Biomedical Informatics Commons^™

Clinical Significance Of Glycolytic Metabolic Activity In Hepatocellular Carcinoma, Joann Jung, Sowon Park, Yeonwoo Jang, Sung-Hwan Lee, Yun Seong Jeong, Sun Young Yim, Ju-Seog Lee

Faculty, Staff and Student Publications

High metabolic activity is a hallmark of cancers, including hepatocellular carcinoma (HCC). However, the molecular features of HCC with high metabolic activity contributing to clinical outcomes and the therapeutic implications of these characteristics are poorly understood. We aimed to define the features of HCC with high metabolic activity and uncover its association with response to current therapies. By integrating gene expression data from mouse liver tissues and tumor tissues from HCC patients (n = 1038), we uncovered three metabolically distinct HCC subtypes that differ in clinical outcomes and underlying molecular biology. The high metabolic subtype is characterized by poor …

The Role Of Lncrnas In The Tumor Microenvironment And Immunotherapy Of Melanoma, Wencheng Zhou, Xuewen Xu, Ying Cen, Junjie Chen

Faculty, Staff and Student Publications

Melanoma is one of the most lethal tumors with highly aggressive and metastatic properties. Although immunotherapy and targeted therapy have certain therapeutic effects in melanoma, a significant proportion of patients still have drug resistance after treatment. Recent studies have shown that long noncoding RNAs (lncRNAs) are widely recognized as regulatory factors in cancer. They can regulate numerous cellular processes, including cell proliferation, metastasis, epithelial-mesenchymal transition (EMT) progression and the immune microenvironment. The role of lncRNAs in malignant tumors has received much attention, whereas the relationship between lncRNAs and melanoma requires further investigation. Our review summarizes tumor suppressive and oncogenic lncRNAs …

Protocol For Mathematical Prediction Of Patient Response And Survival To Immune Checkpoint Inhibitor Immunotherapy, Joseph D Butner, Maguy Farhat, Vittorio Cristini, Caroline Chung, Zhihui Wang

Faculty, Staff and Student Publications

This protocol describes the application of a mechanistic mathematical model of immune checkpoint inhibitor (ICI) immunotherapy to patient tumor imaging data for predicting solid tumor response and patient survival under ICI intervention. We describe steps for data collection and processing, data pipelines, and approaches to increase precision. The protocol is highly predictive as early as the first restaging after treatment start and can be used with standard-of-care imaging measures. For complete details on the use and execution of this protocol, please refer to Butner et al. (2020)

A Time And Place For Inhibiting Autophagy, Boyi Gan

Faculty, Staff and Student Publications

Autophagy is an attractive therapeutic target in cancer. Successful autophagy-focused clinical intervention will require a detailed understanding of when and where autophagy is important during tumorigenesis. In this issue of Cancer Research, Khayati and colleagues use state-of-the-art genetically engineered mouse models to demonstrate that transient systemic inhibition of autophagy can irreversibly impair the growth of established lung tumors with a good tolerability in normal tissues, suggesting a therapeutic strategy for cancer treatment.

Spinal Metastases And The Evolving Role Of Molecular Targeted Therapy, Chemotherapy, And Immunotherapy, Elena I Fomchenko, James C Bayley, Christopher Alvarez-Breckenridge, Laurence D Rhines, Claudio E Tatsui

Faculty, Staff and Student Publications

Metastatic involvement of the spine is a common complication of systemic cancer progression. Surgery and external beam radiotherapy are palliative treatment modalities aiming to preserve neurological function, control pain and maintain functional status. More recently, with development of image guidance and stereotactic delivery of high doses of conformal radiation, local tumor control has improved; however recurrent or radiation refractory disease remains a significant clinical problem with limited treatment options. This manuscript represents a narrative overview of novel targeted molecular therapies, chemotherapies, and immunotherapy treatments for patients with breast, lung, melanoma, renal cell, prostate, and thyroid cancers, which resulted in improved …

Autologous Humanized Mouse Models To Study Combination And Single-Agent Immunotherapy For Colorectal Cancer Patient-Derived Xenografts, Preeti Kanikarla Marie, Alexey V Sorokin, Lea A Bitner, Rebecca Aden, Michael Lam, Ganiraju Manyam, Melanie N Woods, Amanda Anderson, Anna Capasso, Natalie Fowlkes, Michael J Overman, David G Menter, Scott Kopetz

Faculty, Staff and Student Publications

Designing studies of immunotherapy is limited due to a lack of pre-clinical models that reliably predict effective immunotherapy responses. To address this gap, we developed humanized mouse models of colorectal cancer (CRC) incorporating patient-derived xenografts (PDX) with human peripheral blood mononuclear cells (PBMC). Humanized mice with CRC PDXs were generated via engraftment of autologous (isolated from the same patients as the PDXs) or allogeneic (isolated from healthy donors) PBMCs. Human T cells were detected in mouse blood, tissues, and infiltrated the implanted PDXs. The inclusion of anti-PD-1 therapy revealed that tumor responses in autologous but not allogeneic models were more …

Lymphocyte Sparing Normal Tissue Effects In The Clinic (Lymphotec): A Systematic Review Of Dose Constraint Considerations To Mitigate Radiation-Related Lymphopenia In The Era Of Immunotherapy, Bhanuprasad Venkatesulu, Prashanth Giridhar, Lincoln Pujari, Brian Chou, Jae Han Lee, Alec M Block, Rituraj Upadhyay, James S Welsh, Matthew M Harkenrider, Sunil Krishnan, Vivek Verma, Cheng En Hsieh, Satyajit Pradhan, William Small, Abhishek A Solanki

Faculty, Staff and Student Publications

Background: Radiation-related lymphopenia has been associated with suboptimal tumor control rates leading to inferior survival outcomes. To date, no standardized dose constraints are available to limit radiation dose to resident and circulating lymphocyte populations. We undertook this systemic review of the literature to provide a synopsis of the dosimetric predictors of radiation-related lymphopenia in solid malignancies.

Methodology: A systematic literature review of PubMed (National Institutes of Health), Cochrane Central (Cochrane collaboration), and Google Scholar was conducted with the following keywords: "radiation", "lymphopenia", "cancer", "dosimetric predictors" with an inclusion deadline of May 31, 2022. Studies that met prespecified inclusion criteria were …

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 …

Immunological Conversion Of Solid Tumours Using A Bispecific Nanobioconjugate For Cancer Immunotherapy, Yifei Lu, Kristin Huntoon, Daeyong Lee, Yifan Wang, Jonghoon Ha, Yaqing Qie, Xuefeng Li, Benjamin R Schrank, Shiyan Dong, Thomas D Gallup, Minjeong Kang, Hai Zhao, Yi An, Zhaogang Yang, Jing Li, Betty Y S Kim, Wen Jiang

Faculty, Staff and Student Publications

Solid tumours display a limited response to immunotherapies. By contrast, haematological malignancies exhibit significantly higher response rates to immunotherapies as compared with solid tumours. Among several microenvironmental and biological disparities, the differential expression of unique immune regulatory molecules contributes significantly to the interaction of blood cancer cells with immune cells. The self-ligand receptor of the signalling lymphocytic activation molecule family member 7 (SLAMF7), a molecule that is critical in promoting the body's innate immune cells to detect and engulf cancer cells, is expressed nearly exclusively on the cell surface of haematologic tumours, but not on solid ones. Here we show …

Activated B Cells Suppress T-Cell Function Through Metabolic Competition, Nobuhiko Imahashi, Rafet Basar, Yuefan Huang, Fang Wang, Natalia Baran, Pinaki Prosad Banerjee, Junjun Lu, Ana Karen Nunez Cortes, Nadima Uprety, Emily Ensley, Luis Muniz-Feliciano, Tamara J Laskowski, Judy S Moyes, May Daher, Mayela Mendt, Lucila N Kerbauy, Mayra Shanley, Li Li, Francesca Lorraine Wei Inng Lim, Hila Shaim, Ye Li, Marina Konopleva, Michael Green, Jennifer Wargo, Elizabeth J Shpall, Ken Chen, Katayoun Rezvani

Faculty, Staff and Student Publications

BACKGROUND: B cells play a pivotal role in regulating the immune response. The induction of B cell-mediated immunosuppressive function requires B cell activating signals. However, the mechanisms by which activated B cells mediate T-cell suppression are not fully understood.

METHODS: We investigated the potential contribution of metabolic activity of activated B cells to T-cell suppression by performing in vitro experiments and by analyzing clinical samples using mass cytometry and single-cell RNA sequencing.

RESULTS: Here we show that following activation, B cells acquire an immunoregulatory phenotype and promote T-cell suppression by metabolic competition. Activated B cells induced hypoxia in T cells …

Tumor-Intrinsic Sirpa Promotes Sensitivity To Checkpoint Inhibition Immunotherapy In Melanoma, Zhicheng Zhou, Mei-Ju May Chen, Yikai Luo, Kamalika Mojumdar, Xin Peng, Hu Chen, Shweta V Kumar, Rehan Akbani, Yiling Lu, Han Liang

Faculty, Staff and Student Publications

Checkpoint inhibition immunotherapy has revolutionized cancer treatment, but many patients show resistance. Here we perform integrative transcriptomic and proteomic analyses on emerging immuno-oncology targets across multiple clinical cohorts of melanoma under anti-PD-1 treatment, on both bulk and single-cell levels. We reveal a surprising role of tumor-intrinsic SIRPA in enhancing antitumor immunity, in contrast to its well-established role as a major inhibitory immune modulator in macrophages. The loss of SIRPA expression is a marker of melanoma dedifferentiation, a key phenotype linked to immunotherapy efficacy. Inhibition of SIRPA in melanoma cells abrogates tumor killing by activated CD8+ T cells in a co-culture …

Melanoma Central Nervous System Metastases: An Update To Approaches, Challenges, And Opportunities, Alcida Karz, Maya Dimitrova, Kevin Kleffman, Christopher Alvarez-Breckenridge, Michael B Atkins, Adrienne Boire, Marcus Bosenberg, Priscilla Brastianos, Daniel P Cahill, Qing Chen, Sherise Ferguson, Peter Forsyth, Isabella C Glitza Oliva, Sarah B Goldberg, Sheri L Holmen, Jonathan P S Knisely, Glenn Merlino, Don X Nguyen, Michael E Pacold, Eva Perez-Guijarro, Keiran S M Smalley, Hussein A Tawbi, Patrick Y Wen, Michael A Davies, Harriet M Kluger, Janice M Mehnert, Eva Hernando

Faculty, Staff and Student Publications

Brain metastases are the most common brain malignancy. This review discusses the studies presented at the third annual meeting of the Melanoma Research Foundation in the context of other recent reports on the biology and treatment of melanoma brain metastases (MBM). Although symptomatic MBM patients were historically excluded from immunotherapy trials, efforts from clinicians and patient advocates have resulted in more inclusive and even dedicated clinical trials for MBM patients. The results of checkpoint inhibitor trials were discussed in conversation with current standards of care for MBM patients, including steroids, radiotherapy, and targeted therapy. Advances in the basic scientific understanding …

Netie: Inferring The Evolution Of Neoantigen-T Cell Interactions In Tumors, Tianshi Lu, Seongoh Park, Yi Han, Yunguan Wang, Shawna Marie Hubert, P Andy Futreal, Ignacio Wistuba, John V Heymach, Alexandre Reuben, Jianjun Zhang, Tao Wang

Faculty, Staff and Student Publications

Neoantigens are the key targets of antitumor immune responses from cytotoxic T cells and play a critical role in affecting tumor progressions and immunotherapy treatment responses. However, little is known about how the interaction between neoantigens and T cells ultimately affects the evolution of cancerous masses. Here, we develop a hierarchical Bayesian model, named neoantigen-T cell interaction estimation (netie) to infer the history of neoantigen-CD8

Immune Dysfunction Signatures Predict Outcomes And Define Checkpoint Blockade-Unresponsive Microenvironments In Acute Myeloid Leukemia, Sergio Rutella, Jayakumar Vadakekolathu, Francesco Mazziotta, Stephen Reeder, Tung-On Yau, Rupkatha Mukhopadhyay, Benjamin Dickins, Heidi Altmann, Michael Kramer, Hanna A Knaus, Bruce R Blazar, Vedran Radojcic, Joshua F Zeidner, Andrea Arruda, Bofei Wang, Hussein A Abbas, Mark D Minden, Sarah K Tasian, Martin Bornhäuser, Ivana Gojo, Leo Luznik

Faculty, Staff and Student Publications

Background

Immune exhaustion and senescence are dominant dysfunctional states of effector T cells and major hurdles for the success of cancer immunotherapy. In the current study, we characterized how acute myeloid leukemia (AML) promotes the generation of senescent-like CD8⁺ T cells and whether they have prognostic relevance.

METHODS

We analyzed NanoString, bulk RNA-Seq and single-cell RNA-Seq data from independent clinical cohorts comprising 1,896 patients treated with chemotherapy and/or immune checkpoint blockade (ICB).

Results

We show that senescent-like bone marrow CD8⁺ T cells were impaired in killing autologous AML blasts and that their proportion negatively correlated with overall survival …

Impact Of Conditioning Chemotherapy On Lymphocyte Kinetics And Outcomes In Lbcl Patients Treated With Car T-Cell Therapy, Paolo Strati, Andrew P Jallouk, Ryan Sun, Jaihee Choi, Kaberi Das, Hua-Jay Cherng, Sairah Ahmed, Hun J Lee, Swaminathan P Iyer, Ranjit Nair, Loretta J Nastoupil, Raphael E Steiner, Chad D Huff, Yao Yu, Haleigh Mistry, Brittany Pulsifer, Mansoor Noorani, Neeraj Saini, Elizabeth J Shpall, Partow Kebriaei, Christopher R Flowers, Jason R Westin, Michelle A T Hildebrandt, Sattva S Neelapu

Faculty, Staff and Student Publications

Conditioning chemotherapy (CCT) has been shown to be essential for optimal efficacy of chimeric antigen receptor (CAR) T-cell therapy. Here, we determined whether the change in absolute lymphocyte count, referred to as delta lymphocyte index (DLIx), may serve as a surrogate marker for pharmacodynamic effects of CCT and whether it associated with germline genetic variants in patients with large B-cell lymphoma (LBCL). One-hundred and seventy-one patients were included, of which 86 (50%) received bridging therapy post-leukapheresis. Median DLIx was 0.5 × 109/L (range, 0.01-2.75 × 109/L) and was significantly higher in patients who achieved complete response (p = 0.04). On …

Surgical Outcomes After Neoadjuvant Nivolumab Or Nivolumab With Ipilimumab In Patients With Non-Small Cell Lung Cancer, Boris Sepesi, Nicolas Zhou, William N William, Heather Y Lin, Cheuk H Leung, Annikka Weissferdt, Kyle G Mitchell, Apar Pataer, Garrett L Walsh, David C Rice, Jack A Roth, Reza J Mehran, Wayne L Hofstetter, Mara B Antonoff, Ravi Rajaram, Marcelo V Negrao, Anne S Tsao, Don L Gibbons, J Jack Lee, John V Heymach, Ara A Vaporciyan, Stephen G Swisher, Tina Cascone

Faculty, Staff and Student Publications

BACKGROUND: Surgical outcomes for non-small cell lung cancer after neoadjuvant immune checkpoint inhibitors continue to be debated. We assessed perioperative outcomes of patients treated with Nivolumab or Nivolumab plus Ipilimumab (NEOSTAR) and compared them with patients treated with chemotherapy or previously untreated patients with stage I-IIIA non-small cell lung cancer.

METHODS: Forty-four patients with stage I to IIIA non-small cell lung cancer (American Joint Committee on Cancer Staging Manual, seventh edition) were randomized to nivolumab (N; 3 mg/kg intravenously on days 1, 15, and 29; n = 23) or nivolumab with ipilimumab (NI; I, 1 mg/kg intravenously on day 1; …

T Cells Specific For Α-Myosin Drive Immunotherapy-Related Myocarditis, Margaret L Axelrod, Wouter C Meijers, Elles M Screever, Juan Qin, Mary Grace Carroll, Xiaopeng Sun, Elie Tannous, Yueli Zhang, Ayaka Sugiura, Brandie C Taylor, Ann Hanna, Shaoyi Zhang, Kaushik Amancherla, Warren Tai, Jordan J Wright, Spencer C Wei, Susan R Opalenik, Abigail L Toren, Jeffrey C Rathmell, P Brent Ferrell, Elizabeth J Phillips, Simon Mallal, Douglas B Johnson, James P Allison, Javid J Moslehi, Justin M Balko

Faculty, Staff and Student Publications

Immune-related adverse events, particularly severe toxicities such as myocarditis, are major challenges to the utility of immune checkpoint inhibitors (ICIs) in anticancer therapy1. The pathogenesis of ICI-associated myocarditis (ICI-MC) is poorly understood. Pdcd1-/-Ctla4+/- mice recapitulate clinicopathological features of ICI-MC, including myocardial T cell infiltration2. Here, using single-cell RNA and T cell receptor (TCR) sequencing of cardiac immune infiltrates from Pdcd1-/-Ctla4+/- mice, we identify clonal effector CD8+ T cells as the dominant cell population. Treatment with anti-CD8-depleting, but not anti-CD4-depleting, antibodies improved the survival of Pdcd1-/-Ctla4+/- mice. Adoptive transfer of immune cells from mice with myocarditis induced fatal myocarditis in recipients, …

Tumor Microenvironment: Barrier Or Opportunity Towards Effective Cancer Therapy, Aadhya Tiwari, Rakesh Trivedi, Shiaw-Yih Lin

Faculty, Staff and Student Publications

Tumor microenvironment (TME) is a specialized ecosystem of host components, designed by tumor cells for successful development and metastasis of tumor. With the advent of 3D culture and advanced bioinformatic methodologies, it is now possible to study TME's individual components and their interplay at higher resolution. Deeper understanding of the immune cell's diversity, stromal constituents, repertoire profiling, neoantigen prediction of TMEs has provided the opportunity to explore the spatial and temporal regulation of immune therapeutic interventions. The variation of TME composition among patients plays an important role in determining responders and non-responders towards cancer immunotherapy. Therefore, there could be a …

Immunotherapeutic Approaches For Treating Hepatocellular Carcinoma, Wanying Shen, Yujie Chen, Pan Lei, Marisela Sheldon, Yutong Sun, Fan Yao, Li Ma

Faculty, Staff and Student Publications

Liver cancer is a life-threatening disease, and its incidence is increasing globally. The most common form of liver cancer is hepatocellular carcinoma (HCC). Approximately half of patients with HCC, especially those at advanced disease stages, receive systemic therapies, including the tyrosine kinase inhibitors sorafenib and lenvatinib. Over the past few years, immune checkpoint inhibitors (ICIs) have changed the landscape of HCC treatment. In particular, the combination therapy with atezolizumab (an anti-PD-L1 antibody) and bevacizumab (an anti-VEGF antibody) significantly improved survival benefits compared with sorafenib as a single agent, a finding that has stimulated further preclinical and clinical development of immunotherapeutic …

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

Immune Checkpoint Inhibitors Have Clinical Activity In Patients With Recurrent Chordoma, Andrew J Bishop, Behrang Amini, Heather Lin, Shaan M Raza, Shreyaskumar Patel, David R Grosshans, Amol Ghia, Ahsan Farooqi, B Ashleigh Guadagnolo, Devarati Mitra, Kadir C Akdemir, Alexander J Lazar, Wei-Lien Wang, Christopher Alvarez-Breckenridge, Justin Bird, Laurence D Rhines, Neeta Somaiah, Anthony P Conley

Faculty, Staff and Student Publications

The aim of this study is to evaluate the outcomes and tolerance of immune checkpoint inhibitors (ICIs) for patients with recurrent chordoma. We reviewed the records of 17 patients with recurrent chordomas who received ICIs for progressing disease as part of their treatment between 2016 and 2020. Response was assessed using response evaluation criteria in solid tumors 1.1 criteria. The Kaplan-Meier method was used to estimate the duration of response, progression-free survival (PFS), and overall survival (OS). Clinical benefit was defined as having stable disease (SD), a partial response, or a complete response. The median follow-up from the start of …

First-In-Human Study Of An Ox40 (Ivuxolimab) And 4-1bb (Utomilumab) Agonistic Antibody Combination In Patients With Advanced Solid Tumors, Omid Hamid, Alberto A Chiappori, John A Thompson, Toshihiko Doi, Siwen Hu-Lieskovan, Ferry A L M Eskens, Willeke Ros, Adi Diab, Jean-Philippe Spano, Naiyer A Rizvi, Jeffrey S Wasser, Eric Angevin, Patrick A Ott, Alison Forgie, Wenjing Yang, Cen Guo, Jeffrey Chou, Anthony B El-Khoueiry

Faculty, Staff and Student Publications

Background: Ivuxolimab (PF-04518600) and utomilumab (PF-05082566) are humanized agonistic IgG2 monoclonal antibodies against OX40 and 4-1BB, respectively. This first-in-human, multicenter, open-label, phase I, dose-escalation/dose-expansion study explored safety, tolerability, pharmacokinetics, pharmacodynamics, and antitumor activity of ivuxolimab+utomilumab in patients with advanced solid tumors.

Methods: Dose-escalation: patients with advanced bladder, gastric, or cervical cancer, melanoma, head and neck squamous cell carcinoma, or non-small cell lung cancer (NSCLC) who were unresponsive to available therapies, had no standard therapy available or declined standard therapy were enrolled into five dose cohorts: ivuxolimab (0.1-3 mg/kg every 2 weeks (Q2W)) intravenously plus utomilumab (20 or 100 mg every …

Netbce: An Interpretable Deep Neural Network For Accurate Prediction Of Linear B-Cell Epitopes, Haodong Xu, Zhongming Zhao

Faculty, Staff and Student Publications

Identification of B-cell epitopes (BCEs) plays an essential role in the development of peptide vaccines and immuno-diagnostic reagents, as well as antibody design and production. In this work, we generated a large benchmark dataset comprising 124,879 experimentally supported linear epitope-containing regions in 3567 protein clusters from over 1.3 million B cell assays. Analysis of this curated dataset showed large pathogen diversity covering 176 different families. The accuracy in linear BCE prediction was found to strongly vary with different features, while all sequence-derived and structural features were informative. To search more efficient and interpretive feature representations, a ten-layer deep learning framework …

Oral Nanomedicines For Sirna Delivery To Treat Inflammatory Bowel Disease, Jongyoon Shinn, Juyeon Lee, Seon Ah Lee, Seon Ju Lee, Ah Hyun Choi, Jung Seo Kim, Su Jin Kim, Hyo Jin Kim, Cherin Lee, Yejin Kim, Joohyeon Kim, Jonghee Choi, Byungchae Jung, Taeho Kim, Hyeontaek Nam, Hyungjun Kim, Yonghyun Lee

Faculty, Staff and Student Publications

RNA interference (RNAi) therapies have significant potential for the treatment of inflammatory bowel diseases (IBD). Although administering small interfering RNA (siRNA) via an oral route is desirable, various hurdles including physicochemical, mucus, and cellular uptake barriers of the gastrointestinal tract (GIT) impede both the delivery of siRNA to the target site and the action of siRNA drugs at the target site. In this review, we first discuss various physicochemical and biological barriers in the GI tract. Furthermore, we present recent strategies and the progress of oral siRNA delivery strategies to treat IBD. Finally, we consider the challenges faced in the …

Remission Of Liquid Tumors And Sars-Cov-2 Infection: A Literature Review, Dong Ho Shin, Andrew Gillard, Arie Van Wieren, Candelaria Gomez-Manzano, Juan Fueyo

Faculty, Staff and Student Publications

The coronavirus disease 2019 (COVID-19) pandemic has produced a new global challenge for patients with cancer. The disease and the immunosuppression induced by cancer therapies have generated a perfect storm of conditions to increase the severity of the symptoms and worsen the prognosis. However, a few clinical reports showcased the power of viruses to induce remission in some patients suffering from liquid tumors. Here, we reviewed six cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that resulted in cancer remission, simultaneously highlighting the strengths and the unique challenges of oncolytic virotherapy. Virotherapy has become a special case of cancer …

Clinical Activity Of Checkpoint Inhibitors In Angiosarcoma: A Retrospective Cohort Study, Vinod Ravi, Aparna Subramaniam, Jing Zheng, Behrang Amini, Van A Trinh, Jocelyn Joseph, Robert G Mennel, Andrew J Bishop, Erich M Sturgis, Ryan P Goepfert, Sudha Yalamanchili, Gilberto Botello, Bettzy Stephen, Sarina A Piha-Paul, Anisha B Patel, Alexander J Lazar, Anthony P Conley, Robert S Benjamin, Shreyaskumar R Patel, Phillip A Futreal, Neeta Somaiah, Aung Naing

Faculty, Staff and Student Publications

Background: Systemic treatments for angiosarcoma remains an area of unmet clinical need. The authors conducted this retrospective study to assess the clinical activity of checkpoint inhibitors in patients with angiosarcoma. The primary objective was to assess the objective response rate, and the secondary objective was to assess the progression-free and overall survival durations and disease control rate.

Methods: Patient data were obtained using The University of Texas MD Anderson Cancer Center Tumor Registry database. The final study population was refined to only include patients who had undergone pembrolizumab monotherapy. The objective response rate was evaluated using RECIST/irRECIST version 1.1. Progression-free …

Clonal Hematopoiesis Is Associated With Increased Risk Of Severe Neurotoxicity In Axicabtagene Ciloleucel Therapy Of Large B-Cell Lymphoma, Neeraj Y Saini, David M Swoboda, Uri Greenbaum, Junsheng Ma, Romil D Patel, Kartik Devashish, Kaberi Das, Mark R Tanner, Paolo Strati, Ranjit Nair, Luis Fayad, Sairah Ahmed, Hun Ju Lee, Swaminathan P Iyer, Raphael Steiner, Nitin Jain, Loretta Nastoupil, Sanam Loghavi, Guilin Tang, Roland L Bassett, Preetesh Jain, Michael Wang, Jason R Westin, Michael R Green, David A Sallman, Eric Padron, Marco L Davila, Frederick L Locke, Richard E Champlin, Guillermo Garcia-Manero, Elizabeth J Shpall, Partow Kebriaei, Christopher R Flowers, Michael D Jain, Feng Wang, Andrew P Futreal, Nancy Gillis, Sattva S Neelapu, Koichi Takahashi

Faculty, Staff and Student Publications

To explore the role of clonal hematopoiesis (CH) in chimeric antigen receptor (CAR) T-cell therapy outcomes, we performed targeted deep sequencing on buffy coats collected during the 21 days before lymphodepleting chemotherapy from 114 large B-cell lymphoma patients treated with anti-CD19 CAR T cells. We detected CH in 42 (36.8%) pretreatment samples, most frequently in PPM1D (19/114) and TP53 (13/114) genes. Grade ≥3 immune effector cell-associated neurotoxicity syndrome (ICANS) incidence was higher in CH-positive patients than CH-negative patients (45.2% vs. 25.0%, P = 0.038). Higher toxicities with CH were primarily associated with DNMT3A, TET2, and ASXL1 genes (DTA mutations). Grade …

Multidimensional Single-Cell Analysis Identifies A Role For Cd2-Cd58 Interactions In Clinical Antitumor T Cell Responses, Gabrielle Romain, Paolo Strati, Ali Rezvan, Mohsen Fathi, Irfan N Bandey, Jay R T Adolacion, Darren Heeke, Ivan Liadi, Mario L Marques-Piubelli, Luisa M Solis, Ankit Mahendra, Francisco Vega, Laurence Jn Cooper, Harjeet Singh, Mike Mattie, Adrian Bot, Sattva S Neelapu, Navin Varadarajan

Faculty, Staff and Student Publications

The in vivo persistence of adoptively transferred T cells is predictive of antitumor response. Identifying functional properties of infused T cells that lead to in vivo persistence and tumor eradication has remained elusive. We profiled CD19-specific chimeric antigen receptor (CAR) T cells as the infusion products used to treat large B cell lymphomas using high-throughput single-cell technologies based on time-lapse imaging microscopy in nanowell grids (TIMING), which integrates killing, cytokine secretion, and transcriptional profiling. Our results show that the directional migration of CD19-specific CAR T cells is correlated with multifunctionality. We showed that CD2 on T cells is associated with …

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

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. …