interactions, we used the traditional 1--degree-of-freedom (DF) G × E test and to improve power a 2-step procedure and a 3DF joint test that investigates the association between a genetic variant and dietary exposure, CRC risk and G × E interaction …


Omicsmic: A Comprehensive Benchmarking Platform For Robust Comparison Of Imputation Methods In Mass Spectrometry-Based Omics Data, Weiqiang Lin, Jiadong Ji, Kuan-Jui Su, Chuan Qiu, Qing Tian, Lan-Juan Zhao, Zhe Luo, Chong Wu, Hui Shen, Hongwen Deng Jun 2024

Omicsmic: A Comprehensive Benchmarking Platform For Robust Comparison Of Imputation Methods In Mass Spectrometry-Based Omics Data, Weiqiang Lin, Jiadong Ji, Kuan-Jui Su, Chuan Qiu, Qing Tian, Lan-Juan Zhao, Zhe Luo, Chong Wu, Hui Shen, Hongwen Deng

Faculty, Staff and Student Publications

Mass spectrometry is a powerful and widely used tool for generating proteomics, lipidomics and metabolomics profiles, which is pivotal for elucidating biological processes and identifying biomarkers. However, missing values in mass spectrometry-based omics data may pose a critical challenge for the comprehensive identification of biomarkers and elucidation of the biological processes underlying human complex disorders. To alleviate this issue, various imputation methods for mass spectrometry-based omics data have been developed. However, a comprehensive comparison of these imputation methods is still lacking, and researchers are frequently confronted with a multitude of options without a clear rationale for method selection. To address …


Incidence And Mitigation Of Corneal Pseudomicrocysts Induced By Antibody-Drug Conjugates (Adcs), Ethan S Lindgren, Rongshan Yan, Onur Cil, Alan S Verkman, Matilda F Chan, Gerami D Seitzman, Asim V Farooq, Laura A Huppert, Hope S Rugo, Paula R Pohlmann, Janice Lu, Laura J Esserman, Neel D Pasricha Jun 2024

Incidence And Mitigation Of Corneal Pseudomicrocysts Induced By Antibody-Drug Conjugates (Adcs), Ethan S Lindgren, Rongshan Yan, Onur Cil, Alan S Verkman, Matilda F Chan, Gerami D Seitzman, Asim V Farooq, Laura A Huppert, Hope S Rugo, Paula R Pohlmann, Janice Lu, Laura J Esserman, Neel D Pasricha

Faculty, Staff and Student Publications

Purpose of review: This study is to highlight the incidence of corneal pseudomicrocysts in FDA-approved antibody-drug conjugates (ADCs), and success of preventive therapies for pseudomicrocysts and related ocular surface adverse events (AEs).

Recent findings: ADCs are an emerging class of selective cancer therapies that consist of a potent cytotoxin connected to a monoclonal antibody (mAb) that targets antigens expressed on malignant cells. Currently, there are 11 FDA-approved ADCs with over 164 in clinical trials. Various AEs have been attributed to ADCs, including ocular surface AEs (keratitis/keratopathy, dry eye, conjunctivitis, blurred vision, corneal pseudomicrocysts). While the severity and prevalence of ADC-induced …


Adding 6 Months Of Androgen Deprivation Therapy To Postoperative Radiotherapy For Prostate Cancer: A Comparison Of Short-Course Versus No Androgen Deprivation Therapy In The Radicals-Hd Randomised Controlled Trial, Chris C Parker, Noel W Clarke, Adrian D Cook, Howard Kynaston, Charles N Catton, William R Cross, Peter M Petersen, Rajendra A Persad, Fred Saad, Lorna C Bower, John Logue, Heather Payne, Silvia Forcat, Cindy Goldstein, Claire Murphy, Juliette Anderson, Maroie Barkati, David M Bottomley, Jennifer Branagan, Ananya Choudhury, Peter W M Chung, Lyn Cogley, Chee L Goh, Peter Hoskin, Vincent Khoo, Shawn C Malone, Lindsey Masters, Stephen L Morris, Abdenour Nabid, Aldrich D Ong, Rakesh Raman, Kathryn L Tarver, Alison C Tree, Jane Worlding, James P Wylie, Anjali M Zarkar, Wendy R Parulekar, Mahesh K B Parmar, Matthew R Sydes, Radicals Investigators Jun 2024

Adding 6 Months Of Androgen Deprivation Therapy To Postoperative Radiotherapy For Prostate Cancer: A Comparison Of Short-Course Versus No Androgen Deprivation Therapy In The Radicals-Hd Randomised Controlled Trial, Chris C Parker, Noel W Clarke, Adrian D Cook, Howard Kynaston, Charles N Catton, William R Cross, Peter M Petersen, Rajendra A Persad, Fred Saad, Lorna C Bower, John Logue, Heather Payne, Silvia Forcat, Cindy Goldstein, Claire Murphy, Juliette Anderson, Maroie Barkati, David M Bottomley, Jennifer Branagan, Ananya Choudhury, Peter W M Chung, Lyn Cogley, Chee L Goh, Peter Hoskin, Vincent Khoo, Shawn C Malone, Lindsey Masters, Stephen L Morris, Abdenour Nabid, Aldrich D Ong, Rakesh Raman, Kathryn L Tarver, Alison C Tree, Jane Worlding, James P Wylie, Anjali M Zarkar, Wendy R Parulekar, Mahesh K B Parmar, Matthew R Sydes, Radicals Investigators

Faculty, Staff and Student Publications

BACKGROUND: Previous evidence indicates that adjuvant, short-course androgen deprivation therapy (ADT) improves metastasis-free survival when given with primary radiotherapy for intermediate-risk and high-risk localised prostate cancer. However, the value of ADT with postoperative radiotherapy after radical prostatectomy is unclear.

METHODS: RADICALS-HD was an international randomised controlled trial to test the efficacy of ADT used in combination with postoperative radiotherapy for prostate cancer. Key eligibility criteria were indication for radiotherapy after radical prostatectomy for prostate cancer, prostate-specific antigen less than 5 ng/mL, absence of metastatic disease, and written consent. Participants were randomly assigned (1:1) to radiotherapy alone (no ADT) or radiotherapy …


Dietary Fiber And Gut Bacteria Shape Infection Susceptibility, Aqsa Mohammed, Robert R Jenq Jun 2024

Dietary Fiber And Gut Bacteria Shape Infection Susceptibility, Aqsa Mohammed, Robert R Jenq

Faculty, Staff and Student Publications

Gut microbiota composition has been reported to affect pathogen susceptibility but its specific effects, the underlying mechanisms and the potential influence of the diet remain unexplored. In their recent study, Desai and colleagues (Wolter et al, 2024), explore the complex interaction between diet, the gut microbiota and pathogen susceptibility, highlighting a diet-dependent role of the mucin-degrading microbe Akkermansia muciniphila.


Stmnd1 Is A Phylogenetically Ancient Stathmin Which Localizes To Motile Cilia And Exhibits Nuclear Translocation That Is Inhibited When Soluble Tubulin Concentration Increases, Xiang Deng, Bryan O Seguinot, Gary Bradshaw, Jong Suk Lee, Shannon Coy, Marian Kalocsay, Sandro Santagata, Timothy Mitchison Jun 2024

Stmnd1 Is A Phylogenetically Ancient Stathmin Which Localizes To Motile Cilia And Exhibits Nuclear Translocation That Is Inhibited When Soluble Tubulin Concentration Increases, Xiang Deng, Bryan O Seguinot, Gary Bradshaw, Jong Suk Lee, Shannon Coy, Marian Kalocsay, Sandro Santagata, Timothy Mitchison

Faculty, Staff and Student Publications

Stathmins are small, unstructured proteins that bind tubulin dimers and are implicated in several human diseases, but whose function remains unknown. We characterized a new stathmin, STMND1 (Stathmin Domain Containing 1) as the human representative of an ancient subfamily. STMND1 features a N-terminal myristoylated and palmitoylated motif which directs it to membranes and a tubulin-binding stathmin-like domain (SLD) that contains an internal nuclear localization signal. Biochemistry and proximity labeling showed that STMND1 binds tubulin, and live imaging showed that tubulin binding inhibits translocation from cellular membranes to the nucleus. STMND1 is highly expressed in multiciliated epithelial cells, where it localizes …


Escalated-Dose Radiotherapy For Unresected Locally Advanced Pancreatic Cancer: Patterns Of Care And Survival In The United States, Christopher Shi, Brian De, Hop S Tran Cao, Suyu Liu, Marcus A Florez, Ramez Kouzy, Adam J Grippin, Matthew H G Katz, Ching-Wei D Tzeng, Naruhiko Ikoma, Michael P Kim, Sunyoung Lee, Jason Willis, Sonal S Noticewala, Bruce D Minsky, Grace L Smith, Emma B Holliday, Cullen M Taniguchi, Albert C Koong, Prajnan Das, Ethan B Ludmir, Eugene J Koay Jun 2024

Escalated-Dose Radiotherapy For Unresected Locally Advanced Pancreatic Cancer: Patterns Of Care And Survival In The United States, Christopher Shi, Brian De, Hop S Tran Cao, Suyu Liu, Marcus A Florez, Ramez Kouzy, Adam J Grippin, Matthew H G Katz, Ching-Wei D Tzeng, Naruhiko Ikoma, Michael P Kim, Sunyoung Lee, Jason Willis, Sonal S Noticewala, Bruce D Minsky, Grace L Smith, Emma B Holliday, Cullen M Taniguchi, Albert C Koong, Prajnan Das, Ethan B Ludmir, Eugene J Koay

Faculty, Staff and Student Publications

INTRODUCTION: With locally advanced pancreatic cancer (LAPC), uncontrolled local tumor growth frequently leads to mortality. Advancements in radiotherapy (RT) techniques have enabled conformal delivery of escalated-dose RT (EDR), which may have potential local control and overall survival (OS) benefits based on retrospective and early prospective studies. With evidence for EDR emerging, we characterized the adoption of EDR across the United States and its associated outcomes.

METHODS: We searched the National Cancer Database for nonsurgically managed LAPC patients diagnosed between 2004 and 2019. Pancreas-directed RT with biologically effective doses (BED10) ≥39 and ≤70 Gy was labeled conventional-dose RT (CDR), and BED10 …


Mesenchymal-Specific Alms1 Knockout In Mice Recapitulates Metabolic Features Of Alström Syndrome, Eleanor J Mckay, Ineke Luijten, Xiong Weng, Pablo B Martinez De Morentin, Elvira De Frutos González, Zhanguo Gao, Mikhail G Kolonin, Lora K Heisler, Robert K Semple Jun 2024

Mesenchymal-Specific Alms1 Knockout In Mice Recapitulates Metabolic Features Of Alström Syndrome, Eleanor J Mckay, Ineke Luijten, Xiong Weng, Pablo B Martinez De Morentin, Elvira De Frutos González, Zhanguo Gao, Mikhail G Kolonin, Lora K Heisler, Robert K Semple

Faculty, Staff and Student Publications

OBJECTIVE: Alström Syndrome (AS), caused by biallelic ALMS1 mutations, includes obesity with disproportionately severe insulin resistant diabetes, dyslipidemia, and fatty liver. Prior studies suggest that hyperphagia is accounted for by loss of ALMS1 function in hypothalamic neurones, whereas disproportionate metabolic complications may be due to impaired adipose tissue expandability. We tested this by comparing the metabolic effects of global and mesenchymal stem cell (MSC)-specific Alms1 knockout.

METHODS: Global Alms1 knockout (KO) mice were generated by crossing floxed Alms1 and CAG-Cre mice. A Pdgfrα-Cre driver was used to abrogate Alms1 function selectively in MSCs and their descendants, including preadipocytes. We combined …


Associations Between Radiation Oncologist Demographic Factors And Segmentation Similarity Benchmarks: Insights From A Crowd-Sourced Challenge Using Bayesian Estimation, Kareem A Wahid, Onur Sahin, Suprateek Kundu, Diana Lin, Anthony Alanis, Salik Tehami, Serageldin Kamel, Simon Duke, Michael V Sherer, Mathis Rasmussen, Stine Korreman, David Fuentes, Michael Cislo, Benjamin E Nelms, John P Christodouleas, James D Murphy, Abdallah S R Mohamed, Renjie He, Mohammed A Naser, Erin F Gillespie, Clifton D Fuller Jun 2024

Associations Between Radiation Oncologist Demographic Factors And Segmentation Similarity Benchmarks: Insights From A Crowd-Sourced Challenge Using Bayesian Estimation, Kareem A Wahid, Onur Sahin, Suprateek Kundu, Diana Lin, Anthony Alanis, Salik Tehami, Serageldin Kamel, Simon Duke, Michael V Sherer, Mathis Rasmussen, Stine Korreman, David Fuentes, Michael Cislo, Benjamin E Nelms, John P Christodouleas, James D Murphy, Abdallah S R Mohamed, Renjie He, Mohammed A Naser, Erin F Gillespie, Clifton D Fuller

Faculty, Staff and Student Publications

PURPOSE: The quality of radiotherapy auto-segmentation training data, primarily derived from clinician observers, is of utmost importance. However, the factors influencing the quality of clinician-derived segmentations are poorly understood; our study aims to quantify these factors.

METHODS: Organ at risk (OAR) and tumor-related segmentations provided by radiation oncologists from the Contouring Collaborative for Consensus in Radiation Oncology data set were used. Segmentations were derived from five disease sites: breast, sarcoma, head and neck (H&N), gynecologic (GYN), and GI. Segmentation quality was determined on a structure-by-structure basis by comparing the observer segmentations with an expert-derived consensus, which served as a reference …


Current Methods For Hyperpolarized [1-Current Methods For Hyperpolarized [1-13c]Pyruvate Mri Human Studies, Peder E Z Larson, Jenna M L Bernard, James A Bankson, Nikolaj Bøgh, Robert A Bok, Albert P Chen, Charles H Cunningham, Jeremy W Gordon, Jan-Bernd Hövener, Christoffer Laustsen, Dirk Mayer, Mary A Mclean, Franz Schilling, James B Slater, Jean-Luc Vanderheyden, Cornelius Von Morze, Daniel B Vigneron, Duan Xu Jun 2024

Current Methods For Hyperpolarized [1-Current Methods For Hyperpolarized [1-13c]Pyruvate Mri Human Studies, Peder E Z Larson, Jenna M L Bernard, James A Bankson, Nikolaj Bøgh, Robert A Bok, Albert P Chen, Charles H Cunningham, Jeremy W Gordon, Jan-Bernd Hövener, Christoffer Laustsen, Dirk Mayer, Mary A Mclean, Franz Schilling, James B Slater, Jean-Luc Vanderheyden, Cornelius Von Morze, Daniel B Vigneron, Duan Xu

Faculty, Staff and Student Publications

MRI with hyperpolarized (HP) 13C agents, also known as HP 13C MRI, can measure processes such as localized metabolism that is altered in numerous cancers, liver, heart, kidney diseases, and more. It has been translated into human studies during the past 10 years, with recent rapid growth in studies largely based on increasing availability of hyperpolarized agent preparation methods suitable for use in humans. This paper aims to capture the current successful practices for HP MRI human studies with [1-13C]pyruvate - by far the most commonly used agent, which sits at a key metabolic junction in glycolysis. The paper is …


Excess Risk Of Chronic Health Conditions In Hispanic Survivors Of Adolescent And Young Adult Cancers, Amy M Berkman, Eunju Choi, John M Salsman, Susan K Peterson, Christabel K Cheung, Clark R Andersen, Qian Lu, J A Livingston, Michelle A T Hildebrandt, Susan K Parsons, Michael E Roth Jun 2024

Excess Risk Of Chronic Health Conditions In Hispanic Survivors Of Adolescent And Young Adult Cancers, Amy M Berkman, Eunju Choi, John M Salsman, Susan K Peterson, Christabel K Cheung, Clark R Andersen, Qian Lu, J A Livingston, Michelle A T Hildebrandt, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Purpose: There is a growing population of survivors of adolescent and young adult (AYA) cancers (age 15-39 years at diagnosis). Studies in AYA cancer survivors have identified racial and ethnic disparities in long-term outcomes. To understand the extent to which a cancer diagnosis exacerbates pre-existent health disparities within a minoritized population, comparisons should be made to those of the same race or ethnicity without a cancer history.

Methods: Self-reported data from the National Health Interview Survey (2009-2018) were used to identify Hispanic AYA cancer survivors and Hispanic age- and sex-matched controls. SES factors (marital status, income, education, insurance) and prevalence …


Endothelial Knockdown Of The Tumor Suppressor, Wwox, Increases Inflammation In Ventilator-Induced Lung Injury, Zhenguo Zeng, Eltyeb Abdelwahid, Weiguo Chen, Christian Ascoli, Trinh Pham, Jeffrey R Jacobson, Steven M Dudek, Viswanathan Natarajan, C Marcelo Aldaz, Roberto F Machado, Sunit Singla Jun 2024

Endothelial Knockdown Of The Tumor Suppressor, Wwox, Increases Inflammation In Ventilator-Induced Lung Injury, Zhenguo Zeng, Eltyeb Abdelwahid, Weiguo Chen, Christian Ascoli, Trinh Pham, Jeffrey R Jacobson, Steven M Dudek, Viswanathan Natarajan, C Marcelo Aldaz, Roberto F Machado, Sunit Singla

Faculty, Staff and Student Publications

Chronic cigarette smoke exposure decreases lung expression of WWOX which is known to protect the endothelial barrier during infectious models of acute respiratory distress syndrome (ARDS). Proteomic analysis of WWOX-silenced endothelial cells (ECs) was done using tandem mass tag mass spectrometry (TMT-MS). WWOX-silenced ECs as well as those isolated from endothelial cell Wwox knockout (EC Wwox KO) mice were subjected to cyclic stretch (18% elongation, 0.5 Hz, 4 h). Cellular lysates and media supernatant were harvested for assays of cellular signaling, protein expression, and cytokine release. These were repeated with dual silencing of WWOX and zyxin. Control and …


Venetoclax And Cobimetinib In Relapsed/Refractory Aml: A Phase 1b Trial, Marina Y Konopleva, Monique Dail, Naval G Daver, Jacqueline S Garcia, Brian A Jonas, Karen W L Yee, Kevin R Kelly, Norbert Vey, Sarit Assouline, Gail J Roboz, Stefania Paolini, Daniel A Pollyea, Agostino Tafuri, Joseph M Brandwein, Arnaud Pigneux, Bayard L Powell, Pierre Fenaux, Rebecca L Olin, Giuseppe Visani, Giovanni Martinelli, Maika Onishi, Jue Wang, Weize Huang, Diana R Dunshee, Habib Hamidi, Marion G Ott, Wan-Jen Hong, Michael Andreeff Jun 2024

Venetoclax And Cobimetinib In Relapsed/Refractory Aml: A Phase 1b Trial, Marina Y Konopleva, Monique Dail, Naval G Daver, Jacqueline S Garcia, Brian A Jonas, Karen W L Yee, Kevin R Kelly, Norbert Vey, Sarit Assouline, Gail J Roboz, Stefania Paolini, Daniel A Pollyea, Agostino Tafuri, Joseph M Brandwein, Arnaud Pigneux, Bayard L Powell, Pierre Fenaux, Rebecca L Olin, Giuseppe Visani, Giovanni Martinelli, Maika Onishi, Jue Wang, Weize Huang, Diana R Dunshee, Habib Hamidi, Marion G Ott, Wan-Jen Hong, Michael Andreeff

Faculty, Staff and Student Publications

Background: Therapies for relapsed/refractory acute myeloid leukemia remain limited and outcomes poor, especially amongst patients who are ineligible for cytotoxic chemotherapy or targeted therapies.

Patients and methods: This phase 1b trial evaluated venetoclax, a B-cell lymphoma-2 (BCL-2) inhibitor, plus cobimetinib, a MEK1/2 inhibitor, in patients with relapsed/refractory acute myeloid leukemia, ineligible for cytotoxic chemotherapy. Two-dimensional dose-escalation was performed for venetoclax dosed daily, and for cobimetinib dosed on days 1-21 of each 28-day cycle.

Results: Thirty patients (median [range] age: 71.5 years [60-84]) received venetoclax-cobimetinib. The most common adverse events (AEs; in ≥40.0% of patients) were diarrhea (80.0%), nausea (60.0%), vomiting …


Unveiling Myeloid Transformation: T-Lgll With Eosinophilia Masking Myeloid-Associated Stat5b Mutation Culminating In Aml, Qianze Dong, Yang Wang, Yan Xiu, Xiaogang Wu, Stacey O'Neill, Howard Meyerson, Tobias Suske, Richard Moriggl, Shimin Hu, Wei Wang, Chen Zhao Jun 2024

Unveiling Myeloid Transformation: T-Lgll With Eosinophilia Masking Myeloid-Associated Stat5b Mutation Culminating In Aml, Qianze Dong, Yang Wang, Yan Xiu, Xiaogang Wu, Stacey O'Neill, Howard Meyerson, Tobias Suske, Richard Moriggl, Shimin Hu, Wei Wang, Chen Zhao

Faculty, Staff and Student Publications

No abstract provided.


Response To: Comment On "Effects Of A Pragmatic Home-Based Exercise Program Concurrent With Neoadjuvant Therapy On Physical Function Of Patients With Pancreatic Cancer: The Pancfit Randomized Clinical Trial", An T Ngo-Huang, Nathan H Parker, Keri L Schadler, Matthew H G Katz Jun 2024

Response To: Comment On "Effects Of A Pragmatic Home-Based Exercise Program Concurrent With Neoadjuvant Therapy On Physical Function Of Patients With Pancreatic Cancer: The Pancfit Randomized Clinical Trial", An T Ngo-Huang, Nathan H Parker, Keri L Schadler, Matthew H G Katz

Faculty, Staff and Student Publications

No abstract provided.


The Association Of Nursing Homes' Organizational Context With Care Aide Empowerment: A Cross-Sectional Study, Alba Iaconi, Matthias Hoben, Whitney Berta Phd, Yinfei Duan, Peter G Norton, Yuting Song, Stephanie A Chamberlain, Anna Beeber, Ruth A Anderson, Holly J Lanham, Janelle Perez, Jing Wang, Katharina Choroschun, Shovana Shrestha, Greta Cummings, Carole A Estabrooks Jun 2024

The Association Of Nursing Homes' Organizational Context With Care Aide Empowerment: A Cross-Sectional Study, Alba Iaconi, Matthias Hoben, Whitney Berta Phd, Yinfei Duan, Peter G Norton, Yuting Song, Stephanie A Chamberlain, Anna Beeber, Ruth A Anderson, Holly J Lanham, Janelle Perez, Jing Wang, Katharina Choroschun, Shovana Shrestha, Greta Cummings, Carole A Estabrooks

Faculty, Staff and Student Publications

Background and objectives: Organizational context is thought to influence whether care aides feel empowered, but we lack empirical evidence in the nursing home sector. Our objective was to examine the association of features of nursing homes' unit organizational context with care aides' psychological empowerment.

Research design and methods: This cross-sectional study analyzed survey data from 3765 care aides in 91 Western Canadian nursing homes. Random-intercept mixed-effects regressions were used to examine the associations between nursing home unit organizational context and care aides' psychological empowerment, controlling for care aide, care unit, and nursing home covariates.

Results: Organizational (IVs) culture, social capital, …


Us Filipino Adults Have Elevated Prevalence Of Hypertension Across The Adult Lifespan: Findings From A Cross-Sectional Electronic Health Record Study, Nancy P Gordon, Irvin C Lien, Jamal S Rana, Joan C Lo Jun 2024

Us Filipino Adults Have Elevated Prevalence Of Hypertension Across The Adult Lifespan: Findings From A Cross-Sectional Electronic Health Record Study, Nancy P Gordon, Irvin C Lien, Jamal S Rana, Joan C Lo

Faculty, Staff and Student Publications

INTRODUCTION: The prevalence of hypertension increases with age and differs by race and ethnicity. Among U.S. Asian adults, prevalence is higher for Filipino adults than for other major Asian subgroups, but whether this disparity exists across the adult lifespan is unknown. This study examined hypertension prevalence by age decade, comparing Filipino adults with South Asian, Chinese, Black, Hispanic, and White adults.

METHODS: This cross-sectional study used 2015-2016 electronic health record data from a Northern California integrated healthcare delivery system for 1,839,603 adults aged 30-79 years, including 128,124 Filipino adults. Hypertension was defined by diagnosis codes. Sex-specific prevalence was calculated by …


Understanding The Treatment Paradigm And The Sequencing Of Antiglaucoma Fixed-Dose Combinations In A Tertiary Center In South India, Ronnie George, Praggya Mishra, Balekudaru Shantha, Lingam Vijaya, Nitin Maksane, Neha Gurha Jun 2024

Understanding The Treatment Paradigm And The Sequencing Of Antiglaucoma Fixed-Dose Combinations In A Tertiary Center In South India, Ronnie George, Praggya Mishra, Balekudaru Shantha, Lingam Vijaya, Nitin Maksane, Neha Gurha

Faculty, Staff and Student Publications

PURPOSE: To analyze the medical management of primary open-angle glaucoma (POAG) and ocular hypertension (OHT) and the placement of fixed-drug combination drugs (FDC) in the treatment paradigm at a tertiary eye care center in South India.

METHODS: Retrospective study (January 2011-December 2015) of newly diagnosed POAG and OHT patients (≥18 years) with ≥5 years follow-up. Primary outcome included percentage use of different antiglaucoma drugs (at initiation) and FDCs at the first, second, and third progression (sequencing). Secondary outcomes: Percentage discontinuation for different FDCs, efficacy parameters (decrease in intraocular pressure (IOP)/visual field), adverse events, and the median number of antiglaucoma medications …


Clinical Features And Genomic Epidemiology Of Bloodstream Infections Due To Enterococcal Species Other Than Enterococcus Faecalis Or E Faecium In Patients With Cancer, Dierdre B Axell-House, Patrycja A Ashley, Stephanie L Egge, Truc T Tran, Claudia Pedroza, Meng Zhang, An Q Dinh, Shelby R Simar, Pranoti V Sahasrabhojane, William R Miller, Samuel A Shelburne, Blake M Hanson, Cesar A Arias Jun 2024

Clinical Features And Genomic Epidemiology Of Bloodstream Infections Due To Enterococcal Species Other Than Enterococcus Faecalis Or E Faecium In Patients With Cancer, Dierdre B Axell-House, Patrycja A Ashley, Stephanie L Egge, Truc T Tran, Claudia Pedroza, Meng Zhang, An Q Dinh, Shelby R Simar, Pranoti V Sahasrabhojane, William R Miller, Samuel A Shelburne, Blake M Hanson, Cesar A Arias

Faculty, Staff and Student Publications

BACKGROUND: Non–Enterococcus faecium, non–E. faecalis (NFF) enterococci are a heterogeneous group of clinically pathogenic enterococci that include species with intrinsic low-level vancomycin resistance. Patients with cancer are at increased risk for bacteremia with NFF enterococci, but their clinical and molecular epidemiology have not been extensively described.

METHODS: We conducted a retrospective review of all patients (n = 70) with NFF bacteremia from 2016 to 2022 at a major cancer center. The main outcomes assessed were 30-day mortality, microbiological failure (positive blood cultures for ≥4 days), and recurrence of bacteremia (positive blood cultureclearance). Whole-genome sequencing was performed on all …


Adaptive Bayesian Information Borrowing Methods For Finding And Optimizing Subgroup-Specific Doses, Jingyi Zhang, Ruitao Lin, Xin Chen, Fangrong Yan Jun 2024

Adaptive Bayesian Information Borrowing Methods For Finding And Optimizing Subgroup-Specific Doses, Jingyi Zhang, Ruitao Lin, Xin Chen, Fangrong Yan

Faculty, Staff and Student Publications

In precision oncology, integrating multiple cancer patient subgroups into a single master protocol allows for the simultaneous assessment of treatment effects in these subgroups and promotes the sharing of information between them, ultimately reducing sample sizes and costs and enhancing scientific validity. However, the safety and efficacy of these therapies may vary across different subgroups, resulting in heterogeneous outcomes. Therefore, identifying subgroup-specific optimal doses in early-phase clinical trials is crucial for the development of future trials. In this article, we review various innovative Bayesian information-borrowing strategies that aim to determine and optimize subgroup-specific doses. Specifically, we discuss Bayesian hierarchical modeling, …