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Full-Text Articles in Biomedical Informatics

Mutation Of Smarca4 Induces Cancer Cell-Intrinsic Defects In The Enhancer Landscape And Resistance To Immunotherapy, Yawen Wang, Ismail M Meraz, Md Qudratullah, Sasikumar Kotagiri, Yanyan Han, Yuanxin Xi, Jing Wang, Kadir C Akdemir, Jack A Roth, Yonathan Lissanu Jun 2025

Mutation Of Smarca4 Induces Cancer Cell-Intrinsic Defects In The Enhancer Landscape And Resistance To Immunotherapy, Yawen Wang, Ismail M Meraz, Md Qudratullah, Sasikumar Kotagiri, Yanyan Han, Yuanxin Xi, Jing Wang, Kadir C Akdemir, Jack A Roth, Yonathan Lissanu

Faculty, Staff and Student Publications

Cancer genomic studies have identified frequent alterations in genes encoding components of the SWI/SNF chromatin remodeling complex, including SMARCA4 and ARID1A. Importantly, clinical reports indicate that SMARCA4-mutant lung cancers respond poorly to immunotherapy and have dismal prognosis. In this study, we corroborated the clinical findings by using immune-humanized, syngeneic, and genetically engineered mouse models of lung cancer harboring SMARCA4 deficiency. Specifically, models with SMARCA4 loss showed decreased response to anti-PD-1 immunotherapy associated with significantly reduced infiltration of dendritic cells and CD4+ T cells into the tumor microenvironment. SMARCA4 loss in tumor cells led to profound downregulation of STING1, IL1β, and …


Hyaluronan Network Remodeling By Zeb1 And Itih2 Enhances The Motility And Invasiveness Of Cancer Cells, Sieun Lee, Jihye Park, Seongran Cho, Eun Ju Kim, Seonyeong Oh, Younseo Lee, Sungsoo Park, Keunsoo Kang, Dong Hoon Shin, Song Yi Ko, Jonathan M Kurie, Young-Ho Ahn Jun 2025

Hyaluronan Network Remodeling By Zeb1 And Itih2 Enhances The Motility And Invasiveness Of Cancer Cells, Sieun Lee, Jihye Park, Seongran Cho, Eun Ju Kim, Seonyeong Oh, Younseo Lee, Sungsoo Park, Keunsoo Kang, Dong Hoon Shin, Song Yi Ko, Jonathan M Kurie, Young-Ho Ahn

Faculty, Staff and Student Publications

Hyaluronan (HA) in the extracellular matrix promotes epithelial-mesenchymal transition (EMT) and metastasis; however, the mechanism by which the HA network constructed by cancer cells regulates cancer progression and metastasis in the tumor microenvironment (TME) remains largely unknown. In this study, inter-α-trypsin inhibitor heavy chain 2 (ITIH2), an HA-binding protein, was confirmed to be secreted from mesenchymal-like lung cancer cells when cocultured with cancer-associated fibroblasts. ITIH2 expression is transcriptionally upregulated by the EMT-inducing transcription factor ZEB1, along with HA synthase 2 (HAS2), which positively correlates with ZEB1 expression. Depletion of ITIH2 and HAS2 reduced HA matrix formation and the migration and …


Novel Treatment-Specific Causal Biomarkers For Colorectal Cancer By Omics Integration, Akram Yazdani, Azam Yazdani, Raul Mendez-Giraldez, Gianluigi Pillonetto, Esmat Samiei, Reza Hadi, Heinz-Josef Lenz, Alan P Venook, Ahmad Samiei, Andrew B Nixon, Joseph A Lucci, Scott Kopetz, Monica M Bertagnolli, Federico Innocenti Jun 2025

Novel Treatment-Specific Causal Biomarkers For Colorectal Cancer By Omics Integration, Akram Yazdani, Azam Yazdani, Raul Mendez-Giraldez, Gianluigi Pillonetto, Esmat Samiei, Reza Hadi, Heinz-Josef Lenz, Alan P Venook, Ahmad Samiei, Andrew B Nixon, Joseph A Lucci, Scott Kopetz, Monica M Bertagnolli, Federico Innocenti

Faculty, Staff and Student Publications

While monoclonal antibody-based targeted therapies have substantially improved progression-free survival in cancer patients, the variability in individual responses poses a significant challenge in patient care. Therefore, identifying cancer subtypes and their associated biomarkers is required for assigning effective treatment. In this study, we integrated genotype and pre-treatment tissue RNA-seq data and identified biomarkers causally associated with the overall survival (OS) of colorectal cancer (CRC) patients treated with either cetuximab or bevacizumab. We performed enrichment analysis for specific consensus molecular subtypes (CMS) of CRC and evaluated differential expression of identified genes using paired tumor and normal tissue from an external cohort. …


Multicancer Early Detection Tests At A Crossroads: Commercial Availability Ahead Of Definitive Evidence, Carmen E Guerra, Jennifer Keating Litton, Carolina E Viswanath, A Mark Fendrick Jun 2025

Multicancer Early Detection Tests At A Crossroads: Commercial Availability Ahead Of Definitive Evidence, Carmen E Guerra, Jennifer Keating Litton, Carolina E Viswanath, A Mark Fendrick

Faculty, Staff and Student Publications

Multicancer early detection tests (MCEDs), sometimes referred to as liquid biopsies, are tests that can screen for multiple cancers by analyzing blood, urine, and other bodily fluids for biomarkers released by cancer cells. These tests have the potential to change the cancer screening paradigm if they are shown to reduce cancer mortality. However, it is not yet known whether MCEDs reduce mortality. Randomized controlled trials, the gold standard for evaluating cancer screening programs, are currently evaluating the effectiveness of MCEDs. However, because cancer-specific and all-cause mortality are end points that can take years to reach, trials are being designed with …


Targeted Sting Activation Using Modified Ultrasound-Responsive Microbubbles Enhances Immune Checkpoint Blockade Against Melanoma, Sina Khorsandi, Kristin Huntoon, Yifan Wang, Adam Woodward, Abin Antony, Connor Endsley, Nazia Hafeez, Jared L Edwards, Nicole Mccuen, Prasanna G Alluri, Betty Y S Kim, Wen Jiang, Jacques Lux Jun 2025

Targeted Sting Activation Using Modified Ultrasound-Responsive Microbubbles Enhances Immune Checkpoint Blockade Against Melanoma, Sina Khorsandi, Kristin Huntoon, Yifan Wang, Adam Woodward, Abin Antony, Connor Endsley, Nazia Hafeez, Jared L Edwards, Nicole Mccuen, Prasanna G Alluri, Betty Y S Kim, Wen Jiang, Jacques Lux

Faculty, Staff and Student Publications

Despite the recent successes of immune checkpoint inhibitors (ICIs) in treating advanced melanoma, durable clinical responses still remain limited. To boost immune responses, agents that target immune regulators, such as the Stimulator of Interferon Genes (STING) agonist cyclic GMP-AMP (cGAMP), are being investigated. However, their clinical translation is impeded by poor serum stability, rapid tissue clearance, and T-cell death due to off-target activation. Recently, a novel strategy termed Microbubble-assisted UltraSound-guided Immunotherapy of Cancer (MUSIC) has been reported to selectively deliver cGAMP directly into the cytosol of antigen-presenting cells with spatiotemporal control. The resulting activation of STING and downstream proinflammatory pathways …


Gsk-3484862, A Dnmt1 Degrader, Promotes Dnmt3b Expression In Lung Cancer Cells, Qin Chen, Swanand Hardikar, Kimie Kondo, Nan Dai, Ivan R Corrêa Jr, Meigen Yu, Marcos R Estecio, Xing Zhang, Taiping Chen, Xiaodong Cheng Jun 2025

Gsk-3484862, A Dnmt1 Degrader, Promotes Dnmt3b Expression In Lung Cancer Cells, Qin Chen, Swanand Hardikar, Kimie Kondo, Nan Dai, Ivan R Corrêa Jr, Meigen Yu, Marcos R Estecio, Xing Zhang, Taiping Chen, Xiaodong Cheng

Faculty, Staff and Student Publications

DNA methylation alterations, including hypermethylation and silencing of tumor suppressor genes, contribute to cancer formation and progression. The FDA-approved nucleoside analogs azacytidine and decitabine are effective demethylating agents for hematologic malignancies but their general use has been limited by their toxicity and ineffectiveness against solid tumors. GSK-3484862, a dicyanopyridine-containing, DNMT1-selective inhibitor and degrader, offers a promising lead for developing novel demethylating therapeutics. Here, we demonstrate that GSK-3484862 treatment upregulates DNMT3B expression in lung cancer cell lines (A549 and NCI-H1299). Disrupting DNMT3B in NCI-H1299 sensitizes these cells to GSK-3484862, enhancing its inhibitory effects on cell viability and growth. GSK-3484862 treatment induces …


Nlrp3 Inflammasome Activation Expands The Immunosuppressive Myeloid Stroma And Antagonizes The Therapeutic Benefit Of Sting Activation In Glioblastoma, Spencer T Lea, Chao-Hsien Chen, Jun Wei, Ivana William, Inés Lopez Del Castillo, Michael A Curran Jun 2025

Nlrp3 Inflammasome Activation Expands The Immunosuppressive Myeloid Stroma And Antagonizes The Therapeutic Benefit Of Sting Activation In Glioblastoma, Spencer T Lea, Chao-Hsien Chen, Jun Wei, Ivana William, Inés Lopez Del Castillo, Michael A Curran

Faculty, Staff and Student Publications

Glioblastoma (GBM) is the most common and deadly primary brain malignancy and is clinically refractory to immunotherapy. Active NLRP3 inflammasome signaling and IL-1β secretion have been observed in GBM, and NLRP3-driven myeloid-derived suppressor cell (MDSC) recruitment can mediate cancer immune evasion. Agonists of the cytosolic double-stranded DNA-sensing stimulator of IFN gene (STING) pathway can mediate proinflammatory conversion of cancer MDSCs; however, secretion of the NLRP3 products IL-1β and IL-18 has also been observed in certain myeloid populations following STING activation. In this study, we aimed to determine both the potential mechanistic synergy between STING and NLRP3 agonists, and the effects …


Advancing The Development Of Trip13 Inhibitors: A High-Throughput Screening Approach, Rae M Sammons, Soma Ghosh, Lacin Yapindi, Eun Jeong Cho, Faye M Johnson, Kevin N Dalby Jun 2025

Advancing The Development Of Trip13 Inhibitors: A High-Throughput Screening Approach, Rae M Sammons, Soma Ghosh, Lacin Yapindi, Eun Jeong Cho, Faye M Johnson, Kevin N Dalby

Faculty, Staff and Student Publications

TRIP13, a promising target for cancer therapy, has been identified as a key regulator of the mitotic checkpoint. Overexpression of TRIP13 is associated with poor clinical outcomes in various cancers. Inhibition of TRIP13 has the potential to address therapeutic challenges in cancer, particularly in therapy-resistant and Rb-deficient cancers. Despite the potential therapeutic benefits of TRIP13 inhibition, the development of TRIP13 inhibitors has been hindered by the lack of a robust high-throughput screening (HTS) assay. We developed a luminescence-based biochemical assay for TRIP13 activity to address this challenge using the ADP-Glo detection system. This assay offers high sensitivity, low background signal, …


Heterozygous Kmt2d Loss Diminishes Enhancers To Render Medulloblastoma Cells Vulnerable To Combinatory Inhibition Of Lsd1 And Oxphos, Shilpa S Dhar, Calena Brown, Ali Rizvi, Lauren Reed, Sivareddy Kotla, Constantin Zod, Janak Abraham, Jun-Ichi Abe, Veena Rajaram, Kaifu Chen, Min Gyu Lee May 2025

Heterozygous Kmt2d Loss Diminishes Enhancers To Render Medulloblastoma Cells Vulnerable To Combinatory Inhibition Of Lsd1 And Oxphos, Shilpa S Dhar, Calena Brown, Ali Rizvi, Lauren Reed, Sivareddy Kotla, Constantin Zod, Janak Abraham, Jun-Ichi Abe, Veena Rajaram, Kaifu Chen, Min Gyu Lee

Faculty, Staff and Student Publications

The histone H3 lysine 4 (H3K4) methyltransferase KMT2D (also called MLL4) is one of the most frequently mutated epigenetic modifiers in many cancers, including medulloblastoma (MB). Notably, heterozygous KMT2D loss frequently occurs in MB and other cancers. However, its oncogenic role remains largely uncharacterized. Here, we show that heterozygous Kmt2d loss in murine cerebellar regions promotes MB genesis driven by heterozygous loss of the MB-suppressor gene Ptch via the upregulation of tumor-promoting programs (e.g., oxidative phosphorylation [OXPHOS]). Downregulation of the transcription-repressive tumor suppressor NCOR2 by heterozygous Kmt2d loss, along with Ptch


In Vivo Crispr Activation Screen Identifies Acyl-Coa-Binding Protein As A Driver Of Bone Metastasis, Hongqi Teng, Qinglei Hang, Caishang Zheng, Yuelong Yan, Shaomin Liu, Yang Zhao, Yalan Deng, Litong Nie, Weiche Wu, Marisela Sheldon, Zachary Yu, Wei Shi, Jianxuan Gao, Chenling Meng, Consuelo Martinez, Jie Zhang, Fan Yao, Yutong Sun, Di Zhao, Boyi Gan, Tong Meng, Li Ma May 2025

In Vivo Crispr Activation Screen Identifies Acyl-Coa-Binding Protein As A Driver Of Bone Metastasis, Hongqi Teng, Qinglei Hang, Caishang Zheng, Yuelong Yan, Shaomin Liu, Yang Zhao, Yalan Deng, Litong Nie, Weiche Wu, Marisela Sheldon, Zachary Yu, Wei Shi, Jianxuan Gao, Chenling Meng, Consuelo Martinez, Jie Zhang, Fan Yao, Yutong Sun, Di Zhao, Boyi Gan, Tong Meng, Li Ma

Faculty, Staff and Student Publications

One of the most common sites of cancer metastasis is to the bone. Bone metastasis is associated with substantial morbidity and mortality, and current therapeutic interventions remain largely palliative. Metastasizing tumor cells need to reprogram their metabolic states to adapt to the nutrient environment of distant organs; however, the role and translational relevance of lipid metabolism in bone metastasis remain unclear. Here, we used an in vivo CRISPR activation screening system coupled with positive selection to identify acyl-coenzyme A (CoA) binding protein (ACBP) as a bone metastasis driver. In nonmetastatic and weakly metastatic cancer cells, overexpression of wild-type ACBP, but …


Simultaneous Targeting Of Tumor Cells And Tumor-Associated Macrophages To Reprogram Glioblastoma Using Trypsinized Extracellular Vesicles Carrying Tumor Suppressive Microrna, Grace H Nguyen, Minhye Noh, Jin Muk Kang, Alexandra A Miller, Minxin Huang, Jiyeon Kim, Jeong-Yeon Lee, Sangwoon Chung, Hongyu Wang, George A Calin, Cynthia Ju, Holger K Eltzschig, Yeshavanth Banasavadi-Siddegowda, Zhongming Zhao, Ji Young Yoo, Tae Jin Lee May 2025

Simultaneous Targeting Of Tumor Cells And Tumor-Associated Macrophages To Reprogram Glioblastoma Using Trypsinized Extracellular Vesicles Carrying Tumor Suppressive Microrna, Grace H Nguyen, Minhye Noh, Jin Muk Kang, Alexandra A Miller, Minxin Huang, Jiyeon Kim, Jeong-Yeon Lee, Sangwoon Chung, Hongyu Wang, George A Calin, Cynthia Ju, Holger K Eltzschig, Yeshavanth Banasavadi-Siddegowda, Zhongming Zhao, Ji Young Yoo, Tae Jin Lee

Faculty, Staff and Student Publications

Glioblastoma (GBM) remains difficult to treat due to poor drug delivery across the blood-brain barrier and an immunosuppressive tumor microenvironment (TME). Tumor-suppressive microRNAs (miRNAs) offer a promising strategy to reprogram both tumor cells and the TME, but inefficient delivery systems limit their clinical application. We previously reported that tumor-suppressive miR-138 regresses tumor growth in preclinical GBM models. Here, we demonstrate that trypsin digestion of extracellular vesicles (EVs) enhances labeling efficiency with folate (FA), enhancing selective targeting of folate receptor (FR)-positive GBM cells and enabling simultaneous targeting of tumor-associated macrophages (TAMs). FA-labeled trypsinized EVs (tEVs) loaded with miR-138 inhibit tumor growth, …


Histone Methyltransferase Ash1l Primes Metastases And Metabolic Reprogramming Of Macrophages In The Bone Niche, Chenling Meng, Kevin Lin, Wei Shi, Hongqi Teng, Xinhai Wan, Anna Debruine, Yin Wang, Xin Liang, Javier Leo, Feiyu Chen, Qianlin Gu, Jie Zhang, Vivien Van, Kiersten L Maldonado, Boyi Gan, Li Ma, Yue Lu, Di Zhao May 2025

Histone Methyltransferase Ash1l Primes Metastases And Metabolic Reprogramming Of Macrophages In The Bone Niche, Chenling Meng, Kevin Lin, Wei Shi, Hongqi Teng, Xinhai Wan, Anna Debruine, Yin Wang, Xin Liang, Javier Leo, Feiyu Chen, Qianlin Gu, Jie Zhang, Vivien Van, Kiersten L Maldonado, Boyi Gan, Li Ma, Yue Lu, Di Zhao

Faculty, Staff and Student Publications

Bone metastasis is a major cause of cancer death; however, the epigenetic determinants driving this process remain elusive. Here, we report that histone methyltransferase ASH1L is genetically amplified and is required for bone metastasis in men with prostate cancer. ASH1L rewires histone methylations and cooperates with HIF-1α to induce pro-metastatic transcriptome in invading cancer cells, resulting in monocyte differentiation into lipid-associated macrophage (LA-TAM) and enhancing their pro-tumoral phenotype in the metastatic bone niche. We identified IGF-2 as a direct target of ASH1L/HIF-1α and mediates LA-TAMs' differentiation and phenotypic changes by reprogramming oxidative phosphorylation. Pharmacologic inhibition of the ASH1L-HIF-1α-macrophages axis elicits …


Discovery Of Novel, Potent, And Orally Bioavailable Smarca2 Proteolysis-Targeting Chimeras With Synergistic Antitumor Activity In Combination With Kirsten Rat Sarcoma Viral Oncogene Homologue G12c Inhibitors, Sasikumar Kotagiri, Yawen Wang, Yanyan Han, Xiaobing Liang, Nicholas Blazanin, Hira Mazhar, Manu Sebastian, Phuong Kieu Nguyen, Yongying Jiang, Yonathan Lissanu May 2025

Discovery Of Novel, Potent, And Orally Bioavailable Smarca2 Proteolysis-Targeting Chimeras With Synergistic Antitumor Activity In Combination With Kirsten Rat Sarcoma Viral Oncogene Homologue G12c Inhibitors, Sasikumar Kotagiri, Yawen Wang, Yanyan Han, Xiaobing Liang, Nicholas Blazanin, Hira Mazhar, Manu Sebastian, Phuong Kieu Nguyen, Yongying Jiang, Yonathan Lissanu

Faculty, Staff and Student Publications

Cancer genomic studies have identified frequent mutations in subunits of the SWI/SNF chromatin remodeling complex, including SMARCA4 in nonsmall cell lung cancer with a frequency of up to 33% in advanced-stage disease, making it the most frequently mutated complex. We and others have identified SMARCA2 to be synthetic lethal to SMARCA4, indicating that SMARCA2 is a high-value therapeutic target. Here, we disclose the discovery and characterization of potent, selective, and orally bioavailable cereblon-based SMARCA2 PROTACs. Biochemically, we showed that YDR1 and YD54 are potent SMARCA2 degraders. Further, we showed the antitumor growth inhibitory activity of YDR1 and YD54 in SMARCA4 …


Axl Promotes Inflammatory Breast Cancer Progression By Regulating Immunosuppressive Macrophage Polarization, Lan T H Phi, Yating Cheng, Yohei Funakoshi, Francois Bertucci, Pascal Finetti, Steven J Van Laere, Fang Zou, James P Long, Suguru Ogata, Savitri Krishnamurthy, James M Reuben, Jason M Foulks, Steven L Warner, Jennifer M Rosenbluth, Anil K Sood, Debu Tripathy, Naoto T Ueno, Xiaoping Wang May 2025

Axl Promotes Inflammatory Breast Cancer Progression By Regulating Immunosuppressive Macrophage Polarization, Lan T H Phi, Yating Cheng, Yohei Funakoshi, Francois Bertucci, Pascal Finetti, Steven J Van Laere, Fang Zou, James P Long, Suguru Ogata, Savitri Krishnamurthy, James M Reuben, Jason M Foulks, Steven L Warner, Jennifer M Rosenbluth, Anil K Sood, Debu Tripathy, Naoto T Ueno, Xiaoping Wang

Faculty, Staff and Student Publications

Background: Tumor-associated macrophages (TAMs) are key promoters of inflammatory breast cancer (IBC), the most aggressive form of breast cancer. The receptor tyrosine kinase AXL is highly expressed in various cancer types, including IBC, but its role in TAMs remains unexplored.

Methods: We examined the effects of AXL inhibitor TP-0903 on tumor growth and tumor microenvironment (TME) component M2 macrophages (CD206+) in IBC and triple-negative breast cancer mouse models using flow cytometry and immunohistochemical staining. Additionally, we knocked out AXL expression in human THP-1 monocytes and evaluated the effect of AXL signaling on immunosuppressive M2 macrophage polarization and IBC cell growth …


Longitudinal Profiling Of Circulating Tumor Dna Reveals The Evolutionary Dynamics Of Metastatic Prostate Cancer During Serial Therapy, Yuehui Zhao, Naveen Ramesh, Ping Xu, Emi Sei, Min Hu, Shanshan Bai, Patricia Troncoso, Ana M Aparicio, Christopher J Logothetis, Paul G Corn, Nicholas E Navin, Amado J Zurita May 2025

Longitudinal Profiling Of Circulating Tumor Dna Reveals The Evolutionary Dynamics Of Metastatic Prostate Cancer During Serial Therapy, Yuehui Zhao, Naveen Ramesh, Ping Xu, Emi Sei, Min Hu, Shanshan Bai, Patricia Troncoso, Ana M Aparicio, Christopher J Logothetis, Paul G Corn, Nicholas E Navin, Amado J Zurita

Faculty, Staff and Student Publications

Treatment decisions in metastatic castration-resistant prostate cancer are mostly guided by clinical variables, but efforts to molecularly monitor the disease remain hampered by challenges in acquiring tumor tissue repeatedly. In this study, we simultaneously profiled the genome copy number and exome in longitudinal plasma circulating tumor DNA (ctDNA) acquired before, during, and upon progression to serial treatments with androgen signaling inhibitors and taxane chemotherapy from 60 patients with metastatic castration-resistant prostate cancer (2-10 samples per patient). The genomic data were used to delineate the clonal substructure and evolutionary dynamics of each patient, and an evolutionary dynamic index was developed to …


Genomic Characterization Of High-Grade Serous Ovarian Carcinoma Reveals Distinct Somatic Features In Black Individuals, Katherine A Lawson-Michod, Jeffrey R Marks, Lindsay J Collin, David A Nix, Natalie R Davidson, Chad D Huff, Yao Yu, Aaron Atkinson, Courtney E Johnson, Lucas A Salas, Lauren C Peres, Casey S Greene, Joellen M Schildkraut, Jennifer A Doherty May 2025

Genomic Characterization Of High-Grade Serous Ovarian Carcinoma Reveals Distinct Somatic Features In Black Individuals, Katherine A Lawson-Michod, Jeffrey R Marks, Lindsay J Collin, David A Nix, Natalie R Davidson, Chad D Huff, Yao Yu, Aaron Atkinson, Courtney E Johnson, Lucas A Salas, Lauren C Peres, Casey S Greene, Joellen M Schildkraut, Jennifer A Doherty

Faculty, Staff and Student Publications

Black individuals experience worse survival after a diagnosis of high-grade serous ovarian carcinoma (HGSC) than White individuals and are underrepresented in ovarian cancer research. To date, the understanding of the molecular and genomic heterogeneity of HGSC is based primarily on the evaluation of tumors from White individuals. In the present study, we performed whole-exome sequencing on HGSC samples from 211 Black patients to identify significantly mutated genes and characterize mutational signatures, assessing their distributions by gene expression subtypes. The occurrence and frequency of somatic mutations and signatures by self-reported race were compared with historic data from The Cancer Genome Atlas …


Phase Ii Trial Of Atezolizumab And Bevacizumab For Treatment Of Hpv-Positive Unresectable Or Metastatic Squamous Cell Carcinoma Of The Anal Canal, Van K Morris, Suyu Liu, Kangyu Lin, Haifeng Zhu, Seema Prasad, Armeen Mahvash, Priya Bhosale, Baohua Sun, Edwin R Parra, Ignacio Wistuba, Arjun Peddireddy, James Yao, Julia Mendoza-Perez, Mark Knafl, Scott E Woodman, Cathy Eng, Daniel Halperin May 2025

Phase Ii Trial Of Atezolizumab And Bevacizumab For Treatment Of Hpv-Positive Unresectable Or Metastatic Squamous Cell Carcinoma Of The Anal Canal, Van K Morris, Suyu Liu, Kangyu Lin, Haifeng Zhu, Seema Prasad, Armeen Mahvash, Priya Bhosale, Baohua Sun, Edwin R Parra, Ignacio Wistuba, Arjun Peddireddy, James Yao, Julia Mendoza-Perez, Mark Knafl, Scott E Woodman, Cathy Eng, Daniel Halperin

Faculty, Staff and Student Publications

Purpose: Anti-PD-L1 antibodies are associated with responses in < 25% of patients with metastatic human papillomavirus-associated malignancies. VEGF signaling causes immune evasion and immune suppression within the tumor. We evaluated the anti-PD-L1 antibody atezolizumab and anti-VEGF antibody bevacizumab for patients with unresectable, advanced anal cancer.

Patients and methods: For this phase II study, participants with previously treated, immunotherapy-naïve anal cancer received atezolizumab (1,200 mg) and bevacizumab (15 mg/kg) intravenously every 21 days. Responses were evaluated every 9 weeks (RECIST version 1.1). The primary endpoint was the best radiographic response. Median survival was estimated by Kaplan-Meier and compared for selected biomarkers (including paired pre- and on-treatment biopsies) using a log-rank test.

Results: Among 20 participants, the overall response rate was 11% [95% confidence interval (CI): 1.2-32]. Median progression-free survival and overall survival were 4.1 months (95% CI, 2.6-not …


Chd1 Loss Reprograms Srebp2-Driven Cholesterol Synthesis To Fuel Androgen-Responsive Growth And Castration Resistance In Spop-Mutated Prostate Tumors, Feiyu Chen, Haoyan Li, Yin Wang, Ximing Tang, Kevin Lin, Qidong Li, Chenling Meng, Wei Shi, Javier Leo, Xin Liang, Jie Zhang, Vivien Van, Iqbal Mahmud, Bo Wei, Philip L Lorenzi, Maria G Raso, Ana Aparicio, Yue Lu, Daniel E Frigo, Boyi Gan, Di Zhao May 2025

Chd1 Loss Reprograms Srebp2-Driven Cholesterol Synthesis To Fuel Androgen-Responsive Growth And Castration Resistance In Spop-Mutated Prostate Tumors, Feiyu Chen, Haoyan Li, Yin Wang, Ximing Tang, Kevin Lin, Qidong Li, Chenling Meng, Wei Shi, Javier Leo, Xin Liang, Jie Zhang, Vivien Van, Iqbal Mahmud, Bo Wei, Philip L Lorenzi, Maria G Raso, Ana Aparicio, Yue Lu, Daniel E Frigo, Boyi Gan, Di Zhao

Faculty, Staff and Student Publications

Despite undergoing castration, most individuals with prostate cancer (PCa) experience progression to castration-resistant PCa (CRPC), in which the androgen receptor (AR) remains an important driver. Concurrent genetic alterations in SPOP and CHD1 define a unique subtype of PCa, but their interactions in tumor progression and therapy response remain unclear. Here, we provide genetic evidence supporting that CHD1 loss accelerates disease progression and confers resistance to castration in males with SPOP-mutated PCa. By leveraging genetic engineering and multiomics, we uncovered a noncanonical function of CHD1 in lipid metabolism reprogramming via repressing the SREBP2 transcriptome. Loss of CHD1 induces cholesterol production, supplies …


A Biomarker Signature-Guided Clinical Trial Design For Precision Medicine, Yuan Li, Dejian Lai, Ruosha Li, Han Chen, Xuelin Huang, Jing Ning May 2025

A Biomarker Signature-Guided Clinical Trial Design For Precision Medicine, Yuan Li, Dejian Lai, Ruosha Li, Han Chen, Xuelin Huang, Jing Ning

Faculty, Staff and Student Publications

Targeted cancer therapies aim to effectively treat patients with specific biomarker profiles. Nevertheless, these therapies may not always precisely hit their intended targets, leading to uncertainty about the specific subset of patients who will benefit. To address this uncertainty, the identification of sensitive patient subsets in clinical trials becomes crucial. Our proposed phase IIB/III clinical trial design seeks to pinpoint a biomarker signature with precision, ensuring the accurate identification of patients who will respond to a specific treatment. This approach allows for the selective enrollment of sensitive patients to maximize benefits for trial participants. We incorporate Bayesian methodology to facilitate …


Acute Brcaness Induction And Ar Pathway Blockage Through Cdk12/7/9 Degradation Enhances Parp Inhibitor Sensitivity In Prostate Cancer, Fu Gui, Baishan Jiang, Jie Jiang, Zhixiang He, Takuya Tsujino, Tomoaki Takai, Seiji Arai, Celine Pana, Jens Köllermann, Gary Andrew Bradshaw, Robyn Eisert, Marian Kalocsay, Anne Fassl, Steven P Balk, Adam S Kibel, Li Jia Apr 2025

Acute Brcaness Induction And Ar Pathway Blockage Through Cdk12/7/9 Degradation Enhances Parp Inhibitor Sensitivity In Prostate Cancer, Fu Gui, Baishan Jiang, Jie Jiang, Zhixiang He, Takuya Tsujino, Tomoaki Takai, Seiji Arai, Celine Pana, Jens Köllermann, Gary Andrew Bradshaw, Robyn Eisert, Marian Kalocsay, Anne Fassl, Steven P Balk, Adam S Kibel, Li Jia

Faculty, Staff and Student Publications

Current treatments for advanced prostate cancer (PCa) primarily target the androgen receptor (AR) pathway. However, the emergence of castration-resistant prostate cancer (CRPC) and resistance to AR pathway inhibitors (APPIs) remains ongoing challenges. Here, we present BSJ-5-63, a proteolysis-targeting chimera (PROTAC) targeting cyclin-dependent kinases (CDKs) CDK12, CDK7, and CDK9, offering a multipronged approach to CRPC therapy. BSJ-5-63 degrades CDK12, diminishing BRCA1 and BRCA2 expression and inducing a sustained "BRCAness" state. This sensitizes cancer cells to PARP inhibitors (PARPis) regardless of their homologous recombination repair (HRR) status. Furthermore, CDK7 and CDK9 degradation attenuates AR signaling, enhancing its therapeutic efficacy. Preclinical studies, including …


Idh Status Dictates Ohsv Mediated Metabolic Reprogramming Affecting Anti-Tumor Immunity, Upasana Sahu, Matthew P Mullarkey, Sara A Murphy, Joshua C Anderson, Vasanta Putluri, Abu Hena Mostafa Kamal, Jun Hyoung Park, Tae Jin Lee, Alexander L Ling, Benny A Kaipparettu, Ashok Sharma, Nagireddy Putluri, Pamela L Wenzel, Christopher D Willey, E Antonio Chiocca, James M Markert, Balveen Kaur Apr 2025

Idh Status Dictates Ohsv Mediated Metabolic Reprogramming Affecting Anti-Tumor Immunity, Upasana Sahu, Matthew P Mullarkey, Sara A Murphy, Joshua C Anderson, Vasanta Putluri, Abu Hena Mostafa Kamal, Jun Hyoung Park, Tae Jin Lee, Alexander L Ling, Benny A Kaipparettu, Ashok Sharma, Nagireddy Putluri, Pamela L Wenzel, Christopher D Willey, E Antonio Chiocca, James M Markert, Balveen Kaur

Faculty, Staff and Student Publications

Identification of isocitrate dehydrogenase (IDH) mutations has uncovered the crucial role of metabolism in gliomagenesis. Oncolytic herpes virus (oHSV) initiates direct tumor debulking by tumor lysis and activates anti-tumor immunity, however, little is known about the role of glioma metabolism in determining oHSV efficacy. Here we identify that oHSV rewires central carbon metabolism increasing glucose utilization towards oxidative phosphorylation and shuttling glutamine towards reductive carboxylation in IDH wildtype glioma. The switch in metabolism results in increased lipid synthesis and cellular ROS. PKC induces ACSL4 in oHSV treated cells leading to lipid peroxidation and ferroptosis. Ferroptosis is critical to launch an …


Rnase1-Driven Alk-Activation Is An Oncogenic Driver And Therapeutic Target In Non-Small Cell Lung Cancer, Zhengyu Zha, Chunxiao Liu, Meisi Yan, Cong Chen, Cheng Yu, Yaohui Chen, Chenhao Zhou, Lu Li, Yi-Chuan Li, Hiro Yamaguchi, Leiguang Ye, Tong Liu, Ying-Nai Wang, Heng-Huan Lee, Wen-Hao Yang, Li-Chuan Chan, Baozhen Ke, Jennifer L Hsu, Lieming Ding, Dong Ji, Peng Pan, Yiran Meng, Yue Pu, Lunxu Liu, Mien-Chie Hung Apr 2025

Rnase1-Driven Alk-Activation Is An Oncogenic Driver And Therapeutic Target In Non-Small Cell Lung Cancer, Zhengyu Zha, Chunxiao Liu, Meisi Yan, Cong Chen, Cheng Yu, Yaohui Chen, Chenhao Zhou, Lu Li, Yi-Chuan Li, Hiro Yamaguchi, Leiguang Ye, Tong Liu, Ying-Nai Wang, Heng-Huan Lee, Wen-Hao Yang, Li-Chuan Chan, Baozhen Ke, Jennifer L Hsu, Lieming Ding, Dong Ji, Peng Pan, Yiran Meng, Yue Pu, Lunxu Liu, Mien-Chie Hung

Faculty, Staff and Student Publications

Targeted therapy has achieved significant success in the treatment of non-small cell lung cancer (NSCLC), particularly in patients harboring common oncogenic driver mutations such as EGFR, KRAS, and ALK rearrangement. However, ~35-50% of NSCLC patients without tyrosine kinase mutation or rearrangement (non-mutated) cannot benefit from these targeted treatments, highlighting the urgent need for novel therapeutic strategies for this patient population. In this study, we report a non-canonical role of human secretory ribonuclease 1 (RNase1), which binds to and activates wild-type ALK in lung cancer cells, thereby triggering its downstream signaling pathway. RNase1-driven ALK-activation (RDAA) cells exhibit enhanced cell proliferation, migration, …


Results Of The Phase I/Ii Study And Preliminary B-Cell Gene Signature Of Combined Inhibition Of Glutamine Metabolism And Egfr In Colorectal Cancer, Kristen K Ciombor, Seong-Woo Bae, Jennifer G Whisenant, Gregory D Ayers, Quanhu Sheng, Todd E Peterson, Gary T Smith, Kangyu Lin, Saikat Chowdhury, Preeti Kanikarla Marie, Alexey Sorokin, Allison S Cohen, Laura W Goff, Dana B Cardin, John Paul Shen, Scott Kopetz, Cathy Eng, Yu Shyr, Jordan Berlin, H Charles Manning Apr 2025

Results Of The Phase I/Ii Study And Preliminary B-Cell Gene Signature Of Combined Inhibition Of Glutamine Metabolism And Egfr In Colorectal Cancer, Kristen K Ciombor, Seong-Woo Bae, Jennifer G Whisenant, Gregory D Ayers, Quanhu Sheng, Todd E Peterson, Gary T Smith, Kangyu Lin, Saikat Chowdhury, Preeti Kanikarla Marie, Alexey Sorokin, Allison S Cohen, Laura W Goff, Dana B Cardin, John Paul Shen, Scott Kopetz, Cathy Eng, Yu Shyr, Jordan Berlin, H Charles Manning

Faculty, Staff and Student Publications

Purpose: EGFR-targeting mAbs are essential for managing rat sarcoma virus wild-type metastatic colorectal cancer (mCRC), but their limited efficacy necessitates exploring immunologic and metabolic factors influencing response. This study evaluated glutamine metabolism targeting with EGFR inhibition to identify response biomarkers in patients with prior anti-EGFR treatment progression.

Patients and methods: We conducted a phase I/II trial in patients with KRAS wild-type mCRC, combining panitumumab (6 mg/kg) and CB-839 (600 mg/kg or 800 mg/kg), hypothesizing that the dual inhibition of glutamine metabolism and MAPK signaling would enhance outcomes. As study correlatives, we investigated the B-cell activation signature "B-score" and glutamine PET …


Tobacco Smoke Exposure Is A Driver Of Altered Oxidative Stress Response And Immunity In Head And Neck Cancer, Yang Li, Pedram Yadollahi, Fonma N Essien, Vasanta Putluri, Chandra Shekar R Ambati, Karthik Reddy Kami Reddy, Abu Hena Mostafa Kamal, Nagireddy Putluri, Lama M Abdurrahman, Maria E Ruiz Echartea, Keenan J Ernste, Akshar J Trivedi, Jonathan Vazquez-Perez, William H Hudson, William K Decker, Rutulkumar Patel, Abdullah A Osman, Farrah Kheradmand, Stephen Y Lai, Jeffrey N Myers, Heath D Skinner, Cristian Coarfa, Kwangwon Lee, Antrix Jain, Anna Malovannaya, Mitchell J Frederick, Vlad C Sandulache Apr 2025

Tobacco Smoke Exposure Is A Driver Of Altered Oxidative Stress Response And Immunity In Head And Neck Cancer, Yang Li, Pedram Yadollahi, Fonma N Essien, Vasanta Putluri, Chandra Shekar R Ambati, Karthik Reddy Kami Reddy, Abu Hena Mostafa Kamal, Nagireddy Putluri, Lama M Abdurrahman, Maria E Ruiz Echartea, Keenan J Ernste, Akshar J Trivedi, Jonathan Vazquez-Perez, William H Hudson, William K Decker, Rutulkumar Patel, Abdullah A Osman, Farrah Kheradmand, Stephen Y Lai, Jeffrey N Myers, Heath D Skinner, Cristian Coarfa, Kwangwon Lee, Antrix Jain, Anna Malovannaya, Mitchell J Frederick, Vlad C Sandulache

Faculty, Staff and Student Publications

Background: Exposomes are critical drivers of carcinogenesis. However, how they modulate tumor behavior remains unclear. Extensive clinical data show cigarette smoke to be a key exposome that promotes aggressive tumors, higher rates of metastasis, reduced response to chemoradiotherapy, and suppressed anti-tumor immunity. We sought to determine whether smoke itself can modulate aggressive tumor behavior in head and neck squamous cell carcinoma (HNSCC) through reprogramming of the cellular reductive state.

Methods: Using established human and murine HNSCC cell lines and syngeneic mouse models, we utilized conventional western blotting, steady state and flux metabolomics, RNA sequencing, quantitative proteomics and flow cytometry to …


Prdm1 Is A Key Regulator Of The Nkt-Cell Central Memory Program And Effector Function, Gengwen Tian, Gabriel A Barragan, Hangjin Yu, Claudia Martinez-Amador, Akshaya Adaikkalavan, Xavier Rios, Linjie Guo, Janice M Drabek, Osmay Pardias, Xin Xu, Antonino Montalbano, Chunchao Zhang, Yanchuan Li, Amy N Courtney, Erica J Di Pierro, Leonid S Metelitsa Apr 2025

Prdm1 Is A Key Regulator Of The Nkt-Cell Central Memory Program And Effector Function, Gengwen Tian, Gabriel A Barragan, Hangjin Yu, Claudia Martinez-Amador, Akshaya Adaikkalavan, Xavier Rios, Linjie Guo, Janice M Drabek, Osmay Pardias, Xin Xu, Antonino Montalbano, Chunchao Zhang, Yanchuan Li, Amy N Courtney, Erica J Di Pierro, Leonid S Metelitsa

Faculty, Staff and Students Publications

Natural killer T cells (NKTs) are a promising platform for cancer immunotherapy, but few genes involved in the regulation of NKT therapeutic activity have been identified. To find regulators of NKT functional fitness, we developed a CRISPR/Cas9-based mutagenesis screen that uses a guide RNA (gRNA) library targeting 1,118 immune-related genes. Unmodified NKTs and NKTs expressing a GD2-specific chimeric antigen receptor (GD2.CAR) were transduced with the gRNA library and exposed to CD1d+ leukemia or CD1d-GD2+ neuroblastoma cells, respectively, over six challenge cycles in vitro. Quantification of gRNA abundance revealed enrichment of PRDM1-specific gRNAs in both NKTs and GD2.CAR NKTs, a result …


Immunotherapy Targeting A Leader Sequence Cathepsin G-Derived Peptide, Chunhua Shi, Ze Tian, Jun Yan, Mao Zhang, Pariya Sukhumalchandra, Edward Chang, Guojun Yang, Junping You, Meng Cui, Qing Shi, Celine Kerros, Anne Philips, Na Qiao, Hiroki Torikai, Sathvik Patchametla, Anna Sergeeva, Lisa St John, Helen He, Dmitri Wiederschain, Benjamin H Lee, Geraldine L C Paulus, Dongxing Zha, Jeffrey Molldrem, Gheath Alatrash Apr 2025

Immunotherapy Targeting A Leader Sequence Cathepsin G-Derived Peptide, Chunhua Shi, Ze Tian, Jun Yan, Mao Zhang, Pariya Sukhumalchandra, Edward Chang, Guojun Yang, Junping You, Meng Cui, Qing Shi, Celine Kerros, Anne Philips, Na Qiao, Hiroki Torikai, Sathvik Patchametla, Anna Sergeeva, Lisa St John, Helen He, Dmitri Wiederschain, Benjamin H Lee, Geraldine L C Paulus, Dongxing Zha, Jeffrey Molldrem, Gheath Alatrash

Faculty, Staff and Student Publications

Myeloid azurophil granules provide a rich source of intracellular leukemia antigens. Cathepsin G (CG) is a serine protease that has higher expression in acute myeloid leukemia (AML) blasts in comparison to normal myeloid progenitors. Based on the unique biology of HLA-A*0201 (HLA-A2), in which presentation of leader sequence (LS)-derived peptides is favored, we focused on the LS-CG-derived peptide CG1 (FLLPTGAEA). We previously detected CG1/HLA-A2 complexes on the surface of primary HLA-A2+ AML blasts and cell lines, and immunity targeting CG1/HLA-A2 in leukemia patients. T cell receptor (TCR)-mimic (m) antibodies are immunotherapeutic antibodies that target peptide-HLA (pHLA) complexes. Here we report …


Nicotinic Acetylcholine Receptor Expression In Merkel Cell Carcinoma Is Associated With Clinical And Histopathologic Parameters, Christopher R Cunningham, Yiannis P Dimopoulos, Ian M García-Quiñones, Denái R Milton, Manuel Delgado-Vélez, Woo Cheal Cho, Victor G Prieto, José A Lasalde-Dominicci, Leomar Y Ballester, Phyu P Aung Apr 2025

Nicotinic Acetylcholine Receptor Expression In Merkel Cell Carcinoma Is Associated With Clinical And Histopathologic Parameters, Christopher R Cunningham, Yiannis P Dimopoulos, Ian M García-Quiñones, Denái R Milton, Manuel Delgado-Vélez, Woo Cheal Cho, Victor G Prieto, José A Lasalde-Dominicci, Leomar Y Ballester, Phyu P Aung

Faculty, Staff and Student Publications

Background: Merkel cell carcinoma (MCC) is a rare, aggressive cutaneous malignancy with neuroendocrine differentiation. Several molecular pathways have been implicated in MCC development and multiple cell-of-origin candidates have been proposed, including neural crest cells, which express acetylcholine receptors (AChRs). The role of nicotinic acetylcholine receptors (nAChRs) in MCC has not been explored. In this study, we investigated if MCC expresses nAChRs and if nAChR expression correlates with patient characteristics.

Methods: The study included 71 MCC cases diagnosed with sufficient tissue available to perform immunohistochemical analysis. The median follow-up was 29.8 months (range, 2.7-234.1). We performed immunohistochemistry using antibodies against the …


Nicotinic Acetylcholine Receptor Expression In Merkel Cell Carcinoma Is Associated With Clinical And Histopathologic Parameters, Christopher R Cunningham, Yiannis P Dimopoulos, Ian M García-Quiñones, Denái R Milton, Manuel Delgado-Vélez, Woo Cheal Cho, Victor G Prieto, José A Lasalde-Dominicci, Leomar Y Ballester, Phyu P Aung Apr 2025

Nicotinic Acetylcholine Receptor Expression In Merkel Cell Carcinoma Is Associated With Clinical And Histopathologic Parameters, Christopher R Cunningham, Yiannis P Dimopoulos, Ian M García-Quiñones, Denái R Milton, Manuel Delgado-Vélez, Woo Cheal Cho, Victor G Prieto, José A Lasalde-Dominicci, Leomar Y Ballester, Phyu P Aung

Faculty, Staff and Student Publications

Background: Merkel cell carcinoma (MCC) is a rare, aggressive cutaneous malignancy with neuroendocrine differentiation. Several molecular pathways have been implicated in MCC development and multiple cell-of-origin candidates have been proposed, including neural crest cells, which express acetylcholine receptors (AChRs). The role of nicotinic acetylcholine receptors (nAChRs) in MCC has not been explored. In this study, we investigated if MCC expresses nAChRs and if nAChR expression correlates with patient characteristics.

Methods: The study included 71 MCC cases diagnosed with sufficient tissue available to perform immunohistochemical analysis. The median follow-up was 29.8 months (range, 2.7-234.1). We performed immunohistochemistry using antibodies against the …


Adoptively Transferred Tumor-Specific Il-9-Producing Cytotoxic Cd8+ T Cells Activate Host Cd4+ T Cells To Control Tumors With Antigen Loss, Liuling Xiao, Rui Duan, Wendao Liu, Chuanchao Zhang, Xingzhe Ma, Miao Xian, Qiang Wang, Qi Guo, Wei Xiong, Pan Su, Lingqun Ye, Yabo Li, Ling Zhong, Jianfei Qian, Yong Lu, Zhongming Zhao, Qing Yi Apr 2025

Adoptively Transferred Tumor-Specific Il-9-Producing Cytotoxic Cd8+ T Cells Activate Host Cd4+ T Cells To Control Tumors With Antigen Loss, Liuling Xiao, Rui Duan, Wendao Liu, Chuanchao Zhang, Xingzhe Ma, Miao Xian, Qiang Wang, Qi Guo, Wei Xiong, Pan Su, Lingqun Ye, Yabo Li, Ling Zhong, Jianfei Qian, Yong Lu, Zhongming Zhao, Qing Yi

Faculty, Staff and Student Publications

Host effector CD4+ T cells emerge as critical mediators for tumor regression but whether they can be activated by adoptively transferred CD8+ T cells remains unknown. We previously reported that adoptive transfer of interleukin 9 (IL-9)-producing cytotoxic CD8+ T (Tc9) cells achieved long-term control of tumor growth. Here, we demonstrate that murine tumor-specific Tc9 cells control the outgrowth of antigen-loss relapsed tumors by recruiting and activating host effector CD4+ T cells. Tc9 cells secreted IL-24 and recruited CCR7-expressing conventional type 2 dendritic cells (cDC2 cells) into tumor-draining lymph nodes to prime host CD4+ T cells against relapsed tumors. Host CD4+ …


Lysyl Hydroxylase 2 Glucosylates Collagen Vi To Drive Lung Cancer Progression, Shike Wang, Houfu Guo, Reo Fukushima, Masahiko Terajima, Min Liu, Guan-Yu Xiao, Lenka Koudelková, Chao Wu, Xin Liu, Jiang Yu, Emma Burris, Jun Xu, Alvise Schiavinato, William K Russell, Mitsuo Yamauchi, Xiaochao Tan, Jonathan M Kurie Apr 2025

Lysyl Hydroxylase 2 Glucosylates Collagen Vi To Drive Lung Cancer Progression, Shike Wang, Houfu Guo, Reo Fukushima, Masahiko Terajima, Min Liu, Guan-Yu Xiao, Lenka Koudelková, Chao Wu, Xin Liu, Jiang Yu, Emma Burris, Jun Xu, Alvise Schiavinato, William K Russell, Mitsuo Yamauchi, Xiaochao Tan, Jonathan M Kurie

Faculty, Staff and Student Publications

Lysyl hydroxylase 2 (LH2) is highly expressed in multiple tumor types and accelerates disease progression by hydroxylating lysine residues on fibrillar collagen telopeptides to generate stable collagen cross links in tumor stroma. Here, we show that a galactosylhydroxylysyl glucosyltransferase (GGT) domain on LH2-modified type-VI collagen (Col6) to promote lung adenocarcinoma (LUAD) growth and metastasis. In tumors generated by LUAD cells lacking LH2 GGT domain activity, stroma was less stiff, and stable types of collagen cross links were reduced. Mass spectrometric analysis of total and glycosylated peptides in parental and GGT-inactive tumor samples identified Col6 chain α3 (Col6a3), a component of …