Digital Commons Network^™

Patient-Reported Bowel And Urinary Function In Long-Term Survivors Of Squamous Cell Carcinoma Of The Anus Treated With Definitive Intensity Modulated Radiation Therapy And Concurrent Chemotherapy, Brian De, Kelsey L Corrigan, Michael K Rooney, Ethan B Ludmir, Prajnan Das, Grace L Smith, Cullen M Taniguchi, Bruce D Minsky, Eugene J Koay, Albert Koong, Van K Morris, Craig A Messick, Y Nancy You, George J Chang, O Lenaine Westney, Graciela M Nogueras Gonzalez, Emma B Holliday

Faculty, Staff and Student Publications

Purpose: Definitive radiation therapy with concurrent chemotherapy is curative for nonmetastatic squamous cell carcinoma of the anus (SCCA). However, the true effect of chemoradiation on long-term functional outcomes is poorly understood owing to limited follow-up and patient-reported outcomes (PROs).

Methods and materials: We conducted a cross-sectional survey of 248 patients with SCCA treated with definitive intensity modulated radiation and concurrent chemotherapy from 2010 to 2018 who were alive and without recurrence. PRO measures were collected, including Functional Assessment of Cancer Therapy-General (FACT-G7), Fecal Incontinence Quality of Life (FIQoL), Low Anterior Resection Syndrome (LARS), and International Consultation on Incontinence Questionnaires (ICIQ). …

Idh1 Pr132h Ctdna And D-2-Hydroxyglutarate As Csf Biomarkers In Patients With Idh-Mutant Gliomas, Yoko Fujita, Luis Nunez-Rubiano, Antonio Dono, Allison Bellman, Mauli Shah, Juan C Rodriguez, Vasanta Putluri, Abu Hena Mostafa Kamal, Nagireddy Putluri, Roy F Riascos, Jay-Jiguang Zhu, Yoshua Esquenazi, Leomar Y Ballester

Faculty, Staff and Student Publications

INTRODUCTION: We aimed to evaluate IDH1 p.R132H mutation and 2-hydroxyglutarate (2HG) in cerebrospinal fluid (CSF) as biomarkers for patients with IDH-mutant gliomas.

METHODS: CSF was collected from patients with infiltrating glioma, and 2HG levels were measured by liquid chromatography-mass spectrometry. IDH1 p.R132H mutant allele frequency (MAF) in CSF-ctDNA was measured by digital droplet PCR (ddPCR). Tumor volume was measured from standard-of-care magnetic resonance images.

RESULTS: The study included 48 patients, 6 with IDH-mutant and 42 with IDH-wildtype gliomas, and 57 samples, 9 from the patients with IDH-mutant and 48 from the patients with IDH-wildtype gliomas. ctDNA was detected in 7 …

Intermediary Role Of Lung Alveolar Type 1 Cells In Epithelial Repair Upon Sendai Virus Infection, Belinda J Hernandez, Margo P Cain, Anne M Lynch, Jose R Flores, Michael J Tuvim, Burton F Dickey, Jichao Chen

Faculty, Staff and Student Publications

The lung epithelium forms the first barrier against respiratory pathogens and noxious chemicals; however, little is known about how more than 90% of this barrier, made of AT1 (alveolar type 1) cells, responds to injury. Using the Sendai virus to model natural infection in mice, we find evidence that AT1 cells have an intermediary role by persisting in areas depleted of AT2 cells, upregulating IFN responsive genes, and receding from invading airway cells. Sendai virus infection mobilizes airway cells to form alveolar SOX2+ (Sry-box 2+) clusters without differentiating into AT1 or AT2 cells. Large AT2 cell-depleted areas remain covered by …

Cisplatin And Gemcitabine Exert Opposite Effects On Immunotherapy With Pd-1 Antibody In K-Ras-Driven Cancer, Christophe Glorieux, Xiaojun Xia, Xin You, Zining Wang, Yi Han, Jing Yang, Gauthier Noppe, Christophe De Meester, Jianhua Ling, Annie Robert, Hui Zhang, Sheng-Ping Li, Huamin Wang, Paul J Chiao, Li Zhang, Xiaobing Li, Peng Huang

Faculty, Staff and Student Publications

INTRODUCTION: Immunochemotherapy using PD-1/PD-L1 antibodies in combination with chemotherapeutic agents has become a mainstream treatment for cancer patients, but it remains unclear which drug combinations would produce best therapeutic outcome.

OBJECTIVES: The purpose of this study was to investigate two common chemotherapeutic drugs, gemcitabine and cisplatin, for their impacts on the therapeutic efficacy of PD-1 antibody in K-ras-driven cancers known to overexpress PD-L1.

METHODS: Both in vitro assays and syngeneic mouse tumor models were used in this study. Biochemical and molecular assays were used to determine the effects of drugs on T cell functions in cell culture models and in …

Dynamic S-Acylation Of The Er-Resident Protein Stromal Interaction Molecule 1 (Stim1) Is Required For Store-Operated Ca2+ Entry, Goutham Kodakandla, Savannah J West, Qiaochu Wang, Ritika Tewari, Michael X Zhu, Askar M Akimzhanov, Darren Boehning

Faculty, Staff and Student Publications

Many cell surface stimuli cause calcium release from endoplasmic reticulum (ER) stores to regulate cellular physiology. Upon ER calcium store depletion, the ER-resident protein stromal interaction molecule 1 (STIM1) physically interacts with plasma membrane protein Orai1 to induce calcium release-activated calcium (CRAC) currents that conduct calcium influx from the extracellular milieu. Although the physiological relevance of this process is well established, the mechanism supporting the assembly of these proteins is incompletely understood. Earlier we demonstrated a previously unknown post-translational modification of Orai1 with long-chain fatty acids, known as S-acylation. We found that S-acylation of Orai1 is dynamically regulated in a …

Quantifying The Risk And Dosimetric Variables Of Symptomatic Brainstem Injury After Proton Beam Radiation In Pediatric Brain Tumors, Rituraj Upadhyay, Kaiping Liao, David R Grosshans, Susan L Mcgovern, Mary Frances Mcaleer, Wafik Zaky, Murali M Chintagumpala, Anita Mahajan, Debra Nana Yeboa, Arnold C Paulino

Faculty, Staff and Student Publications

Background: Brainstem toxicity after radiation therapy (RT) is a devastating complication and a particular concern with proton radiation (PBT). We investigated the incidence and clinical correlates of brainstem injury in pediatric brain tumors treated with PBT.

Methods: All patients < 21 years with brain tumors treated with PBT at our institution from 2007-2019, with a brainstem Dmean >30 Gy and/or Dmax >50.4 Gy were included. Symptomatic brainstem injury (SBI) was defined as any new or progressive cranial neuropathy, ataxia, and/or motor weakness with corresponding radiographic abnormality within brainstem.

Results: A total of 595 patients were reviewed and 468 (medulloblastoma = 200, gliomas = 114, ependymoma = 87, ATRT = 43) met our inclusion criteria. Median age at RT …

Health Care Utilization And Costs Associated With Functional Status In Patients With Psoriatic Arthritis, Alexis Ogdie, Mark Hwang, Phani Veeranki, Alexandria Portelli, Steven Sison, Jason Shafrin, Sofia Pedro, Steven Hass, Peter Hur, Nina Kim, Esther Yi, Kaleb Michaud

Faculty, Staff and Student Publications

BACKGROUND: The Health Assessment Questionnaire Disability Index (HAQ-DI) has been validated and widely used in psoriatic arthritis (PsA) clinical trials for the assessment of patient functional status. Significant improvements in the HAQ-DI have been reported in response to therapeutic interventions; however, few US studies have evaluated the economic impact of functional disability in patients with PsA.

OBJECTIVE: To evaluate the association of functional status with health care resource utilization (HCRU) and total health care costs in US patients diagnosed with PsA.

METHODS: This retrospective study included adult patients with PsA enrolled in FORWARD between July 2009 and June 2019 who …

Tumor Immune Contexture Is A Determinant Of Anti-Cd19 Car T Cell Efficacy In Large B Cell Lymphoma, Nathalie Scholler, Regis Perbost, Frederick L Locke, Michael D Jain, Sarah Turcan, Corinne Danan, Edmund C Chang, Sattva S Neelapu, David B Miklos, Caron A Jacobson, Lazaros J Lekakis, Yi Lin, Armin Ghobadi, Jenny J Kim, Justin Chou, Vicki Plaks, Zixing Wang, Allen Xue, Mike Mattie, John M Rossi, Adrian Bot, Jérôme Galon

Faculty, Staff and Student Publications

Axicabtagene ciloleucel (axi-cel) is an anti-CD19 chimeric antigen receptor (CAR) T cell therapy approved for relapsed/refractory large B cell lymphoma (LBCL) and has treatment with similar efficacy across conventional LBCL subtypes. Toward patient stratification, we assessed whether tumor immune contexture influenced clinical outcomes after axi-cel. We evaluated the tumor microenvironment (TME) of 135 pre-treatment and post-treatment tumor biopsies taken from 51 patients in the ZUMA-1 phase 2 trial. We uncovered dynamic patterns that occurred within 2 weeks after axi-cel. The biological associations among Immunoscore (quantification of tumor-infiltrating T cell density), Immunosign 21 (expression of pre-defined immune gene panel) and cell …

Oligometastatic Disease In The Liver: The Role Of Interventional Oncology, Ather Adnan, Rahul Anil Sheth, Alda Tam

Faculty, Staff and Student Publications

Oligometastatic disease represents a clinically discrete intermediate stage of cancer progression and is an expanding area of research. While surgical metastatectomy has been recognized for decades as an effective treatment option in select patients, options for metastasis-directed therapy have broadened in scope with advancements in the armamentarium of non- and minimally invasive modalities. Recent preclinical studies investigating the immunology surrounding liver metastases demonstrate treatment resistance to immunotherapy in affected patients and show how locoregional therapy has the ability to overcome this resistance. In this paper, we review advancements in our understanding of oligometastatic disease, metastasis-directed therapy, effect of liver metastasis …

An Empirical Model Of Proton Rbe Based On The Linear Correlation Between X-Ray And Proton Radiosensitivity, David B Flint, Chase E Ruff, Scott J Bright, Pablo Yepes, Qianxia Wang, Mandira Manandhar, Mariam Ben Kacem, Broderick X Turner, David K J Martinus, Simona F Shaitelman, Gabriel O Sawakuchi

Faculty, Staff and Student Publications

Background: Proton relative biological effectiveness (RBE) is known to depend on physical factors of the proton beam, such as its linear energy transfer (LET), as well as on cell-line specific biological factors, such as their ability to repair DNA damage. However, in a clinical setting, proton RBE is still considered to have a fixed value of 1.1 despite the existence of several empirical models that can predict proton RBE based on how a cell's survival curve (linear-quadratic model [LQM]) parameters α and β vary with the LET of the proton beam. Part of the hesitation to incorporate variable RBE models …

Lmo2 Expression Is Frequent In T-Lymphoblastic Leukemia And Correlates With Survival, Regardless Of T-Cell Stage, Kerri-Ann Latchmansingh, Xiaoqiong Wang, Ramiro E Verdun, Mario L Marques-Piubelli, Francisco Vega, M James You, Jennifer Chapman, Izidore S Lossos

Faculty, Staff and Student Publications

T- lymphoblastic leukemia/lymphoma (T-LL) is an aggressive malignancy of immature T-cells with poor overall survival (OS) and in need of new therapies. LIM-domain only 2 (LMO2) is a critical regulator of hematopoietic cell development that can be overexpressed in T-LL due to chromosomal abnormalities. Deregulated LMO2 expression contributes to T-LL development by inducing block of T-cell differentiation and continuous thymocyte self-renewal. However, LMO2 expression and its biologic significance in T-LL remain largely unknown. We analyzed LMO2 expression in 100 initial and follow-up biopsies of T-LL from 67 patients, including 31 (46%) early precursor T-cell (ETP)-ALL, 26 (39%) cortical and 10 …

High Prevalence Of Osteopathy In Chronic Pancreatitis: A Cross-Sectional Analysis From The Proceed Study, Phil A Hart, Dhiraj Yadav, Liang Li, Savi Appana, William Fisher, Evan Fogel, Chris E Forsmark, Walter G Park, Stephen Pandol, Mark D Topazian, Stephen K Van Den Eden, Santhi Swaroop Vege, David Bradley, Jose Serrano, Darwin L Conwell, Consortium For The Study Of Chronic Pancreatitis, Diabetes, And Pancreatic Cancer (Cpdpc)

Faculty, Staff and Student Publications

osteopenia). However, existing literature is mostly limited to retrospective or administrative studies that have not clearly defined the prevalence and risk factors. Our aim was to identify patient- and disease-related associations with osteopathy in a prospective cohort study of CP.

Methods: We studied 282 subjects with definitive CP enrolled in the PROCEED study who had a baseline dual-energy X-ray absorptiometry (DXA) scan. Osteopenia and osteoporosis were defined using the lowest T-scores. Clinical data were collected using standardized case report forms. Comparisons were performed with a multivariate logistic regression model with forward selection to identify risk factors for osteopathy.

Results: The …

An Interdisciplinary Consensus On The Management Of Brain Metastases In Patients With Renal Cell Carcinoma, Elshad Hasanov, Debra Nana Yeboa, Mathew D Tucker, Todd A Swanson, Thomas Hendrix Beckham, Brian Rini, Chibawanye I Ene, Merve Hasanov, Sophie Derks, Marion Smits, Shaan Dudani, Daniel Y C Heng, Priscilla K Brastianos, Axel Bex, Sahin Hanalioglu, Jeffrey S Weinberg, Laure Hirsch, Maria I Carlo, Ayal Aizer, Paul David Brown, Mehmet Asim Bilen, Eric Lin Chang, Jerry Jaboin, James Brugarolas, Toni K Choueiri, Michael B Atkins, Bradley A Mcgregor, Lia M Halasz, Toral R Patel, Scott G Soltys, David F Mcdermott, James Bradley Elder, Mustafa K Baskaya, James B Yu, Robert Timmerman, Michelle Miran Kim, Melike Mut, James Markert, Kathryn Beal, Nizar M Tannir, George Samandouras, Frederick F Lang, Rachel Giles, Eric Jonasch

Faculty, Staff and Student Publications

Brain metastases are a challenging manifestation of renal cell carcinoma. We have a limited understanding of brain metastasis tumor and immune biology, drivers of resistance to systemic treatment, and their overall poor prognosis. Current data support a multimodal treatment strategy with radiation treatment and/or surgery. Nonetheless, the optimal approach for the management of brain metastases from renal cell carcinoma remains unclear. To improve patient care, the authors sought to standardize practical management strategies. They performed an unstructured literature review and elaborated on the current management strategies through an international group of experts from different disciplines assembled via the network of …

Schwann Cells Induce Phenotypic Changes In Oral Cancer Cells, Maria Daniela Santi, Morgan Zhang, Elizabeth Salvo, Kesava Asam, Chi T Viet, Tongxin Xie, Moran Amit, Bradley Aouizerat, Yi Ye

Faculty, Staff and Student Publications

Head and neck cancer (HNC) is the seventh most common cancer worldwide, the majority being oral squamous cell carcinoma. Despite advances in cancer diagnosis and treatment, the survival rate of patients with HNC remains stagnant. The cancer-nerve interaction has been recognized as an important driver of cancer progression. Schwann cells, a type of peripheral glia, have been implicated in promoting cancer cell growth, migration, dispersion, and invasion into the nerve in many cancers. Here, it is demonstrated that the presence of Schwann cells makes oral cancer cells more aggressive by promoting their proliferation, extracellular matrix breakdown, and altering cell metabolism. …

Hic2 Controls Developmental Hemoglobin Switching By Repressing Bcl11a Transcription, Peng Huang, Scott A Peslak, Ren Ren, Eugene Khandros, Kunhua Qin, Cheryl A Keller, Belinda Giardine, Henry W Bell, Xianjiang Lan, Malini Sharma, John R Horton, Osheiza Abdulmalik, Stella T Chou, Junwei Shi, Merlin Crossley, Ross C Hardison, Xiaodong Cheng, Gerd A Blobel

Faculty, Staff and Student Publications

The fetal-to-adult switch in hemoglobin production is a model of developmental gene control with relevance to the treatment of hemoglobinopathies. The expression of transcription factor BCL11A, which represses fetal β-type globin (HBG) genes in adult erythroid cells, is predominantly controlled at the transcriptional level but the underlying mechanism is unclear. We identify HIC2 as a repressor of BCL11A transcription. HIC2 and BCL11A are reciprocally expressed during development. Forced expression of HIC2 in adult erythroid cells inhibits BCL11A transcription and induces HBG expression. HIC2 binds to erythroid BCL11A enhancers to reduce chromatin accessibility and binding of transcription factor GATA1, …

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 …

Metagenomes Of Rectal Swabs In Larger, Advanced Stage Cervical Cancers Have Enhanced Mucus Degrading Functionalities And Distinct Taxonomic Structure, Tatiana V Karpinets, Xiaogang Wu, Travis Solley, Molly B El Alam, Travis T Sims, Kyoko Yoshida-Court, Erica Lynn, Mustapha Ahmed-Kaddar, Greyson Biegert, Jingyan Yue, Xingzhi Song, Huandong Sun, Joseph F Petrosino, Melissa P Mezzari, Pablo Okhuysen, Patricia J Eifel, Anuja Jhingran, Lilie L Lin, Kathleen M Schmeler, Lois Ramondetta, Nadim Ajami, Robert R Jenq, Andrew Futreal, Jianhua Zhang, Ann H Klopp, Lauren E Colbert

Faculty, Staff and Student Publications

BACKGROUND: Gut microbiome community composition differs between cervical cancer (CC) patients and healthy controls, and increased gut diversity is associated with improved outcomes after treatment. We proposed that functions of specific microbial species adjoining the mucus layer may directly impact the biology of CC.

METHOD: Metagenomes of rectal swabs in 41 CC patients were examined by whole-genome shotgun sequencing to link taxonomic structures, molecular functions, and metabolic pathway to patient's clinical characteristics.

RESULTS: Significant association of molecular functions encoded by the metagenomes was found with initial tumor size and stage. Profiling of the molecular function abundances and their distributions identified …

Endophenotype Effect Sizes Support Variant Pathogenicity In Monogenic Disease Susceptibility Genes, Jennifer L Halford, Valerie N Morrill, Seung Hoan Choi, Sean J Jurgens, Giorgio Melloni, Nicholas A Marston, Lu-Chen Weng, Victor Nauffal, Amelia W Hall, Sophia Gunn, Christina A Austin-Tse, James P Pirruccello, Shaan Khurshid, Heidi L Rehm, Emelia J Benjamin, Eric Boerwinkle, Jennifer A Brody, Adolfo Correa, Brandon K Fornwalt, Namrata Gupta, Christopher M Haggerty, Stephanie Harris, Susan R Heckbert, Charles C Hong, Charles Kooperberg, Henry J Lin, Ruth J F Loos, Braxton D Mitchell, Alanna C Morrison, Wendy Post, Bruce M Psaty, Susan Redline, Kenneth M Rice, Stephen S Rich, Jerome I Rotter, Peter F Schnatz, Elsayed Z Soliman, Nona Sotoodehnia, Eugene K Wong, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Marc S Sabatine, Christian T Ruff, Kathryn L Lunetta, Patrick T Ellinor, Steven A Lubitz

Faculty, Staff and Student Publications

Accurate and efficient classification of variant pathogenicity is critical for research and clinical care. Using data from three large studies, we demonstrate that population-based associations between rare variants and quantitative endophenotypes for three monogenic diseases (low-density-lipoprotein cholesterol for familial hypercholesterolemia, electrocardiographic QTc interval for long QT syndrome, and glycosylated hemoglobin for maturity-onset diabetes of the young) provide evidence for variant pathogenicity. Effect sizes are associated with pathogenic ClinVar assertions (P < 0.001 for each trait) and discriminate pathogenic from non-pathogenic variants (area under the curve 0.82-0.84 across endophenotypes). An effect size threshold of ≥ 0.5 times the endophenotype standard deviation nominates up to 35% of rare variants of uncertain significance or not in ClinVar in disease susceptibility genes with pathogenic potential. We propose that variant associations with quantitative endophenotypes for monogenic diseases can provide evidence supporting pathogenicity.

Contributions Of Circulating Micrornas For Early Detection Of Lung Cancer, Jody Vykoukal, Johannes F Fahrmann, Nikul Patel, Masayoshi Shimizu, Edwin J Ostrin, Jennifer B Dennison, Cristina Ivan, Gary E Goodman, Mark D Thornquist, Matt J Barnett, Ziding Feng, George A Calin, Samir M Hanash

Faculty, Staff and Student Publications

There is unmet need to develop circulating biomarkers that would enable earlier interception of lung cancer when more effective treatment options are available. Here, a set of 30 miRNAs, selected from a review of the published literature were assessed for their predictive performance in identifying lung cancer cases in the pre-diagnostic setting. The 30 miRNAs were assayed using sera collected from 102 individuals diagnosed with lung cancer within one year following blood draw and 212 controls matched for age, sex, and smoking status. The additive performance of top-performing miRNA candidates in combination with a previously validated four-protein marker panel (4MP) …

Molecular Analysis Of Short- Versus Long-Term Survivors Of High-Grade Serous Ovarian Carcinoma, Elaine Stur, Emine Bayraktar, Graziela Zibetti Dal Molin, Sherry Y Wu, Lingegowda S Mangala, Hui Yao, Ying Wang, Prahlad T Ram, Sara Corvigno, Hu Chen, Han Liang, Shelley S Tworoger, Douglas A Levine, Susan K Lutgendorf, Jinsong Liu, Kathleen N Moore, Keith A Baggerly, Beth Y Karlan, Anil K Sood

Faculty, Staff and Student Publications

Despite having similar histologic features, patients with high-grade serous ovarian carcinoma (HGSC) often experience highly variable outcomes. The underlying determinants for long-term survival (LTS, ≥10 years) versus short-term survival (STS, < 3 years) are largely unknown. The present study sought to identify molecular predictors of LTS for women with HGSC. A cohort of 24 frozen HGSC samples was collected (12 LTS and 12 STS) and analyzed at DNA, RNA, and protein levels. OVCAR5 and OVCAR8 cell lines were used for in vitro validation studies. For in vivo studies, we injected OVCAR8 cells into the peritoneal cavity of female athymic nude mice. From RNAseq analysis, 11 genes were found to be differentially expressed between the STS and LTS groups (fold change > 2; false discovery rate < 0.01). In the subsequent validation cohort, transmembrane protein 62 (TMEM62) was found to be related to LTS. CIBERSORT analysis showed that T cells (follicular helper) were found at higher levels in tumors from LTS than STS groups. In vitro data using OVCAR5 and OVCAR8 cells showed decreased proliferation with TMEM62 overexpression and positive correlation with a longevity-regulating pathway (KEGG HSA04213) at the RNA level. In vivo analysis using the OVCAR8-TMEM62-TetON model showed decreased tumor burden in mice with high- vs. low-expressing TMEM62 tumors. Our results demonstrate that restoring TMEM62 may be a novel approach for treatment of HGSC. These findings may have implications for biomarker and intervention strategies to help improve patient outcomes

Evaluation Of Vicinity-Based Hidden Markov Models For Genotype Imputation, Su Wang, Miran Kim, Xiaoqian Jiang, Arif Ozgun Harmanci

Faculty, Staff and Student Publications

BACKGROUND: The decreasing cost of DNA sequencing has led to a great increase in our knowledge about genetic variation. While population-scale projects bring important insight into genotype-phenotype relationships, the cost of performing whole-genome sequencing on large samples is still prohibitive. In-silico genotype imputation coupled with genotyping-by-arrays is a cost-effective and accurate alternative for genotyping of common and uncommon variants. Imputation methods compare the genotypes of the typed variants with the large population-specific reference panels and estimate the genotypes of untyped variants by making use of the linkage disequilibrium patterns. Most accurate imputation methods are based on the Li-Stephens hidden Markov …

Assessing Age-Specific Vaccination Strategies And Post-Vaccination Reopening Policies For Covid-19 Control Using Seir Modeling Approach, Xia Wang, Hulin Wu, Sanyi Tang

Faculty, Staff and Student Publications

As the availability of COVID-19 vaccines, it is badly needed to develop vaccination guidelines to prioritize the vaccination delivery in order to effectively stop COVID-19 epidemic and minimize the loss. We evaluated the effect of age-specific vaccination strategies on the number of infections and deaths using an SEIR model, considering the age structure and social contact patterns for different age groups for each of different countries. In general, the vaccination priority should be given to those younger people who are active in social contacts to minimize the number of infections, while the vaccination priority should be given to the elderly …

Somatic Variants In Diverse Genes Leads To A Spectrum Of Focal Cortical Malformations, Dulcie Lai, Meethila Gade, Edward Yang, Hyun Yong Koh, Jinfeng Lu, Nicole M Walley, Anne F Buckley, Tristan T Sands, Cigdem I Akman, Mohamad A Mikati, Guy M Mckhann, James E Goldman, Peter Canoll, Allyson L Alexander, Kristen L Park, Gretchen K Von Allmen, Olga Rodziyevska, Meenakshi B Bhattacharjee, Hart G W Lidov, Hannes Vogel, Gerald A Grant, Brenda E Porter, Annapurna H Poduri, Peter B Crino, Erin L Heinzen

Faculty, Staff and Student Publications

Post-zygotically acquired genetic variants, or somatic variants, that arise during cortical development have emerged as important causes of focal epilepsies, particularly those due to malformations of cortical development. Pathogenic somatic variants have been identified in many genes within the PI3K-AKT-mTOR-signalling pathway in individuals with hemimegalencephaly and focal cortical dysplasia (type II), and more recently in SLC35A2 in individuals with focal cortical dysplasia (type I) or non-dysplastic epileptic cortex. Given the expanding role of somatic variants across different brain malformations, we sought to delineate the landscape of somatic variants in a large cohort of patients who underwent epilepsy surgery with hemimegalencephaly …

Pancancer Analysis Of A Potential Gene Mutation Model In The Prediction Of Immunotherapy Outcomes, Lishan Yu, Caifeng Gong

Faculty, Staff and Student Publications

Background: Immune checkpoint blockade (ICB) represents a promising treatment for cancer, but predictive biomarkers are needed. We aimed to develop a cost-effective signature to predict immunotherapy benefits across cancers.

Methods: We proposed a study framework to construct the signature. Specifically, we built a multivariate Cox proportional hazards regression model with LASSO using 80% of an ICB-treated cohort (n = 1661) from MSKCC. The desired signature named SIGP was the risk score of the model and was validated in the remaining 20% of patients and an external ICB-treated cohort (n = 249) from DFCI.

Results: SIGP was based on …

Bone Marrow Endothelial Cells Increase Prostate Cancer Cell Apoptosis In 3d Triculture Model Of Reactive Stroma, Lindsey K Sablatura, Tristen V Tellman, Aemin Kim, Mary C Farach-Carson

Faculty, Staff and Student Publications

The bone marrow tumor microenvironment (BMTE) is a complex network of cells, extracellular matrix, and sequestered signaling factors that initially act as a hostile environment for disseminating tumor cells (DTCs) from the cancerous prostate. Three-dimensional (3D) culture systems offer an opportunity to better model these complex interactions in reactive stroma, providing contextual behaviors for cancer cells, stromal cells, and endothelial cells. Using a new system designed for the triculture of osteoblastic prostate cancer (PCa) cells, stromal cells, and microvascular endothelial cells, we uncovered a context-specific pro-apoptotic effect of endothelial cells of the bone marrow different from those derived from the …

Controlling Multiple Covid-19 Epidemic Waves: An Insight From A Multi-Scale Model Linking The Behaviour Change Dynamics To The Disease Transmission Dynamics, Biao Tang, Weike Zhou, Xia Wang, Hulin Wu, Yanni Xiao

Faculty, Staff and Student Publications

COVID-19 epidemics exhibited multiple waves regionally and globally since 2020. It is important to understand the insight and underlying mechanisms of the multiple waves of COVID-19 epidemics in order to design more efficient non-pharmaceutical interventions (NPIs) and vaccination strategies to prevent future waves. We propose a multi-scale model by linking the behaviour change dynamics to the disease transmission dynamics to investigate the effect of behaviour dynamics on COVID-19 epidemics using game theory. The proposed multi-scale models are calibrated and key parameters related to disease transmission dynamics and behavioural dynamics with/without vaccination are estimated based on COVID-19 epidemic data (daily reported …

Klf5 Governs Sphingolipid Metabolism And Barrier Function Of The Skin, Ying Lyu, Yinglu Guan, Lisa Deliu, Ericka Humphrey, Joanna K Frontera, Youn Joo Yang, Daniel Zamler, Kun Hee Kim, Vakul Mohanty, Kevin Jin, Vakul Mohanty, Virginia Liu, Jinzhuang Dou, Lucas J Veillon, Shwetha V Kumar, Philip L Lorenzi, Yang Chen, Kathleen M Mcandrews, Sergei Grivennikov, Xingzhi Song, Jianhua Zhang, Yuanxin Xi, Jing Wang, Ken Chen, Priyadharsini Nagarajan, Yejing Ge

Faculty, Staff and Student Publications

Stem cells are fundamental units of tissue remodeling whose functions are dictated by lineage-specific transcription factors. Home to epidermal stem cells and their upward-stratifying progenies, skin relies on its secretory functions to form the outermost protective barrier, of which a transcriptional orchestrator has been elusive. KLF5 is a Krüppel-like transcription factor broadly involved in development and regeneration whose lineage specificity, if any, remains unclear. Here we report KLF5 specifically marks the epidermis, and its deletion leads to skin barrier dysfunction in vivo. Lipid envelopes and secretory lamellar bodies are defective in KLF5-deficient skin, accompanied by preferential loss of complex sphingolipids. …

Two Interaction Surfaces Between Xpa And Rpa Organize The Preincision Complex In Nucleotide Excision Repair, Mihyun Kim, Hyun-Suk Kim, Areetha D'Souza, Kaitlyn Gallagher, Eunwoo Jeong, Agnieszka Topolska-Wós, Kateryna Ogorodnik Le Meur, Chi-Lin Tsai, Miaw-Sheue Tsai, Minyong Kee, John A Tainer, Jung-Eun Yeo, Walter J Chazin, Orlando D Schärer

Faculty, Staff and Student Publications

The xeroderma pigmentosum protein A (XPA) and replication protein A (RPA) proteins fulfill essential roles in the assembly of the preincision complex in the nucleotide excision repair (NER) pathway. We have previously characterized the two interaction sites, one between the XPA N-terminal (XPA-N) disordered domain and the RPA32 C-terminal domain (RPA32C), and the other with the XPA DNA binding domain (DBD) and the RPA70AB DBDs. Here, we show that XPA mutations that inhibit the physical interaction in either site reduce NER activity in biochemical and cellular systems. Combining mutations in the two sites leads to an additive inhibition of NER, …

Non-Linear Machine Learning Models Incorporating Snps And Prs Improve Polygenic Prediction In Diverse Human Populations, Michael Elgart, Genevieve Lyons, Santiago Romero-Brufau, Nuzulul Kurniansyah, Jennifer A Brody, Xiuqing Guo, Henry J Lin, Laura Raffield, Yan Gao, Han Chen, Paul De Vries, Donald M Lloyd-Jones, Leslie A Lange, Gina M Peloso, Myriam Fornage, Jerome I Rotter, Stephen S Rich, Alanna C Morrison, Bruce M Psaty, Daniel Levy, Susan Redline, Nhlbi’S Trans-Omics In Precision Medicine (Topmed) Consortium, Tamar Sofer

Faculty, Staff and Student Publications

Polygenic risk scores (PRS) are commonly used to quantify the inherited susceptibility for a trait, yet they fail to account for non-linear and interaction effects between single nucleotide polymorphisms (SNPs). We address this via a machine learning approach, validated in nine complex phenotypes in a multi-ancestry population. We use an ensemble method of SNP selection followed by gradient boosted trees (XGBoost) to allow for non-linearities and interaction effects. We compare our results to the standard, linear PRS model developed using PRSice, LDpred2, and lassosum2. Combining a PRS as a feature in an XGBoost model results in a relative increase in …