Biomedical Informatics Commons^™

Survival Outcomes Of Patients With Her2/Neu-Positive Breast Cancer With Germline Brca Mutations, Fatma Nihan Akkoc Mustafayev, Mihir Amitabh Shukla, Amanda Lanier, Denái R Milton, Angelica M Gutierrez, Stephen K Gruschkus, John E Lewis, Rashmi K Murthy, Banu K Arun

Faculty, Staff and Student Publications

Background: Breast cancer (BC) with germline BRCA1/2 mutations and their association with triple-negative BC has been thoroughly investigated. However, some carriers of BRCA1/2 mutations have human epidermal growth factor receptor 2 (HER2/neu)-positive BC, which has a different targeted therapy approach, and data are scarce for this patient population. The authors sought to characterize the clinical characteristics and outcomes of patients with HER2/neu-positive BC who had germline BRCA1/2 mutations.

Methods: This was a retrospective analysis of data from 1099 patients diagnosed with HER2/neu-positive BC who were screened for germline BRCA mutations between 1996 and 2022. Clinicopathologic features and survival rates were …

Sars-Cov-2 Omicron: Viral Evolution, Immune Evasion, And Alternative Durable Therapeutic Strategies, Hailong Guo, Sha Ha, Jason W Botten, Kai Xu, Ningyan Zhang, Zhiqiang An, William R Strohl, John W Shiver, Tong-Ming Fu

Faculty, Staff and Student Publications

Since the SARS-CoV-2 Omicron virus has gained dominance worldwide, its continual evolution with unpredictable mutations and patterns has revoked all authorized immunotherapeutics. Rapid viral evolution has also necessitated several rounds of vaccine updates in order to provide adequate immune protection. It remains imperative to understand how Omicron evolves into different subvariants and causes immune escape as this could help reevaluate the current intervention strategies mostly implemented in the clinics as emergency measures to counter the pandemic and, importantly, develop new solutions. Here, we provide a review focusing on the major events of Omicron viral evolution, including the features of spike …

Human Dna Polymerase Θ Does Not Harbor Intrinsic Nuclease Activity, Denisse Carvajal-Maldonado, Karl Zahn, Ryan Jensen, Richard D Wood, Sylvie Doublié

Faculty, Staff and Student Publications

No abstract provided.

Arid1a Orchestrates Swi/Snf-Mediated Sequential Binding Of Transcription Factors With Arid1a Loss Driving Pre-Memory B Cell Fate And Lymphomagenesis, Darko Barisic, Christopher R Chin, Cem Meydan, Matt Teater, Ioanna Tsialta, Coraline Mlynarczyk, Amy Chadburn, Xuehai Wang, Margot Sarkozy, Min Xia, Sandra E Carson, Santo Raggiri, Sonia Debek, Benedikt Pelzer, Ceyda Durmaz, Qing Deng, Priya Lakra, Martin Rivas, Christian Steidl, David W Scott, Andrew P Weng, Christopher E Mason, Michael R Green, Ari Melnick

Faculty, Staff and Student Publications

ARID1A, a subunit of the canonical BAF nucleosome remodeling complex, is commonly mutated in lymphomas. We show that ARID1A orchestrates B cell fate during the germinal center (GC) response, facilitating cooperative and sequential binding of PU.1 and NF-kB at crucial genes for cytokine and CD40 signaling. The absence of ARID1A tilts GC cell fate toward immature IgM+CD80-PD-L2- memory B cells, known for their potential to re-enter new GCs. When combined with BCL2 oncogene, ARID1A haploinsufficiency hastens the progression of aggressive follicular lymphomas (FLs) in mice. Patients with FL with ARID1A-inactivating mutations preferentially display an immature memory B cell-like state with …

Somatic Mutations In Normal Tissues: Calm Before The Storm, Zahraa Rahal, Paul Scheet, Humam Kadara

Faculty, Staff and Student Publications

We explore the phenomenon of somatic mutations, including those in cancer driver genes, that are present in healthy, normal-appearing tissues and their potential implications for cancer development. We also examine the landscape of these somatic mutations, discuss the role of clonal cell competition and external factors like inflammation in enhancing the fitness of mutant clones, and conclude by considering how understanding these mutations will aid in prevention and/or interception of cancer.

De Novo Variants In Fryl Are Associated With Developmental Delay, Intellectual Disability, And Dysmorphic Features, Xueyang Pan, Alice M Tao, Shenzhao Lu, Mengqi Ma, Shabab B Hannan, Rachel Slaugh, Sarah Drewes Williams, Lauren O'Grady, Oguz Kanca, Richard Person, Melissa T Carter, Konrad Platzer, Franziska Schnabel, Rami Abou Jamra, Amy E Roberts, Jane W Newburger, Anya Revah-Politi, Jorge L Granadillo, Alexander P A Stegmann, Margje Sinnema, Andrea Accogli, Vincenzo Salpietro, Valeria Capra, Lina Ghaloul-Gonzalez, Martina Brueckner, Marleen E H Simon, David A Sweetser, Kevin E Glinton, Susan E Kirk, Baylor College Of Medicine Center For Precision Medicine Models, Michael F Wangler, Shinya Yamamoto, Wendy K Chung, Hugo J Bellen

Faculty, Staff and Students Publications

FRY-like transcription coactivator (FRYL) belongs to a Furry protein family that is evolutionarily conserved from yeast to humans. The functions of FRYL in mammals are largely unknown, and variants in FRYL have not previously been associated with a Mendelian disease. Here, we report fourteen individuals with heterozygous variants in FRYL who present with developmental delay, intellectual disability, dysmorphic features, and other congenital anomalies in multiple systems. The variants are confirmed de novo in all individuals except one. Human genetic data suggest that FRYL is intolerant to loss of function (LoF). We find that the fly FRYL ortholog, furry (fry), is …

Loss-Of-Function Mutation In Prmt9 Causes Abnormal Synapse Development By Dysregulation Of Rna Alternative Splicing, Lei Shen, Xiaokuang Ma, Yuanyuan Wang, Zhihao Wang, Yi Zhang, Hoang Quoc Hai Pham, Xiaoqun Tao, Yuehua Cui, Jing Wei, Dimitri Lin, Tharindumala Abeywanada, Swanand Hardikar, Levon Halabelian, Noah Smith, Taiping Chen, Dalia Barsyte-Lovejoy, Shenfeng Qiu, Yi Xing, Yanzhong Yang

Faculty, Staff and Student Publications

Protein arginine methyltransferase 9 (PRMT9) is a recently identified member of the PRMT family, yet its biological function remains largely unknown. Here, by characterizing an intellectual disability associated PRMT9 mutation (G189R) and establishing a Prmt9 conditional knockout (cKO) mouse model, we uncover an important function of PRMT9 in neuronal development. The G189R mutation abolishes PRMT9 methyltransferase activity and reduces its protein stability. Knockout of Prmt9 in hippocampal neurons causes alternative splicing of ~1900 genes, which likely accounts for the aberrant synapse development and impaired learning and memory in the Prmt9 cKO mice. Mechanistically, we discover a methylation-sensitive protein-RNA interaction between …

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 …

Seamark: Phase Ii Study Of First-Line Encorafenib And Cetuximab Plus Pembrolizumab For Msi-H/Dmmr Brafv600e-Mutant Mcrc, Elena Elez, Scott Kopetz, Josep Tabernero, Tanios Bekaii-Saab, Julien Taieb, Takayuki Yoshino, Gulam Manji, Kathrine Fernandez, Antonello Abbattista, Xiaosong Zhang, Van K Morris

Faculty, Staff and Student Publications

Patients with both BRAF V600E mutations and microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) metastatic colorectal cancer (mCRC) have poor prognosis. Currently, there are no specifically targeted first-line treatment options indicated for patients with mCRC whose tumors harbor both molecular aberrations. Pembrolizumab is a checkpoint inhibitor approved for the treatment of MSI-H/dMMR mCRC, and the BRAF inhibitor encorafenib, in combination with cetuximab, is approved for previously treated BRAF V600E-mutant mCRC. Combination of pembrolizumab with encorafenib and cetuximab may synergistically enhance antitumor activity in patients with BRAF V600E-mutant, MSI-H/dMMR mCRC. SEAMARK is a randomized phase II study comparing the efficacy of the combination …

Tp53 Mutation Is Frequent In Mantle Cell Lymphoma With Ezh2 Expression And Have Dismal Outcome When Both Are Present, Do Hwan Kim, Saima Siddiqui, Preetesh Jain, Michael Wang, Beenu Thakral, Shaoying Li, Roberto Miranda, Francisco Vega, L Jeffrey Medeiros, Chi Young Ok

Faculty, Staff and Student Publications

Enhancer of zeste homolog 2 (EZH2) expression is found in about 40% of mantle cell lymphoma (MCL) patients, which is associated with aggressive histology, high Ki-67 proliferation rate, p53 mutant pattern and inferior overall survival (OS). We conducted 11-gene (ATM, BIRC3, CCND1, KMT2C, KMT2D, NOTCH1, NOTCH2, RB1, TP53, TRAF2 and UBR5) next generation sequencing panel to shed more light on MCL with EZH2 expression (EZH2+ MCL). EZH2+ MCL more frequently harbor TP53 mutation compared to EZH2(-) MCL (41.2% vs. 19.1%, respectively, p = 0.045). TP53 mutation and EZH2 expression demonstrated overlapping features including aggressive histology, high Ki-67 proliferation rate and …

Tp53 Mutation Is Frequent In Mantle Cell Lymphoma With Ezh2 Expression And Have Dismal Outcome When Both Are Present, Do Hwan Kim, Saima Siddiqui, Preetesh Jain, Michael Wang, Beenu Thakral, Shaoying Li, Roberto Miranda, Francisco Vega, L Jeffrey Medeiros, Chi Young Ok

Faculty, Staff and Student Publications

Enhancer of zeste homolog 2 (EZH2) expression is found in about 40% of mantle cell lymphoma (MCL) patients, which is associated with aggressive histology, high Ki-67 proliferation rate, p53 mutant pattern and inferior overall survival (OS). We conducted 11-gene (ATM, BIRC3, CCND1, KMT2C, KMT2D, NOTCH1, NOTCH2, RB1, TP53, TRAF2 and UBR5) next generation sequencing panel to shed more light on MCL with EZH2 expression (EZH2+ MCL). EZH2+ MCL more frequently harbor TP53 mutation compared to EZH2(-) MCL (41.2% vs. 19.1%, respectively, p = 0.045). TP53 mutation and EZH2 expression demonstrated overlapping features including aggressive histology, high Ki-67 proliferation rate and …

Cranio-Cervical Abnormalities In Moderate-To-Severe Osteogenesis Imperfecta – Genotypic And Phenotypic Determinants, Juliana Marulanda, Jean-Marc Retrouvey, Brendan Lee, V Reid Sutton, Frank Rauch, Michelle Briner

Faculty, Staff and Students Publications

INTRODUCTION: Cranio-cervical anomalies are significant complications of osteogenesis imperfecta (OI), a rare bone fragility disorder that is usually caused by mutations in collagen type I encoding genes.

OBJECTIVE: To assess cranio-cervical anomalies and associated clinical findings in patients with moderate-to-severe OI using 3D cone beam computed tomography (CBCT) scans.

METHODS: Cross-sectional analysis of CBCT scans in 52 individuals with OI (age 10-37 years; 32 females) and 40 healthy controls (age 10-32 years; 26 females). Individuals with a diagnosis of OI type III (severe, n = 11), type IV (moderate, n = 33) and non-collagen OI (n = 8) were recruited …

Raf Inhibitor Re-Challenge Therapy In Braf-Aberrant Pan-Cancers: The Re-Raffle Study, Blessie Elizabeth Nelson, Jason Roszik, Jibran Ahmed, Carmelia Maria Noia Barretto, Mirella Nardo, Erick Campbell, Amber M Johnson, Sarina A Piha-Paul, Isabella C Glitza Oliva, Shiao-Pei Weathers, Maria Cabanillas, Milind Javle, Funda Meric-Bernstam, Vivek Subbiah

Faculty, Staff and Student Publications

Previous studies have shown the clinical benefit of rechallenging the RAF pathway in melanoma patients previously treated with BRAF inhibitors. 44 patients with multiple tumors harboring RAF alterations were rechallenged with a second RAF inhibitor, either as monotherapy or in combination with other therapies, after prior therapy with a first RAF inhibitor. This retrospective observational study results showed that rechallenging with RAFi(s) led to an overall response rate of 18.1% [PR in thyroid (1 anaplastic; 3 papillary), 1 ovarian, 2 melanoma, 1 cholangiocarcinoma, and 1 anaplastic astrocytoma]. The clinical benefit rate was 54.5%; more than 30% of patients had durable …

The Genomic And Evolutionary Landscapes Of Anaplastic Thyroid Carcinoma, Peter Y F Zeng, Stephenie D Prokopec, Stephen Y Lai, Nicole Pinto, Michelle A Chan-Seng-Yue, Roderick Clifton-Bligh, Michelle D Williams, Christopher J Howlett, Paul Plantinga, Matthew J Cecchini, Alfred K Lam, Iram Siddiqui, Jianxin Wang, Ren X Sun, John D Watson, Reju Korah, Tobias Carling, Nishant Agrawal, Nicole Cipriani, Douglas Ball, Barry Nelkin, Lisa M Rooper, Justin A Bishop, Cathie Garnis, Ken Berean, Norman G Nicolson, Paul Weinberger, Ying C Henderson, Christopher M Lalansingh, Mao Tian, Takafumi N Yamaguchi, Julie Livingstone, Adriana Salcedo, Krupal Patel, Frederick Vizeacoumar, Alessandro Datti, Liu Xi, Yuri E Nikiforov, Robert Smallridge, John A Copland, Laura A Marlow, Martin D Hyrcza, Leigh Delbridge, Stan Sidhu, Mark Sywak, Bruce Robinson, Kevin Fung, Farhad Ghasemi, Keith Kwan, S Danielle Macneil, Adrian Mendez, David A Palma, Mohammed I Khan, Mushfiq Shaikh, Kara M Ruicci, Bret Wehrli, Eric Winquist, John Yoo, Joe S Mymryk, James W Rocco, David Wheeler, Steve Scherer, Thomas J Giordano, John W Barrett, William C Faquin, Anthony J Gill, Gary Clayman, Paul C Boutros, Anthony C Nichols

Faculty, Staff and Student Publications

Anaplastic thyroid carcinoma is arguably the most lethal human malignancy. It often co-occurs with differentiated thyroid cancers, yet the molecular origins of its aggressivity are unknown. We sequenced tumor DNA from 329 regions of thyroid cancer, including 213 from patients with primary anaplastic thyroid carcinomas. We also whole genome sequenced 9 patients using multi-region sequencing of both differentiated and anaplastic thyroid cancer components. Using these data, we demonstrate thatanaplastic thyroid carcinomas have a higher burden of mutations than other thyroid cancers, with distinct mutational signatures and molecular subtypes. Further, different cancer driver genes are mutated in anaplastic and differentiated thyroid …

Genomic Evolution Shapes Prostate Cancer Disease Type, Dan J Woodcock, Atef Sahli, Ruxandra Teslo, Vinayak Bhandari, Andreas J Gruber, Aleksandra Ziubroniewicz, Gunes Gundem, Yaobo Xu, Adam Butler, Ezequiel Anokian, Bernard J Pope, Chol-Hee Jung, Maxime Tarabichi, Stefan C Dentro, J Henry R Farmery, Cruk Icgc Prostate Group, Peter Van Loo, Anne Y Warren, Vincent Gnanapragasam, Freddie C Hamdy, G Steven Bova, Christopher S Foster, David E Neal, Yong-Jie Lu, Zsofia Kote-Jarai, Michael Fraser, Robert G Bristow, Paul C Boutros, Anthony J Costello, Niall M Corcoran, Christopher M Hovens, Charlie E Massie, Andy G Lynch, Daniel S Brewer, Rosalind A Eeles, Colin S Cooper, David C Wedge

Faculty, Staff and Student Publications

The development of cancer is an evolutionary process involving the sequential acquisition of genetic alterations that disrupt normal biological processes, enabling tumor cells to rapidly proliferate and eventually invade and metastasize to other tissues. We investigated the genomic evolution of prostate cancer through the application of three separate classification methods, each designed to investigate a different aspect of tumor evolution. Integrating the results revealed the existence of two distinct types of prostate cancer that arise from divergent evolutionary trajectories, designated as the Canonical and Alternative evolutionary disease types. We therefore propose the evotype model for prostate cancer evolution wherein Alternative-evotype …

The Epigenetic Evolution Of Glioma Is Determined By The Idh1 Mutation Status And Treatment Regimen, Tathiane M Malta, Thais S Sabedot, Natalia S Morosini, Indrani Datta, Luciano Garofano, Wies Vallentgoed, Frederick S Varn, Kenneth Aldape, Fulvio D'Angelo, Spyridon Bakas, Jill S Barnholtz-Sloan, Hui K Gan, Mohammad Hasanain, Ann-Christin Hau, Kevin C Johnson, Simona Cazacu, Ana C Decarvalho, Mustafa Khasraw, Emre Kocakavuk, Mathilde C M Kouwenhoven, Simona Migliozzi, Simone P Niclou, Johanna M Niers, D Ryan Ormond, Sun Ha Paek, Guido Reifenberger, Peter A Sillevis Smitt, Marion Smits, Lucy F Stead, Martin J Van Den Bent, Erwin G Van Meir, Annemiek Walenkamp, Tobias Weiss, Michael Weller, Bart A Westerman, Bauke Ylstra, Pieter Wesseling, Anna Lasorella, Pim J French, Laila M Poisson, Consortium The Glass, Roel G W Verhaak, Antonio Iavarone, Houtan Noushmehr

Faculty, Staff and Student Publications

Tumor adaptation or selection is thought to underlie therapy resistance in glioma. To investigate longitudinal epigenetic evolution of gliomas in response to therapeutic pressure, we performed an epigenomic analysis of 132 matched initial and recurrent tumors from patients with IDH-wildtype (IDHwt) and IDH-mutant (IDHmut) glioma. IDHwt gliomas showed a stable epigenome over time with relatively low levels of global methylation. The epigenome of IDHmut gliomas showed initial high levels of genome-wide DNA methylation that was progressively reduced to levels similar to those of IDHwt tumors. Integration of epigenomics, gene expression, and functional genomics identified HOXD13 as a master regulator of …

Comprehensive Immunogenomic Profiling Of Idh1-/2-Altered Cholangiocarcinoma, Shalini Makawita, Sunyoung Lee, Elisabeth Kong, Lawrence N Kwong, Zeyad Abouelfetouh, Anaemy Danner De Armas, Lianchun Xiao, Karthikeyan Murugesan, Natalie Danziger, Dean Pavlick, Anil Korkut, Jeffrey S Ross, Milind Javle

Faculty, Staff and Student Publications

Purpose: Isocitrate dehydrogenase (IDH)1/2 genomic alterations (GA) occur in 20% of intrahepatic cholangiocarcinoma (iCCA); however, the immunogenomic landscape of IDH1-/2-mutated iCCA is largely unknown.

Methods: Comprehensive genomic profiling (CGP) was performed on 3,067 cases of advanced iCCA. Tumor mutational burden (TMB), PD-L1 expression (Dako 22C3), microsatellite instability (MSI), and genomic loss of heterozygosity (gLOH) as a surrogate marker for homologous recombination deficiency were examined. RNA sequencing of 73 patient samples was analyzed for differences in stromal/immune cell infiltration, immune marker expression, and T-cell inflammation. Tissue microarray arrays were subjected to multiplex immunohistochemistry and colocalization …

Imaging Predictors Of 4q12 Amplified And Rb1 Mutated Glioblastoma Idh-Wildtype, Antonio Dono, Jose Torres, Luis Nunez, Octavio Arevalo, Juan Carlos Rodriguez-Quinteros, Roy F Riascos, Arash Kamali, Nitin Tandon, Leomar Y Ballester, Yoshua Esquenazi

Faculty, Staff and Student Publications

Introduction: Recent studies have identified that glioblastoma IDH-wildtype consists of different molecular subgroups with distinct prognoses. In order to accurately describe and classify gliomas, the Visually AcceSAble Rembrandt Images (VASARI) system was developed. The goal of this study was to evaluate the VASARI characteristics in molecular subgroups of IDH-wildtype glioblastoma.

Methods: A retrospective analysis of glioblastoma IDH- wildtype with comprehensive next-generation sequencing and pre-operative and post-operative MRI was performed. VASARI characteristics and 205 genes were evaluated. Multiple comparison adjustment by the Bejamin-Hochberg false discovery rate (BH-FDR) was performed. A 1:3 propensity score match (PSM) with a Caliper of 0.2 was …

An Atlas Of Epithelial Cell States And Plasticity In Lung Adenocarcinoma, Guangchun Han, Ansam Sinjab, Zahraa Rahal, Anne M Lynch, Warapen Treekitkarnmongkol, Yuejiang Liu, Alejandra G Serrano, Jiping Feng, Ke Liang, Khaja Khan, Wei Lu, Sharia D Hernandez, Yunhe Liu, Xuanye Cao, Enyu Dai, Guangsheng Pei, Jian Hu, Camille Abaya, Lorena I Gomez-Bolanos, Fuduan Peng, Minyue Chen, Edwin R Parra, Tina Cascone, Boris Sepesi, Seyed Javad Moghaddam, Paul Scheet, Marcelo V Negrao, John V Heymach, Mingyao Li, Steven M Dubinett, Christopher S Stevenson, Avrum E Spira, Junya Fujimoto, Luisa M Solis, Ignacio I Wistuba, Jichao Chen, Linghua Wang, Humam Kadara

Faculty, Staff and Student Publications

Understanding the cellular processes that underlie early lung adenocarcinoma (LUAD) development is needed to devise intervention strategies1. Here we studied 246,102 single epithelial cells from 16 early-stage LUADs and 47 matched normal lung samples. Epithelial cells comprised diverse normal and cancer cell states, and diversity among cancer cells was strongly linked to LUAD-specific oncogenic drivers. KRAS mutant cancer cells showed distinct transcriptional features, reduced differentiation and low levels of aneuploidy. Non-malignant areas surrounding human LUAD samples were enriched with alveolar intermediate cells that displayed elevated KRT8 expression (termed KRT8+ alveolar intermediate cells (KACs) here), reduced differentiation, increased plasticity and driver …

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 …

Protein-Folding Chaperones Predict Structure-Function Relationships And Cancer Risk In Brca1 Mutation Carriers, Brant Gracia, Patricia Montes, Angelica Maria Gutierrez, Banu Arun, Georgios Ioannis Karras

Faculty, Staff and Student Publications

Predicting the risk of cancer mutations is critical for early detection and prevention, but differences in allelic severity of human carriers confound risk predictions. Here, we elucidate protein folding as a cellular mechanism driving differences in mutation severity of tumor suppressor BRCA1. Using a high-throughput protein-protein interaction assay, we show that protein-folding chaperone binding patterns predict the pathogenicity of variants in the BRCA1 C-terminal (BRCT) domain. HSP70 selectively binds 94% of pathogenic BRCA1-BRCT variants, most of which engage HSP70 more than HSP90. Remarkably, the magnitude of HSP70 binding linearly correlates with loss of folding and function. We identify a prevalent …

Cagi, The Critical Assessment Of Genome Interpretation, Establishes Progress And Prospects For Computational Genetic Variant Interpretation Methods, Critical Assessment Of Genome Interpretation Consortium

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BACKGROUND: The Critical Assessment of Genome Interpretation (CAGI) aims to advance the state-of-the-art for computational prediction of genetic variant impact, particularly where relevant to disease. The five complete editions of the CAGI community experiment comprised 50 challenges, in which participants made blind predictions of phenotypes from genetic data, and these were evaluated by independent assessors.

RESULTS: Performance was particularly strong for clinical pathogenic variants, including some difficult-to-diagnose cases, and extends to interpretation of cancer-related variants. Missense variant interpretation methods were able to estimate biochemical effects with increasing accuracy. Assessment of methods for regulatory variants and complex trait disease risk was …

Estrogen Receptor Mutations As Novel Targets For Immunotherapy In Metastatic Estrogen Receptor-Positive Breast Cancer, Jonathan Goldberg, Na Qiao, Jennifer L Guerriero, Brett Gross, Yagiz Meneksedag, Yoshimi F Lu, Anne V Philips, Tasnim Rahman, Funda Meric-Bernstam, Jason Roszik, Ken Chen, Rinath Jeselsohn, Sara M Tolaney, George E Peoples, Gheath Alatrash, Elizabeth A Mittendorf

Faculty, Staff and Student Publications

UNLABELLED: Estrogen receptor-positive (ER+) breast cancer is not considered immunogenic and, to date, has been proven resistant to immunotherapy. Endocrine therapy remains the cornerstone of treatment for ER+ breast cancers. However, constitutively activating mutations in the estrogen receptor alpha (ESR1) gene can emerge during treatment, rendering tumors resistant to endocrine therapy. Although these mutations represent a pathway of resistance, they also represent a potential source of neoepitopes that can be targeted by immunotherapy. In this study, we investigated ESR1 mutations as novel targets for breast cancer immunotherapy. Using machine learning algorithms, we identified ESR1-derived peptides predicted to form stable complexes …

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 …

Drug Resistance Assessed In A Phase 3 Clinical Trial Of Maribavir Therapy For Refractory Or Resistant Cytomegalovirus Infection In Transplant Recipients, Sunwen Chou, Sophie Alain, Carlos Cervera, Roy F Chemaly, Camille N Kotton, Jens Lundgren, Genovefa A Papanicolaou, Marcus R Pereira, Jingyang J Wu, Rose Ann Murray, Neil E Buss, Martha Fournier

Faculty, Staff and Student Publications

Background: This drug resistance analysis of a randomized trial includes 234 patients receiving maribavir and 116 receiving investigator-assigned standard therapy (IAT), where 56% and 24%, respectively, cleared cytomegalovirus DNA at week 8 (treatment responders).

Methods: Baseline and posttreatment plasma samples were tested for mutations conferring drug resistance in viral genes UL97, UL54, and UL27.

Results: At baseline, genotypic testing revealed resistance to ganciclovir, foscarnet, or cidofovir in 56% of patients receiving maribavir and 68% receiving IAT, including 9 newly phenotyped mutations. Among them, 63% (maribavir) and 21% (IAT) were treatment responders. Detected baseline maribavir resistance mutations were UL27 L193F (n …

Functional Epas1/ Hif2a Missense Variant Is Associated With Hematocrit In Andean Highlanders, Elijah S Lawrence, Wanjun Gu, Ryan J Bohlender, Cecilia Anza-Ramirez, Amy M Cole, James J Yu, Hao Hu, Erica C Heinrich, Katie A O'Brien, Carlos A Vasquez, Quinn T Cowan, Patrick T Bruck, Kysha Mercader, Mona Alotaibi, Tao Long, James E Hall, Esteban A Moya, Marco A Bauk, Jennifer J Reeves, Mitchell C Kong, Rany M Salem, Gustavo Vizcardo-Galindo, Jose-Luis Macarlupu, Rómulo Figueroa-Mujíca, Daniela Bermudez, Noemi Corante, Eduardo Gaio, Keolu P Fox, Veikko Salomaa, Aki S Havulinna, Andrew J Murray, Atul Malhotra, Frank L Powel, Mohit Jain, Alexis C Komor, Gianpiero L Cavalleri, Chad D Huff, Francisco C Villafuerte, Tatum S Simonson

Faculty, Staff and Student Publications

Hypoxia-inducible factor pathway genes are linked to adaptation in both human and nonhuman highland species. EPAS1, a notable target of hypoxia adaptation, is associated with relatively lower hemoglobin concentration in Tibetans. We provide evidence for an association between an adaptive EPAS1 variant (rs570553380) and the same phenotype of relatively low hematocrit in Andean highlanders. This Andean-specific missense variant is present at a modest frequency in Andeans and absent in other human populations and vertebrate species except the coelacanth. CRISPR-base-edited human cells with this variant exhibit shifts in hypoxia-regulated gene expression, while metabolomic analyses reveal both genotype and phenotype associations …

Absence Of Btk, Bcl2, And Plcg2 Mutations In Chronic Lymphocytic Leukemia Relapsing After First-Line Treatment With Fixed-Duration Ibrutinib Plus Venetoclax, Nitin Jain, Lisa J Croner, John N Allan, Tanya Siddiqi, Alessandra Tedeschi, Xavier C Badoux, Karl Eckert, Leo W K Cheung, Anwesha Mukherjee, James P Dean, Edith Szafer-Glusman, John F Seymour

Faculty, Staff and Student Publications

Purpose: Mutations in BTK, PLCG2, and BCL2 have been reported in patients with progressive disease (PD) on continuous single-agent BTK or BCL2 inhibitor treatment. We tested for these mutations in samples from patients with PD after completion of first-line treatment with fixed-duration ibrutinib plus venetoclax for chronic lymphocytic leukemia (CLL) in the phase II CAPTIVATE study.

Patients and methods: A total of 191 patients completed fixed-duration ibrutinib plus venetoclax (three cycles of ibrutinib then 12-13 cycles of ibrutinib plus venetoclax). Genomic risk features [del(11q), del(13q), del(17p), trisomy 12, complex karyotype, unmutated IGHV, TP53 mutated] and mutations in genes recurrently mutated …

Convergent Mapk Pathway Alterations Mediate Acquired Resistance To Fgfr Inhibitors In Fgfr2 Fusion-Positive Cholangiocarcinoma, Timothy P Diperi, Ming Zhao, Kurt W Evans, Kaushik Varadarajan, Tyler Moss, Stephen Scott, Michael P Kahle, Charnel C Byrnes, Huiqin Chen, Sunyoung S Lee, Abdel-Baset Halim, Hiroshi Hirai, Volker Wacheck, Lawrence N Kwong, Jordi Rodon, Milind Javle, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Background & aims: There is a knowledge gap in understanding mechanisms of resistance to fibroblast growth factor receptor (FGFR) inhibitors (FGFRi) and a need for novel therapeutic strategies to overcome it. We investigated mechanisms of acquired resistance to FGFRi in patients with FGFR2-fusion-positive cholangiocarcinoma (CCA).

Methods: A retrospective analysis of patients who received FGFRi therapy and underwent tumor and/or cell-free DNA analysis, before and after treatment, was performed. Longitudinal circulating tumor DNA samples from a cohort of patients in the phase I trial of futibatinib (NCT02052778) were assessed. FGFR2-BICC1 fusion cell lines were developed and secondary acquired resistance …

Genetic Intratumor Heterogeneity Remodels The Immune Microenvironment And Induces Immune Evasion In Brain Metastasis Of Lung Cancer, Xin Wang, Hua Bai, Jiyang Zhang, Zhijie Wang, Jianchun Duan, Hongqing Cai, Zheng Cao, Qingtang Lin, Xiaosheng Ding, Yiting Sun, Wei Zhang, Xiaoya Xu, Hao Chen, Dadong Zhang, Xiaoli Feng, Jinghai Wan, Jianjun Zhang, Jie He, Jie Wang

Faculty, Staff and Student Publications

Introduction: Brain metastasis, with the highest incidence in patients with lung cancer, significantly worsens prognosis and poses challenges to clinical management. To date, how brain metastasis evades immune elimination remains unknown.

Methods: Whole-exome sequencing and RNA sequencing were performed on 30 matched brain metastasis, primary lung adenocarcinoma, and normal tissues. Data from The Cancer Genome Atlas primary lung adenocarcinoma cohort, including multiplex immunofluorescence, were used to support the findings of bioinformatics analysis.

Results: Our study highlights the key role of intratumor heterogeneity of genomic alterations in the metastasis process, mainly caused by homologous recombination deficiency or other somatic copy number …

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 …