Medicine and Health Sciences Commons^™

Auto-Detection And Segmentation Of Involved Lymph Nodes In Hpv-Associated Oropharyngeal Cancer Using A Convolutional Deep Learning Neural Network, Nicolette Taku, Kareem A Wahid, Lisanne V Van Dijk, Jaakko Sahlsten, Joel Jaskari, Kimmo Kaski, Clifton D Fuller, Mohamed A Naser

Faculty, Staff and Student Publications

PURPOSE: Segmentation of involved lymph nodes on head and neck computed tomography (HN-CT) scans is necessary for the radiotherapy planning of early-stage human papilloma virus (HPV) associated oropharynx cancers (OPC). We aimed to train a deep learning convolutional neural network (DL-CNN) to segment involved lymph nodes on HN-CT scans.

METHODS: Ground-truth segmentation of involved nodes was performed on pre-surgical HN-CT scans for 90 patients who underwent levels II-IV neck dissection for node-positive HPV-OPC (training/validation [n = 70] and testing [n = 20]). A 5-fold cross validation approach was used to train 5 DL-CNN sub-models based on a residual U-net architecture. …

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. …

Spatially Restricted Drivers And Transitional Cell Populations Cooperate With The Microenvironment In Untreated And Chemo-Resistant Pancreatic Cancer, Daniel Cui Zhou, Reyka G Jayasinghe, Siqi Chen, John M Herndon, Michael D Iglesia, Pooja Navale, Michael C Wendl, Wagma Caravan, Kazuhito Sato, Erik Storrs, Chia-Kuei Mo, Jingxian Liu, Austin N Southard-Smith, Yige Wu, Nataly Naser Al Deen, John M Baer, Robert S Fulton, Matthew A Wyczalkowski, Ruiyang Liu, Catrina C Fronick, Lucinda A Fulton, Andrew Shinkle, Lisa Thammavong, Houxiang Zhu, Hua Sun, Liang-Bo Wang, Yize Li, Chong Zuo, Joshua F Mcmichael, Sherri R Davies, Elizabeth L Appelbaum, Keenan J Robbins, Sara E Chasnoff, Xiaolu Yang, Ashley N Reeb, Clara Oh, Mamatha Serasanambati, Preet Lal, Rajees Varghese, Jay R Mashl, Jennifer Ponce, Nadezhda V Terekhanova, Lijun Yao, Fang Wang, Lijun Chen, Michael Schnaubelt, Rita Jui-Hsien Lu, Julie K Schwarz, Sidharth V Puram, Albert H Kim, Sheng-Kwei Song, Kooresh I Shoghi, Ken S Lau, Tao Ju, Ken Chen, Deyali Chatterjee, William G Hawkins, Hui Zhang, Samuel Achilefu, Milan G Chheda, Stephen T Oh, William E Gillanders, Feng Chen, David G Denardo, Ryan C Fields, Li Ding

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma is a lethal disease with limited treatment options and poor survival. We studied 83 spatial samples from 31 patients (11 treatment-naïve and 20 treated) using single-cell/nucleus RNA sequencing, bulk-proteogenomics, spatial transcriptomics and cellular imaging. Subpopulations of tumor cells exhibited signatures of proliferation, KRAS signaling, cell stress and epithelial-to-mesenchymal transition. Mapping mutations and copy number events distinguished tumor populations from normal and transitional cells, including acinar-to-ductal metaplasia and pancreatic intraepithelial neoplasia. Pathology-assisted deconvolution of spatial transcriptomic data identified tumor and transitional subpopulations with distinct histological features. We showed coordinated expression of TIGIT in exhausted and regulatory T cells …

Repurposing Epigenetic Inhibitors To Target The Clostridioides Difficile-Specific Dna Adenine Methyltransferase And Sporulation Regulator Cama, Jujun Zhou, John R Horton, Dan Yu, Ren Ren, Robert M Blumenthal, Xing Zhang, Xiaodong Cheng

Faculty, Staff and Student Publications

Epigenetically targeted therapeutic development, particularly for SAM-dependent methylations of DNA, mRNA and histones has been proceeding rapidly for cancer treatments over the past few years. However, this approach has barely begun to be exploited for developing new antibiotics, despite an overwhelming global need to counter antimicrobial resistance. Here, we explore whether SAM analogues, some of which are in (pre)clinical studies as inhibitors of human epigenetic enzymes, can also inhibit Clostridioides difficile-specific DNA adenine methyltransferase (CamA), a sporulation regulator present in all C. difficile genomes sequenced to date, but found in almost no other bacteria. We found that SGC0946 (an …

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, …

Clinical Acceptability Of Fully Automated External Beam Radiotherapy For Cervical Cancer With Three Different Beam Delivery Techniques, Dong Joo Rhee, Anuja Jhingran, Kai Huang, Tucker J Netherton, Nazia Fakie, Ingrid White, Alicia Sherriff, Carlos E Cardenas, Lifei Zhang, Surendra Prajapati, Stephen F Kry, Beth M Beadle, William Shaw, Frederika O'Reilly, Jeannette Parkes, Hester Burger, Chris Trauernicht, Hannah Simonds, Laurence E Court

Faculty, Staff and Student Publications

Purpose: To fully automate CT-based cervical cancer radiotherapy by automating contouring and planning for three different treatment techniques.

Methods: We automated three different radiotherapy planning techniques for locally advanced cervical cancer: 2D 4-field-box (4-field-box), 3D conformal radiotherapy (3D-CRT), and volumetric modulated arc therapy (VMAT). These auto-planning algorithms were combined with a previously developed auto-contouring system. To improve the quality of the 4-field-box and 3D-CRT plans, we used an in-house, field-in-field (FIF) automation program. Thirty-five plans were generated for each technique on CT scans from multiple institutions and evaluated by five experienced radiation oncologists from three different countries. Every plan was …

Development And Validation Of A Checklist For Use With Automatically Generated Radiotherapy Plans, Kelly A Nealon, Laurence E Court, Raphael J Douglas, Lifei Zhang, Eun Young Han

Faculty, Staff and Student Publications

Purpose: To develop a checklist that improves the rate of error detection during the plan review of automatically generated radiotherapy plans.

Methods: A custom checklist was developed using guidance from American Association of Physicists in Medicine task groups 275 and 315 and the results of a failure modes and effects analysis of the Radiation Planning Assistant (RPA), an automated contouring and treatment planning tool. The preliminary checklist contained 90 review items for each automatically generated plan. In the first study, eight physicists were recruited from our institution who were familiar with the RPA. Each physicist reviewed 10 artificial intelligence-generated resident …

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 …

Targeting The Dna Damage Response Beyond Poly(Adp-Ribose) Polymerase Inhibitors: Novel Agents And Rational Combinations, Natalie Y L Ngoi, Shannon N Westin, Timothy A Yap

Faculty, Staff and Student Publications

Purpose of review: Poly(ADP-ribose) polymerase (PARP) inhibitors have transformed treatment paradigms in multiple cancer types defined by homologous recombination deficiency (HRD) and have become the archetypal example of synthetic lethal targeting within the DNA damage response (DDR). Despite this success, primary and acquired resistance to PARP inhibition inevitability threaten the efficacy and durability of response to these drugs. Beyond PARP inhibitors, recent advances in large-scale functional genomic screens have led to the identification of a steadily growing list of genetic dependencies across the DDR landscape. This has led to a wide array of novel synthetic lethal targets and corresponding inhibitors, …

The Microbiome In Gastrointestinal Cancers, Michael G White, Jennifer A Wargo

Faculty, Staff and Student Publications

The human microbiome has been recognized as increasingly important to health and disease. This is especially prescient in the development of various cancers, their progression, and the microbiome's modulation of various anticancer therapeutics. Mechanisms behind these interactions have been increasingly well described through modulation of the host immune system as well as induction of genetic changes and local inactivation of cancer therapeutics. Here, we review these associations for a variety of gastrointestinal malignancies as well as contemporary strategies proposed to leverage these associations to improve cancer treatment outcomes.

Game Of Clones: Battles In The Field Of Carcinogenesis, Zahraa Rahal, Ansam Sinjab, Ignacio I Wistuba, Humam Kadara

Faculty, Staff and Student Publications

Recent advances in bulk sequencing approaches as well as genomic decoding at the single-cell level have revealed surprisingly high somatic mutational burdens in normal tissues, as well as increased our understanding of the landscape of "field cancerization", that is, molecular and immune alterations in mutagen-exposed normal-appearing tissues that recapitulated those present in tumors. Charting the somatic mutational landscapes in normal tissues can have strong implications on our understanding of how tumors arise from mutagenized epithelium. Making sense of those mutations to understand the progression along the pathologic continuum of normal epithelia, preneoplasias, up to malignant tissues will help pave way …

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 …

Imaging Characteristics Of 4th Ventricle Subependymoma, Ali S Haider, Tarek Y El Ahmadieh, Maryam Haider, Kimmo J Hatanpaa, Marco C Pinho, Bruce E Mickey, Raymond Sawaya, Gregory N Fuller, Donald F Schomer, Maria Gule-Monroe

Faculty, Staff and Student Publications

Purpose: Subependymomas located within the 4th ventricle are rare, and the literature describing imaging characteristics is sparse. Here, we describe the clinical and radiological characteristics of 29 patients with 4th ventricle subependymoma.

Methods: This is a retrospective multi-center study performed after Institutional Review Board (IRB) approval. Patients diagnosed with suspected 4th ventricle subependymoma were identified. A review of clinical, radiology, and pathology reports along with magnetic resonance imaging (MRI) images was performed.

Results: Twenty-nine patients, including 6 females, were identified. Eighteen patients underwent surgery with histopathological confirmation of subependymoma. The median age at diagnosis was 52 years. Median tumor volume …

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 …

Short Signature Rpob Gene Sequence To Differentiate Species In Mycobacterium Abscessus Group, Jian R Bao, Kileen L Shier, Ronald N Master, Robert S Jones, Richard B Clark

Faculty, Staff and Student Publications

Mycobacterium abscessus group (MAG) are rapidly growing acid-fast bacteria that consist of three closely related species: M. abscessus (Ma), M. bolletii (Mb), and M. massiliense (Mm). Differentiation of these species can be difficult but is increasingly requested owing to recent infectious outbreaks and their differential drug resistance. We developed a novel and rapid pyrosequencing method using short signature sequences (35 to 45 bp) at a hypervariable site in the rpoB gene to differentiate the three MAG species, along with M. chelonae (Mc), and M. immunogenum (Mi). This method was evaluated …

Changes In Apparent Diffusion Coefficient (Adc) In Serial Weekly Mri During Radiotherapy In Patients With Head And Neck Cancer: Results From The Predict-Hn Study, Sweet Ping Ng, Carlos E Cardenas, Houda Bahig, Baher Elgohari, Jihong Wang, Jason M Johnson, Amy C Moreno, Shalin J Shah, Adam S Garden, Jack Phan, G Brandon Gunn, Steven J Frank, Yao Ding, Lumine Na, Ying Yuan, Diana Urbauer, Abdallah S R Mohamed, David I Rosenthal, William H Morrison, Michael P Macmanus, Clifton D Fuller

Faculty, Staff and Student Publications

Background: The PREDICT-HN study aimed to systematically assess the kinetics of imaging MR biomarkers during head and neck radiotherapy.

Methods: Patients with intact squamous cell carcinoma of the head and neck were enrolled. Pre-, during, and post-treatment MRI were obtained. Serial GTV and ADC measurements were recorded. The correlation between each feature and the GTV was calculated using Spearman’s correlation coefficient. The linear mixed model was used to evaluate the change in GTV over time.

Results: A total of 41 patients completed the study. The majority (76%) had oropharyngeal cancer. A total of 36 patients had intact primary tumours that …

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.

Comparative Risks Of Initial Aortic Events Associated With Genetic Thoracic Aortic Disease, Ellen S Regalado, Shaine A Morris, Alan C Braverman, Ellen M Hostetler, Julie De Backer, Ruosha Li, Reed E Pyeritz, Anji T Yetman, Elena Cervi, Sherene Shalhub, Richmond Jeremy, Scott Lemaire, Maral Ouzounian, Arturo Evangelista, Catherine Boileau, Guillaume Jondeau, Dianna M Milewicz

Faculty, Staff and Student Publications

BACKGROUND: Pathogenic variants in 11 genes predispose individuals to heritable thoracic aortic disease (HTAD), but limited data are available to stratify the risk for aortic events associated with these genes.

OBJECTIVES: This study sought to compare the risk of first aortic event, specifically thoracic aortic aneurysm surgery or an aortic dissection, among 7 HTAD genes and variant types within each gene.

METHODS: A retrospective cohort of probands and relatives with rare variants in 7 genes for HTAD (n = 1,028) was assessed for the risk of first aortic events based on the gene altered, pathogenic variant type, sex, proband status, …

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

Fiber Bragg Grating Array For Shape Reconstruction In Structural Elements, Edson A Souza, Leandro C Macedo, Anselmo Frizera, Carlos Marques, Arnaldo Leal-Junior

Faculty, Staff and Student Publications

This paper presents the development, analysis and application of a fiber Bragg grating (FBG) array for two-dimensional (2D) shape reconstruction in a cantilever beam. The structural elements made of Pinus wood and Nylon 6.0 were numerically analyzed using the finite element method for the strain distribution when constant loading is applied at the free end of the beam. In addition, the temperature compensation method is proposed to decouple the temperature cross-sensitivity in the deflection analysis. In this case, the temperature sensitivities of all sensing elements of the 5-FBG array were obtained. An additional FBG was encapsulated in a silicone mold …

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 …

Phenotypic And Genetic Spectrum Of Atp6v1a Encephalopathy: A Disorder Of Lysosomal Homeostasis, Renzo Guerrini, Davide Mei, Katalin Kerti-Szigeti, Sara Pepe, Mary Kay Koenig, Gretchen Von Allmen, Megan T Cho, Kimberly Mcdonald, Janice Baker, Vikas Bhambhani, Zöe Powis, Lance Rodan, Rima Nabbout, Giulia Barcia, Jill A Rosenfeld, Carlos A Bacino, Cyril Mignot, Lillian H Power, Catharine J Harris, Dragan Marjanovic, Rikke S Møller, Trine B Hammer, Riikka Keski Filppula, Päivi Vieira, Clara Hildebrandt, Stephanie Sacharow, Luca Maragliano, Fabio Benfenati, Katherine Lachlan, Andreas Benneche, Florence Petit, Jean Madeleine De Sainte Agathe, Barbara Hallinan, Yue Si, Ingrid M Wentzensen, Fanggeng Zou, Vinodh Narayanan, Naomichi Matsumoto, Alessandra Boncristiano, Giancarlo La Marca, Mitsuhiro Kato, Kristin Anderson, Carmen Barba, Luisa Sturiale, Domenico Garozzo, Roberto Bei, Laura Masuelli, Valerio Conti, Gaia Novarino, Anna Fassio

Faculty, Staff and Student Publications

Vacuolar-type H+-ATPase (V-ATPase) is a multimeric complex present in a variety of cellular membranes that acts as an ATP-dependent proton pump and plays a key role in pH homeostasis and intracellular signalling pathways. In humans, 22 autosomal genes encode for a redundant set of subunits allowing the composition of diverse V-ATPase complexes with specific properties and expression. Sixteen subunits have been linked to human disease. Here we describe 26 patients harbouring 20 distinct pathogenic de novo missense ATP6V1A variants, mainly clustering within the ATP synthase α/β family-nucleotide-binding domain. At a mean age of 7 years (extremes: 6 weeks, youngest deceased …

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 …

Disposable E-Cigarettes And Associated Health Risks: An Experimental Study, Hsien-Chang Lin, Anne Buu, Wei-Chung Su

Faculty, Staff and Student Publications

The use of electronic nicotine delivery systems (ENDS), including disposable e-cigarettes, has been prevalent. Existing chemical analyses of ENDS focused on e-liquids rather than aerosols and failed to consider particle sizes and aerosol respiratory deposition fractions, which are key factors for inhalation doses. This study investigated the organic chemical and metal constituents in size-segregated ENDS aerosol and assessed the deposited doses and health risks of these substances. Aerosol chemical analyses were conducted on two popular disposable ENDS products: Puff Bar (Grape) and Air Bar (Watermelon Ice). An ENDS aerosol was generated and delivered into a Micro-Orifice Uniform Deposit Impactor to …

Understanding The Feelings And Experiences Of Patients With Periodontal Disease: A Qualitative Meta-Synthesis, Jun Yin, Yan Li, Mingyu Feng, Li Li

Faculty, Staff and Student Publications

BACKGROUND: Patients' experiences, feelings, and perceptions play key roles in quality of life and dental care quality, but they are poorly understood in periodontal disease. Therefore, this meta-synthesis aimed to gain deep insights into the feelings, experiences, and perceptions of people living with periodontal disease.

METHODS: Electronic database searches in PubMed, Cochrane Library, EMBASE, Scopus, Web of Science, PsycINFO, CINAHL, and Open AIRE were conducted up to December 2021 (updated in June 2022). The JBI Critical Appraisal Tool was used for quality assessment. Then reviewers integrated findings from qualitative studies with a thematic synthesis approach.

RESULTS: A total of 567 …

A Patient With Erdheim-Chester Disease Limited To Central Nervous System, Rajesh K Gupta, Anam Haque, Thejasvi A Reddy, Carlos A Pérez

Faculty, Staff and Student Publications

Erdheim-Chester disease (ECD) is a rare, sporadic, non-Langerhans cell histiocytosis, a multisystem disorder, which has higher mortality when presented with CNS involvement. We report a 46-year-old woman who has ECD with exclusive CNS involvement. She presented with intracranial hemorrhage and had a poor response to corticosteroid and interferon. She required multiple debulking procedures and eventually responded well to cobimetinib. She has not had any other organ involvement thus far. This report highlights that CNS involvement may be the only manifestation of ECD and sometimes may require a repeat biopsy with IHC testing for excellent treatment outcomes.