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Full-Text Articles in Biomedical Informatics

Imipridones Inhibit Tumor Growth And Improve Survival In An Orthotopic Liver Metastasis Mouse Model Of Human Uveal Melanoma, Chandrani Chattopadhyay, Janos Roszik, Rajat Bhattacharya, Md Alauddin, Iqbal Mahmud, Sirisha Yadugiri, Mir Mustafa Ali, Fatima S Khan, Varun Vijay Prabhu, Philip L Lorenzi, Bo Wei, Elizabeth Burton, Rohini R Morey, Rossana Lazcano, Michael A Davies, Sapna P Patel, Elizabeth A Grimm Dec 2024

Imipridones Inhibit Tumor Growth And Improve Survival In An Orthotopic Liver Metastasis Mouse Model Of Human Uveal Melanoma, Chandrani Chattopadhyay, Janos Roszik, Rajat Bhattacharya, Md Alauddin, Iqbal Mahmud, Sirisha Yadugiri, Mir Mustafa Ali, Fatima S Khan, Varun Vijay Prabhu, Philip L Lorenzi, Bo Wei, Elizabeth Burton, Rohini R Morey, Rossana Lazcano, Michael A Davies, Sapna P Patel, Elizabeth A Grimm

Faculty, Staff and Student Publications

Background: Uveal melanoma (UM) is a highly aggressive disease with very few treatment options. We previously demonstrated that mUM is characterized by high oxidative phosphorylation (OXPHOS). Here we tested the anti-tumor, signaling and metabolic effects of imipridones, which are CLPP activators, which inhibit OXPHOS indirectly and have demonstrated safety in patients.

Methods: We assessed CLPP expression in UM patient samples. We tested the effects of imipridones (ONC201 and ONC212) on the growth, survival, signaling and metabolism of UM cell lines in vitro, and for therapeutic efficacy in vivo in UM liver metastasis models.

Results: CLPP expression was detected in primary …


Tumor Expression Of Cd83 Reduces Glioma Progression And Is Associated With Reduced Immunosuppression, Malcolm F Mcdonald, Rachel Naomi Curry, Isabella O'Reilly, Brittney Lozzi, Alexis Cervantes, Zhung-Fu Lee, Anna Rosenbaum, Peihao He, Carrie Mohila, Arif O Harmanci, Akdes Serin Harmanci, Benjamin Deneen, Ganesh Rao Dec 2024

Tumor Expression Of Cd83 Reduces Glioma Progression And Is Associated With Reduced Immunosuppression, Malcolm F Mcdonald, Rachel Naomi Curry, Isabella O'Reilly, Brittney Lozzi, Alexis Cervantes, Zhung-Fu Lee, Anna Rosenbaum, Peihao He, Carrie Mohila, Arif O Harmanci, Akdes Serin Harmanci, Benjamin Deneen, Ganesh Rao

Faculty, Staff and Student Publications

Immunosuppression in malignant glioma remains a barrier to therapeutic development. CD83 overexpression in human and mouse glioma increases survival. CD83+ tumor cells promote signatures related to cytotoxic T cells, enhanced activation of CD8+ T cells, and increased proinflammatory cytokines. These findings suggest that tumor-expressed CD83 could mediate tumor-immune communications.


The Pharmacogenomic And Immune Landscape Of Snornas In Human Cancers, Runhao Wang, Chengxuan Chen, Yuan Liu, Mei Luo, Jingwen Yang, Yamei Chen, Lifei Ma, Liuqing Yang, Chunru Lin, Lixia Diao, Leng Han Nov 2024

The Pharmacogenomic And Immune Landscape Of Snornas In Human Cancers, Runhao Wang, Chengxuan Chen, Yuan Liu, Mei Luo, Jingwen Yang, Yamei Chen, Lifei Ma, Liuqing Yang, Chunru Lin, Lixia Diao, Leng Han

Faculty, Staff and Student Publications

Small nucleolar RNAs (snoRNAs) are a class of non-coding RNAs primarily known for their role in the chemical modification of other RNAs. Recent studies suggested that snoRNAs may play a broader role in anti-cancer treatments such as targeted therapies and immunotherapies. Despite these insights, the comprehensive landscape of snoRNA associations with drug response and immunotherapy outcomes remains unexplored. In this study, we identified 79,448 and 75,185 associations between snoRNAs and drug response using data from VAEN and CancerRxTissue, respectively. Additionally, we discovered 29,199 associations between snoRNAs and immune checkpoint genes and 47,194 associations between snoRNAs and immune cell infiltrations. Sixteen …


Comparing Neoantigen Cancer Vaccines And Immune Checkpoint Therapy Unveils An Effective Vaccine And Anti-Trem2 Macrophage-Targeting Dual Therapy, Sunita Keshari, Alexander S Shavkunov, Qi Miao, Akata Saha, Tomoyuki Minowa, Martina Molgora, Charmelle D Williams, Mehdi Chaib, Anna M Highsmith, Josué E Pineda, Sayan Alekseev, Elise Alspach, Kenneth H Hu, Marco Colonna, Kristen E Pauken, Ken Chen, Matthew M Gubin Nov 2024

Comparing Neoantigen Cancer Vaccines And Immune Checkpoint Therapy Unveils An Effective Vaccine And Anti-Trem2 Macrophage-Targeting Dual Therapy, Sunita Keshari, Alexander S Shavkunov, Qi Miao, Akata Saha, Tomoyuki Minowa, Martina Molgora, Charmelle D Williams, Mehdi Chaib, Anna M Highsmith, Josué E Pineda, Sayan Alekseev, Elise Alspach, Kenneth H Hu, Marco Colonna, Kristen E Pauken, Ken Chen, Matthew M Gubin

Faculty, Staff and Student Publications

The goal of therapeutic cancer vaccines and immune checkpoint therapy (ICT) is to promote T cells with anti-tumor capabilities. Here, we compared mutant neoantigen (neoAg) peptide-based vaccines with ICT in preclinical models. NeoAg vaccines induce the most robust expansion of proliferating and stem-like PD-1+TCF-1+ neoAg-specific CD8 T cells in tumors. Anti-CTLA-4 and/or anti-PD-1 ICT promotes intratumoral TCF-1- neoAg-specific CD8 T cells, although their phenotype depends in part on the specific ICT used. Anti-CTLA-4 also prompts substantial changes to CD4 T cells, including induction of ICOS+Bhlhe40+ T helper 1 (Th1)-like cells. Although neoAg vaccines or ICTs expand iNOS+ macrophages, neoAg vaccines …


A Proteogenomic Analysis Of Cervical Cancer Reveals Therapeutic And Biological Insights, Jing Yu, Xiuqi Gui, Yunhao Zou, Qian Liu, Zhicheng Yang, Jusheng An, Xuan Guo, Kaihua Wang, Jiaming Guo, Manni Huang, Shuhan Zhou, Jing Zuo, Yimin Chen, Lu Deng, Guangwen Yuan, Ning Li, Yan Song, Jia Jia, Jia Zeng, Yuxi Zhao, Xianming Liu, Xiaoxian Du, Yansheng Liu, Pei Wang, Bing Zhang, Li Ding, Ana I Robles, Henry Rodriguez, Hu Zhou, Zhen Shao, Lingying Wu, Daming Gao Nov 2024

A Proteogenomic Analysis Of Cervical Cancer Reveals Therapeutic And Biological Insights, Jing Yu, Xiuqi Gui, Yunhao Zou, Qian Liu, Zhicheng Yang, Jusheng An, Xuan Guo, Kaihua Wang, Jiaming Guo, Manni Huang, Shuhan Zhou, Jing Zuo, Yimin Chen, Lu Deng, Guangwen Yuan, Ning Li, Yan Song, Jia Jia, Jia Zeng, Yuxi Zhao, Xianming Liu, Xiaoxian Du, Yansheng Liu, Pei Wang, Bing Zhang, Li Ding, Ana I Robles, Henry Rodriguez, Hu Zhou, Zhen Shao, Lingying Wu, Daming Gao

Faculty, Staff and Students Publications

Although the incidence of cervical cancer (CC) has been reduced in high-income countries due to human papillomavirus (HPV) vaccination and screening strategies, it remains a significant public health issue that poses a threat to women's health in low-income countries. Here, we perform a comprehensive proteogenomic profiling of CC tumors obtained from 139 Chinese women. Integrated proteogenomic analysis links genetic aberrations to downstream pathogenesis-related pathways and reveals the landscape of HPV-associated multi-omic changes. EP300 is found to enhance the acetylation of FOSL2-K222, consequently accelerating the malignant proliferation of CC cells. Proteomic stratification identifies three patient subgroups with distinct features in prognosis, …


Epigenome Reprogramming Through H3k27 And H3k4 Trimethylation As A Resistance Mechanism To Dna Methylation Inhibition In Brafv600e-Mutated Colorectal Cancer, Hey Min Lee, Ajay Kumar Saw, Van K Morris, Stefania Napolitano, Christopher Bristow, Sanjana Srinivasan, Micheal Peoples, Alexey Sorokin, Preeti Kanikarla Marie, Jonathan Schulz, Anand K Singh, Christopher Terranova, Oluwadara Coker, Abhinav Jain, Scott Kopetz, Kunal Rai Nov 2024

Epigenome Reprogramming Through H3k27 And H3k4 Trimethylation As A Resistance Mechanism To Dna Methylation Inhibition In Brafv600e-Mutated Colorectal Cancer, Hey Min Lee, Ajay Kumar Saw, Van K Morris, Stefania Napolitano, Christopher Bristow, Sanjana Srinivasan, Micheal Peoples, Alexey Sorokin, Preeti Kanikarla Marie, Jonathan Schulz, Anand K Singh, Christopher Terranova, Oluwadara Coker, Abhinav Jain, Scott Kopetz, Kunal Rai

Faculty, Staff and Student Publications

Purpose: BRAFV600E-mutated colorectal cancer exhibits a strong correlation with DNA hypermethylation, suggesting that this subgroup of tumors presents unique epigenomic phenotypes. Nonetheless, 5-azacitidine, which inhibits DNA methyltransferase activity, is not efficacious in BRAFV600E colorectal cancer in vivo.

Experimental design: We randomized and treated mice implanted with patient-derived tumor xenografts harboring BRAFV600E mutation with control, 5-azacitidine, vemurafenib (BRAF inhibitor), or the combination. Comprehensive epigenomic profiling was conducted on control and 5-azacitidine-treated tumor samples, including DNA methylation, histone modifications, chromatin accessibility, and gene expression. Combinations of epigenetic agents were explored in preclinical BRAFV600E colorectal cancer models.

Results: A profound reduction of DNA …


Low-Molecular Weight Cyclin E Confers A Vulnerability To Pkmyt1 Inhibition In Triple-Negative Breast Cancer, Mi Li, Amriti R Lulla, Yan Wang, Spyros Tsavaschidis, Fuchenchu Wang, Cansu Karakas, Tuyen D T Nguyen, Tuyen N Bui, Marc A Pina, Mei-Kuang Chen, Sofia Mastoraki, Asha S Multani, Natalie W Fowlkes, Aysegul Sahin, C Gary Marshall, Kelly K Hunt, Khandan Keyomarsi Nov 2024

Low-Molecular Weight Cyclin E Confers A Vulnerability To Pkmyt1 Inhibition In Triple-Negative Breast Cancer, Mi Li, Amriti R Lulla, Yan Wang, Spyros Tsavaschidis, Fuchenchu Wang, Cansu Karakas, Tuyen D T Nguyen, Tuyen N Bui, Marc A Pina, Mei-Kuang Chen, Sofia Mastoraki, Asha S Multani, Natalie W Fowlkes, Aysegul Sahin, C Gary Marshall, Kelly K Hunt, Khandan Keyomarsi

Faculty, Staff and Student Publications

Cyclin E is a regulatory subunit of CDK2 that mediates S phase entry and progression. The cleavage of full-length cyclin E (FL-cycE) to low-molecular weight isoforms (LMW-E) dramatically alters substrate specificity, promoting G1-S cell cycle transition and accelerating mitotic exit. Approximately 70% of triple-negative breast cancers (TNBC) express LMW-E, which correlates with poor prognosis. PKMYT1 also plays an important role in mitosis by inhibiting CDK1 to block premature mitotic entry, suggesting it could be a therapeutic target in TNBC expressing LMW-E. In this study, analysis of tumor samples of patients with TNBC revealed that coexpression of LMW-E and PKMYT1-catalyzed CDK1 …


Dna Methylation Classifier To Diagnose Pancreatic Ductal Adenocarcinoma Metastases From Different Anatomical Sites, Teodor G Calina, Eilís Perez, Elena Grafenhorst, Jamal Benhamida, Simon Schallenberg, Adrian Popescu, Ines Koch, Tobias Janik, Baoqing Chen, Jana Ihlow, Stephanie Roessler, Benjamin Goeppert, Bruno Sinn, Marcus Bahra, George A Calin, Eliane T Taube, Uwe Pelzer, Christopher C M Neumann, David Horst, Erik Knutsen, David Capper, Mihnea P Dragomir Nov 2024

Dna Methylation Classifier To Diagnose Pancreatic Ductal Adenocarcinoma Metastases From Different Anatomical Sites, Teodor G Calina, Eilís Perez, Elena Grafenhorst, Jamal Benhamida, Simon Schallenberg, Adrian Popescu, Ines Koch, Tobias Janik, Baoqing Chen, Jana Ihlow, Stephanie Roessler, Benjamin Goeppert, Bruno Sinn, Marcus Bahra, George A Calin, Eliane T Taube, Uwe Pelzer, Christopher C M Neumann, David Horst, Erik Knutsen, David Capper, Mihnea P Dragomir

Faculty, Staff and Student Publications

Background: We have recently constructed a DNA methylation classifier that can discriminate between pancreatic ductal adenocarcinoma (PAAD) liver metastasis and intrahepatic cholangiocarcinoma (iCCA) with high accuracy (PAAD-iCCA-Classifier). PAAD is one of the leading causes of cancer of unknown primary and diagnosis is based on exclusion of other malignancies. Therefore, our focus was to investigate whether the PAAD-iCCA-Classifier can be used to diagnose PAAD metastases from other sites.

Methods: For this scope, the anomaly detection filter of the initial classifier was expanded by 8 additional mimicker carcinomas, amounting to a total of 10 carcinomas in the negative class. We validated the …


Impa1-Derived Inositol Maintains Stemness In Castration-Resistant Prostate Cancer Via Impdh2 Activation, Che-Chia Hsu, Guihua Wang, Chien-Feng Li, Xian Zhang, Zhen Cai, Tingjin Chen, Bo-Syong Pan, Rajesh Kumar Manne, Gagan Deep, Haiwei Gu, Yuzhuo Wang, Danni Peng, Vasudevarao Penugurti, Xiaobo Zhou, Zhigang Xu, Zhongzhu Chen, Ming Chen, Andrew J Armstrong, Jiaoti Huang, Hong-Yu Li, Hui-Kuan Lin Nov 2024

Impa1-Derived Inositol Maintains Stemness In Castration-Resistant Prostate Cancer Via Impdh2 Activation, Che-Chia Hsu, Guihua Wang, Chien-Feng Li, Xian Zhang, Zhen Cai, Tingjin Chen, Bo-Syong Pan, Rajesh Kumar Manne, Gagan Deep, Haiwei Gu, Yuzhuo Wang, Danni Peng, Vasudevarao Penugurti, Xiaobo Zhou, Zhigang Xu, Zhongzhu Chen, Ming Chen, Andrew J Armstrong, Jiaoti Huang, Hong-Yu Li, Hui-Kuan Lin

Faculty, Staff and Student Publications

Acquisition of prostate cancer stem cells (PCSCs) manifested during androgen ablation therapy (ABT) contributes to castration-resistant prostate cancer (CRPC). However, little is known about the specific metabolites critically orchestrating this process. Here, we show that IMPA1-derived inositol enriched in PCSCs is a key metabolite crucially maintaining PCSCs for CRPC progression and ABT resistance. Notably, conditional Impa1 knockout in the prostate abrogates the pool and properties of PCSCs to orchestrate CRPC progression and prolong the survival of TRAMP mice. IMPA1-derived inositol serves as a cofactor that directly binds to and activates IMPDH2, which synthesizes guanylate nucleotides for maintaining PCSCs with ARlow/- …


Characterization Of Driver Mutations Identifies Gene Signatures Predictive Of Prognosis And Treatment Sensitivity In Multiple Myeloma, Jian-Rong Li, Abinand Krishna Parthasarathy, Aravind Singaram Kannappan, Shahram Arsang-Jang, Jing Dong, Chao Cheng Nov 2024

Characterization Of Driver Mutations Identifies Gene Signatures Predictive Of Prognosis And Treatment Sensitivity In Multiple Myeloma, Jian-Rong Li, Abinand Krishna Parthasarathy, Aravind Singaram Kannappan, Shahram Arsang-Jang, Jing Dong, Chao Cheng

Faculty, Staff and Students Publications

In multiple myeloma (MM), while frequent mutations in driver genes are crucial for disease progression, they traditionally offer limited insights into patient prognosis. This study aims to enhance prognostic understanding in MM by analyzing pathway dysregulations in key cancer driver genes, thereby identifying actionable gene signatures. We conducted a detailed quantification of mutations and pathway dysregulations in 10 frequently mutated cancer driver genes in MM to characterize their comprehensive mutational impacts on the whole transcriptome. This was followed by a systematic survival analysis to identify significant gene signatures with enhanced prognostic value. Our systematic analysis highlighted 2 significant signatures, TP53 …


Microrna-1307-3p Contributes To Breast Cancer Progression Through Prm2, José Roberto Estupiñan-Jiménez, Valeria Villarreal-García, Vianey Gonzalez-Villasana, Pablo E Vivas-Mejia, Jose Manuel Vazquez-Guillen, Patricio Adrián Zapata-Morin, Marienid Flores-Colón, Claudia Altamirano-Torres, Ezequiel Viveros-Valdez, Cristina Ivan, Mohammed H Rashed, Recep Bayraktar, Cristina Rodríguez-Padilla, Gabriel Lopez-Berestein, Diana Resendez-Perez Nov 2024

Microrna-1307-3p Contributes To Breast Cancer Progression Through Prm2, José Roberto Estupiñan-Jiménez, Valeria Villarreal-García, Vianey Gonzalez-Villasana, Pablo E Vivas-Mejia, Jose Manuel Vazquez-Guillen, Patricio Adrián Zapata-Morin, Marienid Flores-Colón, Claudia Altamirano-Torres, Ezequiel Viveros-Valdez, Cristina Ivan, Mohammed H Rashed, Recep Bayraktar, Cristina Rodríguez-Padilla, Gabriel Lopez-Berestein, Diana Resendez-Perez

Faculty, Staff and Student Publications

Background: Despite advances in screening and therapy, breast cancer (BC) remains the predominant cancer in women globally. Dysregulation of microRNAs (miRNAs) is pivotal in carcinogenesis across various cancers, including BC. Evidence indicates that miR-1307-3p is upregulated in BC tumors, yet its target genes are not fully elucidated. This study aimed to explore how miR-1307-3p regulates BC proliferation, migration, invasion, and angiogenesis and to identify potential target genes.

Methods: Basal miR-1307-3p levels were quantified in BC cell lines MDA-MB-231 and MCF-7, as well as MCF-10A using quantitative real-time reverse transcription-PCR (RT-qPCR). The impact of miR-1307-3p inhibition on BC cell proliferation, migration, …


A Rigorous Multi-Laboratory Study Of Known Pdac Biomarkers Identifies Increased Sensitivity And Specificity Over Ca19-9 Alone, Brian Haab, Lu Qian, Ben Staal, Maneesh Jain, Johannes Fahrmann, Christine Worthington, Denise Prosser, Liudmila Velokokhatnaya, Camden Lopez, Runlong Tang, Mark W Hurd, Gopalakrishnan Natarajan, Sushil Kumar, Lynette Smith, Sam Hanash, Surinder K Batra, Anirban Maitra, Anna Lokshin, Ying Huang, Randall E Brand Nov 2024

A Rigorous Multi-Laboratory Study Of Known Pdac Biomarkers Identifies Increased Sensitivity And Specificity Over Ca19-9 Alone, Brian Haab, Lu Qian, Ben Staal, Maneesh Jain, Johannes Fahrmann, Christine Worthington, Denise Prosser, Liudmila Velokokhatnaya, Camden Lopez, Runlong Tang, Mark W Hurd, Gopalakrishnan Natarajan, Sushil Kumar, Lynette Smith, Sam Hanash, Surinder K Batra, Anirban Maitra, Anna Lokshin, Ying Huang, Randall E Brand

Faculty, Staff and Student Publications

A blood test that enables surveillance for early-stage pancreatic ductal adenocarcinoma (PDAC) is an urgent need. Independent laboratories have reported PDAC biomarkers that could improve biomarker performance over CA19-9 alone, but the performance of the previously reported biomarkers in combination is not known. Therefore, we conducted a coordinated case/control study across multiple laboratories using common sets of blinded training and validation samples (132 and 295 plasma samples, respectively) from PDAC patients and non-PDAC control subjects representing conditions under which surveillance occurs. We analyzed the training set to identify candidate biomarker combination panels using biomarkers across laboratories, and we applied the …


Intra-Tumoral And Peripheral Blood Tigit And Pd-1 As Immune Biomarkers In Nodular Lymphocyte Predominant Hodgkin Lymphoma, Jay Gunawardana, Soi C Law, Muhammed B Sabdia, Éanna Fennell, Aoife Hennessy, Ciara I Leahy, Paul G Murray, Karolina Bednarska, Sandra Brosda, Judith Trotman, Leanne Berkahn, Andreea Zaharia, Simone Birch, Melinda Burgess, Dipti Talaulikar, Justina N Lee, Emily Jude, Eliza A Hawkes, Sanjiv Jain, Karthik Nath, Cameron Snell, Fiona Swain, Joshua W D Tobin, Colm Keane, Mohamed Shanavas, Emily Blyth, Christian Steidl, Kerry Savage, Pedro Farinha, Merrill Boyle, Barbara Meissner, Michael R Green, Francisco Vega, Maher K Gandhi Nov 2024

Intra-Tumoral And Peripheral Blood Tigit And Pd-1 As Immune Biomarkers In Nodular Lymphocyte Predominant Hodgkin Lymphoma, Jay Gunawardana, Soi C Law, Muhammed B Sabdia, Éanna Fennell, Aoife Hennessy, Ciara I Leahy, Paul G Murray, Karolina Bednarska, Sandra Brosda, Judith Trotman, Leanne Berkahn, Andreea Zaharia, Simone Birch, Melinda Burgess, Dipti Talaulikar, Justina N Lee, Emily Jude, Eliza A Hawkes, Sanjiv Jain, Karthik Nath, Cameron Snell, Fiona Swain, Joshua W D Tobin, Colm Keane, Mohamed Shanavas, Emily Blyth, Christian Steidl, Kerry Savage, Pedro Farinha, Merrill Boyle, Barbara Meissner, Michael R Green, Francisco Vega, Maher K Gandhi

Faculty, Staff and Student Publications

In classical Hodgkin lymphoma (cHL), responsiveness to immune-checkpoint blockade (ICB) is associated with specific tumor microenvironment (TME) and peripheral blood features. The role of ICB in nodular lymphocyte predominant Hodgkin lymphoma (NLPHL) is not established. To gain insights into its potential in NLPHL, we compared TME and peripheral blood signatures between HLs using an integrative multiomic analysis. A discovery/validation approach in 121 NLPHL and 114 cHL patients highlighted >2-fold enrichment in programmed cell death-1 (PD-1) and T-cell Ig and ITIM domain (TIGIT) gene expression for NLPHL versus cHL. Multiplex imaging showed marked increase in intra-tumoral protein expression of PD-1+ (and/or …


Hu8f4-Car T Cells With Mutated Fc Spacer Segment Improve Target Specificity And Mediate Anti-Leukemia Activity In Vivo, Hong He, Rolando A Vedia, Sijie Lu, Qiaochuan Li, Kathryn R Cox, Lisa St John, Anna Sergeeva, Karen Clise-Dwyer, Gheath Alatrash, Elizabeth J Shpall, Qing Ma, Jeffrey J Molldrem Nov 2024

Hu8f4-Car T Cells With Mutated Fc Spacer Segment Improve Target Specificity And Mediate Anti-Leukemia Activity In Vivo, Hong He, Rolando A Vedia, Sijie Lu, Qiaochuan Li, Kathryn R Cox, Lisa St John, Anna Sergeeva, Karen Clise-Dwyer, Gheath Alatrash, Elizabeth J Shpall, Qing Ma, Jeffrey J Molldrem

Faculty, Staff and Student Publications

Background aims: Hu8F4 is a T-cell receptor-like antibody with high affinity for the leukemia-associated antigen PR1/HLA-A2 epitope. Adapted into a chimeric antigen receptor (CAR) format, Hu8F4-CAR is composed of the Hu8F4 single-chain variable fragment, the human IgG1 CH2CH3 extracellular spacer domain, a human CD28 costimulatory domain and the human CD3ζ signaling domain. We have demonstrated high efficacy of Hu8F4-CAR-T cells against PR1/HLA-A2-expressing cell lines and leukemic blasts from patients with acute myeloid leukemia in vitro. Previous studies have shown that modification of the Fc domains of IgG4 CH2CH3 spacer regions can eliminate activation-induced cell death and off-target killing mediated by …


Mechanisms Of Response And Tolerance To Active Ras Inhibition In Kras-Mutant Non-Small Cell Lung Cancer, Haniel A Araujo, Ximo Pechuan-Jorge, Teng Zhou, Minh Truong Do, Xin Hu, Frank R Rojas Alvarez, Maria E Salvatierra, Heladio P Ibarguen, Richard Lee, Rashi Raghulan, Harshit Shah, Mariela A Moreno Ayala, Kevin Chen, Nataliya Tovbis Shifrin, Shuhong Wu, Luisa M Solis Soto, Marcelo V Negrao, Don L Gibbons, David S Hong, Jack A Roth, John V Heymach, Jianjun Zhang, Jingjing Jiang, Mallika Singh, Jacqueline A M Smith, Elsa Quintana, Ferdinandos Skoulidis Nov 2024

Mechanisms Of Response And Tolerance To Active Ras Inhibition In Kras-Mutant Non-Small Cell Lung Cancer, Haniel A Araujo, Ximo Pechuan-Jorge, Teng Zhou, Minh Truong Do, Xin Hu, Frank R Rojas Alvarez, Maria E Salvatierra, Heladio P Ibarguen, Richard Lee, Rashi Raghulan, Harshit Shah, Mariela A Moreno Ayala, Kevin Chen, Nataliya Tovbis Shifrin, Shuhong Wu, Luisa M Solis Soto, Marcelo V Negrao, Don L Gibbons, David S Hong, Jack A Roth, John V Heymach, Jianjun Zhang, Jingjing Jiang, Mallika Singh, Jacqueline A M Smith, Elsa Quintana, Ferdinandos Skoulidis

Faculty, Staff and Student Publications

Resistance to inactive state-selective RASG12C inhibitors frequently entails accumulation of RASGTP, rendering effective inhibition of active RAS potentially desirable. Here, we evaluated the antitumor activity of the RAS(ON) multiselective tricomplex inhibitor RMC-7977 and dissected mechanisms of response and tolerance in KRASG12C-mutant non-small cell lung cancer (NSCLC). Broad-spectrum reversible RASGTP inhibition with or without concurrent covalent targeting of active RASG12C yielded superior and differentiated antitumor activity across diverse comutational KRASG12C-mutant NSCLC mouse models of primary or acquired RASG12C(ON) or RASG12C(OFF) inhibitor resistance. Interrogation of time-resolved single-cell transcriptional responses established an in vivo atlas of multimodal acute and chronic RAS pathway inhibition …


Fractionated Photoimmunotherapy Stimulates An Anti-Tumour Immune Response: An Integrated Mathematical And In Vitro Study, Mohammad U Zahid, Matthew Waguespack, Rebecca C Harman, Eric M Kercher, Shubhankar Nath, Tayyaba Hasan, Imran Rizvi, Bryan Q Spring, Heiko Enderling Nov 2024

Fractionated Photoimmunotherapy Stimulates An Anti-Tumour Immune Response: An Integrated Mathematical And In Vitro Study, Mohammad U Zahid, Matthew Waguespack, Rebecca C Harman, Eric M Kercher, Shubhankar Nath, Tayyaba Hasan, Imran Rizvi, Bryan Q Spring, Heiko Enderling

Faculty, Staff and Student Publications

Background: Advanced epithelial ovarian cancer (EOC) has high recurrence rates due to disseminated initial disease presentation. Cytotoxic phototherapies, such as photodynamic therapy (PDT) and photoimmunotherapy (PIT, cell-targeted PDT), have the potential to treat disseminated malignancies due to safe intraperitoneal delivery.

Methods: We use in vitro measurements of EOC tumour cell and T cell responses to chemotherapy, PDT, and epidermal growth factor receptor targeted PIT as inputs to a mathematical model of non-linear tumour and immune effector cell interaction. The model outputs were used to calculate how photoimmunotherapy could be utilised for tumour control.

Results: In vitro measurements of PIT dose …


Molecular Profiling Of Braf-V600e-Mutant Metastatic Colorectal Cancer In The Phase 3 Beacon Crc Trial, Scott Kopetz, Danielle A Murphy, Jie Pu, Fortunato Ciardiello, Jayesh Desai, Eric Van Cutsem, Harpreet Singh Wasan, Takayuki Yoshino, Hedieh Saffari, Xiaosong Zhang, Phineas Hamilton, Tao Xie, Rona Yaeger, Josep Tabernero Nov 2024

Molecular Profiling Of Braf-V600e-Mutant Metastatic Colorectal Cancer In The Phase 3 Beacon Crc Trial, Scott Kopetz, Danielle A Murphy, Jie Pu, Fortunato Ciardiello, Jayesh Desai, Eric Van Cutsem, Harpreet Singh Wasan, Takayuki Yoshino, Hedieh Saffari, Xiaosong Zhang, Phineas Hamilton, Tao Xie, Rona Yaeger, Josep Tabernero

Faculty, Staff and Student Publications

The BEACON CRC study demonstrated that encorafenib (Enco)+cetuximab (Cetux)±binimetinib (Bini) significantly improved overall survival (OS) versus Cetux + chemotherapy in previously treated patients with BRAF-V600E-mutant mCRC, providing the basis for the approval of the Enco+Cetux regimen in the United States and the European Union. A greater understanding of biomarkers predictive of response to Enco+Cetux±Bini treatment is of clinical relevance. In this prespecified, exploratory biomarker analysis of the BEACON CRC study, we characterize genomic and transcriptomic correlates of clinical outcomes and acquired resistance mechanisms through integrated clinical and molecular analysis, including whole-exome and -transcriptome tissue sequencing and circulating tumor DNA genomic …


Mechanisms Of Resistance To Oncogenic Kras Inhibition In Pancreatic Cancer, Julien Dilly, Megan T Hoffman, Laleh Abbassi, Ziyue Li, Francesca Paradiso, Brendan D Parent, Connor J Hennessey, Alexander C Jordan, Micaela Morgado, Shatavisha Dasgupta, Giselle A Uribe, Annan Yang, Kevin S Kapner, Felix P Hambitzer, Li Qiang, Hanrong Feng, Jacob Geisberg, Junning Wang, Kyle E Evans, Hengyu Lyu, Aislyn Schalck, Ningping Feng, Anastasia M Lopez, Christopher A Bristow, Michael P Kim, Kimal I Rajapakshe, Vahid Bahrambeigi, Jennifer A Roth, Kavita Garg, Paola A Guerrero, Ben Z Stanger, Simona Cristea, Scott W Lowe, Timour Baslan, Eliezer M Van Allen, Joseph D Mancias, Emily Chan, Abraham Anderson, Yuliya V Katlinskaya, Alex K Shalek, David S Hong, Shubham Pant, Jill Hallin, Kenna Anderes, Peter Olson, Timothy P Heffernan, Seema Chugh, James G Christensen, Anirban Maitra, Brian M Wolpin, Srivatsan Raghavan, Jonathan A Nowak, Peter S Winter, Stephanie K Dougan, Andrew J Aguirre Nov 2024

Mechanisms Of Resistance To Oncogenic Kras Inhibition In Pancreatic Cancer, Julien Dilly, Megan T Hoffman, Laleh Abbassi, Ziyue Li, Francesca Paradiso, Brendan D Parent, Connor J Hennessey, Alexander C Jordan, Micaela Morgado, Shatavisha Dasgupta, Giselle A Uribe, Annan Yang, Kevin S Kapner, Felix P Hambitzer, Li Qiang, Hanrong Feng, Jacob Geisberg, Junning Wang, Kyle E Evans, Hengyu Lyu, Aislyn Schalck, Ningping Feng, Anastasia M Lopez, Christopher A Bristow, Michael P Kim, Kimal I Rajapakshe, Vahid Bahrambeigi, Jennifer A Roth, Kavita Garg, Paola A Guerrero, Ben Z Stanger, Simona Cristea, Scott W Lowe, Timour Baslan, Eliezer M Van Allen, Joseph D Mancias, Emily Chan, Abraham Anderson, Yuliya V Katlinskaya, Alex K Shalek, David S Hong, Shubham Pant, Jill Hallin, Kenna Anderes, Peter Olson, Timothy P Heffernan, Seema Chugh, James G Christensen, Anirban Maitra, Brian M Wolpin, Srivatsan Raghavan, Jonathan A Nowak, Peter S Winter, Stephanie K Dougan, Andrew J Aguirre

Faculty, Staff and Student Publications

KRAS inhibitors demonstrate clinical efficacy in pancreatic ductal adenocarcinoma (PDAC); however, resistance is common. Among patients with KRASG12C-mutant PDAC treated with adagrasib or sotorasib, mutations in PIK3CA and KRAS, and amplifications of KRASG12C, MYC, MET, EGFR, and CDK6 emerged at acquired resistance. In PDAC cell lines and organoid models treated with the KRASG12D inhibitor MRTX1133, epithelial-to-mesenchymal transition and PI3K-AKT-mTOR signaling associate with resistance to therapy. MRTX1133 treatment of the KrasLSL-G12D/+; Trp53LSL-R172H/+; p48-Cre (KPC) mouse model yielded deep tumor regressions, but drug resistance ultimately emerged, accompanied by amplifications of Kras, Yap1, Myc, Cdk6, and Abcb1a/b, and co-evolution of drug-resistant transcriptional programs. …


Consensus Molecular Subtyping Of Metastatic Colorectal Cancer Expands Biomarker-Directed Therapeutic Benefit For Patients With Cms1 And Cms2 Tumors, Saikat Chowdhury, Joanne Xiu, Jennifer R Ribeiro, Theodore Nicolaides, Jian Zhang, W Michael Korn, Kelsey A Poorman, Heinz-Josef Lenz, John L Marshall, Matthew J Oberley, George W Sledge, David Spetzler, Scott Kopetz, John Paul Shen Nov 2024

Consensus Molecular Subtyping Of Metastatic Colorectal Cancer Expands Biomarker-Directed Therapeutic Benefit For Patients With Cms1 And Cms2 Tumors, Saikat Chowdhury, Joanne Xiu, Jennifer R Ribeiro, Theodore Nicolaides, Jian Zhang, W Michael Korn, Kelsey A Poorman, Heinz-Josef Lenz, John L Marshall, Matthew J Oberley, George W Sledge, David Spetzler, Scott Kopetz, John Paul Shen

Faculty, Staff and Student Publications

Background: We developed a whole transcriptome sequencing (WTS)-based Consensus Molecular Subtypes (CMS) classifier using FFPE tissue and investigated its prognostic and predictive utility in a large clinico-genomic database of CRC patients (n = 24,939).

Methods: The classifier was trained against the original CMS datasets using an SVM model and validated in an independent blinded TCGA dataset (88.0% accuracy). Kaplan-Meier estimates of overall survival (OS) and time-on-treatment (TOT) were calculated for each CMS (p < 0.05 considered significant).

Results: CMS2 tumors were enriched on left-side of colon and conferred the longest median OS. In RAS-wildtype mCRC, left-sided tumors and CMS2 classification were associated with longer …


Car-Redirected Natural Killer T Cells Demonstrate Superior Antitumor Activity To Car-T Cells Through Multimodal Cd1d-Dependent Mechanisms, Xin Zhou, Ying Wang, Zhangqi Dou, Gloria Delfanti, Ourania Tsahouridis, Caroline Marnata Pellegry, Manuela Zingarelli, Gatphan Atassi, Mark G Woodcock, Giulia Casorati, Paolo Dellabona, William Y Kim, Linjie Guo, Barbara Savoldo, Ageliki Tsagaratou, J Justin Milner, Leonid S Metelitsa, Gianpietro Dotti Nov 2024

Car-Redirected Natural Killer T Cells Demonstrate Superior Antitumor Activity To Car-T Cells Through Multimodal Cd1d-Dependent Mechanisms, Xin Zhou, Ying Wang, Zhangqi Dou, Gloria Delfanti, Ourania Tsahouridis, Caroline Marnata Pellegry, Manuela Zingarelli, Gatphan Atassi, Mark G Woodcock, Giulia Casorati, Paolo Dellabona, William Y Kim, Linjie Guo, Barbara Savoldo, Ageliki Tsagaratou, J Justin Milner, Leonid S Metelitsa, Gianpietro Dotti

Faculty, Staff and Students Publications

Human natural killer T (NKT) cells have been proposed as a promising cell platform for chimeric antigen receptor (CAR) therapy in solid tumors. Here we generated murine CAR-NKT cells and compared them with CAR-T cells in immune-competent mice. Both CAR-NKT cells and CAR-T cells showed similar antitumor effects in vitro, but CAR-NKT cells showed superior antitumor activity in vivo via CD1d-dependent immune responses in the tumor microenvironment. Specifically, we show that CAR-NKT cells eliminate CD1d-expressing M2-like macrophages. In addition, CAR-NKT cells promote epitope spreading and activation of endogenous T cell responses against tumor-associated neoantigens. Finally, we observed that CAR-NKT cells …


Type I Met Inhibitors Cooperate With Pd-1 Blockade To Promote Rejection Of Hepatocellular Carcinoma, Ricardo Deazevedo, Madeline Steiner, Broderick X Turner, Arthur Liu, Sherwin Newton, Joanna Schmidt, Rachel Fleming, Angelica Tolentino, Ahmed O Kaseb, Michael A Curran Oct 2024

Type I Met Inhibitors Cooperate With Pd-1 Blockade To Promote Rejection Of Hepatocellular Carcinoma, Ricardo Deazevedo, Madeline Steiner, Broderick X Turner, Arthur Liu, Sherwin Newton, Joanna Schmidt, Rachel Fleming, Angelica Tolentino, Ahmed O Kaseb, Michael A Curran

Faculty, Staff and Student Publications

Blockade of the immune checkpoints programmed death-1 (PD-1) and cytotoxic lymphocyte antigen 4 has improved outcomes for patients with hepatocellular carcinoma (HCC), yet most still fail to achieve objective clinical benefit. MET plays key roles in both HCC tumorigenesis and immunosuppressive conditioning; however, inhibition of MET causes upregulation of PD-ligand 1 (PD-L1) suggesting the use of these inhibitors in the context of PD-1 blockade. We sought to investigate across the Hepa1-6, HCA-1 and diethylnitrosamine (DEN) models of HCC whether the combination of more specific type I versus more pleiotropic type II MET inhibitors would confer superior outcomes in combination with …


Tumour-Intrinsic Pdl1 Signals Regulate The Chk2 Dna Damage Response In Cancer Cells And Mediate Resistance To Chk1 Inhibitors, Clare E Murray, Anand V R Kornepati, Carlos Ontiveros, Yiji Liao, Bárbara De La Peña Avalos, Cody M Rogers, Zexuan Liu, Yilun Deng, Haiyan Bai, Suresh Kari, Alvaro S Padron, Jacob T Boyd, Ryan Reyes, Curtis A Clark, Robert S Svatek, Rong Li, Yanfen Hu, Meiling Wang, José R Conejo-Garcia, Lauren A Byers, Kavya Ramkumar, Anil K Sood, Jung-Min Lee, Christin E Burd, Ratna K Vadlamudi, Harshita B Gupta, Weixing Zhao, Eloïse Dray, Patrick Sung, Tyler J Curiel Oct 2024

Tumour-Intrinsic Pdl1 Signals Regulate The Chk2 Dna Damage Response In Cancer Cells And Mediate Resistance To Chk1 Inhibitors, Clare E Murray, Anand V R Kornepati, Carlos Ontiveros, Yiji Liao, Bárbara De La Peña Avalos, Cody M Rogers, Zexuan Liu, Yilun Deng, Haiyan Bai, Suresh Kari, Alvaro S Padron, Jacob T Boyd, Ryan Reyes, Curtis A Clark, Robert S Svatek, Rong Li, Yanfen Hu, Meiling Wang, José R Conejo-Garcia, Lauren A Byers, Kavya Ramkumar, Anil K Sood, Jung-Min Lee, Christin E Burd, Ratna K Vadlamudi, Harshita B Gupta, Weixing Zhao, Eloïse Dray, Patrick Sung, Tyler J Curiel

Faculty, Staff and Student Publications

Background: Aside from the canonical role of PDL1 as a tumour surface-expressed immune checkpoint molecule, tumour-intrinsic PDL1 signals regulate non-canonical immunopathological pathways mediating treatment resistance whose significance, mechanisms, and therapeutic targeting remain incompletely understood. Recent reports implicate tumour-intrinsic PDL1 signals in the DNA damage response (DDR), including promoting homologous recombination DNA damage repair and mRNA stability of DDR proteins, but many mechanistic details remain undefined.

Methods: We genetically depleted PDL1 from transplantable mouse and human cancer cell lines to understand consequences of tumour-intrinsic PDL1 signals in the DNA damage response. We complemented this work with studies of primary human tumours …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan Oct 2024

Interpreting The Biological Effects Of Protons As A Function Of Physical Quantity: Linear Energy Transfer Or Microdosimetric Lineal Energy Spectrum?, Fada Guan, Lawrence Bronk, Matthew Kerr, Yuting Li, Leslie A Braby, Mary Sobieski, Xiaochun Wang, Xiaodong Zhang, Clifford Stephan, David R Grosshans, Radhe Mohan

Faculty, Staff and Student Publications

The choice of appropriate physical quantities to characterize the biological effects of ionizing radiation has evolved over time coupled with advances in scientific understanding. The basic hypothesis in radiation dosimetry is that the energy deposited by ionizing radiation initiates all the consequences of exposure in a biological sample (e.g., DNA damage, reproductive cell death). Physical quantities defined to characterize energy deposition have included dose, a measure of the mean energy imparted per unit mass of the target, and linear energy transfer (LET), a measure of the mean energy deposition per unit distance that charged particles traverse in a medium. The …


Unmasking Neuroendocrine Prostate Cancer With A Machine Learning-Driven Seven-Gene Stemness Signature That Predicts Progression, Agustina Sabater, Pablo Sanchis, Rocio Seniuk, Gaston Pascual, Nicolas Anselmino, Daniel F Alonso, Federico Cayol, Elba Vazquez, Marcelo Marti, Javier Cotignola, Ayelen Toro, Estefania Labanca, Juan Bizzotto, Geraldine Gueron Oct 2024

Unmasking Neuroendocrine Prostate Cancer With A Machine Learning-Driven Seven-Gene Stemness Signature That Predicts Progression, Agustina Sabater, Pablo Sanchis, Rocio Seniuk, Gaston Pascual, Nicolas Anselmino, Daniel F Alonso, Federico Cayol, Elba Vazquez, Marcelo Marti, Javier Cotignola, Ayelen Toro, Estefania Labanca, Juan Bizzotto, Geraldine Gueron

Faculty, Staff and Student Publications

Prostate cancer (PCa) poses a significant global health challenge, particularly due to its progression into aggressive forms like neuroendocrine prostate cancer (NEPC). This study developed and validated a stemness-associated gene signature using advanced machine learning techniques, including Random Forest and Lasso regression, applied to large-scale transcriptomic datasets. The resulting seven-gene signature (KMT5C, DPP4, TYMS, CDC25B, IRF5, MEN1, and DNMT3B) was validated across independent cohorts and patient-derived xenograft (PDX) models. This signature demonstrated strong prognostic value for progression-free, disease-free, relapse-free, metastasis-free, and overall survival. Importantly, the signature not only identified specific NEPC subtypes, …