Genetic Phenomena Commons^™

Non-Canonical Splice Variants In Thoracic Aortic Dissection Cases And Marfan Syndrome With Negative Genetic Testing, David R Murdock, Dong-Chuan Guo, John S Depaolo, Ulrike Schwarze, Xue-Yan Duan, Alana C Cecchi, Isabella C Marin, Yingying Tang, Jessica X Chong, Michael J Bamshad, Kathleen A Leppig, Peter H Byers, Scott M Damrauer, Dianna M Milewicz

Faculty, Staff and Student Publications

Individuals with heritable thoracic aortic disease (HTAD) face a high risk of deadly aortic dissections, but genetic testing identifies causative variants in only a minority of cases. We explored the contribution of non-canonical splice variants (NCVAS) to thoracic aortic disease (TAD) using SpliceAI and sequencing data from diverse cohorts, including 551 early-onset sporadic dissection cases and 437 HTAD probands with exome sequencing, 57 HTAD pedigrees with whole genome sequencing, and select sporadic cases with clinical panel testing. NCVAS were identified in syndromic HTAD genes such as FBN1, SMAD3, and COL3A1, including intronic variants in FBN1 in two Marfan syndrome (MFS) …

Islet Single-Cell Transcriptomic Profiling During Obesity-Induced Beta Cell Expansion In Female Mice, Peter M Masschelin, Scott A Ochsner, Sean M Hartig, Neil J Mckenna, Aaron R Cox

Faculty, Staff and Student Publications

Targeting beta cell proliferation is an appealing approach to restore glucose control in type 1 diabetes. However, the underlying mechanisms of beta cell proliferation remain incompletely understood, limiting identification of new therapeutic targets. Obesity is a naturally occurring process that potently induces human and rodent beta cell replication, representing an ideal model to study mechanisms of beta cell proliferation. We showed previously acute whole-body

Protocol For Unlocking Alternative Polyadenylation Insights From Bulk Rna-Seq Data With Polyaminer-Bulk, Venkata Jonnakuti, Sriya Jonnakuti, Hari Krishna Yalamanchili

Duncan NRI Faculty and Staff Publications

PolyAMiner-Bulk, a deep-learning-based algorithm to decode alternative polyadenylation (APA) dynamics from bulk RNA sequencing (RNA-seq) data, enables scientists to identify and quantify APA events from processed bulk RNA-seq data. The protocol allows researchers to explore differential APA usage between two conditions and gain a better understanding of post-transcriptional regulatory mechanisms. The major steps involve input data preparation, executing PolyAMiner-Bulk, and interpreting the results. A basic familiarity with pre-processing bulk RNA-seq data and command-line tools is suggested.

For complete details on the use and execution of this protocol, please refer to Jonnakuti et al.¹

Do We Need To Add The Type Of Treatment Planning System, Dose Calculation Grid Size, And Ct Density Curve To Predictive Models?, Reza Reiazi, Surendra Prajapati, Leonardo Che Fru, Dongyeon Lee, Mohammad Salehpour

Faculty, Staff and Student Publications

Background: Generalizability and domain dependency are critical challenges in developing predictive models for healthcare, particularly in medical diagnostics and radiation oncology. Predictive models designed to assess tumor recurrence rely on comprehensive and high-quality datasets, encompassing treatment planning parameters, imaging protocols, and patient-specific data. However, domain dependency, arising from variations in dose calculation algorithms, computed tomography (CT) density conversion curves, imaging modalities, and institutional protocols, can significantly undermine model reliability and clinical utility.

Methods: This study evaluated dose calculation differences in the head and neck cancer treatment plans of 19 patients using two treatment planning systems, Pinnacle 9.10 and RayStation 11, …

Evaluation And Surgical Management Of Pediatric Cutaneous Melanoma And Atypical Spitz And Non-Spitz Melanocytic Tumors (Melanocytomas): A Report From Children's Oncology Group, Michael R Sargen, Raymond L Barnhill, David E Elder, Susan M Swetter, Victor G Prieto, Jennifer S Ko, Armita Bahrami, Pedram Gerami, Arivarasan Karunamurthy, Alberto S Pappo, Lynn M Schuchter, Philip E Leboit, Iwei Yeh, John M Kirkwood, Melinda Jen, Ira J Dunkel, Megan M Durham, Emily R Christison-Lagay, Mary T Austin, Jennifer H Aldrink, Casey Mehrhoff, Elena B Hawryluk, Emily Y Chu, Klaus J Busam, Vernon Sondak, Jane Messina, Susana Puig, Andrew J Colebatch, Carrie C Coughlin, Kristen G Berrebi, Theodore W Laetsch, Sarah G Mitchell, Brittani Seynnaeve

Faculty, Staff and Student Publications

Purpose: The purpose of this study was to develop recommendations for the diagnostic evaluation and surgical management of cutaneous melanoma (CM) and atypical Spitz tumors (AST) and non-Spitz melanocytic tumors (melanocytomas) in pediatric (age 0-10 years) and adolescent (age 11-18 years) patients.

Methods: A Children's Oncology Group-led panel with external, multidisciplinary CM specialists convened to develop recommendations on the basis of available data and expertise.

Results: Thirty-three experts from multiple specialties (cutaneous/medical/surgical oncology, dermatology, and dermatopathology) established recommendations with supporting data from 87 peer-reviewed publications.

Recommendations: (1) Excisional biopsies with 1-3 mm margins should be performed when feasible for clinically …

Do We Need To Add The Type Of Treatment Planning System, Dose Calculation Grid Size, And Ct Density Curve To Predictive Models?, Reza Reiazi, Surendra Prajapati, Leonardo Che Fru, Dongyeon Lee, Mohammad Salehpour

Faculty, Staff and Student Publications

Background: Generalizability and domain dependency are critical challenges in developing predictive models for healthcare, particularly in medical diagnostics and radiation oncology. Predictive models designed to assess tumor recurrence rely on comprehensive and high-quality datasets, encompassing treatment planning parameters, imaging protocols, and patient-specific data. However, domain dependency, arising from variations in dose calculation algorithms, computed tomography (CT) density conversion curves, imaging modalities, and institutional protocols, can significantly undermine model reliability and clinical utility.

Methods: This study evaluated dose calculation differences in the head and neck cancer treatment plans of 19 patients using two treatment planning systems, Pinnacle 9.10 and RayStation 11, …

Deciphering The Dark Cancer Phosphoproteome Using Machine-Learned Co-Regulation Of Phosphosites, Wen Jiang, Eric J Jaehnig, Yuxing Liao, Zhiao Shi, Tomer M Yaron-Barir, Jared L Johnson, Lewis C Cantley, Bing Zhang

Faculty, Staff and Students Publications

Mass spectrometry-based phosphoproteomics offers a comprehensive view of protein phosphorylation, yet our limited knowledge about the regulation and function of most phosphosites hampers the extraction of meaningful biological insights. To address this challenge, we integrate machine learning with phosphoproteomic data from 1195 tumor specimens spanning 11 cancer types to construct CoPheeMap, a network that maps the co-regulation of 26,280 phosphosites. By incorporating network features from CoPheeMap into a second machine learning model, namely CoPheeKSA, we achieve superior performance in predicting kinase-substrate associations. CoPheeKSA uncovers 24,015 associations between 9399 phosphosites and 104 serine/threonine kinases, shedding light on many unannotated phosphosites and …

Icos-Expressing Car-T Cells Mediate Durable Eradication Of Triple-Negative Breast Cancer And Metastasis, Shelley Herbrich, Mehdi Chaib, Padmanee Sharma

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) remains one of the most aggressive and therapeutically challenging breast cancer subtypes. In their recent study, Cao et al introduced a B7H3-specific chimeric antigen receptor (CAR)-T cell with constitutive inducible co-stimulator (ICOS) expression (ICOS-B7H3-CAR-T), which demonstrated eradication of TNBC, including metastases, in preclinical models. These CAR-T cells exploit the expression of ICOS ligand on TNBC cells, enhancing antitumor cytotoxicity through ICOS signaling. Compared with conventional B7H3-CAR-T cells, the ICOS-B7H3-CAR-T cells exhibited superior antitumor efficacy, increased cytokine secretion, and prolonged survival in xenograft murine models. This study highlights ICOS as a promising co-stimulatory molecule for improving CAR-T …

Mathematical Modeling To Address Questions In Breast Cancer Screening: An Overview Of The Breast Cancer Models Of The Cancer Intervention And Surveillance Modeling Network, Oguzhan Alagoz, Jennifer L Caswell-Jin, Harry J De Koning, Hui Huang, Xuelin Huang, Sandra J Lee, Yisheng Li, Sylvia K Plevritis, Swarnavo Sarkar, Clyde B Schechter, Natasha K Stout, Amy Trentham-Dietz, Nicolien Van Ravesteyn, Kathryn P Lowry

Faculty, Staff and Student Publications

The National Cancer Institute-funded Cancer Intervention and Surveillance Modeling Network (CISNET) breast cancer mathematical models have been increasingly utilized by policymakers to address breast cancer screening policy decisions and influence clinical practice. These well-established and validated models have a successful track record of use in collaborations spanning over 2 decades. While mathematical modeling is a valuable approach to translate short-term screening performance data into long-term breast cancer outcomes, it is inherently complex and requires numerous inputs to approximate the impacts of breast cancer screening. This review article describes the 6 independently developed CISNET breast cancer models, with a particular focus …

Near-Infrared Fluorescence Imaging With An Met-Targeting Probe For Biopsy Site Selection In Patients With Oral Potentially Malignant Disorders, Jingbo Wang, Xuemin Shen, Qifan Ma, Lin Yang, Xiaoyu Zhou, Luting Wang, Junqi Cui, Chunye Zhang, Guojun Li, Neil Gross, Siyi Li, Ruimin Huang, Changyou Zhan, Zhen Cheng, Kun Wang, Jie Tian, Ying Yuan, Xiaofeng Tao

Faculty, Staff and Student Publications

Accurate detection of malignant transformation in oral potentially malignant disorders (OPMDs) is crucial for guiding effective treatment and improving patient management. This study evaluates the potential of MET-binding peptide-indocyanine green (cMBP-ICG), a mesenchymal-epithelial transition factor (MET)-targeted near-infrared fluorescence imaging (NIRFI) probe, for biopsy site selection in OPMDs. Preclinical results demonstrate the superior accuracy of NIRFI-assisted biopsy over conventional oral examination (COE)-based biopsy in detecting high-grade dysplasia (HGD) or squamous cell carcinoma (SCC) and reducing missed detection rates. In a clinical trial with 50 patients, NIRFI-assisted biopsy achieves significantly higher diagnostic accuracy compared to COE-based biopsy (91% vs. 72%, p = …

Guanine Nucleotide Biosynthesis Blockade Impairs Mll Complex Formation And Sensitizes Leukemias To Menin Inhibition, Xiangguo Shi, Minhua Li, Zian Liu, Jonathan Tiessen, Yuan Li, Jing Zhou, Yudan Zhu, Swetha Mahesula, Qing Ding, Lin Tan, Mengdie Feng, Yuki Kageyama, Yusuke Hara, Jacob J Tao, Xuan Luo, Kathryn A Patras, Philip L Lorenzi, Suming Huang, Alexandra M Stevens, Koichi Takahashi, Ghayas C Issa, Md Abul Hassan Samee, Michalis Agathocleous, Daisuke Nakada

Faculty, Staff and Student Publications

Targeting the dependency of MLL-rearranged (MLLr) leukemias on menin with small molecule inhibitors has opened new therapeutic strategies for these poor-prognosis diseases. However, the rapid development of menin inhibitor resistance calls for combinatory strategies to improve responses and prevent resistance. Here we show that leukemia stem cells (LSCs) of MLLr acute myeloid leukemia (AML) exhibit enhanced guanine nucleotide biosynthesis, the inhibition of which leads to myeloid differentiation and sensitization to menin inhibitors. Mechanistically, targeting inosine monophosphate dehydrogenase 2 (IMPDH2) reduces guanine nucleotides and rRNA transcription, leading to reduced protein expression of LEDGF and menin. Consequently, the formation and chromatin binding …

Diverse Ancestral Representation Improves Genetic Intolerance Metrics, Alexander L Han, Chloe F Sands, Dorota Matelska, Jessica C Butts, Vida Ravanmehr, Fengyuan Hu, Esmeralda Villavicencio Gonzalez, Nicholas Katsanis, Carlos D Bustamante, Quanli Wang, Slavé Petrovski, Dimitrios Vitsios, Ryan S Dhindsa

Duncan NRI Faculty and Staff Publications

The unprecedented scale of genomic databases has revolutionized our ability to identify regions in the human genome intolerant to variation—regions often implicated in disease. However, these datasets remain constrained by limited ancestral diversity. Here, we analyze whole-exome sequencing data from 460,551 UK Biobank and 125,748 Genome Aggregation Database (gnomAD) participants across multiple ancestries to test several key intolerance metrics, including the Residual Variance Intolerance Score (RVIS), Missense Tolerance Ratio (MTR), and Loss-of-Function Observed/Expected ratio (LOF O/E). We demonstrate that increasing ancestral representation, rather than sample size alone, critically drives their performance. Scores trained on variation observed in African and Admixed …

Phase I Trial Of Tti-101, A First-In-Class Oral Inhibitor Of Stat3, In Patients With Advanced Solid Tumors, Apostolia M Tsimberidou, David J Vining, Sukeshi P Arora, Sofia De Achaval, Jeffrey Larson, John Kauh, Carrie Cartwright, Rony Avritscher, Imran Alibhai, David J Tweardy, Ahmed O Kaseb

Faculty, Staff and Student Publications

Purpose: Signal transducer and activator of transcription 3 is a transcription factor that is essential for the survival and immune sequestration of cancer cells. We conducted a phase I study of TTI-101, a first-in-class, selective small-molecule inhibitor of signal transducer and activator of transcription 3, in patients with advanced metastatic cancer.

Patients and methods: Patients were treated with TTI-101 orally twice daily in 28-day cycles at four dose levels (DL): 3.2 (DL1), 6.4 (DL2), 12.8 (DL3), and 25.6 (DL4) mg/kg/day ("3+3" design). Three TTI-101 formulations were used in a stepwise manner (NCT03195699).

Results: Sixty-four patients were treated (median …

Neural Correlates Of Opioid-Induced Risk-Taking Behavior In The Prelimbic Prefrontal Cortex, Cana B Quave, Andres M Vasquez, Guillermo Aquino-Miranda, Milagros Marín, Esha P Bora, Chinenye L Chidomere, Xu O Zhang, Douglas S Engelke, Fabricio H Do-Monte

Faculty, Staff and Student Publications

Opioid use disorder occurs alongside impaired risk-related decision-making, but the underlying neural correlates are unclear. We developed an approach-avoidance conflict task using a modified conditioned place preference procedure to study neural signals of risky opioid seeking in the prefrontal cortex, a region implicated in executive decision-making. Following morphine conditioned place preference, rats underwent a conflict test in which fear-inducing cat odor was introduced in the previously drug-paired side of the apparatus. While the saline-exposed control group avoided cat odor, the morphine group included two subsets of rats that either maintained a preference for the paired side despite the presence of …

An Exosome-Based Liquid Biopsy Predicts Depth Of Response And Survival Outcomes To Cetuximab And Panitumumab In Metastatic Colorectal Cancer: The Exonerate Study, Caiming Xu, Alessandro Mannucci, Francis Esposito, Helena Oliveres, Vicente Alonso-Orduña, Alfonso Yubero, Carlos Fernández-Martos, Antonieta Salud, Javier Gallego, Marta Martín-Richard, Julen Fernández-Plana, Mónica Guillot, Jorge Aparicio, Marwan Fakih, Scott Kopetz, Jaime Feliu, Joan Maurel, Ajay Goel

Faculty, Staff and Student Publications

Purpose: The EXOsome and cell-free miRNAs of anti-EGFR ResistAnce (EXONERATE) study was an open-label, biomarker interventional study designed to develop, test, and validate a liquid biopsy predictive of progression-free survival (PFS), overall survival (OS), and objective response rate (ORR) for first-line EGFR inhibitors in metastatic colorectal cancer (mCRC).

Patients and methods: Patients with newly diagnosed RAS wild-type, chemotherapy-naïve mCRC, both right- and left-sided, were enrolled in two nationwide trials to receive cetuximab or panitumumab along with chemotherapy. The primary endpoint was 12-month PFS, which was hierarchically tested in left- and right-sided mCRCs to predict PFS, OS, and ORR.

Results: Genome-wide …

Impact Of Co-Mutations And Transcriptional Signatures In Non-Small Cell Lung Cancer Patients Treated With Adagrasib In The Krystal-1 Trial, Marcelo V Negrao, Alvaro G Paula, David Molkentine, Laura Hover, Monique Nilsson, Natalie Vokes, Lars Engstrom, Andrew Calinisan, David M Briere, Laura Waters, Jill Hallin, Lixia Diao, Mehmet Altan, George R Blumenschein, Ferdinandos Skoulidis, Jing Wang, Scott E Kopetz, David S Hong, Don L Gibbons, Peter Olson, James G Christensen, John V Heymach

Faculty, Staff and Student Publications

Purpose: KRAS inhibitors are revolutionizing the treatment of non-small cell lung cancer (NSCLC), but clinico-genomic determinants of treatment efficacy warrant continued exploration.

Experimental design: Patients with advanced KRASG12C-mutant NSCLC treated with adagrasib [KRYSTAL-1 (NCT03785249)] were included in the analysis. Pretreatment next-generation sequencing data were collected per protocol. HTG EdgeSeq Transcriptome Panel was used for gene expression profiling. Clinical endpoints included objective response, progression-free survival (PFS), and overall survival (OS). KRASG12C-mutant NSCLC cell lines and xenograft models were used for sensitivity analyses and combination drug screens.

Results: KEAP1 MUT and STK11MUT were associated with shorter survival to adagrasib [KEAP1: …

Ca-125 As A Biomarker In Renal Medullary Carcinoma: Integrated Molecular Profiling, Functional Characterization, And Prospective Clinical Validation, Sandra L Grimm, Menuka Karki, Kyle A Blum, Jean-Philippe Bertocchio, Rong He, Durga N Tripathi, Niki M Zacharias, Justin M Lebenthal, Rahul A Sheth, Priya Rao, Giannicola Genovese, Zhen Lu, Robert C Bast, Davis R Ingram, Rossana Lazcano, Khalida M Wani, Wei-Lien Wang, Alexander J Lazar, Nizar M Tannir, Cheryl L Walker, Cristian Coarfa, Pavlos Msaouel

Faculty, Staff and Student Publications

Purpose: Renal medullary carcinoma (RMC) is a highly aggressive malignancy defined by the loss of the SMARCB1 tumor suppressor. It mainly affects young individuals of African descent with sickle cell trait, and it is resistant to conventional therapies used for other renal cell carcinomas. This study aimed to identify potential biomarkers for early detection and disease monitoring of RMC.

Experimental design: Integrated profiling of primary untreated RMC tumor tissues and paired adjacent kidney controls was performed using RNA sequencing and histone chromatin immunoprecipitation sequencing. The expression of serum cancer antigen 125 (CA-125), was prospectively evaluated in 47 patients with RMC. …

Cracking The Code Of Hbv Persistence: Cutting-Edge Approaches To Targeting Cccdna In Chronic Hepatitis B With Or Without Pyogenic Liver Abscesses, Umar Saeed, Zahra Zahid Piracha, Mahmood Khan, Muhammad Nouman Tariq, Syed Shahan Gilani, Muhammad Raza, Rakshana Munuswamy, Naveen Bose, Dilber Uzun Ozsahin, Ilker Özşahin, Surya M. Nauli

Pharmacy Faculty Articles and Research

Chronic Hepatitis B Virus (HBV) infection remains a formidable global health challenge, driving severe liver complications such as hepatocellular carcinoma (HCC) and pyogenic liver abscesses (PLA). At the core of HBV persistence lies covalently closed circular DNA (cccDNA), a viral reservoir that fuels ongoing infection despite antiviral treatments. This review highlights molecular mechanisms governing cccDNA formation, maintenance, and clearance, spotlighting innovative therapeutic strategies to disrupt this key viral element. We explore cutting-edge approaches, including epigenetic modulation to silence cccDNA, RNA interference (RNAi) for viral RNA degradation, and CRISPR/Cas genome editing to excise cccDNA directly. Additionally, emerging antiviral therapies and immunotherapies, …

Inflammation And Gut Barrier Function-Related Genes And Colorectal Cancer Risk In Western European Populations, Hannah B Mandle, Mazda Jenab, Marc J Gunter, Anne Tjønneland, Anja Olsen, Christina C Dahm, Jie Zhang, Pierre-Emmanuel Sugier, Joseph Rothwell, Gianluca Severi, Rudolf Kaaks, Verena A Katzke, Matthias B Schulze, Giovanna Masala, Sabina Sieri, Salvatore Panico, Carlotta Sacerdote, Catalina Bonet, Maria-Jose Sánchez, Pilar Amiano, José María Huerta, Marcela Guevara, Richard Palmqvist, Thyra Löwenmark, Aurora Perez-Cornago, Elisabete Weiderpass, Alicia K Heath, Amanda J Cross, Paolo Vineis, David J Hughes, Veronika Fedirko

Faculty, Staff and Student Publications

Gut barrier dysfunction and related inflammation are known to be associated with the development and progression of colorectal cancer (CRC). We investigated associations of 292 single-nucleotide polymorphisms (SNPs) from 27 genes related to endotoxins/lipopolysaccharide (LPS) sensing and tolerance, mucin synthesis, inflammation, and Crohn's disease with colon and rectal cancer risks. Incident CRC cases (N = 1374; colon = 871, rectum = 503) were matched 1:1 to controls nested within the European Prospective Investigation into Cancer and Nutrition cohort. Previously measured serum concentrations of gut barrier function and inflammation biomarkers (flagellin/LPS-specific immunoglobulins and C-reactive protein [CRP]) were available for a sub-set …

Adding Metastasis-Directed Therapy To Standard-Of-Care Systemic Therapy For Oligometastatic Breast Cancer (Extend): A Multicenter, Randomized Phase 2 Trial, Jay P Reddy, Alexander D Sherry, Bryan Fellman, Suyu Liu, Tharakeswara Bathala, Cara Haymaker, Lorenzo Cohen, Benjamin D Smith, David Ramirez, Simona F Shaitelman, Stephen G Chun, Marina Medina-Rosales, Mediget Teshome, Abenaa Brewster, Carlos H Barcenas, Alexandre Reuben, Amol J Ghia, Ethan B Ludmir, Daniel Weed, Shalin J Shah, Melissa P Mitchell, Wendy A Woodward, Daniel R Gomez, Chad Tang

Faculty, Staff and Student Publications

PURPOSE: Prior evidence suggests a progression-free survival (PFS) benefit from adding metastasis-directed therapy (MDT) to standard-of-care (SOC) systemic therapy for patients with some oligometastatic solid tumors. Randomized trials testing this hypothesis in breast cancer have yet to be published. We sought to determine whether adding MDT to SOC systemic therapy improves PFS in oligometastatic breast cancer.

METHODS AND MATERIALS: External Beam Radiation to Eliminate Nominal Metastatic Disease is a multicenter phase 2 randomized basket trial testing the addition of MDT to SOC systemic therapy in patients with ≤5 metastases (NCT03599765). Patients were randomly assigned 1:1 to MDT (definitive local treatment …