Medical Genetics Commons^™

Omitting Regional Nodal Irradiation After Response To Neoadjuvant Chemotherapy, Eleftherios P Mamounas, Hanna Bandos, Julia R White, Thomas B Julian, Atif J Khan, Simona F Shaitelman, Mylin A Torres, Frank A Vicini, Patricia A Ganz, Susan A Mccloskey, Peter C Lucas, Nilendu Gupta, X Allen Li, Beryl Mccormick, Benjamin Smith, Rahul D Tendulkar, Vivek S Kavadi, Koji Matsumoto, Samantha Andrews Seaward, William J Irvin, Jolinta Y Lin, Robert W Mutter, Thierry M Muanza, Jannifer Stromberg, Reshma Jagsi, Anna C Weiss, Walter J Curran, Norman Wolmark

Faculty, Staff and Student Publications

Background: The benefit of regional nodal irradiation in the treatment of breast cancer is well established for patients with pathologically positive axillary nodes, but whether it is also beneficial for patients whose nodes become pathologically tumor free (ypN0) after neoadjuvant chemotherapy remains unclear.

Methods: We evaluated whether regional nodal irradiation improves outcomes in patients with biopsy-proven, node-positive breast cancer who reach ypN0 status after neoadjuvant chemotherapy. Patients with breast cancer with a clinical stage of T1 to T3 (tumor size, ≤2 cm to >5 cm), N1, and M0 (indicating spread to one to three axillary lymph nodes but no distant …

Eph Receptors Activate Myeloid Checkpoint Receptor Lilrb5 To Support Tumor Development, Yubo He, Chengcheng Zhang, Lingxiao Tan, Mi Deng, Xiaoye Liu, Ryan Huang, Xing Yang, Jingjing Xie, Qi Lou, Meng Fang, Caroline Smith, Samuel John, Wei Xiong, Xin Li, Cheryl Lewis, Jade Homsi, Ankit Gupta, Ningyan Zhang, Zhiqiang An, Cheng Cheng Zhang

Faculty, Staff and Student Publications

Immunosuppressive myeloid cells are critical obstacles to T cell-centered immune checkpoint blockade therapies, which have been successful in treating a fraction of patients with cancer. How tumor cells interact with myeloid cells to regulate immune responses and tumor development is unclear. In this study, we report that certain membrane tyrosine kinase Eph receptors, including EphA7 and EphB1, specifically bind the immune inhibitory receptors leukocyte Ig-like receptor family B 5 (LILRB5) and LILRB2. These Eph receptors induce LILRB5-mediated signaling activation, and LILRB5 also activates Eph receptor signaling. Activation of LILRB5 promoted immunosuppressive marker expression and inhibited activating marker expression on myeloid …

Olaparib And Radiotherapy Induce Type I Interferon- And Cd8+ T Cell-Dependent Sensitization To Immunotherapy In Pancreatic Cancer, Victoria M Valvo, Qiang Zhang, Long Jiang, Erin A Holcomb, Ashley N Pearson, Anna G Edmunds, Hailey G Faulkner, Jadyn G James, Akshay Tate, Amanda K Huber, Zhuwen Wang, Yupei Guo, David Karnak, Leslie A Parsels, Joshua D Parsels, Yu L Lei, Alnawaz Rehemtulla, Heng Lin, Eileen S Carpenter, Daniel R Wahl, Vaibhav Sahai, Theodore S Lawrence, Michael D Green, Meredith A Morgan

Faculty, Staff and Student Publications

PARP inhibitors sensitize pancreatic ductal adenocarcinoma (PDAC) to radiation by inducing DNA damage and replication stress. These mechanisms also have the potential to enhance radiation-induced type I interferon (T1IFN) mediated anti-tumoral immune responses. We hypothesized that the PARP inhibitor olaparib would also potentiate radiation-induced T1IFN to promote anti-tumor immune responses and sensitization of otherwise resistant PDAC to immunotherapy. To test this hypothesis, we assessed the effects of olaparib and radiation on T1IFN production and sensitivity to αPD-L1 immunotherapy, as well as on the tumor microenvironment by single-cell RNA sequencing (scRNA-seq). We found that olaparib enhanced T1IFN production following radiation and …

Lmp7-Specific Inhibitor M3258 Modulates The Tumor Microenvironment Of Triple-Negative Breast Cancer And Inflammatory Breast Cancer, Xuemei Xie, Jangsoon Lee, Ganiraju C Manyam, Troy Pearson, Gina Walter-Bausch, Manja Friese-Hamim, Sheng Zhao, Julia Jabs, Angela A Manginelli, Nadine Piske, Thomas Mrowiec, Corinna M Wolf, Bharat S Kuntal, Debu Tripathy, Jing Wang, Michael P Sanderson, Naoto T Ueno

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) and inflammatory breast cancer (IBC) are the most aggressive molecular subtypes of breast cancer. Poor clinical outcomes highlight the pressing need to discover novel targets for the effective treatment of these diseases. LMP7 (β5i/PSMB8), a proteolytic subunit of the immunoproteasome, is implicated in the pathogenesis of multiple myeloma, autoimmune and inflammatory diseases, and inflammation-related cancers. However, the role of LMP7 in TNBC and IBC remains poorly characterized. Here, we evaluated the function of LMP7 in TNBC and IBC using the selective LMP7 inhibitor M3258. In human TNBC patient samples, LMP7 expression correlated strongly with CD8+ T …

Deep Learning Based Rapid X-Ray Fluorescence Signal Extraction And Image Reconstruction For Preclinical Benchtop X-Ray Fluorescence Computed Tomography Applications, Amrit Kaphle, Sandun Jayarathna, Sang Hyun Cho

Faculty, Staff and Student Publications

Recent research advances have resulted in an experimental benchtop X-ray fluorescence computed tomography (XFCT) system that likely meets the imaging dose/scan time constraints for benchtop XFCT imaging of live mice injected with gold nanoparticles (GNPs). For routine in vivo benchtop XFCT imaging, however, additional challenges, most notably the need for rapid/near-real-time handling of X-ray fluorescence (XRF) signal extraction and XFCT image reconstruction, must be successfully addressed. Here we propose a novel end-to-end deep learning (DL) framework that integrates a one-dimensional convolutional neural network (1D CNN) for rapid XRF signal extraction with a U-Net model for XFCT image reconstruction. We trained …

Mesenchymal Stem Cells And Fibroblasts Contribute To Microvascular Proliferation In Glioblastoma And Are Correlated With Immunosuppression And Poor Outcome, Candice C Poon, Shelley M Herbrich, Yulong Chen, Anwar Hossain, Gregory N Fuller, Sonali Jindal, Sreyashi Basu, Daniel Ledbetter, Marc Macaluso, Lynnette M Phillips, Joy Gumin, Zhong He, Brittany C Parker Kerrigan, Sanjay K Singh, Pratishtha Singh, Mohammed Fayyad Zaman, Derek Ng Tang, Sangeeta Goswami, Frederick F Lang, Padmanee Sharma

Faculty, Staff and Student Publications

Microvascular proliferation (MVP) is a disease-defining hallmark of glioblastoma and other World Health Organization grade 4 gliomas. MVP also serves as a poor prognostic marker in various solid tumors. Despite its clinical significance, the mechanisms and biological consequences of MVP are controversial and remain unclear. In this study, we performed single-cell RNA sequencing on paired CD45-CD105+ vascular/perivascular stromal cells (PVSC) and CD45+CD105± immune cells from 16 primary glioma patient samples, both with and without MVP. This analysis revealed the presence of developmentally related mesenchymal stem cells alongside cancer-associated fibroblasts, pericytes, fibromyocytes, and smooth muscle cells within the CD45-CD105+ compartment. RNA …

The Present And Future Of Precision Oncology And Tumor-Agnostic Therapeutic Approaches, Nakul M Shah, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Precision oncology has transformed the treatment landscape for patients with advanced solid tumors. Tumor-agnostic therapies, those that have been approved based on genetic mutations or biomarkers across tumor histology types, are important examples of how the implementation of precision oncology can expand therapeutic options for patients, especially those with rare cancer types and treatment-refractory disease. In this review, we first discuss how advances in next-generation sequencing and molecular profiling have enabled the identification of shared actionable alterations. Subsequently, we explore the current landscape of tumor-agnostic therapies that have received approval from the Food and Drug Administration. We discuss the strengths …

Deep Learning Based Rapid X-Ray Fluorescence Signal Extraction And Image Reconstruction For Preclinical Benchtop X-Ray Fluorescence Computed Tomography Applications, Amrit Kaphle, Sandun Jayarathna, Sang Hyun Cho

Faculty, Staff and Student Publications

Recent research advances have resulted in an experimental benchtop X-ray fluorescence computed tomography (XFCT) system that likely meets the imaging dose/scan time constraints for benchtop XFCT imaging of live mice injected with gold nanoparticles (GNPs). For routine in vivo benchtop XFCT imaging, however, additional challenges, most notably the need for rapid/near-real-time handling of X-ray fluorescence (XRF) signal extraction and XFCT image reconstruction, must be successfully addressed. Here we propose a novel end-to-end deep learning (DL) framework that integrates a one-dimensional convolutional neural network (1D CNN) for rapid XRF signal extraction with a U-Net model for XFCT image reconstruction. We trained …

Posterior Predictive Design For Phase I Clinical Trials, Chenqi Fu, Shouhao Zhou, J Jack Lee

Faculty, Staff and Student Publications

Interval-based designs represent cutting-edge adaptive methodologies for phase I clinical trials to identify the maximum tolerated dose (MTD). These designs exhibit robust performance comparable to more intricate, model-based designs, and their pretabulated decision rule enables them to be implemented as simply as the conventional algorithm-based designs. In this paper, we introduce the posterior predictive (PoP) design, a novel interval-based design that leverages advanced Bayesian predictive hypothesis testing techniques for dose escalation and de-escalation. Our work moves beyond the existing model-assisted interval-based designs by achieving global optimality in dose transition. Theoretically, the global optimality ensures that the proposed design can consistently …

Mutant P53 Gain Of Function: Why Many See It, Why Some Do Not, Guillermina Lozano, Carol Prives, Kanaga Sabapathy

Faculty, Staff and Student Publications

Mutations in the TP53 tumor-suppressor gene in human cancer are unique in that 60% to 70% are of the missense variety, resulting in a full-length protein that is often highly expressed in patients' tumors. These missense mutant proteins often exhibit pro-oncogenic activities (referred to as gain of function) in mouse models and human cell lines and correlate with poor cancer prognosis in some cases.

Plasma Insulin-Like Growth Factor-Binding Protein-7 Is Positively Associated With Age, Obesity, Mortality, And Cancer In Postmenopausal Women, Melissa C Orenduff, Carl F Pieper, Emma H Allott, Michael F Coleman, Su Yon Jung, Mara Z Vitolins, Jenifer I Fenton, Chu Chen, Candyce H Kroenke, Fred K Tabung, Ana Barac, Electra D Paskett, Michael N Pollak, Jennifer Hays-Grudo, Shine Chang, Stephen D Hursting

Faculty, Staff and Student Publications

Background: Predictors of premature death and cancer development are needed to more precisely identify individuals who may warrant preventive intervention. Circulating insulin-like growth factor (IGF)-binding protein-7 (IGFBP7) and, to a lesser extent, the IGFBP7/IGF-1 ratio are emerging biomarkers of renal and cardiovascular morbidity. However, their relationships with aging, obesity, mortality, and cancer risk remain unclear.

Methods: This hypothesis-generating study investigated plasma IGFBP7, IGF-1, and their ratio as predictors of all-cause mortality and the incidence of any cancer (excluding nonmelanoma skin cancer), obesity-related cancer (composite of 13 cancer types), and breast cancer in a large longitudinal cohort of postmenopausal women. We …

Restoration Of The Tumor Suppressor Function Of Y220c-Mutant P53 By Rezatapopt, A Small-Molecule Reactivator, Anna M Puzio-Kuter, Lizhong Xu, Mary Kate Mcbrayer, Romyr Dominique, Hongju H Li, Bruce J Fahr, Alyssa M Brown, Amy E Wiebesiek, Brandon M Russo, Chris L Mulligan, Hong Yang, Josh Battaglia, Kimberly A Robell, Dafydd H Thomas, Kuo-Sen Huang, Alexander Solovyov, Benjamin D Greenbaum, Jonathan D Oliner, Thomas W Davis, Melissa L Dumble, Melissa L Johnson, Shunbin Xiong, Peirong Yang, Guillermina Lozano, Marc M Fellous, Binh T Vu, Alison M Schram, Arnold J Levine, Masha V Poyurovsky

Faculty, Staff and Student Publications

Restoration of the tumor suppressor function of tumor-associated p53 mutants, including the Y220C substitution, has posed a significant challenge for therapeutic discovery. In this study, we describe rezatapopt (PC14586), part of a series of compounds designed to reactivate the p53 Y220C mutant. These compounds restore p53 tumor suppressor function by correcting its conformation and enabling it to bind DNA and activate downstream target genes, thus inducing antiproliferative changes in tumor cells. Our findings are supported by biochemical and structural analysis, in vitro and in vivo transcriptomics, and functional data, revealing the recovery of multiple aspects of the wild-type p53 program. …

Ocular Phenotyping Of Knockout Mice Identifies Genes Associated With Late Adult Retinal Phenotypes, Abraham Hang, Andy Shao, Michael Shea, Michel J Roux, Denise M Imai-Leonard, David J Adams, Takanori Amano, Oana V Amarie, Zorana Berberovic, Raphaël Bour, Lynette Bower, Brian C Leonard, Steve D Brown, Soo Young Cho, Sharon Clementson-Mobbs, Abigail J D'Souza, Mary Dickinson, Mohammad Eskandarian, Ann M Flenniken, Helmut Fuchs, Valerie Gailus-Durner, Jason Heaney, Yann Hérault, Martin Hrabe De Angelis, Chih-Wei Hsu, Shundan Jin, Russell Joynson, Yeon Kyung Kang, Haerim Kim, Hiroshi Masuya, Ki-Hoan Nam, Hyuna Noh, Lauryl M J Nutter, Marcela Palkova, Jan Prochazka, Miles Joseph Raishbrook, Fabrice Riet, Jason Salazar, John Richard Seavitt, Radislav Sedlacek, Mohammed Selloum, Kyoung Yul Seo, Je Kyung Seong, Hae-Sol Shin, Toshihiko Shiroishi, Tania Sorg, Michelle Stewart, Masaru Tamura, Heather Tolentino, Uchechukwu Udensi, Sara Wells, Wolfgang Wurst, Atsushi Yoshiki, Hamid Meziane, Glenn Yiu, Paul A Sieving, Louise Lanoue, K C Kent Lloyd, Colin Mckerlie, Ala Moshiri, International Mouse Phenotyping Consortium (Impc)

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Analyze phenotypic data from knockout mice with late-adult retinal pathologic phenotypes to identify genes associated with development of adult-onset retinal diseases.

Methods: The International Mouse Phenotyping Consortium (IMPC) database was queried for genes associated with abnormal retinal phenotypes in the late-adult knockout mouse pipeline (49-80 weeks postnatal age). We identified human orthologs and performed protein-protein analysis and biological pathways analysis with known inherited retinal disease (IRD) and age-related macular degeneration (AMD) genes using Search Tool for the Retrieval of Interacting Genes/Proteins (STRING), PLatform for Analysis of single cell Eye in a Disk (PLAE), Protein Analysis Through Evolutionary Relationships (PANTHER), …

Drosha: A New Tumor Suppressor In Pineoblastoma, Zhixuan Huang, Xueli Ren, Jian Hu

Faculty, Staff and Student Publications

In this Outlook, Huang et al. discuss a study in this issue of Genes & Development by Fraire et al. that shows that a deficiency in miRNA processors Drosha and Dicer and consequent cell cycle gene derepression promote pineoblastoma development. The authors highlight the heterogeneity of pineoblastoma's pathogenic mechanisms and its implications for therapeutic interventions in the clinic.

Suppression Of Brca1 Facilitates Kidney Regeneration, Kaira A Church, Xunian Zhou, Raghu Kalluri

Faculty, Staff and Student Publications

Maladaptive repair following kidney injury leads to the development of kidney disease. In this issue of JEM, Ajay et al. (https://doi.org/10.1084/jem.20231107) uncover the role of breast cancer susceptibility gene 1 (BRCA1) in cell cycle arrest, DNA damage, and cell senescence, preventing maladaptive repair.

A Comprehensive, Multi-Center, Immunogenomic Analysis Of Melanoma Brain Metastases, Lucy Boyce Kennedy, Amanda E D Van Swearingen, Marissa R Lee, Layne W Rogers, Alexander B Sibley, Jeff Sheng, Dadong Zhang, Xiaodi Qin, Eric S Lipp, Swaminathan Kumar, Aron Joon, Pixu Shi, Michael A Davies, Kouros Owzar, Carey K Anders, April K S Salama

Faculty, Staff and Student Publications

Background: Melanoma brain metastases (MBM) have a unique molecular profile compared to extracranial metastases (ECM). Description of the biological features and clinical outcomes of MBM will facilitate the design of rational therapies.

Methods: We examined the mutational landscape and gene expression profiles of MBM (74 patients) and ECM (34 patients) in paired patient samples from a previously published dataset with whole-exome sequencing (WES) and RNA sequencing (RNAseq) data from MD Anderson Cancer Center (MDACC). We also present findings from MBM from a new cohort of 14 patients from Duke University to strengthen investigation of somatic mutations and gene expression profiles. …

Harnessing Electrophiles In Vivo: A Pilot Study In Swine Using A Hydrophobic Radiopaque Formulation Of 2-Propylpentanoyl Chloride, Erik Cressman, Danielle Stolley, Natalie Fowlkes, Edd Felix, Waldemar Priebe, Steve Parrish, David Fuentes

Faculty, Staff and Student Publications

Manipulating biology through chemistry is older than the discipline of chemistry itself. Traditionally, selectivity of oral or intravenous drugs relied on preferential drug-receptor binding. A novel approach exploiting image-guided techniques to impart spatial selectivity opens up a wide range of new possibilities for study and manipulation of biology. Motivated initially by the poor prognosis for solid tumors such as liver cancer, we demonstrate the use of an extreme form of in vivo chemistry for targeted delivery of 2-propylpentanoyl chloride in a swine model. The ensuing reaction in tissue devitalizes it by multiple mechanisms with lasting effects and, critically, demonstrates very …

Switching On The Evolutionary Potential Of Pancreatic Cancer: The Tumor Suppressor Functions Of Pbrm1, Luigi Perelli, Giannicola Genovese

Faculty, Staff and Student Publications

Cell plasticity is a hallmark of cancer, enabling tumor cells to acquire multiple phenotypes responsible for tumor progression, metastasis, and therapy resistance. In this issue of the JCI, Kawai and colleagues leveraged genetically engineered mouse models (GEMM) of pancreatic ductal adenocarcinoma (PDAC) to demonstrate that loss of Pbrm1, a member of the SWI/SNF complex, drives dedifferentiation and aggressive tumor features. Pbrm1 loss activated a program of epithelial-to-mesenchymal transition (EMT) and allowed the emergence of poorly differentiated histologies that are commonly associated with high recurrence rate and dismal prognosis. These findings reveal the role of the SWI/SNF complex during PDAC evolution …

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

Faculty, Staff and Student Publications

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

Nf2 Loss-Of-Function And Hypoxia Drive Radiation Resistance In Grade 2 Meningiomas, Bhuvic Patel, Sangami Pugazenthi, Collin W English, Vijay Nitturi, Shree S Pari, Tatenda Mahlokozera, William A Leidig, Hsiang-Chih Lu, Alicia Yang, Kaleigh Roberts, Patrick Desouza, Kyle P Mcgeehan, Diane D Mao, Namita Sinha, Joseph E Ippolito, Sonika Dahiya, Allegra Petti, Hiroko Yano, Tiemo J Klisch, Akdes S Harmanci, Akash J Patel, Albert H Kim

Duncan NRI Faculty and Staff Publications

Background: World Health Organization Grade 2 meningiomas (G2Ms) often recur and resist therapies. Grade 2 meningiomas with histopathological necrosis have been associated with worse local control (LC) after radiation therapy, but the drivers and biomarkers of radiation resistance in G2Ms remain unknown.

Methods: We performed genetic sequencing and histopathological analysis of 113 G2Ms and investigated the role of genetic and microenvironmental factors on clonogenic survival after ionizing radiation. We performed transcriptional profiling of our in vitro model and 18 human G2M tumors by bulk RNA sequencing as well as 8 G2Ms by single nuclei RNA sequencing.

Results: NF2 loss-of-function (LOF) …