Biomedical Informatics Commons^™

Developing Deep Learning-Based Strategies To Predict The Risk Of Hepatocellular Carcinoma Among Patients With Nonalcoholic Fatty Liver Disease From Electronic Health Records, Zhao Li, Lan Lan, Yujia Zhou, Ruoxing Li, Kenneth D Chavin, Hua Xu, Liang Li, David J H Shih, W Jim Zheng

Faculty, Staff and Student Publications

OBJECTIVE: The accuracy of deep learning models for many disease prediction problems is affected by time-varying covariates, rare incidence, covariate imbalance and delayed diagnosis when using structured electronic health records data. The situation is further exasperated when predicting the risk of one disease on condition of another disease, such as the hepatocellular carcinoma risk among patients with nonalcoholic fatty liver disease due to slow, chronic progression, the scarce of data with both disease conditions and the sex bias of the diseases. The goal of this study is to investigate the extent to which the aforementioned issues influence deep learning performance, …

Early Elevations Of Ras Protein Level And Activity Are Critical For The Development Of Pdac In The Context Of Inflammation, Jianjia Ma, Fanghua Gong, Eunice Kim, James Xianxing Du, Cindy Leung, Qingchun Song, Craig D Logsdon, Yongde Luo, Xiaokun Li, Weiqin Lu

Faculty, Staff and Student Publications

The KRASG12D mutation was believed to be locked in a GTP-bound form, rendering it fully active. However, recent studies have indicated that the presence of mutant KRAS alone is insufficient; it requires additional activation through inflammatory stimuli to effectively drive the development of pancreatic ductal adenocarcinoma (PDAC). It remains unclear to what extent RAS activation occurs during the development of PDAC in the context of inflammation. Here, in a mouse model with the concurrent expression of KrasG12D/+ and inflammation mediator IKK2 in pancreatic acinar cells, we showed that, compared to KRASG12D alone, the cooperative interaction between KRASG12D and IKK2 rapidly …

Disease Progression, Survival, And Molecular Disparities In Black And White Patients With Endometrioid Endometrial Carcinoma In Real-World Registries And Gog/Nrg Oncology Randomized Phase Iii Clinical Trials, Zachary A Kopelman, Chunqiao Tian, Jordyn Tumas, Neil T Phippen, Christopher M Tarney, Erica R Hope, Stuart S Winkler, Suzanne Jokajtys, Calen W Kucera, John K Chan, Michael T Richardson, Daniel S Kapp, Chad A Hamilton, Charles A Leath, Nathaniel L Jones, Rodney P Rocconi, John H Farley, Angeles Alvarez Secord, Casey M Cosgrove, Matthew A Powell, Ann Klopp, Joan L Walker, Gini F Fleming, Nicholas W Bateman, Thomas P Conrads, G Larry Maxwell, Kathleen M Darcy

Faculty, Staff and Student Publications

OBJECTIVE: Investigate racial disparities in outcomes and molecular features in Black and White patients with endometrioid endometrial carcinoma (EEC).

METHODS: Black and White patients diagnosed with EEC who underwent hysterectomy ± adjuvant treatment in SEER, National Cancer Database (NCDB), the Genomics Evidence Neoplasia Information Exchange (GENIE) project (v.13.0), and eight NCI-sponsored randomized phase III clinical trials (RCTs) were studied. Hazard ratio (HR) and 95% confidence interval (CI) were estimated for cancer-related death (CRD), non-cancer death (NCD), and all-cause death.

RESULTS: Black (n = 4397) vs. White (n = 47,959) patients in SEER had a HR (95% CI) of 2.04 (1.87-2.23) …

Activation Of Endogenous Retroviruses And Induction Of Viral Mimicry By Mek1/2 Inhibition In Pancreatic Cancer, Alice Cortesi, Francesco Gandolfi, Fabiana Arco, Pierluigi Di Chiaro, Emanuele Valli, Sara Polletti, Roberta Noberini, Francesco Gualdrini, Sergio Attanasio, Francesca Citron, I-Lin Ho, Rutvi Shah, Er-Yen Yen, Mara Cetty Spinella, Simona Ronzoni, Simona Rodighiero, Nico Mitro, Tiziana Bonaldi, Serena Ghisletti, Silvia Monticelli, Andrea Viale, Giuseppe Riccardo Diaferia, Gioacchino Natoli

Faculty, Staff and Student Publications

While pancreatic ductal adenocarcinomas (PDACs) are addicted to KRAS-activating mutations, inhibitors of downstream KRAS effectors, such as the MEK1/2 kinase inhibitor trametinib, are devoid of therapeutic effects. However, the extensive rewiring of regulatory circuits driven by the attenuation of the KRAS pathway may induce vulnerabilities of therapeutic relevance. An in-depth molecular analysis of the transcriptional and epigenomic alterations occurring in PDAC cells in the initial hours after MEK1/2 inhibition by trametinib unveiled the induction of endogenous retroviruses (ERVs) escaping epigenetic silencing, leading to the production of double-stranded RNAs and the increased expression of interferon (IFN) genes. We tracked ERV activation …

Visual Outcome And Ocular Complications In Patients With Lacrimal Gland Carcinoma After Eye-Sparing Surgery And Adjuvant Radiation Therapy, Zhenyang Zhao, Steven Jay Frank, Jing Ning, Jiawei Zhao, Xinyang Jiang, Xin A Wang, Amy C Schefler, Ehab Hanna, Amy Moreno, Brandon Gunn, Renata Ferrarotto, Bita Esmaeli

Faculty, Staff and Student Publications

Background: We report visual outcomes and ocular complications in patients with lacrimal gland carcinoma who had eye-sparing surgery followed by radiotherapy.

Methods: This review included consecutive patients with lacrimal gland carcinoma who underwent eye-sparing surgery and adjuvant radiotherapy or concurrent chemoradiation therapy between 2007 and 2018. Clinical data, including details of ophthalmological examinations and radiation treatment were reviewed.

Results: The study included 23 patients, 15 males and 8 females, with median age 51 years. Twenty patients (87%) received intensity-modulated proton therapy; 3 (13%) received intensity-modulated radiotherapy. Nineteen patients (83%) received concurrent chemotherapy. After a median follow-up time of 37 months …

Validation Of A Multiomic Model Of Plasma Extracellular Vesicle Pd-L1 And Radiomics For Prediction Of Response To Immunotherapy In Nsclc, Diego De Miguel-Perez, Murat Ak, Priyadarshini Mamindla, Alessandro Russo, Serafettin Zenkin, Nursima Ak, Vishal Peddagangireddy, Luis Lara-Mejia, Muthukumar Gunasekaran, Andres F Cardona, Aung Naing, Fred R Hirsch, Oscar Arrieta, Rivka R Colen, Christian Rolfo

Faculty, Staff and Student Publications

BACKGROUND: Immune-checkpoint inhibitors (ICIs) have showed unprecedent efficacy in the treatment of patients with advanced non-small cell lung cancer (NSCLC). However, not all patients manifest clinical benefit due to the lack of reliable predictive biomarkers. We showed preliminary data on the predictive role of the combination of radiomics and plasma extracellular vesicle (EV) PD-L1 to predict durable response to ICIs.

MAIN BODY: Here, we validated this model in a prospective cohort of patients receiving ICIs plus chemotherapy and compared it with patients undergoing chemotherapy alone. This multiparametric model showed high sensitivity and specificity at identifying non-responders to ICIs and outperformed …

Final Results Of Urelumab, An Anti-Cd137 Agonist Monoclonal Antibody, In Combination With Cetuximab Or Nivolumab In Patients With Advanced Solid Tumors, Nikhil I Khushalani, Patrick A Ott, Robert L Ferris, Tina Cascone, Dirk Schadendorf, Dung T Le, Manish R Sharma, Fabrice Barlesi, William Sharfman, Jason J Luke, Ignacio Melero, Deanne Lathers, Jaclyn Neely, Satyendra Suryawanshi, Abanti Sanyal, James L Holloway, Rasika Suryawanshi, Scott Ely, Neil H Segal

Faculty, Staff and Student Publications

BACKGROUND: Resistance to immune checkpoint inhibitors and targeted treatments for cancer is common; thus, novel immunotherapy agents are needed. Urelumab is a monoclonal antibody agonist that binds to CD137 receptors expressed on T cells. Here, we report two studies that evaluated urelumab in combination with cetuximab or nivolumab in patients with select, advanced solid tumors.

METHODS: CA186-018: Patients with metastatic colorectal cancer or metastatic squamous cell carcinoma of the head and neck (SCCHN) were treated in a dose-evaluation phase with urelumab 0.1 mg/kg (urelumab-0.1) every 3 weeks (Q3W)+cetuximab 250 mg/m

RESULTS: CA186-018: 66 patients received study treatment. The most frequent …

Protein Biomarkers And Alternatively Methylated Cell-Free Dna Detect Early Stage Pancreatic Cancer, Roni Ben-Ami, Qiao-Li Wang, Jinming Zhang, Julianna G Supplee, Johannes F Fahrmann, Roni Lehmann-Werman, Lauren K Brais, Jonathan Nowak, Chen Yuan, Maureen Loftus, Ana Babic, Ehsan Irajizad, Tal Davidi, Aviad Zick, Ayala Hubert, Daniel Neiman, Sheina Piyanzin, Ofer Gal-Rosenberg, Amit Horn, Ruth Shemer, Benjamin Glaser, Natalia Boos, Kunal Jajoo, Linda Lee, Thomas E Clancy, Douglas A Rubinson, Kimmie Ng, John A Chabot, Fay Kastrinos, Michael Kluger, Andrew J Aguirre, Pasi A Jänne, Nabeel Bardeesy, Ben Stanger, Mark H O'Hara, Jacob Till, Anirban Maitra, Erica L Carpenter, Andrea J Bullock, Jeanine Genkinger, Samir M Hanash, Cloud P Paweletz, Yuval Dor, Brian M Wolpin

Faculty, Staff and Student Publications

Objective: Pancreatic ductal adenocarcinoma (PDAC) is commonly diagnosed at an advanced stage. Liquid biopsy approaches may facilitate detection of early stage PDAC when curative treatments can be employed.

Design: To assess circulating marker discrimination in training, testing and validation patient cohorts (total n=426 patients), plasma markers were measured among PDAC cases and patients with chronic pancreatitis, colorectal cancer (CRC), and healthy controls. Using CA19-9 as an anchor marker, measurements were made of two protein markers (TIMP1, LRG1) and cell-free DNA (cfDNA) pancreas-specific methylation at 9 loci encompassing 61 CpG sites.

Results: Comparative methylome analysis identified nine loci that were differentially …

Congenital Tooth Agenesis And Risk Of Early-Onset Cancer, Saga Elise Eiset, Jeremy Schraw, Gitte Vrelits Sørensen, Pernille Axél Gregersen, Sonja A Rasmussen, Cecilia H Ramlau-Hansen, Philip J Lupo, Henrik Hasle

Faculty, Staff and Students Publications

IMPORTANCE: There is some evidence that tooth agenesis (congenital absence of 1 or more teeth) is associated with cancer risk, especially carcinomas of the colon and ovaries, but results of previous studies are conflicting, and associations have not yet been evaluated in a population-based setting.

OBJECTIVE: To examine the association between tooth agenesis and specific cancer types before 40 years of age.

DESIGN, SETTING, AND PARTICIPANTS: This population-based cohort study used linking data from nationwide registries in Denmark to assess all Danish live-born singletons born from January 1, 1977, to December 31, 2018, and followed up for up to 40 …

Efficacy Of Single-Agent Chemotherapy In Endocrine Therapy-Refractory Metastatic Invasive Lobular Carcinoma, Jason A Mouabbi, Wei Qaio, Yu Shen, Akshara Singareeka Raghavendra, Debasish Tripathy, Rachel M Layman

Faculty, Staff and Student Publications

Background: Hormone receptor (HR)-positive, HER2-negative metastatic invasive lobular breast cancer (mILC) is distinct from invasive ductal cancer (IDC) in clinicopathologic and molecular characteristics, impacting its response to systemic therapy. While endocrine therapy (ET) combined with targeted therapies has shown efficacy in ET-sensitive mILC, data on chemotherapy in ET-refractory mILC remain limited. We investigated the efficacy of single-agent capecitabine (CAP) versus taxanes (TAX) in ET-refractory HR+ HER2-negative patients with mILC.

Materials and methods: Using data from the MD Anderson prospectively collected breast cancer database, we identified patients with HR+ HER2-negative mILC who received prior ET and first-time chemotherapy in the metastatic …

Polygenic Risk Scores, Radiation Treatment Exposures And Subsequent Cancer Risk In Childhood Cancer Survivors, Todd M Gibson, Danielle M Karyadi, Stephen W Hartley, Michael A Arnold, Amy Berrington De Gonzalez, Miriam R Conces, Rebecca M Howell, Vidushi Kapoor, Wendy M Leisenring, Joseph P Neglia, Joshua N Sampson, Lucie M Turcotte, Stephen J Chanock, Gregory T Armstrong, Lindsay M Morton

Faculty, Staff and Student Publications

Survivors of childhood cancer are at increased risk for subsequent cancers attributable to the late effects of radiotherapy and other treatment exposures; thus, further understanding of the impact of genetic predisposition on risk is needed. Combining genotype data for 11,220 5-year survivors from the Childhood Cancer Survivor Study and the St Jude Lifetime Cohort, we found that cancer-specific polygenic risk scores (PRSs) derived from general population, genome-wide association study, cancer loci identified survivors of European ancestry at increased risk of subsequent basal cell carcinoma (odds ratio per s.d. of the PRS: OR = 1.37, 95% confidence interval (CI) = 1.29-1.46), …

Polygenic Risk Scores, Radiation Treatment Exposures And Subsequent Cancer Risk In Childhood Cancer Survivors, Todd M Gibson, Danielle M Karyadi, Stephen W Hartley, Michael A Arnold, Amy Berrington De Gonzalez, Miriam R Conces, Rebecca M Howell, Vidushi Kapoor, Wendy M Leisenring, Joseph P Neglia, Joshua N Sampson, Lucie M Turcotte, Stephen J Chanock, Gregory T Armstrong, Lindsay M Morton

Faculty, Staff and Student Publications

Survivors of childhood cancer are at increased risk for subsequent cancers attributable to the late effects of radiotherapy and other treatment exposures; thus, further understanding of the impact of genetic predisposition on risk is needed. Combining genotype data for 11,220 5-year survivors from the Childhood Cancer Survivor Study and the St Jude Lifetime Cohort, we found that cancer-specific polygenic risk scores (PRSs) derived from general population, genome-wide association study, cancer loci identified survivors of European ancestry at increased risk of subsequent basal cell carcinoma (odds ratio per s.d. of the PRS: OR = 1.37, 95% confidence interval (CI) = 1.29-1.46), …

Surrogate Endpoints In Clinical Trials Of P16-Positive Squamous Cell Carcinoma Of The Oropharynx: An Individual Patient Data Meta-Analysis, Laila A Gharzai, Emily Morris, Krithika Suresh, Phuc Felix Nguyen-Tân, David I Rosenthal, Maura L Gillison, Paul M Harari, Adam S Garden, Shlomo Koyfman, Jimmy J Caudell, Christopher U Jones, Darrion L Mitchell, Greg Krempl, John A Ridge, Michael F Gensheimer, James A Bonner, Edith Filion, Neal E Dunlap, William A Stokes, Quynh-Thu Le, Pedro Torres-Saavedra, Michelle Mierzwa, Matthew J Schipper

Faculty, Staff and Student Publications

Background: The increased incidence of human papillomavirus (HPV)-related cancers has motivated efforts to optimise treatment for these patients with excellent prognosis. Validation of surrogates for overall survival could expedite the investigation of new therapies. We sought to evaluate candidate intermediate clinical endpoints in trials assessing definitive treatment of p16-positive oropharyngeal cancer with chemotherapy or radiotherapy.

Methods: We did a retrospective review of five multicentre, randomised trials (NRG/RTOG 9003, 0129, 0234, 0522, and 1016) that tested radiotherapy with or without chemotherapy in patients (aged ≥18 years) with p16-positive localised head or neck squamous-cell carcinomas. Eight intermediate clinical endpoints were considered as …

Personalized Accelerated Chemoradiation (Pacer) For Lung Cancer: Protocol For A Bayesian Optimal Phase I/Ii Trial, Caressa Hui, Eleanor Brown, Samantha Wong, Millie Das, Heather Wakelee, Joel Neal, Kavitha Ramchandran, Nathaniel J Myall, Daniel Pham, Lei Xing, Yong Yang, Nataliya Kovalchuk, Ying Yuan, Ying Lu, Michael Xiang, Alex Chin, Maximilian Diehn, Billy W Loo, Lucas K Vitzthum

Faculty, Staff and Student Publications

Introduction: Prior attempts to escalate radiation dose for non-small cell lung cancer (NSCLC) have not improved survival. Given the high risk for cardiopulmonary toxicity with treatment and heterogenous presentation of locally advanced NSCLC, it is unlikely that a single dose regimen is optimal for all patients. This phase I/II trial aims to evaluate a novel treatment approach where the level of accelerated hypofractionation is determined by the predicted toxicity from dose to organs at risk (OARs).

Methods: Patients ≥ 18 years old with lung cancer planned for fractionated radiotherapy to the lung with concurrent chemotherapy will be eligible. Radiation therapy …

Clinical And Dosimetric Results Of Proton Or Photon Radiation Therapy For Large (>5 Cm) Hepatocellular Carcinoma: A Retrospective Analysis, Rodney Cheng-En Hsieh, Ching-Hsin Lee, Hsiao-Chieh Huang, Shu-Wei Wu, Chen-Yu Chou, Sheng-Ping Hung, Chao-Wei Lee, Sunil Krishnan, Bhanu Prasad Venkatesulu, Jin-Chiao Lee, Yung-Chih Chou, Kun-Ming Chan, Po-Ting Lin, Wei-Chen Lee, Chen-Chun Lin, Shen-Yen Lin, Ji-Hong Hong

Faculty, Staff and Student Publications

Purpose: Our purpose was to report the clinical and dosimetric attributes of patients with large unresectable hepatocellular carcinoma (HCC) undergoing proton or photon radiation therapy.

Methods and materials: We retrospectively analyzed the outcomes and dosimetric indices of 159 patients with >5 cm nonmetastatic HCC who underwent definitive radiation therapy using either protons (N = 105) or photons (N = 54) between 2014 and 2018. Additional photon plans were performed in the 105 proton-treated patients using the same dose prescription criteria for intragroup dosimetric comparison.

Results: After a median follow-up of 47 months, patients with biologically effective dose (BED10) ≥ 75 …

Diras3 Induces Autophagy And Enhances Sensitivity To Anti-Autophagic Therapy In Kras-Driven Pancreatic And Ovarian Carcinomas, Gamze Bildik, Joshua P Gray, Weiqun Mao, Hailing Yang, Rumeysa Ozyurt, Vivian R Orellana, Olivier De Wever, Mark S Carey, Robert C Bast, Zhen Lu

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) and low-grade ovarian cancer (LGSOC) are characterized by the prevalence of KRAS oncogene mutations. DIRAS3 is the first endogenous non-RAS protein that heterodimerizes with RAS, disrupts RAS clustering, blocks RAS signaling, and inhibits cancer cell growth. Here, we found that DIRAS3-mediated KRAS inhibition induces ROS-mediated apoptosis in PDAC and LGSOC cells with KRAS mutations, but not in cells with wild-type KRAS, by downregulating NFE2L2/Nrf2 transcription, reducing antioxidants, and inducing oxidative stress. DIRAS3 also induces cytoprotective macroautophagy/autophagy that may protect mutant KRAS cancer cells from oxidative stress, by inhibiting mutant KRAS, activating the STK11/LKB1-PRKAA/AMPK pathway, increasing lysosomal …

Biomarker-Directed Targeted Therapy Plus Durvalumab In Advanced Non-Small-Cell Lung Cancer: A Phase 2 Umbrella Trial, Benjamin Besse, Elvire Pons-Tostivint, Keunchil Park, Sylvia Hartl, Patrick M Forde, Maximilian J Hochmair, Mark M Awad, Michael Thomas, Glenwood Goss, Paul Wheatley-Price, Frances A Shepherd, Marie Florescu, Parneet Cheema, Quincy S C Chu, Sang-We Kim, Daniel Morgensztern, Melissa L Johnson, Sophie Cousin, Dong-Wan Kim, Mor T Moskovitz, David Vicente, Boaz Aronson, Rosalind Hobson, Helen J Ambrose, Sajan Khosla, Avinash Reddy, Deanna L Russell, Mohamed Reda Keddar, James P Conway, J Carl Barrett, Emma Dean, Rakesh Kumar, Marlene Dressman, Philip J Jewsbury, Sonia Iyer, Simon T Barry, Jan Cosaert, John V Heymach

Faculty, Staff and Student Publications

For patients with non-small-cell lung cancer (NSCLC) tumors without currently targetable molecular alterations, standard-of-care treatment is immunotherapy with anti-PD-(L)1 checkpoint inhibitors, alone or with platinum-doublet therapy. However, not all patients derive durable benefit and resistance to immune checkpoint blockade is common. Understanding mechanisms of resistance—which can include defects in DNA damage response and repair pathways, alterations or functional mutations in STK11/LKB1, alterations in antigen-presentation pathways, and immunosuppressive cellular subsets within the tumor microenvironment—and developing effective therapies to overcome them, remains an unmet need. Here the phase 2 umbrella HUDSON study evaluated rational combination regimens for advanced NSCLC following failure …

Real-World Efficacy And Safety Of Amivantamab For Egfr-Mutant Nsclc, Kaiwen Wang, Robyn Du, Nathaniel J Myall, Whitney E Lewis, Natalie Uy, Lingzhi Hong, Ferdinandos Skoulidis, Lauren A Byers, Anne Tsao, Tina Cascone, Jenny Pozadzides, Janet Tu, Marcelo V Negrao, Don L Gibbons, Keunchil Park, Waree Rinsurongkawong, J Jack Lee, David Gandara, Deepti Behl, Catherine A Shu, Jonathan W Riess, Christina Baik, Heather A Wakelee, Ara A Vaporciyan, John V Heymach, Jianjun Zhang, Xiuning Le

Faculty, Staff and Student Publications

Introduction: Amivantamab-vmjw (amivantamab) is a bispecific EGFR/MET antibody approved for patients with advanced NSCLC with EGFR exon 20 insertion mutations, after prior therapy. Nevertheless, the benefits and safety of amivantamab in other EGFR-mutant lung cancer, with or without osimertinib, and with concurrent radiation therapy, are less known.

Methods: We queried the MD Anderson Lung Cancer GEMINI, Fred Hutchinson Cancer Research Center, University of California Davis Comprehensive Cancer Center, and Stanford Cancer Center's database for patients with EGFR-mutant NSCLC treated with amivantamab, not on a clinical trial. The data analyzed included initial response, duration of treatment, and concomitant radiation safety in …

Comparative Genomics Incorporating Translocation Renal Cell Carcinoma Mouse Model Reveals Molecular Mechanisms Of Tumorigenesis, Gopinath Prakasam, Akhilesh Mishra, Alana Christie, Jeffrey Miyata, Deyssy Carrillo, Vanina T Tcheuyap, Hui Ye, Quyen N Do, Yunguan Wang, Oscar Reig Torras, Ramesh Butti, Hua Zhong, Jeffrey Gagan, Kevin B Jones, Thomas J Carroll, Zora Modrusan, Steffen Durinck, Mai-Carmen Requena-Komuro, Noelle S Williams, Ivan Pedrosa, Tao Wang, Dinesh Rakheja, Payal Kapur, James Brugarolas

Faculty, Staff and Student Publications

Translocation renal cell carcinoma (tRCC) most commonly involves an ASPSCR1-TFE3 fusion, but molecular mechanisms remain elusive and animal models are lacking. Here, we show that human ASPSCR1-TFE3 driven by Pax8-Cre (a credentialed clear cell RCC driver) disrupted nephrogenesis and glomerular development, causing neonatal death, while the clear cell RCC failed driver, Sglt2-Cre, induced aggressive tRCC (as well as alveolar soft part sarcoma) with complete penetrance and short latency. However, in both contexts, ASPSCR1-TFE3 led to characteristic morphological cellular changes, loss of epithelial markers, and an epithelial-mesenchymal transition. Electron microscopy of tRCC tumors showed lysosome expansion, and functional studies revealed simultaneous …

Orbital And Periocular Complications In Patients With Sinonasal Tumours With Orbital Invasion, Jiawei Zhao, Xinyang Jiang, Ehab Hanna, Shirley Y Su, Amy Moreno, Brandon Gunn, Steven Jay Frank, Renata Ferrarotto, Jing Ning, Bita Esmaeli

Faculty, Staff and Student Publications

Aims: The purpose of this study was to determine the frequency and associated risk factors of orbital/periocular complications in patients with sinonasal tumour with orbital invasion managed with eye-sparing treatments.

Methods: A retrospective case series of patients with primary sinonasal tumour with orbital invasion from January 2008 to December 2018. Patient factors were compared between the following groups: (1)patients with orbital/periocular complications versus those who did not and (2) patients who needed secondary oculoplastic surgical procedures versus those who did not.

Results: Out of 80 patients, 48 had eye-sparing surgery, 8 had orbital exenteration and 24 were managed non-surgically. The …

A Small Molecule With Big Impact: Mrtx1133 Targets The Krasg12d Mutation In Pancreatic Cancer, Daoyan Wei, Liang Wang, Xiangsheng Zuo, Anirban Maitra, Robert S Bresalier

Faculty, Staff and Student Publications

KRAS mutations drive oncogenic alterations in numerous cancers, particularly in human pancreatic ductal adenocarcinoma (PDAC). About 93% of PDACs have KRAS mutations, with G12D (∼42% of cases) and G12V (∼32% of cases) being the most common. The recent approval of sotorasib (AMG510), a small-molecule, covalent, and selective KRASG12C inhibitor, for treating patients with non-small cell lung cancer represents a breakthrough in KRAS targeted therapy. However, there is a need to develop other much-needed KRAS-mutant inhibitors for PDAC therapy. Notably, Mirati Therapeutics recently developed MRTX1133, a small-molecule, noncovalent, and selective KRASG12D inhibitor through extensive structure-based drug design. MRTX1133 has demonstrated potent …

Sting Licensing Of Type I Dendritic Cells Potentiates Antitumor Immunity, Jian Wang, Suxin Li, Maggie Wang, Xu Wang, Shuqing Chen, Zhichen Sun, Xiubao Ren, Gang Huang, Baran D Sumer, Nan Yan, Yang-Xin Fu, Jinming Gao

Faculty, Staff and Student Publications

Stimulator of interferon genes (STING) is an immune adaptor protein that senses cyclic GMP-AMP (cGAMP) in response to self or microbial cytosolic DNA as a danger signal. STING is ubiquitously expressed in diverse cell populations including cancer cells with distinct cellular functions such as activation of type I interferons, autophagy induction, or triggering apoptosis. It is not well understood whether and which subsets of immune cells, stromal cells, or cancer cells are particularly important for STING-mediated antitumor immunity. Here using a polymeric STING-activating nanoparticle (PolySTING) with a “shock-and-lock” dual activation mechanism, we show type 1 conventional dendritic cell (cDC1) is …

Aspscr1-Tfe3 Reprograms Transcription By Organizing Enhancer Loops Around Hexameric Vcp/P97, Amir Pozner, Li Li, Shiv Prakash Verma, Shuxin Wang, Jared J Barrott, Mary L Nelson, Jamie S E Yu, Gian Luca Negri, Shane Colborne, Christopher S Hughes, Ju-Fen Zhu, Sydney L Lambert, Lara S Carroll, Kyllie Smith-Fry, Michael G Stewart, Sarmishta Kannan, Bodrie Jensen, Cini M John, Saif Sikdar, Hongrui Liu, Ngoc Ha Dang, Jennifer Bourdage, Jinxiu Li, Jeffery M Vahrenkamp, Katelyn L Mortenson, John S Groundland, Rosanna Wustrack, Donna L Senger, Franz J Zemp, Douglas J Mahoney, Jason Gertz, Xiaoyang Zhang, Alexander J Lazar, Martin Hirst, Gregg B Morin, Torsten O Nielsen, Peter S Shen, Kevin B Jones

Faculty, Staff and Student Publications

The t(X,17) chromosomal translocation, generating the ASPSCR1::TFE3 fusion oncoprotein, is the singular genetic driver of alveolar soft part sarcoma (ASPS) and some Xp11-rearranged renal cell carcinomas (RCCs), frustrating efforts to identify therapeutic targets for these rare cancers. Here, proteomic analysis identifies VCP/p97, an AAA+ ATPase with known segregase function, as strongly enriched in co-immunoprecipitated nuclear complexes with ASPSCR1::TFE3. We demonstrate that VCP is a likely obligate co-factor of ASPSCR1::TFE3, one of the only such fusion oncoprotein co-factors identified in cancer biology. Specifically, VCP co-distributes with ASPSCR1::TFE3 across chromatin in association with enhancers genome-wide. VCP presence, its hexameric assembly, and its …

Identification Of New Egfr Inhibitors By Structure-Based Virtual Screening And Biological Evaluation, Shuyi Wang, Xiaotian Xu, Chuxin Pan, Qian Guo, Qinlan Li, Shanhe Wan, Zhonghuang Li, Jiajie Zhang, Xiaoyun Wu

Faculty, Staff and Student Publications

Epidermal growth factor receptor (EGFR) inhibitors have been used in clinical for the treatment of non-small-cell lung cancer for years. However, the emergence of drug resistance continues to be a major problem. To identify potential inhibitors, molecular docking-based virtual screening was conducted on ChemDiv and Enamine commercial databases using the Glide program. After multi-step VS and visual inspection, a total of 23 compounds with novel and varied structures were selected, and the predicted ADMET properties were within the satisfactory range. Further molecular dynamics simulations revealed that the reprehensive compound ZINC49691377 formed a stable complex with the allosteric pocket of EGFR …

Targeting Alk Averts Ribonuclease 1-Induced Immunosuppression And Enhances Antitumor Immunity In Hepatocellular Carcinoma, Chunxiao Liu, Chenhao Zhou, Weiya Xia, Yifan Zhou, Yufan Qiu, Jialei Weng, Qiang Zhou, Wanyong Chen, Ying-Nai Wang, Heng-Huan Lee, Shao-Chun Wang, Ming Kuang, Dihua Yu, Ning Ren, Mien-Chie Hung

Faculty, Staff and Student Publications

Tumor-secreted factors contribute to the development of a microenvironment that facilitates the escape of cancer cells from immunotherapy. In this study, we conduct a retrospective comparison of the proteins secreted by hepatocellular carcinoma (HCC) cells in responders and non-responders among a cohort of ten patients who received Nivolumab (anti-PD-1 antibody). Our findings indicate that non-responders have a high abundance of secreted RNase1, which is associated with a poor prognosis in various cancer types. Furthermore, mice implanted with HCC cells that overexpress RNase1 exhibit immunosuppressive tumor microenvironments and diminished response to anti-PD-1 therapy. RNase1 induces the polarization of macrophages towards a …

Efficacy And Safety Of Autologous Tumor-Infiltrating Lymphocytes In Recurrent Or Refractory Ovarian Cancer, Colorectal Cancer, And Pancreatic Ductal Adenocarcinoma, Rodabe Amaria, Anne Knisely, David Vining, Scott Kopetz, Michael J Overman, Milind Javle, Mara B Antonoff, Ching-Wei D Tzeng, Robert A Wolff, Shubham Pant, Kathryn Lito, Kelly Rangel, Bryan Fellman, Ying Yuan, Karen H Lu, Donastas Sakellariou-Thompson, Cara L Haymaker, Marie-Andrée Forget, Patrick Hwu, Chantale Bernatchez, Amir A Jazaeri

Faculty, Staff and Student Publications

BACKGROUND: Tumor-infiltrating lymphocyte (TIL) therapy has shown efficacy in metastatic melanoma, non-small cell lung cancer, and other solid tumors. Our preclinical work demonstrated more robust CD8 predominant TIL production when agonistic anti-4-1BB and CD3 antibodies were used in early ex vivo TIL culture.

METHODS: Patients with treatment-refractory metastatic colorectal (CRC), pancreatic (PDAC) and ovarian (OVCA) cancers were eligible. Lymphodepleting chemotherapy was followed by infusion of ex vivo expanded TIL, manufactured at MD Anderson Cancer Center with IL-2 and agonistic stimulation of CD3 and 4-1BB (urelumab). Patients received up to six doses of high-dose IL-2 after TIL infusion. Primary endpoint was …

Deep Learning-Based Automatic Segmentation Of Cardiac Substructures For Lung Cancers, Xinru Chen, Raymond P Mumme, Kelsey L Corrigan, Yuki Mukai-Sasaki, Efstratios Koutroumpakis, Nicolas L Palaskas, Callistus M Nguyen, Yao Zhao, Kai Huang, Cenji Yu, Ting Xu, Aji Daniel, Peter A Balter, Xiaodong Zhang, Joshua S Niedzielski, Sanjay S Shete, Anita Deswal, Laurence E Court, Zhongxing Liao, Jinzhong Yang

Faculty, Staff and Student Publications

Purpose: Accurate and comprehensive segmentation of cardiac substructures is crucial for minimizing the risk of radiation-induced heart disease in lung cancer radiotherapy. We sought to develop and validate deep learning-based auto-segmentation models for cardiac substructures.

Materials and methods: Nineteen cardiac substructures (whole heart, 4 heart chambers, 6 great vessels, 4 valves, and 4 coronary arteries) in 100 patients treated for non-small cell lung cancer were manually delineated by two radiation oncologists. The valves and coronary arteries were delineated as planning risk volumes. An nnU-Net auto-segmentation model was trained, validated, and tested on this dataset with a split ratio of 75:5:20. …

Genomic Staging Of Multifocal Lung Squamous Cell Carcinomas Is Independent Of The Comprehensive Morphologic Assessment, Sanja Dacic, Xuanye Cao, Neus Bota-Rabassedas, Beatriz Sanchez-Espiridion, Sabina Berezowska, Yuchen Han, Jin-Haeng Chung, Mary Beth Beasley, Lin Dongmei, David Hwang, Mari Mino-Kenudson, Yuko Minami, Mauro Papotti, Natasha Rekhtman, Anja C Roden, Erik Thunnissen, Ming-Sound Tsao, Yasushi Yatabe, Akihiko Yoshida, Linghua Wang, Douglas J Hartman, Jacob A Jerome, Humam Kadara, Teh-Ying Chou, Ignacio I Wistuba

Faculty, Staff and Student Publications

Introduction: Morphologic and molecular data for staging of multifocal lung squamous cell carcinomas (LSCCs) are limited. In this study, whole exome sequencing (WES) was used as the gold standard to determine whether multifocal LSCC represented separate primary lung cancers (SPLCs) or intrapulmonary metastases (IPMs). Genomic profiles were compared with the comprehensive morphologic assessment.

Methods: WES was performed on 20 tumor pairs of multifocal LSCC and matched normal lymph nodes using the Illumina NovaSeq6000 S4-Xp (Illumina, San Diego, CA). WES clonal and subclonal analysis data were compared with histologic assessment by 16 thoracic pathologists. In addition, the immune gene profiling of …

Circulating Tumor Dna And Radiological Tumor Volume Identify Patients At Risk For Relapse With Resected, Early-Stage Non-Small-Cell Lung Cancer, H T Tran, S Heeke, S Sujit, N Vokes, J Zhang, M Aminu, V K Lam, A Vaporciyan, S G Swisher, M C B Godoy, T Cascone, B Sepesi, D L Gibbons, J Wu, J V Heymach

Faculty, Staff and Student Publications

Background: Predicting relapse and overall survival (OS) in early-stage non-small-cell lung cancer (NSCLC) patients remains challenging. Therefore, we hypothesized that detection of circulating tumor DNA (ctDNA) can identify patients with increased risk of relapse and that integrating radiological tumor volume measurement along with ctDNA detectability improves prediction of outcome.

Patients and methods: We analyzed 366 serial plasma samples from 85 patients who underwent surgical resections and assessed ctDNA using a next-generation sequencing liquid biopsy assay, and measured tumor volume using a computed tomography-based three-dimensional annotation.

Results: Our results showed that patients with detectable ctDNA at baseline or after treatment and …

Locoregional Therapies In Immunologically "Cold" Tumors: Opportunities And Clinical Trial Design Considerations, Pavlos Msaouel, Rahul A Sheth

Faculty, Staff and Student Publications

Immunotherapy has revolutionized cancer management, but many tumors, particularly immunologically "cold" tumors, remain resistant to the therapy. The combination of conventional systemic immunotherapies and locoregional interventional radiology approaches is being explored to transform these cold tumors into immunologically active "hot" ones. The present article uses the example of chromophobe renal cell carcinoma (ChRCC), a renal cell carcinoma subtype resistant to current systemic immunotherapies, to address practical and conceptual challenges that have prevented the activation of clinical trials specifically designed for this malignancy to date. The practical framework discussed herein can help overcome logistic and funding limitations and facilitate the development …