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Full-Text Articles in Biomedical Informatics

Mass Spectrometry Based Biomarkers For Early Detection Of Hcc Using A Glycoproteomic Approach, Yehia Mechref, Wenjing Peng, Sakshi Gautam, Parisa Ahmadi, Yu Lin, Jianhui Zhu, Jie Zhang, Suyu Liu, Amit G Singal, Neehar D Parikh, David M Lubman Jan 2023

Mass Spectrometry Based Biomarkers For Early Detection Of Hcc Using A Glycoproteomic Approach, Yehia Mechref, Wenjing Peng, Sakshi Gautam, Parisa Ahmadi, Yu Lin, Jianhui Zhu, Jie Zhang, Suyu Liu, Amit G Singal, Neehar D Parikh, David M Lubman

Faculty, Staff and Student Publications

Hepatocellular carcinoma (HCC) is the fourth most common cause of cancer-related mortality worldwide and 80%-90% of HCC develops in patients that have underlying cirrhosis. Better methods of surveillance are needed to increase early detection of HCC and the proportion of patients that can be offered curative therapies. Recent work in novel mass spec-based methods for glycomic and glycopeptide analysis for discovery and confirmation of markers for early detection of HCC versus cirrhosis is reviewed in this chapter. Results from recent work in these fields by several groups and the progress made in developing markers of early HCC which can outperform …


Combining Mek And Src Inhibitors For Treatment Of Colorectal Cancer Demonstrate Increased Efficacy In Vitro But Not In Vivo, Fan Fan, Susmita Ghosh, Reid Powell, Jason Roszik, Yongsun Park, Mary Sobieski, Alexey Sorokin, Clifford Stephan, Scott Kopetz, Lee M Ellis, Rajat Bhattacharya Jan 2023

Combining Mek And Src Inhibitors For Treatment Of Colorectal Cancer Demonstrate Increased Efficacy In Vitro But Not In Vivo, Fan Fan, Susmita Ghosh, Reid Powell, Jason Roszik, Yongsun Park, Mary Sobieski, Alexey Sorokin, Clifford Stephan, Scott Kopetz, Lee M Ellis, Rajat Bhattacharya

Faculty, Staff and Student Publications

Metastatic colorectal cancer (mCRC) is the second leading cause of cancer deaths in the United States. More than 50% of patients with mCRC harbor mutations of the oncogenic driver RAS (KRAS or NRAS). Because directly targeting most mutations of RAS is technically challenging, researchers have concentrated on targeting MEK, a downstream mediator of RAS. However, targeting MEK as single-agent therapy is ineffective in patients with mCRC. We hypothesize that combining a MEK inhibitor with other agents can enhance the efficacy of MEK targeting in mCRC. Unbiased high-throughput screening (HTS) was performed to identify drugs that enhance the efficacy of MEK …


Lysosomes, Curcumin, And Anti-Tumor Effects: How Are They Linked?, Qian Shen, Xue Pan, Yi Li, Junchen Li, Chuanlong Zhang, Xiaochen Jiang, Fudong Liu, Bo Pang Jan 2023

Lysosomes, Curcumin, And Anti-Tumor Effects: How Are They Linked?, Qian Shen, Xue Pan, Yi Li, Junchen Li, Chuanlong Zhang, Xiaochen Jiang, Fudong Liu, Bo Pang

Faculty, Staff and Student Publications

Curcumin is a natural active ingredient from traditional Chinese medicine (TCM) that has multi-target characteristics to exert extensive pharmacological activities and thus has been applied in the treatment of various diseases such as cancer, cardiovascular diseases, nervous system, and autoimmune disorders. As an important class of membranous organelles in the intracellular membrane system, lysosomes are involved in biological processes such as programmed cell death, cell metabolism, and immune regulation, thus affecting tumor initiation and progression. It has been shown that curcumin can modulate lysosomal function through the aforementioned pathways, thereby affecting tumor proliferation, invasion, metastasis, drug resistance, and immune function. …


Circulating Tumor Dna Sequencing Of Pediatric Solid And Brain Tumor Patients: An Institutional Feasibility Study, Ross Mangum, Jacquelyn Reuther, Koel Sen Baksi, Ilavarasi Gandhi, Ryan C Zabriskie, Alva Recinos, Robin Raesz-Martinez, Frank Y Lin, Samara L Potter, Andrew C Sher, Stephen F Kralik, Carrie A Mohila, Murali M Chintagumpala, Donna Muzny, Jianhong Hu, Richard A Gibbs, Kevin E Fisher, Juan Carlos Bernini, Jonathan Gill, Timothy C Griffin, Gail E Tomlinson, Kelly L Vallance, Sharon E Plon, Angshumoy Roy, D Williams Parsons Jan 2023

Circulating Tumor Dna Sequencing Of Pediatric Solid And Brain Tumor Patients: An Institutional Feasibility Study, Ross Mangum, Jacquelyn Reuther, Koel Sen Baksi, Ilavarasi Gandhi, Ryan C Zabriskie, Alva Recinos, Robin Raesz-Martinez, Frank Y Lin, Samara L Potter, Andrew C Sher, Stephen F Kralik, Carrie A Mohila, Murali M Chintagumpala, Donna Muzny, Jianhong Hu, Richard A Gibbs, Kevin E Fisher, Juan Carlos Bernini, Jonathan Gill, Timothy C Griffin, Gail E Tomlinson, Kelly L Vallance, Sharon E Plon, Angshumoy Roy, D Williams Parsons

Faculty, Staff and Students Publications

The potential of circulating tumor DNA (ctDNA) analysis to serve as a real-time "liquid biopsy" for children with central nervous system (CNS) and non-CNS solid tumors remains to be fully elucidated. We conducted a study to investigate the feasibility and potential clinical utility of ctDNA sequencing in pediatric patients enrolled on an institutional clinical genomics trial. A total of 240 patients had tumor DNA profiling performed during the study period. Plasma samples were collected at study enrollment from 217 patients and then longitudinally from a subset of patients. Successful cell-free DNA extraction and quantification occurred in 216 of 217 (99.5%) …


Egfr-Phosphorylated Gdh1 Harmonizes With Rsk2 To Drive Creb Activation And Tumor Metastasis In Egfr-Activated Lung Cancer, Jihoon Kang, Jaemoo Chun, Jung Seok Hwang, Chaoyun Pan, Jie Li, Austin C Boese, Isabelle Young, Courteney M Malin, Yibin Kang, Don L Gibbons, Gabriel Sica, Haian Fu, Suresh S Ramalingam, Lingtao Jin, Sumin Kang Dec 2022

Egfr-Phosphorylated Gdh1 Harmonizes With Rsk2 To Drive Creb Activation And Tumor Metastasis In Egfr-Activated Lung Cancer, Jihoon Kang, Jaemoo Chun, Jung Seok Hwang, Chaoyun Pan, Jie Li, Austin C Boese, Isabelle Young, Courteney M Malin, Yibin Kang, Don L Gibbons, Gabriel Sica, Haian Fu, Suresh S Ramalingam, Lingtao Jin, Sumin Kang

Faculty, Staff and Student Publications

The cancer metastasis process involves dysregulated oncogenic kinase signaling, but how this orchestrates metabolic networks and signal cascades to promote metastasis is largely unclear. Here we report that inhibition of glutamate dehydrogenase 1 (GDH1) and ribosomal S6 kinase 2 (RSK2) synergistically attenuates cell invasion, anoikis resistance, and immune escape in lung cancer and more evidently in tumors harboring epidermal growth factor receptor (EGFR)-activating or EGFR inhibitor-resistant mutations. Mechanistically, GDH1 is activated by EGFR through phosphorylation at tyrosine 135 and, together with RSK2, enhances the cAMP response element-binding protein (CREB) activity via CaMKIV signaling, thereby promoting metastasis. Co-targeting RSK2 and GDH1 …


Sustained Aurora Kinase B Expression Confers Resistance To Pi3k Inhibition In Head And Neck Squamous Cell Carcinoma, Pooja A Shah, Vaishnavi Sambandam, Anne M Fernandez, Hongyun Zhao, Tuhina Mazumdar, Li Shen, Qi Wang, Kazi M Ahmed, Soma Ghosh, Mitchell J Frederick, Jing Wang, Faye M Johnson Dec 2022

Sustained Aurora Kinase B Expression Confers Resistance To Pi3k Inhibition In Head And Neck Squamous Cell Carcinoma, Pooja A Shah, Vaishnavi Sambandam, Anne M Fernandez, Hongyun Zhao, Tuhina Mazumdar, Li Shen, Qi Wang, Kazi M Ahmed, Soma Ghosh, Mitchell J Frederick, Jing Wang, Faye M Johnson

Faculty, Staff and Student Publications

UNLABELLED: Tumor suppressor mutations in head and neck squamous cell carcinoma (HNSCC) dominate the genomic landscape, hindering the development of effective targeted therapies. Truncating and missense mutations in NOTCH1 are frequent in HNSCC, and inhibition of PI3K can selectively target NOTCH1 mutant (NOTCH1MUT) HNSCC cells. In this study, we identify several proteins that are differentially regulated in HNSCC cells after PI3K inhibition based on NOTCH1MUT status. Expression of Aurora kinase B (Aurora B), AKT, and PDK1 following PI3K inhibition was significantly lower in NOTCH1MUT cell lines than in wild-type NOTCH1 (NOTCH1WT) cells or NOTCH1MUT cells with acquired resistance to PI3K …


Structural Variants Drive Context-Dependent Oncogene Activation In Cancer, Zhichao Xu, Dong-Sung Lee, Sahaana Chandran, Victoria T Le, Rosalind Bump, Jean Yasis, Sofia Dallarda, Samantha Marcotte, Benjamin Clock, Nicholas Haghani, Chae Yun Cho, Kadir C Akdemir, Selene Tyndale, P Andrew Futreal, Graham Mcvicker, Geoffrey M Wahl, Jesse R Dixon Dec 2022

Structural Variants Drive Context-Dependent Oncogene Activation In Cancer, Zhichao Xu, Dong-Sung Lee, Sahaana Chandran, Victoria T Le, Rosalind Bump, Jean Yasis, Sofia Dallarda, Samantha Marcotte, Benjamin Clock, Nicholas Haghani, Chae Yun Cho, Kadir C Akdemir, Selene Tyndale, P Andrew Futreal, Graham Mcvicker, Geoffrey M Wahl, Jesse R Dixon

Faculty, Staff and Student Publications

Higher-order chromatin structure is important for the regulation of genes by distal regulatory sequences. Structural variants (SVs) that alter three-dimensional (3D) genome organization can lead to enhancer-promoter rewiring and human disease, particularly in the context of cancer3. However, only a small minority of SVs are associated with altered gene expression4,5, and it remains unclear why certain SVs lead to changes in distal gene expression and others do not. To address these questions, we used a combination of genomic profiling and genome engineering to identify sites of recurrent changes in 3D genome structure in cancer and determine the effects of specific …


Low-Molecular-Weight Cyclin E Deregulates Dna Replication And Damage Repair To Promote Genomic Instability In Breast Cancer, Mi Li, Spiridon Tsavachidis, Fuchenchu Wang, Tuyen Bui, Tuyen Duong Thanh Nguyen, Linjie Luo, Asha S Multani, Melissa L Bondy, Kelly K Hunt, Khandan Keyomarsi Dec 2022

Low-Molecular-Weight Cyclin E Deregulates Dna Replication And Damage Repair To Promote Genomic Instability In Breast Cancer, Mi Li, Spiridon Tsavachidis, Fuchenchu Wang, Tuyen Bui, Tuyen Duong Thanh Nguyen, Linjie Luo, Asha S Multani, Melissa L Bondy, Kelly K Hunt, Khandan Keyomarsi

Faculty, Staff and Student Publications

Low-molecular-weight cyclin E (LMW-E) is an N-terminus deleted (40 amino acid) form of cyclin E detected in breast cancer, but not in normal cells or tissues. LMW-E overexpression predicts poor survival in breast cancer patients independent of tumor proliferation rate, but the oncogenic mechanism of LMW-E and its unique function(s) independent of full-length cyclin E (FL-cycE) remain unclear. In the current study, we found LMW-E was associated with genomic instability in early-stage breast tumors (n = 725) and promoted genomic instability in human mammary epithelial cells (hMECs). Mechanistically, FL-cycE overexpression inhibited the proliferation of hMECs by replication stress and DNA …


Monitoring Pd-L1 Expression On Circulating Tumor-Associated Cells In Recurrent Metastatic Non-Small-Cell Lung Carcinoma Predicts Response To Immunotherapy With Radiation Therapy, Jillian A Moran, Daniel L Adams, Martin J Edelman, Pablo Lopez, Jianzhong He, Yawei Qiao, Ting Xu, Zhongxing Liao, Kirby P Gardner, Cha-Mei Tang, Steven H Lin Dec 2022

Monitoring Pd-L1 Expression On Circulating Tumor-Associated Cells In Recurrent Metastatic Non-Small-Cell Lung Carcinoma Predicts Response To Immunotherapy With Radiation Therapy, Jillian A Moran, Daniel L Adams, Martin J Edelman, Pablo Lopez, Jianzhong He, Yawei Qiao, Ting Xu, Zhongxing Liao, Kirby P Gardner, Cha-Mei Tang, Steven H Lin

Faculty, Staff and Student Publications

Purpose: Current diagnostic methods to determine programmed death 1 (PD-1) receptor and its ligand (PD-L1)/PD-1 immunotherapy (immune checkpoint inhibitor [ICI]) efficacy in recurrent or metastatic non-small-cell lung carcinoma (rmNSCLC) are imprecise. Although previously shown that patients with high tumor PD-L1 (≥ 50%) demonstrate clinical benefit in the form of disease reduction and improved survival, patients with low PD-L1 (< 50%) sometimes benefit from treatment. Since the PD-L1/PD-1 pathway is dynamic, monitoring PD-L1 levels during treatment may be more accurate than a static baseline tumor biopsy; however, rebiopsying the primary or metastatic disease is rarely feasible. Liquid biopsies that measure the upregulation of PD-L1 on tumor-associated cells (TACs), ie, cancer-associated macrophage-like cells and circulating tumor cells, have been performed, but their predictive value for ICI therapy efficacy is unknown.

Materials and methods: We initiated a single-blind prospective study to evaluate TAC PD-L1 expression changes in rmNSCLC from blood samples before (T0) and after (T1) treatment with ICI (ICI, n = 41) or without ICI (no ICI, n = 41). Anonymized …


Tumor Suppressor Dear1 Regulates Mammary Epithelial Cell Fate And Predicts Early Onset And Metastasis In Triple Negative Breast Cancer, Uyen Q Le, Nanyue Chen, Seetharaman Balasenthil, Eugene Lurie, Fei Yang, Suyu Liu, Laura Rubin, Luisa Maren Solis Soto, Maria Gabriela Raso, Harsh Batra, Aysegul A Sahin, Ignacio I Wistuba, Ann Mcneill Killary Nov 2022

Tumor Suppressor Dear1 Regulates Mammary Epithelial Cell Fate And Predicts Early Onset And Metastasis In Triple Negative Breast Cancer, Uyen Q Le, Nanyue Chen, Seetharaman Balasenthil, Eugene Lurie, Fei Yang, Suyu Liu, Laura Rubin, Luisa Maren Solis Soto, Maria Gabriela Raso, Harsh Batra, Aysegul A Sahin, Ignacio I Wistuba, Ann Mcneill Killary

Faculty, Staff and Student Publications

Triple negative breast cancer (TNBC) is a disease of poor prognosis, with the majority classified as the basal-like subtype associated with epithelial-mesenchymal transition and metastasis. Because basal breast cancers originate from proliferative luminal progenitor-like cells upon dysregulation of proper luminal differentiation, genes regulating luminal-basal transition are critical to elucidate novel therapeutic targets to improve TNBC outcomes. Herein we demonstrate that the tumor suppressor DEAR1/TRIM62 is a critical regulator of luminal cell fate. DEAR1 loss in human mammary epithelial cells results in significantly enhanced mammosphere formation that is accelerated in the presence of TGF-β/SMAD3 signaling. Mammospheres formed following DEAR1 loss are …


Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan Nov 2022

Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan

Faculty, Staff and Student Publications

Coating nanoparticles with stealth epilayers increases circulation time by evading opsonization, macrophage phagocytosis, and reticuloendothelial sequestration. However, this also reduces internalization by cancer cells upon reaching the tumor. We designed gold nanorods (GNRs) with an epilayer that retains stealth properties in circulation but transforms spontaneously in the acidotic tumor microenvironment to a cell-penetrating particle. We used a customized stoichiometric ratio of l-glutamic acid and l-lysine within an amphiphilic polymer of poly(l-glutamic acid-co-l-lysine), or P(Glu-co-Lys), to effect this transformation in acidotic environments. P(Glu-co-Lys)-GNRs were internalized by cancer cells to facilitate potent in vitro radiosensitization. When administered intravenously in mice, they accumulate …


Validation Of Cancer-Type-Dependent Benefit From Immune Checkpoint Blockade In Tmb-H Tumors Identified By The Foundationone Cdx Assay, D J Mcgrail, P G Pilié, N U Rashid, L Voorwerk, M Slagter, M Kok, E Jonasch, M Khasraw, A B Heimberger, N T Ueno, R Ferrarotto, J T Chang, S-Y Lin Nov 2022

Validation Of Cancer-Type-Dependent Benefit From Immune Checkpoint Blockade In Tmb-H Tumors Identified By The Foundationone Cdx Assay, D J Mcgrail, P G Pilié, N U Rashid, L Voorwerk, M Slagter, M Kok, E Jonasch, M Khasraw, A B Heimberger, N T Ueno, R Ferrarotto, J T Chang, S-Y Lin

Faculty, Staff and Student Publications

No abstract provided.


Acetyl-Coenzyme A Synthetase 2 Potentiates Macropinocytosis And Muscle Wasting Through Metabolic Reprogramming In Pancreatic Cancer, Zhijun Zhou, Yu Ren, Jingxuan Yang, Mingyang Liu, Xiuhui Shi, Wenyi Luo, Kar-Ming Fung, Chao Xu, Michael S Bronze, Yuqing Zhang, Courtney W Houchen, Min Li Nov 2022

Acetyl-Coenzyme A Synthetase 2 Potentiates Macropinocytosis And Muscle Wasting Through Metabolic Reprogramming In Pancreatic Cancer, Zhijun Zhou, Yu Ren, Jingxuan Yang, Mingyang Liu, Xiuhui Shi, Wenyi Luo, Kar-Ming Fung, Chao Xu, Michael S Bronze, Yuqing Zhang, Courtney W Houchen, Min Li

Faculty, Staff and Student Publications

BACKGROUND & AIMS: Rapid deconditioning, also called cachexia, and metabolic reprogramming are two hallmarks of pancreatic cancer. Acetyl-coenzyme A synthetase short-chain family member 2 (ACSS2) is an acetyl-enzyme A synthetase that contributes to lipid synthesis and epigenetic reprogramming. However, the role of ACSS2 on the nonselective macropinocytosis and cancer cachexia in pancreatic cancer remains elusive. In this study, we demonstrate that ACSS2 potentiates macropinocytosis and muscle wasting through metabolic reprogramming in pancreatic cancer.

METHODS: Clinical significance of ACSS2 was analyzed using samples from patients with pancreatic cancer. ACSS2-knockout cells were established using the clustered regularly interspaced short palindromic repeats-associated protein …


A Blood-Based Metabolite Panel For Distinguishing Ovarian Cancer From Benign Pelvic Masses, Ehsan Irajizad, Chae Y Han, Joseph Celestino, Ranran Wu, Eunice Murage, Rachelle Spencer, Jennifer B Dennison, Jody Vykoukal, James P Long, Kim Anh Do, Charles Drescher, Karen Lu, Zhen Lu, Robert C Bast, Sam Hanash, Johannes F Fahrmann Nov 2022

A Blood-Based Metabolite Panel For Distinguishing Ovarian Cancer From Benign Pelvic Masses, Ehsan Irajizad, Chae Y Han, Joseph Celestino, Ranran Wu, Eunice Murage, Rachelle Spencer, Jennifer B Dennison, Jody Vykoukal, James P Long, Kim Anh Do, Charles Drescher, Karen Lu, Zhen Lu, Robert C Bast, Sam Hanash, Johannes F Fahrmann

Faculty, Staff and Student Publications

PURPOSE: To assess the contributions of circulating metabolites for improving upon the performance of the risk of ovarian malignancy algorithm (ROMA) for risk prediction of ovarian cancer among women with ovarian cysts.

EXPERIMENTAL DESIGN: Metabolomic profiling was performed on an initial set of sera from 101 serous and nonserous ovarian cancer cases and 134 individuals with benign pelvic masses (BPM). Using a deep learning model, a panel consisting of seven cancer-related metabolites [diacetylspermine, diacetylspermidine, N-(3-acetamidopropyl)pyrrolidin-2-one, N-acetylneuraminate, N-acetyl-mannosamine, N-acetyl-lactosamine, and hydroxyisobutyric acid] was developed for distinguishing early-stage ovarian cancer from BPM. The performance of the metabolite panel was evaluated in an …


Kir-Based Inhibitory Cars Overcome Car-Nk Cell Trogocytosis-Mediated Fratricide And Tumor Escape, Ye Li, Rafet Basar, Guohui Wang, Enli Liu, Judy S Moyes, Li Li, Lucila N Kerbauy, Nadima Uprety, Mohsen Fathi, Ali Rezvan, Pinaki P Banerjee, Luis Muniz-Feliciano, Tamara J Laskowski, Emily Ensley, May Daher, Mayra Shanley, Mayela Mendt, Sunil Acharya, Bin Liu, Alexander Biederstädt, Hind Rafei, Xingliang Guo, Luciana Melo Garcia, Paul Lin, Sonny Ang, David Marin, Ken Chen, Laura Bover, Richard E Champlin, Navin Varadarajan, Elizabeth J Shpall, Katayoun Rezvani Oct 2022

Kir-Based Inhibitory Cars Overcome Car-Nk Cell Trogocytosis-Mediated Fratricide And Tumor Escape, Ye Li, Rafet Basar, Guohui Wang, Enli Liu, Judy S Moyes, Li Li, Lucila N Kerbauy, Nadima Uprety, Mohsen Fathi, Ali Rezvan, Pinaki P Banerjee, Luis Muniz-Feliciano, Tamara J Laskowski, Emily Ensley, May Daher, Mayra Shanley, Mayela Mendt, Sunil Acharya, Bin Liu, Alexander Biederstädt, Hind Rafei, Xingliang Guo, Luciana Melo Garcia, Paul Lin, Sonny Ang, David Marin, Ken Chen, Laura Bover, Richard E Champlin, Navin Varadarajan, Elizabeth J Shpall, Katayoun Rezvani

Faculty, Staff and Student Publications

Trogocytosis is an active process that transfers surface material from targeted to effector cells. Using multiple in vivo tumor models and clinical data, we report that chimeric antigen receptor (CAR) activation in natural killer (NK) cells promoted transfer of the CAR cognate antigen from tumor to NK cells, resulting in (1) lower tumor antigen density, thus impairing the ability of CAR-NK cells to engage with their target, and (2) induced self-recognition and continuous CAR-mediated engagement, resulting in fratricide of trogocytic antigen-expressing NK cells (NK


Immunogenomic Profiling Of Lung Adenocarcinoma Reveals Poorly Differentiated Tumors Are Associated With An Immunogenic Tumor Microenvironment, Neal Akhave, Jiexin Zhang, Erin Bayley, Meredith Frank, Shin-Heng Chiou, Carmen Behrens, Runzhe Chen, Xin Hu, Edwin Roger Parra, Won-Chul Lee, Stephen Swisher, Luisa Solis, Annikka Weissferdt, Cesar Moran, Neda Kalhor, Jianhua Zhang, Paul Scheet, Ara A Vaporciyan, Boris Sepesi, Don L Gibbons, John V Heymach, Jack J Lee, Ignacio I Wistuba, P Andrew Futreal, Jianjun Zhang, Junya Fujimoto, Alexandre Reuben Oct 2022

Immunogenomic Profiling Of Lung Adenocarcinoma Reveals Poorly Differentiated Tumors Are Associated With An Immunogenic Tumor Microenvironment, Neal Akhave, Jiexin Zhang, Erin Bayley, Meredith Frank, Shin-Heng Chiou, Carmen Behrens, Runzhe Chen, Xin Hu, Edwin Roger Parra, Won-Chul Lee, Stephen Swisher, Luisa Solis, Annikka Weissferdt, Cesar Moran, Neda Kalhor, Jianhua Zhang, Paul Scheet, Ara A Vaporciyan, Boris Sepesi, Don L Gibbons, John V Heymach, Jack J Lee, Ignacio I Wistuba, P Andrew Futreal, Jianjun Zhang, Junya Fujimoto, Alexandre Reuben

Faculty, Staff and Student Publications

OBJECTIVES: Pathologists have routinely observed distinct histologic patterns of growth in early-stage lung adenocarcinoma (LUAD), which have been suggested to be associated with prognosis. Herein, we investigated the relationship between LUAD patterns of growth, as defined by the updated international association for the study of lung cancer (IASLC) grading criteria, and differences in the tumor immune microenvironment to identify predictors of response to immunotherapy.

METHODS: 174 resected stage I-III LUAD tumors were classified by histologic pattern of growth (i.e. solid, micropapillary, acinar, papillary, and lepidic) and then grouped as well differentiated, moderately differentiated, and poorly differentiated. Comprehensive multiplatform analysis including …


Comprehensive Multiplexed Immune Profiling Of The Ductal Carcinoma In Situ Immune Microenvironment Regarding Subsequent Ipsilateral Invasive Breast Cancer Risk, Mathilde M Almekinders, Tycho Bismeijer, Tapsi Kumar, Fei Yang, Bram Thijssen, Rianne Van Der Linden, Charlotte Van Rooijen, Shiva Vonk, Baohua Sun, Edwin R Parra Cuentas, Ignacio I Wistuba, Savitri Krishnamurthy, Lindy L Visser, Iris M Seignette, Ingrid Hofland, Joyce Sanders, Annegien Broeks, Jason K Love, Brian Menegaz, Lodewyk Wessels, Alastair M Thompson, Karin E De Visser, Erik Hooijberg, Esther Lips, Andrew Futreal, Jelle Wesseling Oct 2022

Comprehensive Multiplexed Immune Profiling Of The Ductal Carcinoma In Situ Immune Microenvironment Regarding Subsequent Ipsilateral Invasive Breast Cancer Risk, Mathilde M Almekinders, Tycho Bismeijer, Tapsi Kumar, Fei Yang, Bram Thijssen, Rianne Van Der Linden, Charlotte Van Rooijen, Shiva Vonk, Baohua Sun, Edwin R Parra Cuentas, Ignacio I Wistuba, Savitri Krishnamurthy, Lindy L Visser, Iris M Seignette, Ingrid Hofland, Joyce Sanders, Annegien Broeks, Jason K Love, Brian Menegaz, Lodewyk Wessels, Alastair M Thompson, Karin E De Visser, Erik Hooijberg, Esther Lips, Andrew Futreal, Jelle Wesseling

Faculty, Staff and Student Publications

Background: Ductal carcinoma in situ (DCIS) is treated to prevent subsequent ipsilateral invasive breast cancer (iIBC). However, many DCIS lesions will never become invasive. To prevent overtreatment, we need to distinguish harmless from potentially hazardous DCIS. We investigated whether the immune microenvironment (IME) in DCIS correlates with transition to iIBC.

Methods: Patients were derived from a Dutch population-based cohort of 10,090 women with pure DCIS with a median follow-up time of 12 years. Density, composition and proximity to the closest DCIS cell of CD20+ B-cells, CD3+CD8+ T-cells, CD3+CD8- T-cells, CD3+FOXP3+ regulatory T-cells, CD68+ cells, and CD8+Ki67+ T-cells was assessed with …


Molecular Pathways Enhance Drug Response Prediction Using Transfer Learning From Cell Lines To Tumors And Patient-Derived Xenografts, Yi-Ching Tang, Reid T Powell, Assaf Gottlieb Sep 2022

Molecular Pathways Enhance Drug Response Prediction Using Transfer Learning From Cell Lines To Tumors And Patient-Derived Xenografts, Yi-Ching Tang, Reid T Powell, Assaf Gottlieb

Faculty, Staff and Student Publications

Computational models have been successful in predicting drug sensitivity in cancer cell line data, creating an opportunity to guide precision medicine. However, translating these models to tumors remains challenging. We propose a new transfer learning workflow that transfers drug sensitivity predicting models from large-scale cancer cell lines to both tumors and patient derived xenografts based on molecular pathways derived from genomic features. We further compute feature importance to identify pathways most important to drug response prediction. We obtained good performance on tumors (AUROC = 0.77) and patient derived xenografts from triple negative breast cancers (RMSE = 0.11). Using feature importance, …


Impad1 And Syt11 Work In An Epistatic Pathway That Regulates Emt-Mediated Vesicular Trafficking To Drive Lung Cancer Invasion And Metastasis, Rakhee Bajaj, B Leticia Rodriguez, William K Russell, Amanda N Warner, Lixia Diao, Jing Wang, Maria G Raso, Wei Lu, Khaja Khan, Luisa S Solis, Harsh Batra, Ximing Tang, Jared F Fradette, Samrat T Kundu, Don L Gibbons Sep 2022

Impad1 And Syt11 Work In An Epistatic Pathway That Regulates Emt-Mediated Vesicular Trafficking To Drive Lung Cancer Invasion And Metastasis, Rakhee Bajaj, B Leticia Rodriguez, William K Russell, Amanda N Warner, Lixia Diao, Jing Wang, Maria G Raso, Wei Lu, Khaja Khan, Luisa S Solis, Harsh Batra, Ximing Tang, Jared F Fradette, Samrat T Kundu, Don L Gibbons

Faculty, Staff and Student Publications

Lung cancer is a highly aggressive and metastatic disease responsible for approximately 25% of all cancer-related deaths in the United States. Using high-throughput in vitro and in vivo screens, we have previously established Impad1 as a driver of lung cancer invasion and metastasis. Here we elucidate that Impad1 is a direct target of the epithelial microRNAs (miRNAs) miR-200 and miR∼96 and is de-repressed during epithelial-to-mesenchymal transition (EMT); thus, we establish a mode of regulation of the protein. Impad1 modulates Golgi apparatus morphology and vesicular trafficking through its interaction with a trafficking protein, Syt11. These changes in Golgi apparatus dynamics alter …


Targeting Ras Mutant Colorectal Cancer With Dual Inhibition Of Mek And Cdk4/6, Alexey V Sorokin, Preeti Kanikarla Marie, Lea Bitner, Muddassir Syed, Melanie Woods, Ganiraju Manyam, Lawrence N Kwong, Benny Johnson, Van K Morris, Philip Jones, David G Menter, Michael S Lee, Scott Kopetz Sep 2022

Targeting Ras Mutant Colorectal Cancer With Dual Inhibition Of Mek And Cdk4/6, Alexey V Sorokin, Preeti Kanikarla Marie, Lea Bitner, Muddassir Syed, Melanie Woods, Ganiraju Manyam, Lawrence N Kwong, Benny Johnson, Van K Morris, Philip Jones, David G Menter, Michael S Lee, Scott Kopetz

Faculty, Staff and Student Publications

UNLABELLED: KRAS and NRAS mutations occur in 45% of colorectal cancers, with combined MAPK pathway and CDK4/6 inhibition identified as a potential therapeutic strategy. In the current study, this combinatorial treatment approach was evaluated in a co-clinical trial in patient-derived xenografts (PDX), and safety was established in a clinical trial of binimetinib and palbociclib in patients with metastatic colorectal cancer with RAS mutations. Across 18 PDX models undergoing dual inhibition of MEK and CDK4/6, 60% of tumors regressed, meeting the co-clinical trial primary endpoint. Prolonged duration of response occurred predominantly in TP53 wild-type models. Clinical evaluation of binimetinib and palbociclib …


Bet Inhibition Induces Vulnerability To Mcl1 Targeting Through Upregulation Of Fatty Acid Synthesis Pathway In Breast Cancer, Gonghong Yan, Augustin Luna, Heping Wang, Behnaz Bozorgui, Xubin Li, Maga Sanchez, Zeynep Dereli, Nermin Kahraman, Goknur Kara, Xiaohua Chen, Caishang Zheng, Daniel Mcgrail, Nidhi Sahni, Yiling Lu, Ozgun Babur, Murat Cokol, Bora Lim, Bulent Ozpolat, Chris Sander, Gordon B Mills, Anil Korkut Sep 2022

Bet Inhibition Induces Vulnerability To Mcl1 Targeting Through Upregulation Of Fatty Acid Synthesis Pathway In Breast Cancer, Gonghong Yan, Augustin Luna, Heping Wang, Behnaz Bozorgui, Xubin Li, Maga Sanchez, Zeynep Dereli, Nermin Kahraman, Goknur Kara, Xiaohua Chen, Caishang Zheng, Daniel Mcgrail, Nidhi Sahni, Yiling Lu, Ozgun Babur, Murat Cokol, Bora Lim, Bulent Ozpolat, Chris Sander, Gordon B Mills, Anil Korkut

Faculty, Staff and Student Publications

Therapeutic options for treatment of basal-like breast cancers remain limited. Here, we demonstrate that bromodomain and extra-terminal (BET) inhibition induces an adaptive response leading to MCL1 protein-driven evasion of apoptosis in breast cancer cells. Consequently, co-targeting MCL1 and BET is highly synergistic in breast cancer models. The mechanism of adaptive response to BET inhibition involves the upregulation of lipid synthesis enzymes including the rate-limiting stearoyl-coenzyme A (CoA) desaturase. Changes in lipid synthesis pathway are associated with increases in cell motility and membrane fluidity as well as re-localization and activation of HER2/EGFR. In turn, the HER2/EGFR signaling results in the accumulation …


Chd1 Promotes Sensitivity To Aurora Kinase Inhibitors By Suppressing Interaction Of Aurka With Its Coactivator Tpx2, Haoyan Li, Yin Wang, Kevin Lin, Varadha Balaji Venkadakrishnan, Martin Bakht, Wei Shi, Chenling Meng, Jie Zhang, Kaitlyn Tremble, Xin Liang, Jian H Song, Xu Feng, Vivien Van, Pingna Deng, Jared K Burks, Ana Aparicio, Khandan Keyomarsi, Junjie Chen, Yue Lu, Himisha Beltran, Di Zhao Sep 2022

Chd1 Promotes Sensitivity To Aurora Kinase Inhibitors By Suppressing Interaction Of Aurka With Its Coactivator Tpx2, Haoyan Li, Yin Wang, Kevin Lin, Varadha Balaji Venkadakrishnan, Martin Bakht, Wei Shi, Chenling Meng, Jie Zhang, Kaitlyn Tremble, Xin Liang, Jian H Song, Xu Feng, Vivien Van, Pingna Deng, Jared K Burks, Ana Aparicio, Khandan Keyomarsi, Junjie Chen, Yue Lu, Himisha Beltran, Di Zhao

Faculty, Staff and Student Publications

UNLABELLED: Clinical studies have shown that subsets of patients with cancer achieve a significant benefit from Aurora kinase inhibitors, suggesting an urgent need to identify biomarkers for predicting drug response. Chromodomain helicase DNA binding protein 1 (CHD1) is involved in chromatin remodeling, DNA repair, and transcriptional plasticity. Prior studies have demonstrated that CHD1 has distinct expression patterns in cancers with different molecular features, but its impact on drug responsiveness remains understudied. Here, we show that CHD1 promotes the susceptibility of prostate cancer cells to inhibitors targeting Aurora kinases, while depletion of CHD1 impairs their efficacy in vitro and in vivo. …


Smyd3 Impedes Small Cell Lung Cancer Sensitivity To Alkylation Damage Through Rnf113a Methylation-Phosphorylation Cross-Talk, Valentina Lukinović, Simone Hausmann, Gael S Roth, Clement Oyeniran, Tanveer Ahmad, Ning Tsao, Joshua R Brickner, Alexandre G Casanova, Florent Chuffart, Ana Morales Benitez, Jessica Vayr, Rebecca Rodell, Marianne Tardif, Pascal W T C Jansen, Yohann Couté, Michiel Vermeulen, Pierre Hainaut, Pawel K Mazur, Nima Mosammaparast, Nicolas Reynoird Sep 2022

Smyd3 Impedes Small Cell Lung Cancer Sensitivity To Alkylation Damage Through Rnf113a Methylation-Phosphorylation Cross-Talk, Valentina Lukinović, Simone Hausmann, Gael S Roth, Clement Oyeniran, Tanveer Ahmad, Ning Tsao, Joshua R Brickner, Alexandre G Casanova, Florent Chuffart, Ana Morales Benitez, Jessica Vayr, Rebecca Rodell, Marianne Tardif, Pascal W T C Jansen, Yohann Couté, Michiel Vermeulen, Pierre Hainaut, Pawel K Mazur, Nima Mosammaparast, Nicolas Reynoird

Faculty, Staff and Student Publications

Small cell lung cancer (SCLC) is the most fatal form of lung cancer, with dismal survival, limited therapeutic options, and rapid development of chemoresistance. We identified the lysine methyltransferase SMYD3 as a major regulator of SCLC sensitivity to alkylation-based chemotherapy. RNF113A methylation by SMYD3 impairs its interaction with the phosphatase PP4, controlling its phosphorylation levels. This cross-talk between posttranslational modifications acts as a key switch in promoting and maintaining RNF113A E3 ligase activity, essential for its role in alkylation damage response. In turn, SMYD3 inhibition restores SCLC vulnerability to alkylating chemotherapy. Our study sheds light on a novel role of …


Integrated Imaging And Molecular Analysis To Decipher Tumor Microenvironment In The Era Of Immunotherapy, Jia Wu, Aaron T Mayer, Ruijiang Li Sep 2022

Integrated Imaging And Molecular Analysis To Decipher Tumor Microenvironment In The Era Of Immunotherapy, Jia Wu, Aaron T Mayer, Ruijiang Li

Faculty, Staff and Student Publications

Radiological imaging is an integral component of cancer care, including diagnosis, staging, and treatment response monitoring. It contains rich information about tumor phenotypes that are governed not only by cancer cellintrinsic biological processes but also by the tumor microenvironment, such as the composition and function of tumor-infiltrating immune cells. By analyzing the radiological scans using a quantitative radiomics approach, robust relations between specific imaging and molecular phenotypes can be established. Indeed, a number of studies have demonstrated the feasibility of radiogenomics for predicting intrinsic molecular subtypes and gene expression signatures in breast cancer based on MRI. In parallel, promising results …


Membrane-Anchored And Tumor-Targeted Il12 (Attil12)-Pbmc Therapy For Osteosarcoma, Qing Yang, Jiemiao Hu, Zhiliang Jia, Qi Wang, Jing Wang, Long Hoang Dao, Wendong Zhang, Sheng Zhang, Xueqing Xia, Richard Gorlick, Shulin Li Sep 2022

Membrane-Anchored And Tumor-Targeted Il12 (Attil12)-Pbmc Therapy For Osteosarcoma, Qing Yang, Jiemiao Hu, Zhiliang Jia, Qi Wang, Jing Wang, Long Hoang Dao, Wendong Zhang, Sheng Zhang, Xueqing Xia, Richard Gorlick, Shulin Li

Faculty, Staff and Student Publications

Purpose: Chimeric antigen receptor (CAR) T-cell therapy has shown great promise for treating hematologic malignancies but requires a long duration of T-cell expansion, is associated with severe toxicity, and has limited efficacy for treating solid tumors. We designed experiments to address those challenges.

Experimental design: We generated a cell membrane-anchored and tumor-targeted IL12 (attIL12) to arm peripheral blood mononuclear cells (PBMC) instead of T cells to omit the expansion phase for required CAR T cells.

Results: This IL12-based attIL12-PBMC therapy showed significant antitumor efficacy in both heterogeneous osteosarcoma patient-derived xenograft tumors and metastatic osteosarcoma tumors with no observable toxic effects. …


Cisplatin And Gemcitabine Exert Opposite Effects On Immunotherapy With Pd-1 Antibody In K-Ras-Driven Cancer, Christophe Glorieux, Xiaojun Xia, Xin You, Zining Wang, Yi Han, Jing Yang, Gauthier Noppe, Christophe De Meester, Jianhua Ling, Annie Robert, Hui Zhang, Sheng-Ping Li, Huamin Wang, Paul J Chiao, Li Zhang, Xiaobing Li, Peng Huang Sep 2022

Cisplatin And Gemcitabine Exert Opposite Effects On Immunotherapy With Pd-1 Antibody In K-Ras-Driven Cancer, Christophe Glorieux, Xiaojun Xia, Xin You, Zining Wang, Yi Han, Jing Yang, Gauthier Noppe, Christophe De Meester, Jianhua Ling, Annie Robert, Hui Zhang, Sheng-Ping Li, Huamin Wang, Paul J Chiao, Li Zhang, Xiaobing Li, Peng Huang

Faculty, Staff and Student Publications

INTRODUCTION: Immunochemotherapy using PD-1/PD-L1 antibodies in combination with chemotherapeutic agents has become a mainstream treatment for cancer patients, but it remains unclear which drug combinations would produce best therapeutic outcome.

OBJECTIVES: The purpose of this study was to investigate two common chemotherapeutic drugs, gemcitabine and cisplatin, for their impacts on the therapeutic efficacy of PD-1 antibody in K-ras-driven cancers known to overexpress PD-L1.

METHODS: Both in vitro assays and syngeneic mouse tumor models were used in this study. Biochemical and molecular assays were used to determine the effects of drugs on T cell functions in cell culture models and in …


Grk3 Is A Poor Prognosticator And Serves As A Therapeutic Target In Advanced Gastric Adenocarcinoma, Yuan Li, Yibo Fan, Jinbang Xu, Longfei Huo, Ailing W Scott, Jiankang Jin, Boxuan Yang, Shan Shao, Lang Ma, Ying Wang, Xiaodan Yao, Melissa Pool Pizzi, Matheus Sewastjanow Da Silva, Guoliang Zhang, Lijuan Zhuo, Eun Jeong Cho, Kevin N Dalby, Namita D Shanbhag, Zhenning Wang, Wenliang Li, Shumei Song, Jaffer A Ajani Aug 2022

Grk3 Is A Poor Prognosticator And Serves As A Therapeutic Target In Advanced Gastric Adenocarcinoma, Yuan Li, Yibo Fan, Jinbang Xu, Longfei Huo, Ailing W Scott, Jiankang Jin, Boxuan Yang, Shan Shao, Lang Ma, Ying Wang, Xiaodan Yao, Melissa Pool Pizzi, Matheus Sewastjanow Da Silva, Guoliang Zhang, Lijuan Zhuo, Eun Jeong Cho, Kevin N Dalby, Namita D Shanbhag, Zhenning Wang, Wenliang Li, Shumei Song, Jaffer A Ajani

Faculty, Staff and Student Publications

Background: G protein-coupled receptor (GPCR) is the most targeted protein family by the FDA-approved drugs. GPCR-kinase 3 (GRK3) is critical for GPCR signaling. Our genomic analysis showed that GRK3 expression correlated with poor prognosis of gastric adenocarcinoma (GAC) patients. However, GRK3's functions and clinical utility in GAC progression and metastases are unknown.

Methods: We studied GRK3 expression in normal, primary, and metastatic GAC tissues. We identified a novel GRK3 inhibitor, LD2, through a chemical-library screen. Through genetic and pharmacologic modulations of GRK3, a series of functional and molecular studies were performed in vitro and in vivo. Impact of GRK3 on …


Dynamic Expression Of Schlafen 11 (Slfn11) In Circulating Tumour Cells As A Liquid Biomarker In Small Cell Lung Cancer, Bingnan Zhang, C Allison Stewart, Qi Wang, Robert J Cardnell, Pedro Rocha, Junya Fujimoto, Luisa M Solis Soto, Runsheng Wang, Veronica Novegil, Peter Ansell, Lei He, Luisa Fernandez, Adam Jendrisak, Cole Gilbertson, Joseph D Schonhoft, Jiyun Byun, Joshua Jones, Amanda K L Anderson, Ana Aparicio, Hai Tran, Marcelo V Negrao, Jianjun Zhang, Wei-Lien Wang, Ignacio I Wistuba, Jing Wang, Rick Wenstrup, Lauren A Byers, Carl M Gay Aug 2022

Dynamic Expression Of Schlafen 11 (Slfn11) In Circulating Tumour Cells As A Liquid Biomarker In Small Cell Lung Cancer, Bingnan Zhang, C Allison Stewart, Qi Wang, Robert J Cardnell, Pedro Rocha, Junya Fujimoto, Luisa M Solis Soto, Runsheng Wang, Veronica Novegil, Peter Ansell, Lei He, Luisa Fernandez, Adam Jendrisak, Cole Gilbertson, Joseph D Schonhoft, Jiyun Byun, Joshua Jones, Amanda K L Anderson, Ana Aparicio, Hai Tran, Marcelo V Negrao, Jianjun Zhang, Wei-Lien Wang, Ignacio I Wistuba, Jing Wang, Rick Wenstrup, Lauren A Byers, Carl M Gay

Faculty, Staff and Student Publications

Introduction: Small cell lung cancer (SCLC) is an aggressive malignancy with no established biomarkers. Schlafen 11(SLFN11), a DNA/RNA helicase that sensitises cancer cells to DNA-damaging agents, has emerged as a promising predictive biomarker for several drug classes including platinum and PARP inhibitors. Detection of SLFN11 in circulating tumour cells (CTCs) may provide a valuable alternative to tissue sampling.

Methods: SLFN11 expression was evaluated in tumour samples and characterised in circulating tumour cells (CTC) longitudinally to determine its potential role as a biomarker of response.

Results: Among 196 SCLC tumours, 51% expressed SLFN11 by IHC. In addition, 20/29 extra-thoracic high-grade neuroendocrine …


Kras Mutations As Essential Promoters Of Lymphangiogenesis Via Extracellular Vesicles In Pancreatic Cancer, Radu Pirlog, George A Calin Jul 2022

Kras Mutations As Essential Promoters Of Lymphangiogenesis Via Extracellular Vesicles In Pancreatic Cancer, Radu Pirlog, George A Calin

Faculty, Staff and Student Publications

Kirsten rat sarcoma virus (KRAS) gene mutations are present in more than 90% of pancreatic ductal adenocarcinomas (PDACs). KRASG12D is the most frequent alteration, promoting preneoplastic lesions and associating with a more aggressive phenotype. These tumors possess increased intratumoral lymphatic networks and frequent lymph node (LN) metastases. In this issue of the JCI, Luo, Li, et al. explored the relationship between the presence of the KRASG12D mutation and lymphangiogenesis in PDAC. The authors used in vitro and in vivo models and an elegant mechanistic approach to describe an alternative pathway for lymphangiogenesis promotion. KRASG12D induced SUMOylation of heterogenous nuclear ribonucleoprotein …


Novel Markers For Liquid Biopsies In Cancer Management: Circulating Platelets And Extracellular Vesicles, Sara Corvigno, Anna Maria Johnson, Kwong-Kwok Wong, Min Soon Cho, Vahid Afshar-Kharghan, David G Menter, Anil K Sood Jul 2022

Novel Markers For Liquid Biopsies In Cancer Management: Circulating Platelets And Extracellular Vesicles, Sara Corvigno, Anna Maria Johnson, Kwong-Kwok Wong, Min Soon Cho, Vahid Afshar-Kharghan, David G Menter, Anil K Sood

Faculty, Staff and Student Publications

Although radiologic imaging and histologic assessment of tumor tissues are classic approaches for diagnosis and monitoring of treatment response, they have many limitations. These include challenges in distinguishing benign from malignant masses, difficult access to the tumor, high cost of the procedures, and tumor heterogeneity. In this setting, liquid biopsy has emerged as a potential alternative for both diagnostic and monitoring purposes. The approaches to liquid biopsy include cell-free DNA/circulating tumor DNA, long and micro noncoding RNAs, proteins/peptides, carbohydrates/lectins, lipids, and metabolites. Other approaches include detection and analysis of circulating tumor cells, extracellular vesicles, and tumor-activated platelets. Ultimately, reliable use …