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Full-Text Articles in Genetic Phenomena

A Dual Role Of Cohesin In Dna Dsb Repair, Michael Fedkenheuer, Yafang Shang, Seolkyoung Jung, Kevin Fedkenheuer, Solji Park, Davide Mazza, Robin Sebastian, Hiroyuki Nagashima, Dali Zong, Hua Tan, Sushil Kumar Jaiswal, Haiqing Fu, Anthony Cruz, Supriya V Vartak, Jan Wisniewski, Vittorio Sartorelli, John J O'Shea, Laura Elnitski, Andre Nussenzweig, Mirit I Aladjem, Fei-Long Meng, Rafael Casellas Jan 2025

A Dual Role Of Cohesin In Dna Dsb Repair, Michael Fedkenheuer, Yafang Shang, Seolkyoung Jung, Kevin Fedkenheuer, Solji Park, Davide Mazza, Robin Sebastian, Hiroyuki Nagashima, Dali Zong, Hua Tan, Sushil Kumar Jaiswal, Haiqing Fu, Anthony Cruz, Supriya V Vartak, Jan Wisniewski, Vittorio Sartorelli, John J O'Shea, Laura Elnitski, Andre Nussenzweig, Mirit I Aladjem, Fei-Long Meng, Rafael Casellas

Faculty, Staff and Student Publications

Cells undergo tens of thousands of DNA-damaging events each day. Defects in repairing double-stranded breaks (DSBs) can lead to genomic instability, contributing to cancer, genetic disorders, immunological diseases, and developmental defects. Cohesin, a multi-subunit protein complex, plays a crucial role in both chromosome organization and DNA repair by creating architectural loops through chromatin extrusion. However, the mechanisms by which cohesin regulates these distinct processes are not fully understood. In this study, we identify two separate roles for cohesin in DNA repair within mammalian cells. First, cohesin serves as an intrinsic architectural factor that normally prevents interactions between damaged chromatin. Second, …


A Novel Case Of Glial Transdifferentiation In Renal Medullary Carcinoma Brain Metastasis, Maria A Gubbiotti, Ian E Mccutcheon, Priya Rao, Giannicola Genovese, Linghua Wang, Artem Tarasov, Vladislav Putintsev, Amber Berlinski, Danil Stupichev, Kirill Kriukov, Suren Davitavyan, Basim Salem, Alexander Sarachakov, Dmitry Lebedev, Michael Hensley, Alexander Bagaev, Francesca Paradiso, Vladimir Kushnarev, Gleb Khegai, Nizar M Tannir, Pavlos Msaouel Jan 2025

A Novel Case Of Glial Transdifferentiation In Renal Medullary Carcinoma Brain Metastasis, Maria A Gubbiotti, Ian E Mccutcheon, Priya Rao, Giannicola Genovese, Linghua Wang, Artem Tarasov, Vladislav Putintsev, Amber Berlinski, Danil Stupichev, Kirill Kriukov, Suren Davitavyan, Basim Salem, Alexander Sarachakov, Dmitry Lebedev, Michael Hensley, Alexander Bagaev, Francesca Paradiso, Vladimir Kushnarev, Gleb Khegai, Nizar M Tannir, Pavlos Msaouel

Faculty, Staff and Student Publications

Renal medullary carcinoma is a rare undifferentiated tumor of the kidney associated with sickle cell trait and characterized by INI1 (SMARCB1) loss. Although metastasis to lungs, lymph nodes, and bone is commonly reported, distant spread to the central nervous system almost never occurs. Here we present an unusual case of a patient with renal medullary carcinoma with metastasis to the brain following treatment which included tazemetostat, an EZH2 inhibitor. The metastatic brain lesion harbored morphologic, immunohistochemical, and methylation profile supportive of a primary CNS phenotype with loss of the trimethylated lysine 27 residue of histone 3 while maintaining INI1 loss …


Utilizing Patient-Derived Xenografts To Model Precision Oncology For Biliary Tract Cancer, Timothy P Diperi, Kurt W Evans, Stephen Scott, Xiaofeng Zheng, Kaushik Varadarajan, Lawrence N Kwong, Michael Kahle, Hop S Tran Cao, Ching-Wei Tzeng, Thuy Vu, Sunhee Kim, Fei Su, Maria Gabriela Raso, Yasmeen Rizvi, Ming Zhao, Huamin Wang, Sunyoung S Lee, Timothy A Yap, Jordi Rodon, Milind Javle, Funda Meric-Bernstam Jan 2025

Utilizing Patient-Derived Xenografts To Model Precision Oncology For Biliary Tract Cancer, Timothy P Diperi, Kurt W Evans, Stephen Scott, Xiaofeng Zheng, Kaushik Varadarajan, Lawrence N Kwong, Michael Kahle, Hop S Tran Cao, Ching-Wei Tzeng, Thuy Vu, Sunhee Kim, Fei Su, Maria Gabriela Raso, Yasmeen Rizvi, Ming Zhao, Huamin Wang, Sunyoung S Lee, Timothy A Yap, Jordi Rodon, Milind Javle, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Purpose: Biliary tract cancers, which are rare and aggressive malignancies, are rich in clinically actionable molecular alterations. A major challenge in the field is the paucity of clinically relevant biliary tract cancer models that recapitulate the diverse molecular profiles of these tumors. The purpose of this study was to curate a collection of patient-derived xenograft (PDX) models that reflect the spectrum of genomic alterations present in biliary tract cancers to create a resource for modeling precision oncology.

Experimental design: PDXs were derived from biliary tract cancer samples collected from surgical resections or metastatic biopsies. Alterations present in the PDXs were …


Clinical And Molecular Characteristics Of Patients With Brain Metastasis Secondary To Pancreatic Ductal Adenocarcinoma, Mahmoud Yousef, Mark W Hurd, Abdelrahman Yousef, Ethan B Ludmir, Ashwathy B Pillai, Jennifer Peterson, Eugene J Koay, Sali Albarouki, Ching-Wei Tzeng, Rebecca Snyder, Matthew H G Katz, Huamin Wang, Michael J Overman, Anirban Maitra, Shubham Pant, Brandon G Smaglo, Robert A Wolff, James Yao, John P Shen, Dan Zhao Jan 2025

Clinical And Molecular Characteristics Of Patients With Brain Metastasis Secondary To Pancreatic Ductal Adenocarcinoma, Mahmoud Yousef, Mark W Hurd, Abdelrahman Yousef, Ethan B Ludmir, Ashwathy B Pillai, Jennifer Peterson, Eugene J Koay, Sali Albarouki, Ching-Wei Tzeng, Rebecca Snyder, Matthew H G Katz, Huamin Wang, Michael J Overman, Anirban Maitra, Shubham Pant, Brandon G Smaglo, Robert A Wolff, James Yao, John P Shen, Dan Zhao

Faculty, Staff and Student Publications

Background: The prognosis for patients with pancreatic ductal adenocarcinoma (PDAC) is poor. Secondary brain metastasis (Br-M) occurs in less than 1% of patients. Clinical characteristics and molecular alterations have not been characterized in this rare patients' subset.

Materials and methods: The Foundry software platform was used to retrospectively query electronic health records for patients with Br-M secondary to PDAC from 2005 to 2023; clinical, molecular, and overall survival (OS) data were analyzed.

Results: Br-M was diagnosed in 44 patients with PDAC. Median follow-up was 78 months; median OS from initial PDAC diagnosis was 47 months. Median duration from PDAC diagnosis …


Pooled Safety Analysis And Management Of Sotorasib-Related Adverse Events In Kras G12c-Mutated Advanced Non-Small Cell Lung Cancer, Ferdinandos Skoulidis, Bob T Li, Maximilian Hochmair, Ramaswamy Govindan, Mark Vincent, Anthonie J Van Der Wekken, Noemi Reguart Aransay, Kenneth J O'Byrne, Nicolas Girard, Frank Griesinger, Makoto Nishio, Simon Häfliger, Colin Lindsay, Niels Reinmuth, Astrid Paulus, Pavlos Papakotoulas, Sang-We Kim, Carlos Gil Ferreira, Giulia Pasello, Michael Duruisseaux, Spyridon Gennatas, Anastasios Dimou, Bhakti Mehta, William Kormany, Chidozie Nduka, Brooke E Sylvester, Christine Ardito-Abraham, Yang Wang, Adrianus Johannes De Langen Jan 2025

Pooled Safety Analysis And Management Of Sotorasib-Related Adverse Events In Kras G12c-Mutated Advanced Non-Small Cell Lung Cancer, Ferdinandos Skoulidis, Bob T Li, Maximilian Hochmair, Ramaswamy Govindan, Mark Vincent, Anthonie J Van Der Wekken, Noemi Reguart Aransay, Kenneth J O'Byrne, Nicolas Girard, Frank Griesinger, Makoto Nishio, Simon Häfliger, Colin Lindsay, Niels Reinmuth, Astrid Paulus, Pavlos Papakotoulas, Sang-We Kim, Carlos Gil Ferreira, Giulia Pasello, Michael Duruisseaux, Spyridon Gennatas, Anastasios Dimou, Bhakti Mehta, William Kormany, Chidozie Nduka, Brooke E Sylvester, Christine Ardito-Abraham, Yang Wang, Adrianus Johannes De Langen

Faculty, Staff and Student Publications

Introduction: We describe the safety of sotorasib monotherapy in patients with KRAS G12C-mutated advanced non-small cell lung cancer (NSCLC) and discuss practical recommendations for managing key risks.

Methods: Incidence rates of treatment-related adverse events (TRAEs) were pooled from 4 clinical trials: CodeBreaK 100 (NCT03600883), CodeBreaK 101 (NCT04185883), CodeBreaK 105 (NCT04380753), and CodeBreaK 200 (NCT04303780) and graded according to CTCAE v5.0. Adverse events were deemed sotorasib-related per investigator causality assessment.

Results: In the pooled population (n = 549), TRAEs were reported in 388 (70.7%) patients (grade 1: 124 [22.6%]; grade 2: 117 [21.3%]; …


Update On Pediatric Surveillance Recommendations For Pten Hamartoma Tumor Syndrome, Dicer1-Related Tumor Predisposition, And Tuberous Sclerosis Complex, Kris Ann P Schultz, Suzanne P Macfarland, Melissa R Perrino, Sarah G Mitchell, Junne Kamihara, Alexander T Nelson, Paige H R Mallinger, Jack J Brzezinski, Kara N Maxwell, Emma R Woodward, Bailey Gallinger, Sun Young Kim, Mary-Louise C Greer, Kami Wolfe Schneider, Sarah R Scollon, Anirban Das, Jonathan D Wasserman, Charis Eng, David Malkin, William D Foulkes, Orli Michaeli, Andrew J Bauer, Douglas R Stewart Jan 2025

Update On Pediatric Surveillance Recommendations For Pten Hamartoma Tumor Syndrome, Dicer1-Related Tumor Predisposition, And Tuberous Sclerosis Complex, Kris Ann P Schultz, Suzanne P Macfarland, Melissa R Perrino, Sarah G Mitchell, Junne Kamihara, Alexander T Nelson, Paige H R Mallinger, Jack J Brzezinski, Kara N Maxwell, Emma R Woodward, Bailey Gallinger, Sun Young Kim, Mary-Louise C Greer, Kami Wolfe Schneider, Sarah R Scollon, Anirban Das, Jonathan D Wasserman, Charis Eng, David Malkin, William D Foulkes, Orli Michaeli, Andrew J Bauer, Douglas R Stewart

Faculty, Staff and Students Publications

Phosphate and tensin homolog hamartoma tumor syndrome, DICER1-related tumor predisposition, and tuberous sclerosis complex are rare conditions, which each increases risk for distinct spectra of benign and malignant neoplasms throughout childhood and adulthood. Surveillance considerations for each of these conditions focus on patient and family education, early detection, and multidisciplinary care. In this article, we present updated surveillance recommendations and considerations for children and adolescents with phosphate and tensin homolog hamartoma tumor syndrome, DICER1-related tumor predisposition, and tuberous sclerosis complex and provide suggestions for further research in each of these conditions.


Hiv Associated Epigenetic Trends And Chronic Diseases: Insights Into The Hidden Burden Of Chronic Infection, Courtney G. Wallace, Zachary Capriotti, Zachary Klase Jan 2025

Hiv Associated Epigenetic Trends And Chronic Diseases: Insights Into The Hidden Burden Of Chronic Infection, Courtney G. Wallace, Zachary Capriotti, Zachary Klase

Kimmel Cancer Center Faculty Papers

Human Immunodeficiency Virus (HIV) remains a major health challenge despite dramatic advances in treatment and prevention. People living with HIV (PLWH) continue to experience high rates of non-AIDS comorbidities, including cardiovascular, renal, pulmonary, oncologic, and neurocognitive disorders. These conditions persist under viral suppression, underscoring the lasting biological impact of infection. Epigenetic dysregulation has emerged as a key driver of these outcomes. HIV integration, viral proteins, chronic inflammation, and ART exposure have all been reported to alter DNA methylation, histone modifications, transcription factor networks, and noncoding RNA regulation. These changes extend beyond infected cells, reprogramming uninfected immune and tissue compartments. Long-lived …


Phase I Study Of Bms-986299, An Nlrp3 Agonist, As Monotherapy And In Combination With Nivolumab And Ipilimumab In Patients With Advanced Solid Tumors, Blessie E Nelson, Shaun O'Brien, Rahul A Sheth, David S Hong, Aung Naing, Xiaoping Zhang, Amy Xu, Lora Hamuro, Rasika Suryawanshi, Derrick Mckinley, Ruslan D Novosiadly, Sarina A Piha-Paul Jan 2025

Phase I Study Of Bms-986299, An Nlrp3 Agonist, As Monotherapy And In Combination With Nivolumab And Ipilimumab In Patients With Advanced Solid Tumors, Blessie E Nelson, Shaun O'Brien, Rahul A Sheth, David S Hong, Aung Naing, Xiaoping Zhang, Amy Xu, Lora Hamuro, Rasika Suryawanshi, Derrick Mckinley, Ruslan D Novosiadly, Sarina A Piha-Paul

Faculty, Staff and Student Publications

Purpose: BMS-986299 is a first-in-class, NOD-, LRR-, and pyrin-domain containing-3 (NLRP3) inflammasome agonist enhancing adaptive immune and T-cell memory responses.

Materials and methods: This was a phase-I (NCT03444753) study that assessed the safety and tolerability of intra-tumoral BMS-986299 monotherapy (part 1A) and in combination (part 1B) with nivolumab, and ipilimumab in advanced solid tumors. Reported here are single-center results.

Results: 36 patients were enrolled, with breast (31%), colorectal (17%), and head and neck (14%) being the more commonly enrolled cancers. Most patients (58%) had received prior immunotherapy. Therapy was well-tolerated, with G1-G2 fever (70%), neutrophilia (36%), and leukocytosis …


Electrostatic Force-Enabled Microneedle Patches That Exploit Photoredox Catalysis For Transdermal Phototherapy, Hang Zhang, Wen-Chuan Xie, Yuhang Yao, Zi-Yi Tang, Wen-Xiu Ni, Bingwu Wang, Song Gao, Jonathan L Sessler, Jun-Long Zhang Jan 2025

Electrostatic Force-Enabled Microneedle Patches That Exploit Photoredox Catalysis For Transdermal Phototherapy, Hang Zhang, Wen-Chuan Xie, Yuhang Yao, Zi-Yi Tang, Wen-Xiu Ni, Bingwu Wang, Song Gao, Jonathan L Sessler, Jun-Long Zhang

Faculty, Staff and Student Publications

Microneedle patches for topical administration of photodynamic therapy (PDT) sensitizers are attractive owing to their safety, selectivity, and noninvasiveness. However, low-efficiency photosensitizer delivery coupled with the limitations of the hypoxic tumor microenvironment remains challenging. To overcome these issues, we developed an effective microneedle patch based on intermolecular electrostatic interactions within a photosensitizer matrix containing a zinc-containing porphyrin analogue, ZnBP (w). This design improved the mechanical strength of the microneedle patch and enhanced the photosensitizer loading efficiency in aqueous environments. A key feature of the system is efficient electron transfer between ZnBP (w) and NADH upon photoirradiation. Electrostatic interactions between ZnBP …


A Case For Broadening Our View Of Mechanism In Developmental Biology, B Duygu Özpolat, Swathi Arur, Mansi Srivastava Jan 2025

A Case For Broadening Our View Of Mechanism In Developmental Biology, B Duygu Özpolat, Swathi Arur, Mansi Srivastava

Faculty, Staff and Student Publications

Developmental biologists can perform studies that describe a phenomenon (descriptive work) and/or explain how the phenomenon works (mechanistic work). There is a prevalent perception that molecular/genetic explanations achieved via perturbations of gene function are the primary means of advancing mechanistic knowledge. We believe this to be a limited perspective, one that does not effectively represent the breadth of work in our field. We surveyed a representative and diverse group of colleagues to share their views on what it takes to infer mechanism. Here, we briefly examine the factors that have shaped the dominant view of mechanism, summarize responses to the …


Zongertinib (Bi 1810631), An Irreversible Her2 Tki, Spares Egfr Signaling And Improves Therapeutic Response In Preclinical Models And Patients With Her2-Driven Cancers, Birgit Wilding, Lydia Woelflingseder, Anke Baum, Krzysztof Chylinski, Gintautas Vainorius, Neil Gibson, Irene C Waizenegger, Daniel Gerlach, Martin Augsten, Fiona Spreitzer, Yukina Shirai, Masachika Ikegami, Sylvia Tilandyová, Dirk Scharn, Mark A Pearson, Johannes Popow, Anna C Obenauf, Noboru Yamamoto, Shunsuke Kondo, Frans L Opdam, Annemarie Bruining, Shinji Kohsaka, Norbert Kraut, John V Heymach, Flavio Solca, Ralph A Neumüller Jan 2025

Zongertinib (Bi 1810631), An Irreversible Her2 Tki, Spares Egfr Signaling And Improves Therapeutic Response In Preclinical Models And Patients With Her2-Driven Cancers, Birgit Wilding, Lydia Woelflingseder, Anke Baum, Krzysztof Chylinski, Gintautas Vainorius, Neil Gibson, Irene C Waizenegger, Daniel Gerlach, Martin Augsten, Fiona Spreitzer, Yukina Shirai, Masachika Ikegami, Sylvia Tilandyová, Dirk Scharn, Mark A Pearson, Johannes Popow, Anna C Obenauf, Noboru Yamamoto, Shunsuke Kondo, Frans L Opdam, Annemarie Bruining, Shinji Kohsaka, Norbert Kraut, John V Heymach, Flavio Solca, Ralph A Neumüller

Faculty, Staff and Student Publications

Mutations in ERBB2 (encoding HER2) occur in 2% to 4% of non-small cell lung cancer (NSCLC) and confer poor prognosis. ERBB-targeting tyrosine kinase inhibitors, approved for treating other HER2-dependent cancers, are ineffective in HER2-mutant NSCLC due to dose-limiting toxicities or suboptimal potency. We report the discovery of zongertinib (BI 1810631), a covalent HER2 inhibitor. Zongertinib potently and selectively blocks HER2, while sparing EGFR, and inhibits the growth of cells dependent on HER2 oncogenic driver events, including HER2-dependent human cancer cells resistant to trastuzumab deruxtecan. Zongertinib displays potent antitumor activity in HER2-dependent human NSCLC xenograft models and enhances the activities of …


Neutrophil Extracellular Traps Promote Pre-Metastatic Niche Formation In The Omentum By Expanding Innate-Like B Cells That Express Il-10, Wonjae Lee, Song Yi Ko, Hironari Akasaka, Melanie Weigert, Ernst Lengyel, Honami Naora Jan 2025

Neutrophil Extracellular Traps Promote Pre-Metastatic Niche Formation In The Omentum By Expanding Innate-Like B Cells That Express Il-10, Wonjae Lee, Song Yi Ko, Hironari Akasaka, Melanie Weigert, Ernst Lengyel, Honami Naora

Faculty, Staff and Student Publications

Disseminated cancer cells in the peritoneal fluid often colonize omental fat-associated lymphoid clusters but the mechanisms are unclear. Here, we identify that innate-like B cells accumulate in the omentum of mice and women with early-stage ovarian cancer concomitantly with the extrusion of chromatin fibers by neutrophils called neutrophil extracellular traps (NETs). Studies using genetically modified NET-deficient mice, pharmacologic inhibition of NETs, and adoptive B cell transfer show that NETs induce expression of the chemoattractant CXCL13 in the pre-metastatic omentum, stimulating recruitment of peritoneal innate-like B cells that in turn promote expansion of regulatory T cells and omental metastasis through producing …


Integrating Priorities At The Intersection Of Cancer And Neuroscience, William L Hwang, Ella N Perrault, Alexander Birbrair, Brandi J Mattson, David H Gutmann, Donald J Mabbott, Edna Cukierman, Elizabeth A Repasky, Erica K Sloan, Hui Zong, Ihsan Ekin Demir, Jami L Saloman, Jeremy C Borniger, Jian Hu, Jorg Dietrich, Joshua J Breunig, Kaan Çifcibaşı, Khalil Ali Ahmad Kasm, Manuel Valiente, Max Wintermark, Munjal M Acharya, Nicole N Scheff, Nisha J D'Silva, Paola D Vermeer, Richard J Wong, Sebastien Talbot, Shawn L Hervey-Jumper, Timothy C Wang, Yi Ye, Yuan Pan, Yuri L Bunimovich, Moran Amit Jan 2025

Integrating Priorities At The Intersection Of Cancer And Neuroscience, William L Hwang, Ella N Perrault, Alexander Birbrair, Brandi J Mattson, David H Gutmann, Donald J Mabbott, Edna Cukierman, Elizabeth A Repasky, Erica K Sloan, Hui Zong, Ihsan Ekin Demir, Jami L Saloman, Jeremy C Borniger, Jian Hu, Jorg Dietrich, Joshua J Breunig, Kaan Çifcibaşı, Khalil Ali Ahmad Kasm, Manuel Valiente, Max Wintermark, Munjal M Acharya, Nicole N Scheff, Nisha J D'Silva, Paola D Vermeer, Richard J Wong, Sebastien Talbot, Shawn L Hervey-Jumper, Timothy C Wang, Yi Ye, Yuan Pan, Yuri L Bunimovich, Moran Amit

Faculty, Staff and Student Publications

Cancer neuroscience is a rapidly growing multidisciplinary field that conceptualizes tumors as tissues fully integrated into the nervous system. Recognizing the complexity and challenges in this field is of fundamental importance to achieving the goal of translational impact for cancer patients. Our commentary highlights key scientific priorities, optimal training settings, and roadblocks to translating scientific findings to the clinic in this emerging field, aiming to formulate a transformative and cohesive path forward.


Nerves At Play: The Peripheral Nervous System In Extracranial Malignancies, Paola D Vermeer, Anthony C Restaino, Jeffrey L Barr, Dan Yaniv, Moran Amit Jan 2025

Nerves At Play: The Peripheral Nervous System In Extracranial Malignancies, Paola D Vermeer, Anthony C Restaino, Jeffrey L Barr, Dan Yaniv, Moran Amit

Faculty, Staff and Student Publications

The exponential growth of the cancer neuroscience field has shown that the host's immune, vascular, and nervous systems communicate with and influence each other in the tumor microenvironment, dictating the cancer malignant phenotype. Unraveling the nervous system's contributions toward this phenotype brings us closer to cancer cures. In this review, we summarize the peripheral nervous system's contributions to cancer. We highlight the effects of nerve recruitment and tumor innervation, the neuro-immune axis, glial cell activity, and neural regulation on cancer development and progression. We also discuss harnessing the neural control of peripheral cancers as a potential therapeutic approach in oncology. …


Combined Kras Inhibition And Immune Therapy Generates Durable Complete Responses In An Autochthonous Pdac Model, Yonghong Liu, Jincheng Han, Wen-Hao Hsu, Kyle A Labella, Pingna Deng, Xiaoying Shang, Paulino Tallón De Lara, Li Cai, Shan Jiang, Ronald A Depinho Jan 2025

Combined Kras Inhibition And Immune Therapy Generates Durable Complete Responses In An Autochthonous Pdac Model, Yonghong Liu, Jincheng Han, Wen-Hao Hsu, Kyle A Labella, Pingna Deng, Xiaoying Shang, Paulino Tallón De Lara, Li Cai, Shan Jiang, Ronald A Depinho

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) resists conventional chemo/radiation and immunotherapy. In PDAC, oncogenic KRAS (KRAS*) drives glycolysis in cancer cells to consume available glucose and produce abundant lactate, creating profound immune suppression in the tumor microenvironment. Here, we combined KRAS* inhibition with agents targeting the major arms of the immunity cycle: CXCR1/2 inhibitor for myeloid cells, antagonistic anti-LAG3 antibody for T cells, and agonistic anti-41BB antibody for dendritic cells. This combination elicited robust anti-tumor regression in iKPC mice bearing large autochthonous tumors. While untreated mice succumbed within 3 weeks, sustained treatment led to durable complete tumor regression and prolonged survival in …


Neurocognitive Outcomes And Functional Independence In Adult Survivors Of Childhood Medulloblastoma Diagnosed Over 3 Decades, Chiara Papini, Sedigheh Mirzaei, Mengqi Xing, Ingrid Tonning Olsson, Ralph Salloum, Peter M K De Blank, Katharine R Lange, Tricia Z King, Deokumar Srivastava, Wendy M Leisenring, Rebecca M Howell, Kevin C Oeffinger, Leslie L Robison, Gregory T Armstrong, Kevin R Krull, Tara M Brinkman Jan 2025

Neurocognitive Outcomes And Functional Independence In Adult Survivors Of Childhood Medulloblastoma Diagnosed Over 3 Decades, Chiara Papini, Sedigheh Mirzaei, Mengqi Xing, Ingrid Tonning Olsson, Ralph Salloum, Peter M K De Blank, Katharine R Lange, Tricia Z King, Deokumar Srivastava, Wendy M Leisenring, Rebecca M Howell, Kevin C Oeffinger, Leslie L Robison, Gregory T Armstrong, Kevin R Krull, Tara M Brinkman

Faculty, Staff and Student Publications

Background: Treatment of childhood medulloblastoma has evolved to reduce neurotoxicity while improving survival. However, the impact of evolving therapies on late neurocognitive outcomes and adult functional independence remains unknown.

Methods: Adult survivors of childhood medulloblastoma (n = 505; median [minimum-maximum] age, 29 [18-46] years) and sibling controls (n = 727; 32 [18-58] years) from the Childhood Cancer Survivor Study completed surveys assessing neurocognitive problems and chronic health conditions (CHCs). Treatment exposures were categorized as historical (craniospinal irradiation [CSI] ≥ 30 Gy, no chemotherapy), standard-risk (CSI > 0 to < 30 Gy + chemotherapy) and high-risk (CSI ≥ 30 Gy + chemotherapy) therapy. Latent class analysis identified patterns of functional independence using employment, independent living, assistance with routine/personal care needs, driver's license, and marital/partner status. Multivariable models estimated the risk of neurocognitive impairment in survivors versus siblings and by treatment exposure group, and associations between neurocognitive impairment, CHCs, and functional independence.

Results: Survivors in each treatment exposure group had a 4- to 5-fold elevated …


Integrating Ctla-4/Pd-1 Blockade Into Cervical Cancer Management: Results Of Compassion-16, Jeffrey A How, Amir A Jazaeri Jan 2025

Integrating Ctla-4/Pd-1 Blockade Into Cervical Cancer Management: Results Of Compassion-16, Jeffrey A How, Amir A Jazaeri

Faculty, Staff and Student Publications

Although there is anti-tumor efficacy of dual CTLA-4/PD-1 blockade in advanced/recurrent cervical cancer, it is unclear whether combination with chemotherapy is synergistic. In COMPASSION-16, Wu et al. demonstrated improved survival outcomes of cadolinimab plus chemotherapy compared to chemotherapy alone for first-line systemic therapy for advanced/recurrent cervical cancer, suggesting a potential role of bispecific CTLA-4/PD-1 inhibitors in the frontline setting.


Pembrolizumab Plus Chemotherapy In Frontline Treatment Of Advanced Ovarian Cancer: Clinical And Translational Results From A Phase 2 Trial, Jeffrey A How, Minghao Dang, Sanghoon Lee, Bryan Fellman, Shannon N Westin, Anil K Sood, Nicole D Fleming, Aaron Shafer, Ying Yuan, Jinsong Liu, Li Zhao, Joseph Celestino, Richard Hajek, Margaret B Morgan, Edwin R Parra, Caddie D Laberiano Fernandez, Claudio A Arrechedera, Luisa Maren Solis Soto, Kathleen M Schmeler, Alpa Nick, Karen H Lu, Robert Coleman, Linghua Wang, Amir A Jazaeri Jan 2025

Pembrolizumab Plus Chemotherapy In Frontline Treatment Of Advanced Ovarian Cancer: Clinical And Translational Results From A Phase 2 Trial, Jeffrey A How, Minghao Dang, Sanghoon Lee, Bryan Fellman, Shannon N Westin, Anil K Sood, Nicole D Fleming, Aaron Shafer, Ying Yuan, Jinsong Liu, Li Zhao, Joseph Celestino, Richard Hajek, Margaret B Morgan, Edwin R Parra, Caddie D Laberiano Fernandez, Claudio A Arrechedera, Luisa Maren Solis Soto, Kathleen M Schmeler, Alpa Nick, Karen H Lu, Robert Coleman, Linghua Wang, Amir A Jazaeri

Faculty, Staff and Student Publications

Background: The efficacy and feasibility of pembrolizumab combined with chemotherapy in frontline management of advanced high-grade epithelial ovarian cancer (EOC) is unknown. Additionally, modification of the tumor microenvironment following neoadjuvant therapy is not well understood.

Methods: In this single-arm phase 2 trial (this study was registered at ClinicalTrials.gov: NCT02520154), eligible patients received up to 4 cycles of neoadjuvant chemotherapy followed by interval cytoreduction, 3 cycles of adjuvant intravenous carboplatin/weekly paclitaxel/pembrolizumab, and finally maintenance pembrolizumab until progression or toxicity (maximum 20 cycles). The primary endpoint was progression-free survival (PFS). Secondary endpoints included feasibility, toxicity, and overall survival (OS). PD-L1 staining, …


Sitravatinib In Combination With Nivolumab Plus Ipilimumab In Patients With Advanced Clear Cell Renal Cell Carcinoma: A Phase 1 Trial, Pavlos Msaouel, Kai Yu, Ying Yuan, Jianfeng Chen, Xinmiao Yan, Menuka Karki, Fei Duan, Rahul A Sheth, Priya Rao, Kanishka Sircar, Amishi Y Shah, Amado J Zurita, Giannicola Genovese, Min Li, Chih-Chen Yeh, Minghao Dang, Guangchun Han, Yanshuo Chu, Max Hallin, Peter Olson, Rui Yang, Daniela Slavin, Hirak Der-Torossian, Curtis D Chin, Nizar M Tannir, Linghua Wang, Jianjun Gao Jan 2025

Sitravatinib In Combination With Nivolumab Plus Ipilimumab In Patients With Advanced Clear Cell Renal Cell Carcinoma: A Phase 1 Trial, Pavlos Msaouel, Kai Yu, Ying Yuan, Jianfeng Chen, Xinmiao Yan, Menuka Karki, Fei Duan, Rahul A Sheth, Priya Rao, Kanishka Sircar, Amishi Y Shah, Amado J Zurita, Giannicola Genovese, Min Li, Chih-Chen Yeh, Minghao Dang, Guangchun Han, Yanshuo Chu, Max Hallin, Peter Olson, Rui Yang, Daniela Slavin, Hirak Der-Torossian, Curtis D Chin, Nizar M Tannir, Linghua Wang, Jianjun Gao

Faculty, Staff and Student Publications

We conducted a phase I trial to determine the optimal dose of triplet therapy with the tyrosine kinase inhibitor sitravatinib plus nivolumab plus ipilimumab in 22 previously untreated patients with advanced clear cell renal cell carcinoma. The primary endpoint was safety. Secondary endpoints were objective response rate (ORR), disease control rate (DCR), duration of response (DOR), progression-free survival (PFS), overall survival (OS), 1-year survival probability, and sitravatinib pharmacokinetics. Sitravatinib dose of 35 mg daily plus nivolumab 3 mg/kg and ipilimumab 1 mg/kg resulted in high frequency of immune-related adverse events. Subsequent dose reduction of ipilimumab to 0.7 mg/kg allowed safe …


Superstable Lipid Vacuoles Endow Cartilage With Its Shape And Biomechanics, Raul Ramos, Kim T Pham, Richard C Prince, Leith B Leiser-Miller, Maneeshi S Prasad, Xiaojie Wang, Rachel C Nordberg, Benjamin J Bielajew, Jerry C Hu, Kosuke Yamaga, Ji Won Oh, Tao Peng, Rupsa Datta, Aksana Astrowskaja, Axel A Almet, John T Burns, Yuchen Liu, Christian Fernando Guerrero-Juarez, Bryant Q Tran, Yi-Lin Chu, Anh M Nguyen, Tsai-Ching Hsi, Norman T-L Lim, Sandra Schoeniger, Ruiqi Liu, Yun-Ling Pai, Chella K Vadivel, Sandy Ingleby, Andrew E Mckechnie, Frank Van Breukelen, Kyle L Hoehn, John J Rasweiler, Michinori Kohara, William J Loughry, Scott H Weldy, Raymond Cosper, Chao-Chun Yang, Sung-Jan Lin, Kimberly L Cooper, Sharlene E Santana, Jeffrey E Bradley, Michael A Kiebish, Michelle Digman, David E James, Amy E Merrill, Qing Nie, Thomas F Schilling, Aliaksandr A Astrowski, Eric O Potma, Martín I García-Castro, Kyriacos A Athanasiou, Richard R Behringer, Maksim V Plikus Jan 2025

Superstable Lipid Vacuoles Endow Cartilage With Its Shape And Biomechanics, Raul Ramos, Kim T Pham, Richard C Prince, Leith B Leiser-Miller, Maneeshi S Prasad, Xiaojie Wang, Rachel C Nordberg, Benjamin J Bielajew, Jerry C Hu, Kosuke Yamaga, Ji Won Oh, Tao Peng, Rupsa Datta, Aksana Astrowskaja, Axel A Almet, John T Burns, Yuchen Liu, Christian Fernando Guerrero-Juarez, Bryant Q Tran, Yi-Lin Chu, Anh M Nguyen, Tsai-Ching Hsi, Norman T-L Lim, Sandra Schoeniger, Ruiqi Liu, Yun-Ling Pai, Chella K Vadivel, Sandy Ingleby, Andrew E Mckechnie, Frank Van Breukelen, Kyle L Hoehn, John J Rasweiler, Michinori Kohara, William J Loughry, Scott H Weldy, Raymond Cosper, Chao-Chun Yang, Sung-Jan Lin, Kimberly L Cooper, Sharlene E Santana, Jeffrey E Bradley, Michael A Kiebish, Michelle Digman, David E James, Amy E Merrill, Qing Nie, Thomas F Schilling, Aliaksandr A Astrowski, Eric O Potma, Martín I García-Castro, Kyriacos A Athanasiou, Richard R Behringer, Maksim V Plikus

Faculty, Staff and Student Publications

Conventionally, the size, shape, and biomechanics of cartilages are determined by their voluminous extracellular matrix. By contrast, we found that multiple murine cartilages consist of lipid-filled cells called lipochondrocytes. Despite resembling adipocytes, lipochondrocytes were molecularly distinct and produced lipids exclusively through de novo lipogenesis. Consequently, lipochondrocytes grew uniform lipid droplets that resisted systemic lipid surges and did not enlarge upon obesity. Lipochondrocytes also lacked lipid mobilization factors, which enabled exceptional vacuole stability and protected cartilage from shrinking upon starvation. Lipid droplets modulated lipocartilage biomechanics by decreasing the tissue's stiffness, strength, and resilience. Lipochondrocytes were found in multiple mammals, including humans, …


Functional Characterization Of Qt Interval Associated Scn5a Enhancer Variants Identify Combined Additive Effects, Lavanya Gunamalai, Parul Singh, Brian Berg, Leilei Shi, Ernesto Sanchez, Alexa Smith, Ghislain Breton, Mark T Bedford, Darius Balciunas, Ashish Kapoor Jan 2025

Functional Characterization Of Qt Interval Associated Scn5a Enhancer Variants Identify Combined Additive Effects, Lavanya Gunamalai, Parul Singh, Brian Berg, Leilei Shi, Ernesto Sanchez, Alexa Smith, Ghislain Breton, Mark T Bedford, Darius Balciunas, Ashish Kapoor

Faculty, Staff and Student Publications

Several empirical and theoretical studies suggest the presence of multiple enhancers per gene that collectively regulate gene expression, and that common sequence variation impacting on the activities of these enhancers is a major source of inter-individual gene expression variability. However, for the vast majority of genes, enhancers and the underlying regulatory variation remains unknown. Even for the genes with well-characterized enhancers, the nature of the combined effects from multiple enhancers and their variants, when known, on gene expression regulation remains unexplored. Here, we have evaluated the combined effects from five SCN5A enhancers and their regulatory variants that are known to …


A Phase Ia Study Of A Novel Anti-Her2 Antibody-Drug Conjugate Gq1001 In Patients With Previously Treated Her2 Positive Advanced Solid Tumors, Chenfei Zhou, Bin Wang, Christina Teng, Hui Yang, Sarina A Piha-Paul, Gary Richardson, Ashanya Malalasekera, Yajun Sun, Wei Wang, Jieqiong Liu, Yan Shi, Xianbao Zhan, Charlotte Lemech Jan 2025

A Phase Ia Study Of A Novel Anti-Her2 Antibody-Drug Conjugate Gq1001 In Patients With Previously Treated Her2 Positive Advanced Solid Tumors, Chenfei Zhou, Bin Wang, Christina Teng, Hui Yang, Sarina A Piha-Paul, Gary Richardson, Ashanya Malalasekera, Yajun Sun, Wei Wang, Jieqiong Liu, Yan Shi, Xianbao Zhan, Charlotte Lemech

Faculty, Staff and Student Publications

Background: A novel anti-human epidermal growth factor receptor 2 (HER2) antibody-drug conjugate (ADC) GQ1001 was assessed in patients with previously treated HER2 positive advanced solid tumors in a global multi-center phase Ia dose escalation trial.

Methods: In this phase Ia trial, a modified 3 + 3 study design was adopted during dose escalation phase. Eligible patients were enrolled, and GQ1001 monotherapy was administered intravenously every 3 weeks. The starting dose was 1.2 mg/kg, followed by 2.4, 3.6, 4.8, 6.0, 7.2 and 8.4 mg/kg. Extra patients were enrolled into 6.0, 7.2, and 8.4 mg/kg cohorts as dose expansion phase. The primary …


Alleviation Of Liver Fibrosis By Inhibiting A Non-Canonical Atf4-Regulated Enhancer Program In Hepatic Stellate Cells, Li-Xian Yang, Chuangye Qi, Si Lu, Xiang-Shi Ye, Parnaz Merikhian, Du-Yu Zhang, Tao Yao, Jiang-Sha Zhao, Ying Wu, Yongshi Jia, Bo Shan, Jinghai Chen, Xiaozhou Mou, Jia You, Wenbo Li, Yu-Xiong Feng Jan 2025

Alleviation Of Liver Fibrosis By Inhibiting A Non-Canonical Atf4-Regulated Enhancer Program In Hepatic Stellate Cells, Li-Xian Yang, Chuangye Qi, Si Lu, Xiang-Shi Ye, Parnaz Merikhian, Du-Yu Zhang, Tao Yao, Jiang-Sha Zhao, Ying Wu, Yongshi Jia, Bo Shan, Jinghai Chen, Xiaozhou Mou, Jia You, Wenbo Li, Yu-Xiong Feng

Faculty, Staff and Student Publications

Liver fibrosis is a critical liver disease that can progress to more severe manifestations, such as cirrhosis, yet no effective targeted therapies are available. Here, we identify that ATF4, a master transcription factor in ER stress response, promotes liver fibrosis by facilitating a stress response-independent epigenetic program in hepatic stellate cells (HSCs). Unlike its canonical role in regulating UPR genes during ER stress, ATF4 activates epithelial-mesenchymal transition (EMT) gene transcription under fibrogenic conditions. HSC-specific depletion of ATF4 suppresses liver fibrosis in vivo. Mechanistically, TGFβ resets ATF4 to orchestrate a unique enhancer program for the transcriptional activation of pro-fibrotic EMT genes. …


Clinical And Imaging Features Of Head And Neck Metastasis Of High-Grade Glioma: A Single-Center Case Series, Rami W Eldaya, Diana Kaya, Michelle Williams, Susana Calle, Dawid Schellingerhout Jan 2025

Clinical And Imaging Features Of Head And Neck Metastasis Of High-Grade Glioma: A Single-Center Case Series, Rami W Eldaya, Diana Kaya, Michelle Williams, Susana Calle, Dawid Schellingerhout

Faculty, Staff and Student Publications

High-grade gliomas are the most frequent primary brain tumors, yet extraneural metastasis is exceedingly rare. This is in part secondary to the relatively poor survival of these patients and likely the shielding effect of the blood-brain barrier. Given the rarity of extraneural metastasis, the pathophysiology and imaging appearance of extraneural metastasis is under-reported and poorly understood. In this case series we present 6 patients with pathology-confirmed high-grade glioma and extraneural head and neck metastasis. We highlight imaging features of metastasis on CT, MRI, and PET/CT. We also explore potential correlations and pathophysiology of high-grade glioma metastasis to the head and …


Venetoclax-Based Combination Regimens In Acute Myeloid Leukemia, Hannah Goulart, Hagop Kantarjian, Naveen Pemmaraju, Naval Daver, Courtney D Dinardo, Caitlin R Rausch, Farhad Ravandi, Tapan M Kadia Jan 2025

Venetoclax-Based Combination Regimens In Acute Myeloid Leukemia, Hannah Goulart, Hagop Kantarjian, Naveen Pemmaraju, Naval Daver, Courtney D Dinardo, Caitlin R Rausch, Farhad Ravandi, Tapan M Kadia

Faculty, Staff and Student Publications

In recent years, there has been tremendous interest surrounding the integration of venetoclax into both non-intensive and intensive chemotherapy regimens for AML. However, with this increasing utilization of venetoclax, considerable questions surrounding key issues such as dosing strategies and the practicality of venetoclax administration have arisen. This review highlights the evolution of venetoclax-based regimens in AML and provides a commentary on notable practical considerations when utilizing this agent.


Society For Immunotherapy Of Cancer: Updates And Best Practices For Multiplex Immunohistochemistry (Ihc) And Immunofluorescence (If) Image Analysis And Data Sharing, Janis M Taube, Joel C Sunshine, Michael Angelo, Guray Akturk, Margaret Eminizer, Logan L Engle, Cláudia S Ferreira, Sacha Gnjatic, Benjamin Green, Shirley Greenbaum, Noah F Greenwald, Cyrus V Hedvat, Travis J Hollmann, Daniel Jiménez-Sánchez, Konstanty Korski, Ana Lako, Edwin R Parra, Marlon C Rebelatto, David L Rimm, Scott J Rodig, Jamie Rodriguez-Canales, Jeffrey S Roskes, Kurt A Schalper, Emanuel Schenck, Keith E Steele, Michael J Surace, Alexander S Szalay, Michael T Tetzlaff, Ignacio I Wistuba, Jennifer H Yearley, Carlo B Bifulco Jan 2025

Society For Immunotherapy Of Cancer: Updates And Best Practices For Multiplex Immunohistochemistry (Ihc) And Immunofluorescence (If) Image Analysis And Data Sharing, Janis M Taube, Joel C Sunshine, Michael Angelo, Guray Akturk, Margaret Eminizer, Logan L Engle, Cláudia S Ferreira, Sacha Gnjatic, Benjamin Green, Shirley Greenbaum, Noah F Greenwald, Cyrus V Hedvat, Travis J Hollmann, Daniel Jiménez-Sánchez, Konstanty Korski, Ana Lako, Edwin R Parra, Marlon C Rebelatto, David L Rimm, Scott J Rodig, Jamie Rodriguez-Canales, Jeffrey S Roskes, Kurt A Schalper, Emanuel Schenck, Keith E Steele, Michael J Surace, Alexander S Szalay, Michael T Tetzlaff, Ignacio I Wistuba, Jennifer H Yearley, Carlo B Bifulco

Faculty, Staff and Student Publications

Objectives: Multiplex immunohistochemistry and immunofluorescence (mIHC/IF) are emerging technologies that can be used to help define complex immunophenotypes in tissue, quantify immune cell subsets, and assess the spatial arrangement of marker expression. mIHC/IF assays require concerted efforts to optimize and validate the multiplex staining protocols prior to their application on slides. The best practice guidelines for staining and validation of mIHC/IF assays across platforms were previously published by this task force. The current effort represents a complementary manuscript for mIHC/IF analysis focused on the associated image analysis and data management.

Methods: The Society for Immunotherapy of Cancer convened a task …


The C-Terminal Phdvc5hch Tandem Domain Of Nsd2 Is A Combinatorial Reader Of Modified H3k4 And Tri-Methylated H3k27 That Regulates Transcription Of Cell Adhesion Genes In Multiple Myeloma, Andrea Berardi, Charlotte Leonie Kaestner, Michela Ghitti, Giacomo Quilici, Paolo Cocomazzi, Jianping Li, Federico Ballabio, Chiara Zucchelli, Stefan Knapp, Jonathan Licht, Giovanna Musco Jan 2025

The C-Terminal Phdvc5hch Tandem Domain Of Nsd2 Is A Combinatorial Reader Of Modified H3k4 And Tri-Methylated H3k27 That Regulates Transcription Of Cell Adhesion Genes In Multiple Myeloma, Andrea Berardi, Charlotte Leonie Kaestner, Michela Ghitti, Giacomo Quilici, Paolo Cocomazzi, Jianping Li, Federico Ballabio, Chiara Zucchelli, Stefan Knapp, Jonathan Licht, Giovanna Musco

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Histone methyltransferase NSD2 (MMSET) overexpression in multiple myeloma (MM) patients plays an important role in the development of this disease subtype. Through the expansion of transcriptional activating H3K36me2 and the suppression of repressive H3K27me3 marks, NSD2 activates an aberrant set of genes that contribute to myeloma growth, adhesive and invasive activities. NSD2 transcriptional activity also depends on its non-catalytic domains, which facilitate its recruitment to chromatin through histone binding. In this study, using NMR, ITC and molecular dynamics simulations, we show that the tandem PHD domain of NSD2 (PHDVC5HCHNSD2) is a combinatorial reader of unmodified histone H3K4 and tri-methylated H3K27 …


A Regularized Bayesian Dirichlet-Multinomial Regression Model For Integrating Single-Cell-Level Omics And Patient-Level Clinical Study Data, Yanghong Guo, Lei Yu, Lei Guo, Lin Xu, Qiwei Li Jan 2025

A Regularized Bayesian Dirichlet-Multinomial Regression Model For Integrating Single-Cell-Level Omics And Patient-Level Clinical Study Data, Yanghong Guo, Lei Yu, Lei Guo, Lin Xu, Qiwei Li

Faculty, Staff and Student Publications

The abundance of various cell types can vary significantly among patients with varying phenotypes and even those with the same phenotype. Recent scientific advancements provide mounting evidence that other clinical variables, such as age, gender, and lifestyle habits, can also influence the abundance of certain cell types. However, current methods for integrating single-cell-level omics data with clinical variables are inadequate. In this study, we propose a regularized Bayesian Dirichlet-multinomial regression framework to investigate the relationship between single-cell RNA sequencing data and patient-level clinical data. Additionally, the model employs a novel hierarchical tree structure to identify such relationships at different cell-type …


Causal Models And Prediction In Cell Line Perturbation Experiments, James P Long, Yumeng Yang, Shohei Shimizu, Thong Pham, Kim-Anh Do Jan 2025

Causal Models And Prediction In Cell Line Perturbation Experiments, James P Long, Yumeng Yang, Shohei Shimizu, Thong Pham, Kim-Anh Do

Faculty, Staff and Student Publications

In cell line perturbation experiments, a collection of cells is perturbed with external agents and responses such as protein expression measured. Due to cost constraints, only a small fraction of all possible perturbations can be tested in vitro. This has led to the development of computational models that can predict cellular responses to perturbations in silico. A central challenge for these models is to predict the effect of new, previously untested perturbations that were not used in the training data. Here we propose causal structural equations for modeling how perturbations effect cells. From this model, we derive two estimators for …


Genetics And Biology Of Pancreatic Ductal Adenocarcinoma, Haoqiang Ying, Alec C Kimmelman, Nabeel Bardeesy, Raghu Kalluri, Anirban Maitra, Ronald A Depinho Jan 2025

Genetics And Biology Of Pancreatic Ductal Adenocarcinoma, Haoqiang Ying, Alec C Kimmelman, Nabeel Bardeesy, Raghu Kalluri, Anirban Maitra, Ronald A Depinho

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) poses a grim prognosis for patients. Recent multidisciplinary research efforts have provided critical insights into its genetics and tumor biology, creating the foundation for rational development of targeted and immune therapies. Here, we review the PDAC genomic landscape and the role of specific oncogenic events in tumor initiation and progression, as well as their contributions to shaping its tumor biology. We further summarize and synthesize breakthroughs in single-cell and metabolic profiling technologies that have illuminated the complex cellular composition and heterotypic interactions of the PDAC tumor microenvironment, with an emphasis on metabolic cross-talk across cancer and …