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Articles 9661 - 9690 of 26006
Full-Text Articles in Entire DC Network
Genetic Variants And Anterior Cruciate Ligament Rupture – Elastin Proteins Gene And Fibromodulin Gene Polymorphisms, Ewelina Lulińska, Joanna Żelazny, Agnieszka Lulińska, Elżbieta Grzywacz, Aleksandra Stroińska-Pluta, Marek Sawczuk, Magdalena Stanulewicz
Genetic Variants And Anterior Cruciate Ligament Rupture – Elastin Proteins Gene And Fibromodulin Gene Polymorphisms, Ewelina Lulińska, Joanna Żelazny, Agnieszka Lulińska, Elżbieta Grzywacz, Aleksandra Stroińska-Pluta, Marek Sawczuk, Magdalena Stanulewicz
Baltic Journal of Health and Physical Activity
Introduction: Anterior cruciate ligament (ACL) injuries are among the most common ligament injuries of the knee and often require reconstruction. The etiology of the molecular mechanisms of rupture of the anterior cruciate ligament (ACL) is poorly understood, and many external and internal factors have been associated with it, including genetics. This study aimed to investigate the association of sequence variants in the ELN and FMOD candidate genes with ACL ruptures based on the essential biological functions of these two proteoglycan-encoding genes in maintaining the structural integrity of tissues and regulating fibrillogenesis. Material and Methods: The partici-pants consisted of 229 (164 …
Targeting Cxcr4 Abrogates Resistance To Trastuzumab By Blocking Cell Cycle Progression And Synergizes With Docetaxel In Breast Cancer Treatment, Shuying Liu, Shelly M Xie, Wenbin Liu, Mihai Gagea, Ariella B Hanker, Nguyen Nguyen, Akshara Singareeka Raghavendra, Gloria Yang-Kolodji, Fuliang Chu, Sattva S Neelapu, Adriano Marchese, Samir Hanash, Johann Zimmermann, Carlos L Arteaga, Debasish Tripathy
Targeting Cxcr4 Abrogates Resistance To Trastuzumab By Blocking Cell Cycle Progression And Synergizes With Docetaxel In Breast Cancer Treatment, Shuying Liu, Shelly M Xie, Wenbin Liu, Mihai Gagea, Ariella B Hanker, Nguyen Nguyen, Akshara Singareeka Raghavendra, Gloria Yang-Kolodji, Fuliang Chu, Sattva S Neelapu, Adriano Marchese, Samir Hanash, Johann Zimmermann, Carlos L Arteaga, Debasish Tripathy
Faculty, Staff and Student Publications
Background: Although trastuzumab and other HER2-targeted therapies have significantly improved survival in patients with HER2 overexpressed or amplified (HER2+) breast cancer, a significant proportion of patients do not respond or eventually develop clinical resistance. Strategies to reverse trastuzumab resistance remain a high clinical priority. We were the first to report the role of CXCR4 in trastuzumab resistance. The present study aims to explore the therapeutic potential of targeting CXCR4 and better understand the associated mechanisms.
Methods: Immunofluorescent staining, confocal microscopy analysis, and immunoblotting were used to analyze CXCR4 expression. BrdU incorporation assays and flow cytometry were used to analyze dynamic …
17Β-Estradiol Promotes Extracellular Vesicle Release And Selective Mirna Loading In Erα-Positive Breast Cancer, Rares Drula, Barbara Pardini, Xiao Fu, Mireia Cruz De Los Santos, Ancuta Jurj, Lan Pang, Sherien M El-Daly, Linda Fabris, Erik Knutsen, Mihnea P Dragomir, Recep Bayraktar, Yongfeng Li, Meng Chen, Filippo Del Vecchio, Léa Berland, Jessica Dae, Daniel Fan, Masayoshi Shimizu, Anh M Tran, Mercedes Barzi, Carlotta Pioppini, Angelica M Gutierrez, Cristina Ivan, Salyna Meas, Carolyn S Hall, Suresh K Alahari, Ioana Berindan-Neagoe, Muller Fabbri, Anthony Lucci, Banu Arun, Simone Anfossi, George A Calin
17Β-Estradiol Promotes Extracellular Vesicle Release And Selective Mirna Loading In Erα-Positive Breast Cancer, Rares Drula, Barbara Pardini, Xiao Fu, Mireia Cruz De Los Santos, Ancuta Jurj, Lan Pang, Sherien M El-Daly, Linda Fabris, Erik Knutsen, Mihnea P Dragomir, Recep Bayraktar, Yongfeng Li, Meng Chen, Filippo Del Vecchio, Léa Berland, Jessica Dae, Daniel Fan, Masayoshi Shimizu, Anh M Tran, Mercedes Barzi, Carlotta Pioppini, Angelica M Gutierrez, Cristina Ivan, Salyna Meas, Carolyn S Hall, Suresh K Alahari, Ioana Berindan-Neagoe, Muller Fabbri, Anthony Lucci, Banu Arun, Simone Anfossi, George A Calin
Faculty, Staff and Student Publications
The causes and consequences of abnormal biogenesis of extracellular vesicles (EVs) are not yet well understood in malignancies, including in breast cancers (BCs). Given the hormonal signaling dependence of estrogen receptor-positive (ER+) BC, we hypothesized that 17β-estradiol (estrogen) might influence EV production and microRNA (miRNA) loading. We report that physiological doses of 17β-estradiol promote EV secretion specifically from ER+ BC cells via inhibition of miR-149-5p, hindering its regulatory activity on SP1, a transcription factor that regulates the EV biogenesis factor nSMase2. Additionally, miR-149-5p downregulation promotes hnRNPA1 expression, responsible for the loading of let-7's miRNAs into EVs. In multiple patient cohorts, …
Effect Of Porosity In Activated Carbon Supports For Silicon-Based Lithium-Ion Batteries (Libs), Yun Jeong Choi, Jeong Bin Choi, Ji Sun Im, Ji Hong Kim
Effect Of Porosity In Activated Carbon Supports For Silicon-Based Lithium-Ion Batteries (Libs), Yun Jeong Choi, Jeong Bin Choi, Ji Sun Im, Ji Hong Kim
Faculty, Staff and Student Publications
Activated carbon supports for Si deposition with different porosities were prepared, and the effect of porosity on the electrochemical characteristics was investigated. The porosity of the support is a key parameter affecting the Si deposition mechanism and the stability of the electrode. In the Si deposition mechanism, as the porosity of activated carbon increases, the effect of particle size reduction due to the uniform dispersion of Si was confirmed. This implies that the porosity of activated carbon can affect the rate performance. However, excessively high porosity reduced the contact area between Si and activated carbon, resulting in poor electrode stability. …
Non-Homologous End-Joining Pathway Genotypes Significantly Associated With Nasopharyngeal Carcinoma Susceptibility, Chia-Wen Tsai, Liang-Chun Shih, Wen-Shin Chang, Che-Lun Hsu, Jie-Long He, Te-Chun Hsia, Yun-Chi Wang, Jian Gu, Da-Tian Bau
Non-Homologous End-Joining Pathway Genotypes Significantly Associated With Nasopharyngeal Carcinoma Susceptibility, Chia-Wen Tsai, Liang-Chun Shih, Wen-Shin Chang, Che-Lun Hsu, Jie-Long He, Te-Chun Hsia, Yun-Chi Wang, Jian Gu, Da-Tian Bau
Faculty, Staff and Student Publications
Defects in the non-homologous end-joining (NHEJ) DNA repair pathway lead to genomic instability and carcinogenesis. However, the roles of individual NHEJ genes in nasopharyngeal carcinoma (NPC) etiology are not well-understood. The aim of this study was to assess the contribution of NHEJ genotypes, including XRCC4 (rs6869366, rs3734091, rs28360071, rs28360317, rs1805377), XRCC5 (rs828907, rs11685387, rs9288518), XRCC6 (rs5751129, rs2267437, rs132770, rs132774), XRCC7 rs7003908, and Ligase4 rs1805388, to NPC risk, with 208 NPC patients and 416 controls. Genotype-phenotype correlations were also investigated by measuring mRNA and protein expression in adjacent normal tissues and assessing the NHEJ repair capacity in blood lymphocytes from 43 …
Genotype-Degree Of Hemolysis Correlation In Hereditary Spherocytosis, Yimeng Shi, Yuan Li, Xiawan Yang, Xiaoxia Li, Guangxin Peng, Xin Zhao, Xu Liu, Yufei Zhao, Jing Hu, Xiangrong Hu, Baohang Zhang, Kang Zhou, Yang Yang, Youzhen Xiong, Jianping Li, Huihui Fan, Wenrui Yang, Lei Ye, Liping Jing, Li Zhang, Fengkui Zhang
Genotype-Degree Of Hemolysis Correlation In Hereditary Spherocytosis, Yimeng Shi, Yuan Li, Xiawan Yang, Xiaoxia Li, Guangxin Peng, Xin Zhao, Xu Liu, Yufei Zhao, Jing Hu, Xiangrong Hu, Baohang Zhang, Kang Zhou, Yang Yang, Youzhen Xiong, Jianping Li, Huihui Fan, Wenrui Yang, Lei Ye, Liping Jing, Li Zhang, Fengkui Zhang
Faculty, Staff and Student Publications
BACKGROUND: Hereditary spherocytosis (HS) is a common inherited hemolytic anemia, caused by mutations in five genes that encode erythrocyte membrane skeleton proteins. The red blood cell (RBC) lifespan could directly reflect the degree of hemolysis. In the present cohort of 23 patients with HS, we performed next-generation sequencing (NGS) and Levitt's carbon monoxide (CO) breath test to investigate the potential genotype-degree of hemolysis correlation.
RESULTS: In the present cohort, we identified 8 ANK1,9 SPTB,5 SLC4A1 and 1 SPTA1 mutations in 23 patients with HS, and the median RBC lifespan was 14(8-48) days. The median RBC lifespan of patients with ANK1, …
Author Correction: 3-Phosphoinositide-Dependent Kinase 1 Drives Acquired Resistance To Osimertinib, Ismail M Meraz, Mourad Majidi, Bingliang Fang, Feng Meng, Lihui Gao, Ruping Shao, Renduo Song, Feng Li, Yonathan Lissanu, Huiqin Chen, Min Jin Ha, Qi Wang, Jing Wang, Elizabeth Shpall, Sung Yun Jung, Franziska Haderk, Philippe Gui, Jonathan Wesley Riess, Victor Olivas, Trever G Bivona, Jack A Roth
Author Correction: 3-Phosphoinositide-Dependent Kinase 1 Drives Acquired Resistance To Osimertinib, Ismail M Meraz, Mourad Majidi, Bingliang Fang, Feng Meng, Lihui Gao, Ruping Shao, Renduo Song, Feng Li, Yonathan Lissanu, Huiqin Chen, Min Jin Ha, Qi Wang, Jing Wang, Elizabeth Shpall, Sung Yun Jung, Franziska Haderk, Philippe Gui, Jonathan Wesley Riess, Victor Olivas, Trever G Bivona, Jack A Roth
Faculty, Staff and Students Publications
No abstract provided.
Mapping Human Norovirus Antigens During Infection Reveals The Breadth Of The Humoral Immune Response, Lynn Su, Wanzhi Huang, Frederick H Neill, Mary K Estes, Robert L Atmar, Timothy Palzkill
Mapping Human Norovirus Antigens During Infection Reveals The Breadth Of The Humoral Immune Response, Lynn Su, Wanzhi Huang, Frederick H Neill, Mary K Estes, Robert L Atmar, Timothy Palzkill
Faculty, Staff and Students Publications
Human noroviruses (HuNoV) are the leading cause of acute gastroenteritis worldwide. The humoral immune response plays an important role in clearing HuNoV infections and elucidating the antigenic landscape of HuNoV during an infection can shed light on antibody targets to inform vaccine design. Here, we utilized Jun-Fos-assisted phage display of a HuNoV genogroup GI.1 genomic library and deep sequencing to simultaneously map the epitopes of serum antibodies of six individuals infected with GI.1 HuNoV. We found both unique and common epitopes that were widely distributed among both nonstructural proteins and the major capsid protein. Recurring epitope profiles suggest immunodominant antibody …
Steroid Receptor Coactivator 3 Is A Key Modulator Of Regulatory T Cell-Mediated Tumor Evasion, Sang Jun Han, Prashi Jain, Yosef Gilad, Yan Xia, Nuri Sung, Mi Jin Park, Adam M Dean, Rainer B Lanz, Jianming Xu, Clifford C Dacso, David M Lonard, Bert W O'Malley
Steroid Receptor Coactivator 3 Is A Key Modulator Of Regulatory T Cell-Mediated Tumor Evasion, Sang Jun Han, Prashi Jain, Yosef Gilad, Yan Xia, Nuri Sung, Mi Jin Park, Adam M Dean, Rainer B Lanz, Jianming Xu, Clifford C Dacso, David M Lonard, Bert W O'Malley
Faculty, Staff and Students Publications
Steroid receptor coactivator 3 (SRC-3) is most strongly expressed in regulatory T cells (Tregs) and B cells, suggesting that it plays an important role in the regulation of Treg function. Using an aggressive E0771 mouse breast cell line syngeneic immune-intact murine model, we observed that breast tumors were "permanently eradicated" in a genetically engineered tamoxifen-inducible Treg-cell-specific SRC-3 knockout (KO) female mouse that does not possess a systemic autoimmune pathological phenotype. A similar eradication of tumor was noted in a syngeneic model of prostate cancer. A subsequent injection of additional E0771 cancer cells into these mice showed continued resistance to tumor …
Systematic Assessment Of The Contribution Of Structural Variants To Inherited Retinal Diseases, Shu Wen, Meng Wang, Xinye Qian, Yumei Li, Keqing Wang, Jongsu Choi, Mark E Pennesi, Paul Yang, Molly Marra, Robert K Koenekoop, Irma Lopez, Anna Matynia, Michael Gorin, Ruifang Sui, Fengxia Yao, Kerry Goetz, Fernanda Belga Ottoni Porto, Rui Chen
Systematic Assessment Of The Contribution Of Structural Variants To Inherited Retinal Diseases, Shu Wen, Meng Wang, Xinye Qian, Yumei Li, Keqing Wang, Jongsu Choi, Mark E Pennesi, Paul Yang, Molly Marra, Robert K Koenekoop, Irma Lopez, Anna Matynia, Michael Gorin, Ruifang Sui, Fengxia Yao, Kerry Goetz, Fernanda Belga Ottoni Porto, Rui Chen
Faculty, Staff and Students Publications
Despite increasing success in determining genetic diagnosis for patients with inherited retinal diseases (IRDs), mutations in about 30% of the IRD cases remain unclear or unsettled after targeted gene panel or whole exome sequencing. In this study, we aimed to investigate the contributions of structural variants (SVs) to settling the molecular diagnosis of IRD with whole-genome sequencing (WGS). A cohort of 755 IRD patients whose pathogenic mutations remain undefined were subjected to WGS. Four SV calling algorithms including include MANTA, DELLY, LUMPY and CNVnator were used to detect SVs throughout the genome. All SVs identified by any one of these …
Bk Channel Modulation By Positively Charged Peptides And Auxiliary Γ Subunits Mediated By The Ca2+-Bowl Site, Guanxing Chen, Qin Li, Timothy I Webb, Mark A Hollywood, Jiusheng Yan
Bk Channel Modulation By Positively Charged Peptides And Auxiliary Γ Subunits Mediated By The Ca2+-Bowl Site, Guanxing Chen, Qin Li, Timothy I Webb, Mark A Hollywood, Jiusheng Yan
Faculty, Staff and Student Publications
The large-conductance, Ca2+-, and voltage-activated K+ (BK) channel consists of the pore-forming α (BKα) subunit and regulatory β and γ subunits. The γ1-3 subunits facilitate BK channel activation by shifting the voltage-dependence of channel activation toward the hyperpolarization direction by about 50-150 mV in the absence of Ca2+. We previously found that the intracellular C-terminal positively charged regions of the γ subunits play important roles in BK channel modulation. In this study, we found that the intracellular C-terminal region of BKα is indispensable in BK channel modulation by the γ1 subunit. Notably, synthetic peptide mimics of the γ1-3 subunits' C-terminal …
Autolysosomal Exocytosis Of Lipids Protect Neurons From Ferroptosis, Isha Ralhan, Jinlan Chang, Matthew J Moulton, Lindsey D Goodman, Nathanael Y J Lee, Greg Plummer, H Amalia Pasolli, Doreen Matthies, Hugo J Bellen, Maria S Ioannou
Autolysosomal Exocytosis Of Lipids Protect Neurons From Ferroptosis, Isha Ralhan, Jinlan Chang, Matthew J Moulton, Lindsey D Goodman, Nathanael Y J Lee, Greg Plummer, H Amalia Pasolli, Doreen Matthies, Hugo J Bellen, Maria S Ioannou
Faculty, Staff and Students Publications
During oxidative stress neurons release lipids that are internalized by glia. Defects in this coordinated process play an important role in several neurodegenerative diseases. Yet, the mechanisms of lipid release and its consequences on neuronal health are unclear. Here, we demonstrate that lipid-protein particle release by autolysosome exocytosis protects neurons from ferroptosis, a form of cell death driven by lipid peroxidation. We show that during oxidative stress, peroxidated lipids and iron are released from neurons by autolysosomal exocytosis which requires the exocytic machinery VAMP7 and syntaxin 4. We observe membrane-bound lipid-protein particles by TEM and demonstrate that these particles are …
The Role Of Native Cysteine Residues In The Oligomerization Of Kcnq1 Channels, Alison Bates, Rebecca B Stowe, Elizabeth M Travis, Lauryn E Cook, Carole Dabney-Smith, Gary A Lorigan
The Role Of Native Cysteine Residues In The Oligomerization Of Kcnq1 Channels, Alison Bates, Rebecca B Stowe, Elizabeth M Travis, Lauryn E Cook, Carole Dabney-Smith, Gary A Lorigan
Faculty, Staff and Student Publications
KCNQ1, the major component of the slow-delayed rectifier potassium channel, is responsible for repolarization of cardiac action potential. Mutations in this channel can lead to a variety of diseases, most notably long QT syndrome. It is currently unknown how many of these mutations change channel function and structure on a molecular level. Since tetramerization is key to proper function and structure of the channel, it is likely that mutations modify the stability of KCNQ1 oligomers. Presently, the C-terminal domain of KCNQ1 has been noted as the driving force for oligomer formation. However, truncated versions of this protein lacking the C-terminal …
Measuring The Acidification Of The Phagosomal Lumen In Live C Elegans Embryos, Omar Peña-Ramos, Zheng Zhou
Measuring The Acidification Of The Phagosomal Lumen In Live C Elegans Embryos, Omar Peña-Ramos, Zheng Zhou
Faculty, Staff and Students Publications
In metazoans, the acidification of the phagosomal lumen is essential for the efficient degradation of cargoes. Here, we present a protocol for measuring the rate of acidification inside phagosomal lumen containing apoptotic cells in living C. elegans embryos. We describe steps for generating a worm population, selecting embryos, and mounting embryos on agar pads. We then detail live imaging of embryos and data analysis. This protocol is applicable to any organism in which real-time fluorescence imaging can be performed. For complete details on the use and execution of this protocol, please refer to Pena-Ramos et al. (2022).
Cfp1 Governs Uterine Epigenetic Landscapes To Intervene In Progesterone Responses For Uterine Physiology And Suppression Of Endometriosis, Seung Chel Yang, Mira Park, Kwon-Ho Hong, Hyeonwoo La, Chanhyeok Park, Peike Wang, Gaizhen Li, Qionghua Chen, Youngsok Choi, Francesco J Demayo, John P Lydon, David G Skalnik, Hyunjung J Lim, Seok-Ho Hong, So Hee Park, Yeon Sun Kim, Hye-Ryun Kim, Haengseok Song
Cfp1 Governs Uterine Epigenetic Landscapes To Intervene In Progesterone Responses For Uterine Physiology And Suppression Of Endometriosis, Seung Chel Yang, Mira Park, Kwon-Ho Hong, Hyeonwoo La, Chanhyeok Park, Peike Wang, Gaizhen Li, Qionghua Chen, Youngsok Choi, Francesco J Demayo, John P Lydon, David G Skalnik, Hyunjung J Lim, Seok-Ho Hong, So Hee Park, Yeon Sun Kim, Hye-Ryun Kim, Haengseok Song
Faculty, Staff and Students Publications
Progesterone (P4) is required for the preparation of the endometrium for a successful pregnancy. P4 resistance is a leading cause of the pathogenesis of endometrial disorders like endometriosis, often leading to infertility; however, the underlying epigenetic cause remains unclear. Here we demonstrate that CFP1, a regulator of H3K4me3, is required for maintaining epigenetic landscapes of P4-progesterone receptor (PGR) signaling networks in the mouse uterus. Cfp1f/f;Pgr-Cre (Cfp1d/d) mice showed impaired P4 responses, leading to complete failure of embryo implantation. mRNA and chromatin immunoprecipitation sequencing analyses showed that CFP1 regulates uterine mRNA profiles not only in H3K4me3-dependent …
Long-Term Outcomes Of Bevacizumab And Chemoradiation For Locoregionally Advanced Nasopharyngeal Carcinoma: A Nonrandomized Controlled Trial, Nancy Y. Lee, Jonathan Harris, John Kim, Adam Garden, James Mechalakos, David G. Pfister, Anthony T.C. Chan, Kenneth Hu, A. Dimitrios Colevas, Steven Frank, George Shenouda, Voichita Bar-Ad, John N. Waldron, Paul M. Harari, Adam Raben, Pedro Torres-Saavedra, Quynh-Thu Le
Long-Term Outcomes Of Bevacizumab And Chemoradiation For Locoregionally Advanced Nasopharyngeal Carcinoma: A Nonrandomized Controlled Trial, Nancy Y. Lee, Jonathan Harris, John Kim, Adam Garden, James Mechalakos, David G. Pfister, Anthony T.C. Chan, Kenneth Hu, A. Dimitrios Colevas, Steven Frank, George Shenouda, Voichita Bar-Ad, John N. Waldron, Paul M. Harari, Adam Raben, Pedro Torres-Saavedra, Quynh-Thu Le
Department of Radiation Oncology Faculty Papers
IMPORTANCE: The long-term outcomes associated with adding bevacizumab, a vascular endothelial growth factor inhibitor, to standard chemoradiation have continued to be favorable for a group of patients with locoregionally advanced nasopharyngeal carcinoma (NPC).
OBJECTIVE: To assess long-term toxic effects and clinical outcomes associated with chemotherapy, radiation therapy (RT), and bevacizumab for NPC.
DESIGN, SETTING, AND PARTICIPANTS: This single-arm phase II nonrandomized controlled trial was conducted by the National Cancer Trials Network group and NRG Oncology (formerly Radiation Therapy Oncology Group), with accrual from December 13, 2006, to February 5, 2009, and data analysis from June 26 to July 1, 2019. …
Rare Penetrant Mutations Confer Severe Risk Of Common Diseases, Petko P Fiziev, Jeremy Mcrae, Jacob C Ulirsch, Jacqueline S Dron, Tobias Hamp, Yanshen Yang, Pierrick Wainschtein, Zijian Ni, Joshua G Schraiber, Hong Gao, Dylan Cable, Yair Field, Francois Aguet, Marc Fasnacht, Ahmed Metwally, Jeffrey Rogers, Tomas Marques-Bonet, Heidi L Rehm, Anne O'Donnell-Luria, Amit V Khera, Kyle Kai-How Farh
Rare Penetrant Mutations Confer Severe Risk Of Common Diseases, Petko P Fiziev, Jeremy Mcrae, Jacob C Ulirsch, Jacqueline S Dron, Tobias Hamp, Yanshen Yang, Pierrick Wainschtein, Zijian Ni, Joshua G Schraiber, Hong Gao, Dylan Cable, Yair Field, Francois Aguet, Marc Fasnacht, Ahmed Metwally, Jeffrey Rogers, Tomas Marques-Bonet, Heidi L Rehm, Anne O'Donnell-Luria, Amit V Khera, Kyle Kai-How Farh
Faculty, Staff and Students Publications
We examined 454,712 exomes for genes associated with a wide spectrum of complex traits and common diseases and observed that rare, penetrant mutations in genes implicated by genome-wide association studies confer ~10-fold larger effects than common variants in the same genes. Consequently, an individual at the phenotypic extreme and at the greatest risk for severe, early-onset disease is better identified by a few rare penetrant variants than by the collective action of many common variants with weak effects. By combining rare variants across phenotype-associated genes into a unified genetic risk model, we demonstrate superior portability across diverse global populations compared …
Genome-Wide Coancestry Reveals Details Of Ancient And Recent Male-Driven Reticulation In Baboons, Erik F Sørensen, R Alan Harris, Liye Zhang, Muthuswamy Raveendran, Lukas F K Kuderna, Jerilyn A Walker, Jessica M Storer, Martin Kuhlwilm, Claudia Fontsere, Lakshmi Seshadri, Christina M Bergey, Andrew S Burrell, Juraj Bergman, Jane E Phillips-Conroy, Fekadu Shiferaw, Kenneth L Chiou, Idrissa S Chuma, Julius D Keyyu, Julia Fischer, Marie-Claude Gingras, Sejal Salvi, Harshavardhan Doddapaneni, Mikkel H Schierup, Mark A Batzer, Clifford J Jolly, Sascha Knauf, Dietmar Zinner, Kyle K-H Farh, Tomas Marques-Bonet, Kasper Munch, Christian Roos, Jeffrey Rogers
Genome-Wide Coancestry Reveals Details Of Ancient And Recent Male-Driven Reticulation In Baboons, Erik F Sørensen, R Alan Harris, Liye Zhang, Muthuswamy Raveendran, Lukas F K Kuderna, Jerilyn A Walker, Jessica M Storer, Martin Kuhlwilm, Claudia Fontsere, Lakshmi Seshadri, Christina M Bergey, Andrew S Burrell, Juraj Bergman, Jane E Phillips-Conroy, Fekadu Shiferaw, Kenneth L Chiou, Idrissa S Chuma, Julius D Keyyu, Julia Fischer, Marie-Claude Gingras, Sejal Salvi, Harshavardhan Doddapaneni, Mikkel H Schierup, Mark A Batzer, Clifford J Jolly, Sascha Knauf, Dietmar Zinner, Kyle K-H Farh, Tomas Marques-Bonet, Kasper Munch, Christian Roos, Jeffrey Rogers
Faculty, Staff and Students Publications
Baboons (genus Papio) are a morphologically and behaviorally diverse clade of catarrhine monkeys that have experienced hybridization between phenotypically and genetically distinct phylogenetic species. We used high-coverage whole-genome sequences from 225 wild baboons representing 19 geographic localities to investigate population genomics and interspecies gene flow. Our analyses provide an expanded picture of evolutionary reticulation among species and reveal patterns of population structure within and among species, including differential admixture among conspecific populations. We describe the first example of a baboon population with a genetic composition that is derived from three distinct lineages. The results reveal processes, both ancient and …
Curated And Harmonized Gut Microbiome 16s Rrna Amplicon Data From Dietary Fiber Intervention Studies In Humans, Cynthia I Rodriguez, Ali Keshavarzian, Bruce R Hamaker, Feitong Liu, Genelle R Lunken, Heather Rasmussen, Hongwei Zhou, Julien Tap, Kelly S Swanson, Maria Ukhanova, Marion Leclerc, Martin Gotteland, Paola Navarrete, Petia Kovatcheva-Datchary, Wendy J Dahl, Jennifer B H Martiny
Curated And Harmonized Gut Microbiome 16s Rrna Amplicon Data From Dietary Fiber Intervention Studies In Humans, Cynthia I Rodriguez, Ali Keshavarzian, Bruce R Hamaker, Feitong Liu, Genelle R Lunken, Heather Rasmussen, Hongwei Zhou, Julien Tap, Kelly S Swanson, Maria Ukhanova, Marion Leclerc, Martin Gotteland, Paola Navarrete, Petia Kovatcheva-Datchary, Wendy J Dahl, Jennifer B H Martiny
Faculty, Staff and Student Publications
Next generation amplicon sequencing has created a plethora of data from human microbiomes. The accessibility to this scientific data and its corresponding metadata is important for its reuse, to allow for new discoveries, verification of published results, and serving as path for reproducibility. Dietary fiber consumption has been associated with a variety of health benefits that are thought to be mediated by gut microbiota. To enable direct comparisons of the response of the gut microbiome to fiber, we obtained 16S rRNA sequencing data and its corresponding metadata from 11 fiber intervention studies for a total of 2,368 samples. We provide …
Evaluating The Use Of Blood Pressure Polygenic Risk Scores Across Race/Ethnic Background Groups, Nuzulul Kurniansyah, Matthew O Goodman, Alyna T Khan, Jiongming Wang, Elena Feofanova, Joshua C Bis, Kerri L Wiggins, Jennifer E Huffman, Tanika Kelly, Tali Elfassy, Xiuqing Guo, Walter Palmas, Henry J Lin, Shih-Jen Hwang, Yan Gao, Kendra Young, Gregory L Kinney, Jennifer A Smith, Bing Yu, Simin Liu, Sylvia Wassertheil-Smoller, Joann E Manson, Xiaofeng Zhu, Yii-Der Ida Chen, I-Te Lee, C Charles Gu, Donald M Lloyd-Jones, Sebastian Zöllner, Myriam Fornage, Charles Kooperberg, Adolfo Correa, Bruce M Psaty, Donna K Arnett, Carmen R Isasi, Stephen S Rich, Robert C Kaplan, Susan Redline, Braxton D Mitchell, Nora Franceschini, Daniel Levy, Jerome I Rotter, Alanna C Morrison, Tamar Sofer
Evaluating The Use Of Blood Pressure Polygenic Risk Scores Across Race/Ethnic Background Groups, Nuzulul Kurniansyah, Matthew O Goodman, Alyna T Khan, Jiongming Wang, Elena Feofanova, Joshua C Bis, Kerri L Wiggins, Jennifer E Huffman, Tanika Kelly, Tali Elfassy, Xiuqing Guo, Walter Palmas, Henry J Lin, Shih-Jen Hwang, Yan Gao, Kendra Young, Gregory L Kinney, Jennifer A Smith, Bing Yu, Simin Liu, Sylvia Wassertheil-Smoller, Joann E Manson, Xiaofeng Zhu, Yii-Der Ida Chen, I-Te Lee, C Charles Gu, Donald M Lloyd-Jones, Sebastian Zöllner, Myriam Fornage, Charles Kooperberg, Adolfo Correa, Bruce M Psaty, Donna K Arnett, Carmen R Isasi, Stephen S Rich, Robert C Kaplan, Susan Redline, Braxton D Mitchell, Nora Franceschini, Daniel Levy, Jerome I Rotter, Alanna C Morrison, Tamar Sofer
Faculty, Staff and Student Publications
We assess performance and limitations of polygenic risk scores (PRSs) for multiple blood pressure (BP) phenotypes in diverse population groups. We compare "clumping-and-thresholding" (PRSice2) and LD-based (LDPred2) methods to construct PRSs from each of multiple GWAS, as well as multi-PRS approaches that sum PRSs with and without weights, including PRS-CSx. We use datasets from the MGB Biobank, TOPMed study, UK biobank, and from All of Us to train, assess, and validate PRSs in groups defined by self-reported race/ethnic background (Asian, Black, Hispanic/Latino, and White). For both SBP and DBP, the PRS-CSx based PRS, constructed as a weighted sum of PRSs …
Association Of Circulating Markers With Cognitive Decline After Radiation Therapy For Brain Metastasis, Kristin Huntoon, S Keith Anderson, Karla V Ballman, Erin Twohy, Katharine Dooley, Wen Jiang, Yi An, Jing Li, Christina Von Roemeling, Yaqing Qie, Owen A Ross, Jane H Cerhan, Anthony C Whitton, Jeffrey N Greenspoon, Ian F Parney, Jonathan B Ashman, Jean-Paul Bahary, Constantinos Hadjipanayis, James J Urbanic, Elana Farace, Deepak Khuntia, Nadia N Laack, Paul D Brown, David Roberge, Betty Y S Kim
Association Of Circulating Markers With Cognitive Decline After Radiation Therapy For Brain Metastasis, Kristin Huntoon, S Keith Anderson, Karla V Ballman, Erin Twohy, Katharine Dooley, Wen Jiang, Yi An, Jing Li, Christina Von Roemeling, Yaqing Qie, Owen A Ross, Jane H Cerhan, Anthony C Whitton, Jeffrey N Greenspoon, Ian F Parney, Jonathan B Ashman, Jean-Paul Bahary, Constantinos Hadjipanayis, James J Urbanic, Elana Farace, Deepak Khuntia, Nadia N Laack, Paul D Brown, David Roberge, Betty Y S Kim
Faculty, Staff and Student Publications
BACKGROUND: A recent phase III trial (NCT01372774) comparing use of stereotactic radiosurgery [SRS] versus whole-brain radiation therapy [WBRT] after surgical resection of a single brain metastasis revealed that declines in cognitive function were more common with WBRT than with SRS. A secondary endpoint in that trial, and the primary objective in this secondary analysis, was to identify baseline biomarkers associated with cognitive impairment after either form of radiotherapy for brain metastasis. Here we report our findings on APOE genotype and serum levels of associated proteins and their association with radiation-induced neurocognitive decline.
METHODS: In this retrospective analysis of prospectively collected …
Machine Learning Reveals Lipidome Remodeling Dynamics In A Mouse Model Of Ovarian Cancer, Olatomiwa O Bifarin, Samyukta Sah, David A Gaul, Samuel G Moore, Ruihong Chen, Murugesan Palaniappan, Jaeyeon Kim, Martin M Matzuk, Facundo M Fernández
Machine Learning Reveals Lipidome Remodeling Dynamics In A Mouse Model Of Ovarian Cancer, Olatomiwa O Bifarin, Samyukta Sah, David A Gaul, Samuel G Moore, Ruihong Chen, Murugesan Palaniappan, Jaeyeon Kim, Martin M Matzuk, Facundo M Fernández
Faculty, Staff and Students Publications
Ovarian cancer (OC) is one of the deadliest cancers affecting the female reproductive system. It may present little or no symptoms at the early stages and typically unspecific symptoms at later stages. High-grade serous ovarian cancer (HGSC) is the subtype responsible for most ovarian cancer deaths. However, very little is known about the metabolic course of this disease, particularly in its early stages. In this longitudinal study, we examined the temporal course of serum lipidome changes using a robust HGSC mouse model and machine learning data analysis. Early progression of HGSC was marked by increased levels of phosphatidylcholines and phosphatidylethanolamines. …
A Global Catalog Of Whole-Genome Diversity From 233 Primate Species\, Lukas F K Kuderna, Hong Gao, Mareike C Janiak, Martin Kuhlwilm, Joseph D Orkin, Thomas Bataillon, Shivakumara Manu, Alejandro Valenzuela, Juraj Bergman, Marjolaine Rousselle, Felipe Ennes Silva, Lidia Agueda, Julie Blanc, Marta Gut, Dorien De Vries, Ian Goodhead, R Alan Harris, Muthuswamy Raveendran, Axel Jensen, Idrissa S Chuma, Julie E Horvath, Christina Hvilsom, David Juan, Peter Frandsen, Joshua G Schraiber, Fabiano R De Melo, Fabrício Bertuol, Hazel Byrne, Iracilda Sampaio, Izeni Farias, João Valsecchi, Malu Messias, Maria N F Da Silva, Mihir Trivedi, Rogerio Rossi, Tomas Hrbek, Nicole Andriaholinirina, Clément J Rabarivola, Alphonse Zaramody, Clifford J Jolly, Jane Phillips-Conroy, Gregory Wilkerson, Christian Abee, Joe H Simmons, Eduardo Fernandez-Duque, Sree Kanthaswamy, Fekadu Shiferaw, Dongdong Wu, Long Zhou, Yong Shao, Guojie Zhang, Julius D Keyyu, Sascha Knauf, Minh D Le, Esther Lizano, Stefan Merker, Arcadi Navarro, Tilo Nadler, Chiea Chuen Khor, Jessica Lee, Patrick Tan, Weng Khong Lim, Andrew C Kitchener, Dietmar Zinner, Ivo Gut, Amanda D Melin, Katerina Guschanski, Mikkel Heide Schierup, Robin M D Beck, Govindhaswamy Umapathy, Christian Roos, Jean P Boubli, Jeffrey Rogers, Kyle Kai-How Farh, Tomas Marques Bonet
A Global Catalog Of Whole-Genome Diversity From 233 Primate Species\, Lukas F K Kuderna, Hong Gao, Mareike C Janiak, Martin Kuhlwilm, Joseph D Orkin, Thomas Bataillon, Shivakumara Manu, Alejandro Valenzuela, Juraj Bergman, Marjolaine Rousselle, Felipe Ennes Silva, Lidia Agueda, Julie Blanc, Marta Gut, Dorien De Vries, Ian Goodhead, R Alan Harris, Muthuswamy Raveendran, Axel Jensen, Idrissa S Chuma, Julie E Horvath, Christina Hvilsom, David Juan, Peter Frandsen, Joshua G Schraiber, Fabiano R De Melo, Fabrício Bertuol, Hazel Byrne, Iracilda Sampaio, Izeni Farias, João Valsecchi, Malu Messias, Maria N F Da Silva, Mihir Trivedi, Rogerio Rossi, Tomas Hrbek, Nicole Andriaholinirina, Clément J Rabarivola, Alphonse Zaramody, Clifford J Jolly, Jane Phillips-Conroy, Gregory Wilkerson, Christian Abee, Joe H Simmons, Eduardo Fernandez-Duque, Sree Kanthaswamy, Fekadu Shiferaw, Dongdong Wu, Long Zhou, Yong Shao, Guojie Zhang, Julius D Keyyu, Sascha Knauf, Minh D Le, Esther Lizano, Stefan Merker, Arcadi Navarro, Tilo Nadler, Chiea Chuen Khor, Jessica Lee, Patrick Tan, Weng Khong Lim, Andrew C Kitchener, Dietmar Zinner, Ivo Gut, Amanda D Melin, Katerina Guschanski, Mikkel Heide Schierup, Robin M D Beck, Govindhaswamy Umapathy, Christian Roos, Jean P Boubli, Jeffrey Rogers, Kyle Kai-How Farh, Tomas Marques Bonet
Faculty, Staff and Students Publications
The rich diversity of morphology and behavior displayed across primate species provides an informative context in which to study the impact of genomic diversity on fundamental biological processes. Analysis of that diversity provides insight into long-standing questions in evolutionary and conservation biology and is urgent given severe threats these species are facing. Here, we present high-coverage whole-genome data from 233 primate species representing 86% of genera and all 16 families. This dataset was used, together with fossil calibration, to create a nuclear DNA phylogeny and to reassess evolutionary divergence times among primate clades. We found within-species genetic diversity across families …
Phylogenomic Analyses Provide Insights Into Primate Evolution, Yong Shao, Long Zhou, Fang Li, Lan Zhao, Bao-Lin Zhang, Feng Shao, Jia-Wei Chen, Chun-Yan Chen, Xupeng Bi, Xiao-Lin Zhuang, Hong-Liang Zhu, Jiang Hu, Zongyi Sun, Xin Li, Depeng Wang, Iker Rivas-González, Sheng Wang, Yun-Mei Wang, Wu Chen, Gang Li, Hui-Meng Lu, Yang Liu, Lukas F K Kuderna, Kyle Kai-How Farh, Peng-Fei Fan, Li Yu, Ming Li, Zhi-Jin Liu, George P Tiley, Anne D Yoder, Christian Roos, Takashi Hayakawa, Tomas Marques-Bonet, Jeffrey Rogers, Peter D Stenson, David N Cooper, Mikkel Heide Schierup, Yong-Gang Yao, Ya-Ping Zhang, Wen Wang, Xiao-Guang Qi, Guojie Zhang, Dong-Dong Wu
Phylogenomic Analyses Provide Insights Into Primate Evolution, Yong Shao, Long Zhou, Fang Li, Lan Zhao, Bao-Lin Zhang, Feng Shao, Jia-Wei Chen, Chun-Yan Chen, Xupeng Bi, Xiao-Lin Zhuang, Hong-Liang Zhu, Jiang Hu, Zongyi Sun, Xin Li, Depeng Wang, Iker Rivas-González, Sheng Wang, Yun-Mei Wang, Wu Chen, Gang Li, Hui-Meng Lu, Yang Liu, Lukas F K Kuderna, Kyle Kai-How Farh, Peng-Fei Fan, Li Yu, Ming Li, Zhi-Jin Liu, George P Tiley, Anne D Yoder, Christian Roos, Takashi Hayakawa, Tomas Marques-Bonet, Jeffrey Rogers, Peter D Stenson, David N Cooper, Mikkel Heide Schierup, Yong-Gang Yao, Ya-Ping Zhang, Wen Wang, Xiao-Guang Qi, Guojie Zhang, Dong-Dong Wu
Faculty, Staff and Students Publications
Comparative analysis of primate genomes within a phylogenetic context is essential for understanding the evolution of human genetic architecture and primate diversity. We present such a study of 50 primate species spanning 38 genera and 14 families, including 27 genomes first reported here, with many from previously less well represented groups, the New World monkeys and the Strepsirrhini. Our analyses reveal heterogeneous rates of genomic rearrangement and gene evolution across primate lineages. Thousands of genes under positive selection in different lineages play roles in the nervous, skeletal, and digestive systems and may have contributed to primate innovations and adaptations. Our …
The Landscape Of Tolerated Genetic Variation In Humans And Primates, Hong Gao, Tobias Hamp, Jeffrey Ede, Joshua G Schraiber, Jeremy Mcrae, Moriel Singer-Berk, Yanshen Yang, Anastasia S D Dietrich, Petko P Fiziev, Lukas F K Kuderna, Laksshman Sundaram, Yibing Wu, Aashish Adhikari, Yair Field, Chen Chen, Serafim Batzoglou, Francois Aguet, Gabrielle Lemire, Rebecca Reimers, Daniel Balick, Mareike C Janiak, Martin Kuhlwilm, Joseph D Orkin, Shivakumara Manu, Alejandro Valenzuela, Juraj Bergman, Marjolaine Rousselle, Felipe Ennes Silva, Lidia Agueda, Julie Blanc, Marta Gut, Dorien De Vries, Ian Goodhead, R Alan Harris, Muthuswamy Raveendran, Axel Jensen, Idriss S Chuma, Julie E Horvath, Christina Hvilsom, David Juan, Peter Frandsen, Fabiano R De Melo, Fabrício Bertuol, Hazel Byrne, Iracilda Sampaio, Izeni Farias, João Valsecchi Do Amaral, Mariluce Messias, Maria N F Da Silva, Mihir Trivedi, Rogerio Rossi, Tomas Hrbek, Nicole Andriaholinirina, Clément J Rabarivola, Alphonse Zaramody, Clifford J Jolly, Jane Phillips-Conroy, Gregory Wilkerson, Christian Abee, Joe H Simmons, Eduardo Fernandez-Duque, Sree Kanthaswamy, Fekadu Shiferaw, Dongdong Wu, Long Zhou, Yong Shao, Guojie Zhang, Julius D Keyyu, Sascha Knauf, Minh D Le, Esther Lizano, Stefan Merker, Arcadi Navarro, Thomas Bataillon, Tilo Nadler, Chiea Chuen Khor, Jessica Lee, Patrick Tan, Weng Khong Lim, Andrew C Kitchener, Dietmar Zinner, Ivo Gut, Amanda Melin, Katerina Guschanski, Mikkel Heide Schierup, Robin M D Beck, Govindhaswamy Umapathy, Christian Roos, Jean P Boubli, Monkol Lek, Shamil Sunyaev, Anne O'Donnell-Luria, Heidi L Rehm, Jinbo Xu, Jeffrey Rogers, Tomas Marques-Bonet, Kyle Kai-How Farh
The Landscape Of Tolerated Genetic Variation In Humans And Primates, Hong Gao, Tobias Hamp, Jeffrey Ede, Joshua G Schraiber, Jeremy Mcrae, Moriel Singer-Berk, Yanshen Yang, Anastasia S D Dietrich, Petko P Fiziev, Lukas F K Kuderna, Laksshman Sundaram, Yibing Wu, Aashish Adhikari, Yair Field, Chen Chen, Serafim Batzoglou, Francois Aguet, Gabrielle Lemire, Rebecca Reimers, Daniel Balick, Mareike C Janiak, Martin Kuhlwilm, Joseph D Orkin, Shivakumara Manu, Alejandro Valenzuela, Juraj Bergman, Marjolaine Rousselle, Felipe Ennes Silva, Lidia Agueda, Julie Blanc, Marta Gut, Dorien De Vries, Ian Goodhead, R Alan Harris, Muthuswamy Raveendran, Axel Jensen, Idriss S Chuma, Julie E Horvath, Christina Hvilsom, David Juan, Peter Frandsen, Fabiano R De Melo, Fabrício Bertuol, Hazel Byrne, Iracilda Sampaio, Izeni Farias, João Valsecchi Do Amaral, Mariluce Messias, Maria N F Da Silva, Mihir Trivedi, Rogerio Rossi, Tomas Hrbek, Nicole Andriaholinirina, Clément J Rabarivola, Alphonse Zaramody, Clifford J Jolly, Jane Phillips-Conroy, Gregory Wilkerson, Christian Abee, Joe H Simmons, Eduardo Fernandez-Duque, Sree Kanthaswamy, Fekadu Shiferaw, Dongdong Wu, Long Zhou, Yong Shao, Guojie Zhang, Julius D Keyyu, Sascha Knauf, Minh D Le, Esther Lizano, Stefan Merker, Arcadi Navarro, Thomas Bataillon, Tilo Nadler, Chiea Chuen Khor, Jessica Lee, Patrick Tan, Weng Khong Lim, Andrew C Kitchener, Dietmar Zinner, Ivo Gut, Amanda Melin, Katerina Guschanski, Mikkel Heide Schierup, Robin M D Beck, Govindhaswamy Umapathy, Christian Roos, Jean P Boubli, Monkol Lek, Shamil Sunyaev, Anne O'Donnell-Luria, Heidi L Rehm, Jinbo Xu, Jeffrey Rogers, Tomas Marques-Bonet, Kyle Kai-How Farh
Faculty, Staff and Students Publications
INTRODUCTION:
Millions of people have received genome and exome sequencing to date, a collective effort that has illuminated for the first time the vast catalog of small genetic differences that distinguish us as individuals within our species. However, the effects of most of these genetic variants remain unknown, limiting their clinical utility and actionability. New approaches that can accurately discern disease-causing from benign mutations and interpret genetic variants on a genome-wide scale would constitute a meaningful initial step towards realizing the potential of personalized genomic medicine.
RATIONALE:
As a result of the short evolutionary distance between humans and nonhuman primates, …
Radiologic And Histologic Findings Of Locally Advanced Mucoepidermoid Carcinoma Managed With Total Surgical Excision, Christopher R. Huber, Don Truong, Joseph Hatem, Joel Thompson, Bryan Scott
Radiologic And Histologic Findings Of Locally Advanced Mucoepidermoid Carcinoma Managed With Total Surgical Excision, Christopher R. Huber, Don Truong, Joseph Hatem, Joel Thompson, Bryan Scott
Advances in Clinical Medical Research and Healthcare Delivery
The present case report provides images from computed tomography and histology of a patient with a salivary gland neoplasm consistent with mucoepidermoid carcinoma.
The Effects Of Synovial Fluid And Inflammatory Cells On Orthopaedic Implant Alloys, Lisa Phan
The Effects Of Synovial Fluid And Inflammatory Cells On Orthopaedic Implant Alloys, Lisa Phan
Theses and Dissertations (ETD)
Introduction. Total knee arthroplasty (TKA) is a common surgical procedure used to treat end-stage osteoarthritis. The implants used in TKA typically consist of a Cobalt Chromium Molybdenum (CoCrMo) femoral component and a Titanium Aluminum Vanadium (TiAlV) alloy baseplate. These metal alloys are chosen for their mechanical properties, corrosion resistance, high affinity for bone, and biocompatibility. However, they can be susceptible to mechanical and electrochemical wear, leading to the release of metal ions. Osteoarthritis and inflammation can alter the composition of Synovial Fluid (SF), potentially causing implant corrosion and the release of metal ions into the surrounding tissue. These metal ions …
Ethical Perspectives On Surgical Video Recording For Patients, Surgeons And Society: Systematic Review, Ross Walsh, Emma C. Kearns, Alice Moynihan, Sara Gerke, Mindy Duffourc, Marcelo Corrales Compagnucci, Timo Minssen, Ronan A. Cahill
Ethical Perspectives On Surgical Video Recording For Patients, Surgeons And Society: Systematic Review, Ross Walsh, Emma C. Kearns, Alice Moynihan, Sara Gerke, Mindy Duffourc, Marcelo Corrales Compagnucci, Timo Minssen, Ronan A. Cahill
Faculty Scholarly Works
Background
Operating-room audiovisual recording is increasingly proposed, although its ethical implications need elucidation. The aim of this systematic review was to examine the published literature on ethical aspects regarding operating-room recording.
Methods
MEDLINE (via PubMed), Embase, and Cochrane databases were systematically searched for articles describing ethical aspects regarding surgical (both intracorporeal and operating room) recording from database inception to the present (the last search was undertaken in July 2022). Medical subject headings used in the search included ‘operating room’, ‘surgery’, ‘video recording’, ‘black box’, ‘ethics’, ‘consent’, ‘confidentiality’, ‘privacy’, and more. Title, abstract, and full-text screening determined relevance. The quality of …
Deep Single-Cell Rna-Seq Data Clustering With Graph Prototypical Contrastive Learning, Junseok Lee, Sungwon Kim, Dongmin Hyun, Namkyeong Lee, Yejin Kim, Chanyoung Park
Deep Single-Cell Rna-Seq Data Clustering With Graph Prototypical Contrastive Learning, Junseok Lee, Sungwon Kim, Dongmin Hyun, Namkyeong Lee, Yejin Kim, Chanyoung Park
Faculty, Staff and Student Publications
MOTIVATION: Single-cell RNA sequencing enables researchers to study cellular heterogeneity at single-cell level. To this end, identifying cell types of cells with clustering techniques becomes an important task for downstream analysis. However, challenges of scRNA-seq data such as pervasive dropout phenomena hinder obtaining robust clustering outputs. Although existing studies try to alleviate these problems, they fall short of fully leveraging the relationship information and mainly rely on reconstruction-based losses that highly depend on the data quality, which is sometimes noisy.
RESULTS: This work proposes a graph-based prototypical contrastive learning method, named scGPCL. Specifically, scGPCL encodes the cell representations using Graph …
A Novel Integrated Approach To Predicting Cancer Immunotherapy Efficacy, Ruihan Luo, Jacqueline Chyr, Jianguo Wen, Yanfei Wang, Weiling Zhao, Xiaobo Zhou
A Novel Integrated Approach To Predicting Cancer Immunotherapy Efficacy, Ruihan Luo, Jacqueline Chyr, Jianguo Wen, Yanfei Wang, Weiling Zhao, Xiaobo Zhou
Faculty, Staff and Student Publications
Immunotherapies have revolutionized cancer treatment modalities; however, predicting clinical response accurately and reliably remains challenging. Neoantigen load is considered as a fundamental genetic determinant of therapeutic response. However, only a few predicted neoantigens are highly immunogenic, with little focus on intratumor heterogeneity (ITH) in the neoantigen landscape and its link with different features in the tumor microenvironment. To address this issue, we comprehensively characterized neoantigens arising from nonsynonymous mutations and gene fusions in lung cancer and melanoma. We developed a composite NEO2IS to characterize interplays between cancer and CD8+ T-cell populations. NEO2IS improved prediction accuracy of patient responses to immune-checkpoint …