Structural Insights Into The Molecular Mechanism Of High-Level Ceftazidime-Avibactam Resistance Conferred By Cmy-185,
2024
The Texas Medical Center Library
Structural Insights Into The Molecular Mechanism Of High-Level Ceftazidime-Avibactam Resistance Conferred By Cmy-185, Akito Kawai, William C Shropshire, Masahiro Suzuki, Jovan Borjan, Samuel L Aitken, William C Bachman, Christi L Mcelheny, Micah M Bhatti, Ryan K Shields, Samuel A Shelburne, Yohei Doi
Faculty, Staff and Student Publications
β-Lactamases can accumulate stepwise mutations that increase their resistance profiles to the latest β-lactam agents. CMY-185 is a CMY-2-like β-lactamase and was identified in an Escherichia coli clinical strain isolated from a patient who underwent treatment with ceftazidime-avibactam. CMY-185, possessing four amino acid substitutions of A114E, Q120K, V211S, and N346Y relative to CMY-2, confers high-level ceftazidime-avibactam resistance, and accumulation of the substitutions incrementally enhances the level of resistance to this agent. However, the functional role of each substitution and their interplay in enabling ceftazidime-avibactam resistance remains unknown. Through biochemical and structural analysis, we present the molecular basis for the enhanced …
Matrin3 Mediates Differentiation Through Stabilizing Chromatin Loop-Domain Interactions And Yy1 Mediated Enhancer-Promoter Interactions,
2024
The Texas Medical Center Library
Matrin3 Mediates Differentiation Through Stabilizing Chromatin Loop-Domain Interactions And Yy1 Mediated Enhancer-Promoter Interactions, Tianxin Liu, Qian Zhu, Yan Kai, Trevor Bingham, Stacy Wang, Hye Ji Cha, Stuti Mehta, Thorsten M Schlaeger, Guo-Cheng Yuan, Stuart H Orkin
Faculty, Staff and Students Publications
Although emerging evidence indicates that alterations in proteins within nuclear compartments elicit changes in chromosomal architecture and differentiation, the underlying mechanisms are not well understood. Here we investigate the direct role of the abundant nuclear complex protein Matrin3 (Matr3) in chromatin architecture and development in the context of myogenesis. Using an acute targeted protein degradation platform (dTAG-Matr3), we reveal the dynamics of development-related chromatin reorganization. High-throughput chromosome conformation capture (Hi-C) experiments revealed substantial chromatin loop rearrangements soon after Matr3 depletion. Notably, YY1 binding was detected, accompanied by the emergence of novel YY1-mediated enhancer-promoter loops, which occurred concurrently with changes in …
Addressing A Pre-Clinical Pipeline Gap: Development Of The Pediatric Acute Myeloid Leukemia Patient-Derived Xenograft Program At Texas Children's Hospital At Baylor College Of Medicine,
2024
The Texas Medical Center Library
Addressing A Pre-Clinical Pipeline Gap: Development Of The Pediatric Acute Myeloid Leukemia Patient-Derived Xenograft Program At Texas Children's Hospital At Baylor College Of Medicine, Alexandra M Stevens, Maci Terrell, Raushan Rashid, Kevin E Fisher, Andrea N Marcogliese, Amos Gaikwad, Pulivarthi Rao, Chelsea Vrana, Michael Krueger, Michael Loken, Andrew J Menssen, Jacqueline A Cook, Noah Keogh, Michelle Alozie, Hailey Oviedo, Alan K Gonzalez, Tamilini Ilangovan, Julia Kim, Sohani Sandhu, Michele S Redell
Faculty, Staff and Students Publications
The survival rate of pediatric acute myeloid leukemia (pAML) is currently around 60%. While survival has slowly increased over the past few decades, the development of novel agents likely to further improve survival for this heterogeneous patient population has been limited by gaps in the pAML pre-clinical pipeline. One of the major hurdles in evaluating new agents for pAML is the lack of pAML patient-derived xenograft (PDX) models. Unlike solid tumors and other types of leukemias, AML is notoriously hard to establish in mouse models, likely due in part to the need for specific human microenvironment elements. Our laboratory at …
Transcription Factor Bach1 In Cancer: Roles, Mechanisms, And Prospects For Targeted Therapy,
2024
The Texas Medical Center Library
Transcription Factor Bach1 In Cancer: Roles, Mechanisms, And Prospects For Targeted Therapy, Dian Hu, Zerui Zhang, Xiangyuan Luo, Siwen Li, Junqing Jiang, Jiaqian Zhang, Zhangfan Wu, Yijun Wang, Mengyu Sun, Xiaoping Chen, Bixiang Zhang, Xiao Xu, Shuai Wang, Shengjun Xu, Yufei Wang, Wenjie Huang, Limin Xia
Faculty, Staff and Student Publications
Transcription factor BTB domain and CNC homology 1 (BACH1) belongs to the Cap 'n' Collar and basic region Leucine Zipper (CNC-bZIP) family. BACH1 is widely expressed in mammalian tissues, where it regulates epigenetic modifications, heme homeostasis, and oxidative stress. Additionally, it is involved in immune system development. More importantly, BACH1 is highly expressed in and plays a key role in numerous malignant tumors, affecting cellular metabolism, tumor invasion and metastasis, proliferation, different cell death pathways, drug resistance, and the tumor microenvironment. However, few articles systematically summarized the roles of BACH1 in cancer. This review aims to highlight the research status …
Unraveling The Genetic Architecture Of Congenital Vertebral Malformation With Reference To The Developing Spine,
2024
The Texas Medical Center Library
Unraveling The Genetic Architecture Of Congenital Vertebral Malformation With Reference To The Developing Spine, Sen Zhao, Hengqiang Zhao, Lina Zhao, Xi Cheng, Zhifa Zheng, Mengfan Wu, Wen Wen, Shengru Wang, Zixiang Zhou, Haibo Xie, Dengfeng Ruan, Qing Li, Xinquan Liu, Chengzhu Ou, Guozhuang Li, Zhengye Zhao, Guilin Chen, Yuchen Niu, Xiangjie Yin, Yuhong Hu, Xiaochen Zhang, Deciphering Disorders Involving Scoliosis And Comorbidities (Disco) Study, Pengfei Liu, Guixing Qiu, Wanlu Liu, Chengtian Zhao, Zhihong Wu, Jianguo Zhang, Nan Wu
Faculty, Staff and Students Publications
Congenital vertebral malformation, affecting 0.13-0.50 per 1000 live births, has an immense locus heterogeneity and complex genetic architecture. In this study, we analyze exome/genome sequencing data from 873 probands with congenital vertebral malformation and 3794 control individuals. Clinical interpretation identifies Mendelian etiologies in 12.0% of the probands and reveals a muscle-related disease mechanism. Gene-based burden test of ultra-rare variants identifies risk genes with large effect sizes (ITPR2, TBX6, TPO, H6PD, and SEC24B). To further investigate the biological relevance of the genetic association signals, we perform single-nucleus RNAseq on human embryonic spines. The burden test signals are enriched in the notochord …
Clinical Presentation, Classification, And Outcomes Of Cardiogenic Shock In Children,
2024
The Texas Medical Center Library
Clinical Presentation, Classification, And Outcomes Of Cardiogenic Shock In Children, Kriti Puri, Jacob C Jentzer, Joseph A Spinner, Kyle D Hope, Iki Adachi, Sebastian C Tume, Hari P Tunuguntla, Swati Choudhry, Antonio G Cabrera, Jack F Price
Faculty, Staff and Students Publications
Background: Despite growing cardiogenic shock (CS) research in adults, the epidemiology, clinical features, and outcomes of children with CS are lacking.
Objectives: This study sought to describe the epidemiology, clinical presentation, hospital course, risk factors, and outcomes of CS among children hospitalized for acute decompensated heart failure (ADHF).
Methods: We examined consecutive ADHF hospitalizations (< 21 years of age) from a large single-center retrospective cohort. Patients with CS at presentation were analyzed and risk factors for CS and for the primary outcome of in-hospital mortality were identified. A modified Society for Cardiovascular Angiography and Interventions shock classification was created and patients were staged accordingly.
Results: A total of 803 hospitalizations for ADHF were identified in 591 unique patients (median age 7.6 years). CS occurred in 207 (26%) hospitalizations. ADHF hospitalizations with CS were characterized by worse systolic function (P = 0.040), higher B-type natriuretic peptide concentration (P = 0.032), …
Impact Of Individual Level Uncertainty Of Lung Cancer Polygenic Risk Score (Prs) On Risk Stratification,
2024
The Texas Medical Center Library
Impact Of Individual Level Uncertainty Of Lung Cancer Polygenic Risk Score (Prs) On Risk Stratification, Xinan Wang, Ziwei Zhang, Yi Ding, Tony Chen, Lorelei Mucci, Demetrios Albanes, Maria Teresa Landi, Neil E Caporaso, Stephen Lam, Adonina Tardon, Chu Chen, Stig E Bojesen, Mattias Johansson, Angela Risch, Heike Bickeböller, H-Erich Wichmann, Gadi Rennert, Susanne Arnold, Paul Brennan, James D Mckay, John K Field, Sanjay S Shete, Loic Le Marchand, Geoffrey Liu, Angeline S Andrew, Lambertus A Kiemeney, Shan Zienolddiny-Narui, Annelie Behndig, Mikael Johansson, Angie Cox, Philip Lazarus, Matthew B Schabath, Melinda C Aldrich, Rayjean J Hung, Christopher I Amos, Xihong Lin, David C Christiani
Faculty, Staff and Student Publications
BACKGROUND: Although polygenic risk score (PRS) has emerged as a promising tool for predicting cancer risk from genome-wide association studies (GWAS), the individual-level accuracy of lung cancer PRS and the extent to which its impact on subsequent clinical applications remains largely unexplored.
METHODS: Lung cancer PRSs and confidence/credible interval (CI) were constructed using two statistical approaches for each individual: (1) the weighted sum of 16 GWAS-derived significant SNP loci and the CI through the bootstrapping method (PRS-16-CV) and (2) LDpred2 and the CI through posteriors sampling (PRS-Bayes), among 17,166 lung cancer cases and 12,894 controls with European ancestry from the …
The Novel Phosphatase Nudt5 Is A Critical Regulator Of Triple-Negative Breast Cancer Growth,
2024
The Texas Medical Center Library
The Novel Phosphatase Nudt5 Is A Critical Regulator Of Triple-Negative Breast Cancer Growth, Jing Qian, Yanxia Ma, William M Tahaney, Cassandra L Moyer, Amanda Lanier, Jamal Hill, Darian Coleman, Negar Koupaei, Susan G Hilsenbeck, Michelle I Savage, Brent D G Page, Abhijit Mazumdar, Powel H Brown
Faculty, Staff and Student Publications
BACKGROUND: The most aggressive form of breast cancer is triple-negative breast cancer (TNBC), which lacks expression of the estrogen receptor (ER) and progesterone receptor (PR), and does not have overexpression of the human epidermal growth factor receptor 2 (HER2). Treatment options for women with TNBC tumors are limited, unlike those with ER-positive tumors that can be treated with hormone therapy, or those with HER2-positive tumors that can be treated with anti-HER2 therapy. Therefore, we have sought to identify novel targeted therapies for TNBC. In this study, we investigated the potential of a novel phosphatase, NUDT5, as a potential therapeutic target …
Identification Of New Egfr Inhibitors By Structure-Based Virtual Screening And Biological Evaluation,
2024
The Texas Medical Center Library
Identification Of New Egfr Inhibitors By Structure-Based Virtual Screening And Biological Evaluation, Shuyi Wang, Xiaotian Xu, Chuxin Pan, Qian Guo, Qinlan Li, Shanhe Wan, Zhonghuang Li, Jiajie Zhang, Xiaoyun Wu
Faculty, Staff and Student Publications
Epidermal growth factor receptor (EGFR) inhibitors have been used in clinical for the treatment of non-small-cell lung cancer for years. However, the emergence of drug resistance continues to be a major problem. To identify potential inhibitors, molecular docking-based virtual screening was conducted on ChemDiv and Enamine commercial databases using the Glide program. After multi-step VS and visual inspection, a total of 23 compounds with novel and varied structures were selected, and the predicted ADMET properties were within the satisfactory range. Further molecular dynamics simulations revealed that the reprehensive compound ZINC49691377 formed a stable complex with the allosteric pocket of EGFR …
Delayed Presentation Of Food Protein-Induced Enterocolitis Syndrome (Fpies) To Okra In A Toddler,
2024
The Texas Medical Center Library
Delayed Presentation Of Food Protein-Induced Enterocolitis Syndrome (Fpies) To Okra In A Toddler, Hunter Hall, Sara Anvari, Fallon Schultz, Olubukola Ojuola, Nicholas L Rider
Faculty, Staff and Students Publications
BACKGROUND: Food protein-induced enterocolitis syndrome (FPIES) is a non-immunoglobulin E (IgE) -mediated food allergy predominantly observed in infants and characterized by the delayed onset of vomiting following ingestion of a trigger food. An increase in research and clinical consideration of FPIES has led to the discovery of unique deviations from the standard FPIES triggers and presentations.
CASE PRESENTATION: A 34-month-old female patient with a history of consuming okra daily presented to medical attention after developing classic FPIES symptoms to okra beginning at 14-months of age.
CONCLUSIONS: Recently, awareness about the varied nature of FPIES clinical presentation has come to light. …
Methamphetamine-Induced Dna Double-Stranded Breaks: The Impact Of The Dopamine Transporter And Insights Into The Mechanisms Of Dna Damage In Mouse Neuro 2a Cells,
2024
CUNY Graduate Center
Methamphetamine-Induced Dna Double-Stranded Breaks: The Impact Of The Dopamine Transporter And Insights Into The Mechanisms Of Dna Damage In Mouse Neuro 2a Cells, Lizette Couto
Dissertations, Theses, and Capstone Projects
Methamphetamine (METH) abuse remains a global health concern, with emerging evidence highlighting its genotoxic potential. In the central nervous system METH enters dopaminergic cells primarily through the dopamine transporter (DAT), which controls the dynamics of dopamine (DA) neurotransmission by driving the reuptake of extracellular DA into the presynaptic neuronal cell. Additional effects of METH on the storage of DA in synaptic vesicles lead to the dysregulated cytosolic accumulation of DA. Previous studies have shown that after METH disrupts intracellular vesicular stores of DA, the excess DA in the cytosol is rapidly oxidized. This generates an abundance of reactive oxygen species …
Txnrd1 Drives The Innate Immune Response In Senescent Cells With Implications For Age-Associated Inflammation,
2024
The Texas Medical Center Library
Txnrd1 Drives The Innate Immune Response In Senescent Cells With Implications For Age-Associated Inflammation, Xue Hao, Bo Zhao, Martina Towers, Liping Liao, Edgar Luzete Monteiro, Xin Xu, Christina Freeman, Hongzhuang Peng, Hsin-Yao Tang, Aaron Havas, Andrew V Kossenkov, Shelley L Berger, Peter D Adams, David W Speicher, David Schultz, Ronen Marmorstein, Kenneth S Zaret, Rugang Zhang
Faculty, Staff and Student Publications
Sterile inflammation, also known as 'inflammaging', is a hallmark of tissue aging. Cellular senescence contributes to tissue aging, in part, through the secretion of proinflammatory factors collectively known as the senescence-associated secretory phenotype (SASP). The genetic variability of thioredoxin reductase 1 (TXNRD1) is associated with aging and age-associated phenotypes such as late-life survival, activity of daily living and physical performance in old age. TXNRD1's role in regulating tissue aging has been attributed to its enzymatic role in cellular redox regulation. Here, we show that TXNRD1 drives the SASP and inflammaging through the cyclic GMP-AMP synthase (cGAS)-stimulator of interferon genes (STING) …
Sirt1 Safeguards Adipogenic Differentiation By Orchestrating Anti-Oxidative Responses And Suppressing Cellular Senescence,
2024
The Texas Medical Center Library
Sirt1 Safeguards Adipogenic Differentiation By Orchestrating Anti-Oxidative Responses And Suppressing Cellular Senescence, An Yu, Ruofan Yu, Haiying Liu, Chenliang Ge, Weiwei Dang
Faculty, Staff and Students Publications
Adipose tissue is an important endocrine organ that regulates metabolism, immune response and aging in mammals. Healthy adipocytes promote tissue homeostasis and longevity. SIRT1, a conserved NAD+-dependent deacetylase, negatively regulates adipogenic differentiation by deacetylating and inhibiting PPAR-γ. However, knocking out SIRT1 in mesenchymal stem cells (MSCs) in mice not only causes defects in osteogenesis, but also results in the loss of adipose tissues, suggesting that SIRT1 is also important for adipogenic differentiation.
Here, we report that severe impairment of SIRT1 function in MSCs caused significant defects and cellular senescence during adipogenic differentiation. These were observed only when inhibiting …
Nonchromosomal Birth Defects And Risk Of Childhood Acute Leukemia: An Assessment In 15 000 Leukemia Cases And 46 000 Controls From The Childhood Cancer And Leukemia International Consortium,
2024
The Texas Medical Center Library
Nonchromosomal Birth Defects And Risk Of Childhood Acute Leukemia: An Assessment In 15 000 Leukemia Cases And 46 000 Controls From The Childhood Cancer And Leukemia International Consortium, Philip J Lupo, Tiffany M Chambers, Beth A Mueller, Jacqueline Clavel, John D Dockerty, David R Doody, Friederike Erdmann, Sameera Ezzat, Tommaso Filippini, Johnni Hansen, Julia E Heck, Claire Infante-Rivard, Alice Y Kang, Corrado Magnani, Carlotta Malagoli, Erin L Marcotte, Catherine Metayer, Helen D Bailey, Ana M Mora, Evangelia Ntzani, Eleni Th Petridou, Maria S Pombo-De-Oliveira, Wafaa M Rashed, Eve Roman, Joachim Schüz, Catharina Wesseling, Logan G Spector, Michael E Scheurer
Faculty, Staff and Students Publications
Although recent studies have demonstrated associations between nonchromosomal birth defects and several pediatric cancers, less is known about their role on childhood leukemia susceptibility. Using data from the Childhood Cancer and Leukemia International Consortium, we evaluated associations between nonchromosomal birth defects and childhood leukemia. Pooling consortium data from 18 questionnaire-based and three registry-based case-control studies across 13 countries, we used multivariable logistic regression models to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for the association between a spectrum of birth defects and leukemia. Our analyses included acute lymphoblastic leukemia (ALL, n = 13 115) and acute myeloid leukemia …
Genome-Wide P63-Target Gene Analyses Reveal Tap63/Nrf2-Dependent Oxidative Stress Responses,
2024
The Texas Medical Center Library
Genome-Wide P63-Target Gene Analyses Reveal Tap63/Nrf2-Dependent Oxidative Stress Responses, Marco Napoli, Avani A Deshpande, Deepavali Chakravarti, Kimal Rajapakshe, Preethi H Gunaratne, Cristian Coarfa, Elsa R Flores
Faculty, Staff and Students Publications
The p53 family member TP63 encodes two sets of N-terminal isoforms, TAp63 and ΔNp63 isoforms. They each regulate diverse biological functions in epidermal morphogenesis and in cancer. In the skin, where their activities have been extensively characterized, TAp63 prevents premature aging by regulating the quiescence and genomic stability of stem cells required for wound healing and hair regeneration, while ΔNp63 controls maintenance and terminal differentiation of epidermal basal cells. This functional diversity is surprising given that these isoforms share a high degree of similarity, including an identical sequence for a DNA-binding domain. To understand the mechanisms of the transcriptional programs …
The Curious Case Of A Painful Leg Ulcer,
2024
The Texas Medical Center Library
The Curious Case Of A Painful Leg Ulcer, Jay R Patel, Rubi Montejano, Christina Hopkins, Hanna Siatecka, Theodore Rosen
Faculty, Staff and Students Publications
Sickle cell disease is a condition that can involve numerous organ systems secondary to vascular occlusion. Herein, we present a case of a 21-year-old male with sickle cell disease requiring long-term hydroxyurea therapy. Upon migrating to the United States from Yemen, the patient developed a rapidly progressive, exquisitely painful ulcer on his right lower extremity. Given his country of origin, a broad differential, including select infectious diseases, was essential. Moreover, establishing the unequivocally correct diagnosis was crucial to determine proper and safe therapy. Ultimately, a lesional biopsy demonstrated numerous sickled red blood cells occluding blood vessels, leading to the diagnosis …
The Ddhd2-Stxbp1 Interaction Mediates Long-Term Memory Via Generation Of Saturated Free Fatty Acids,
2024
The Texas Medical Center Library
The Ddhd2-Stxbp1 Interaction Mediates Long-Term Memory Via Generation Of Saturated Free Fatty Acids, Isaac O Akefe, Saber H Saber, Benjamin Matthews, Bharat G Venkatesh, Rachel S Gormal, Daniel G Blackmore, Suzy Alexander, Emma Sieriecki, Yann Gambin, Jesus Bertran-Gonzalez, Nicolas Vitale, Yann Humeau, Arnaud Gaudin, Sevannah A Ellis, Alysee A Michaels, Mingshan Xue, Benjamin Cravatt, Merja Joensuu, Tristan P Wallis, Frédéric A Meunier
Faculty, Staff and Students Publications
The phospholipid and free fatty acid (FFA) composition of neuronal membranes plays a crucial role in learning and memory, but the mechanisms through which neuronal activity affects the brain's lipid landscape remain largely unexplored. The levels of saturated FFAs, particularly of myristic acid (C14:0), strongly increase during neuronal stimulation and memory acquisition, suggesting the involvement of phospholipase A1 (PLA1) activity in synaptic plasticity. Here, we show that genetic ablation of the PLA1 isoform DDHD2 in mice dramatically reduces saturated FFA responses to memory acquisition across the brain. Furthermore, DDHD2 loss also decreases memory performance in reward-based learning and spatial memory …
Long-Term Non-Progression And Risk Factors For Disease Progression Among Children Living With Hiv In Botswana And Uganda: A Retrospective Cohort Study,
2024
The Texas Medical Center Library
Long-Term Non-Progression And Risk Factors For Disease Progression Among Children Living With Hiv In Botswana And Uganda: A Retrospective Cohort Study, Samuel Kyobe, Grace Kisitu, Savannah Mwesigwa, John Farirai, Eric Katagirya, Gaone Retshabile, Lesedi Williams, Angela Mirembe, Lesego Ketumile, Misaki Wayengera, John Mukisa, Gaseene Sebetso, Thabo Diphoko, Marion Amujal, Edgar Kigozi, Fred Katabazi, Ronald Oceng, Busisiwe Mlotshwa, Koketso Morapedi, Betty Nsangi, Edward Wampande, Masego Tsimako, Chester Brown, Ishmael Kasvosve, Moses Joloba, Gabriel Anabwani, Sununguko Mpoloka, Graeme Mardon, Adeodata Kekitiinwa, Neil A Hanchard, Jacqueline Kyosiimire-Lugemwa, Mogomotsi Matshaba, Dithan Kiragga
Faculty, Staff and Students Publications
OBJECTIVES: We utilize a large retrospective study cohort derived from electronic medical records to estimate the prevalence of long-term non-progression (LTNP) and determine the factors associated with progression among children infected with HIV in Botswana and Uganda.
METHODS: Electronic medical records from large tertiary HIV clinical centers in Botswana and Uganda were queried to identify LTNP children 0-18 years enrolled between June 2003 and May 2014 and extract demographic and nutritional parameters. Multivariate subdistribution hazard analyses were used to examine demographic factors and nutritional status in progression in the pre-antiretroviral therapy era.
RESULTS: Between the two countries, 14,246 antiretroviral therapy-naïve …
A Zika Virus Protein Expression Screen In Drosophila To Investigate Targeted Host Pathways During Development,
2024
The Texas Medical Center Library
A Zika Virus Protein Expression Screen In Drosophila To Investigate Targeted Host Pathways During Development, Nichole Link, J Michael Harnish, Brooke Hull, Shelley Gibson, Miranda Dietze, Uchechukwu E Mgbike, Silvia Medina-Balcazar, Priya S Shah, Shinya Yamamoto
Faculty, Staff and Students Publications
In the past decade, Zika virus (ZIKV) emerged as a global public health concern. Although adult infections are typically mild, maternal infection can lead to adverse fetal outcomes. Understanding how ZIKV proteins disrupt development can provide insights into the molecular mechanisms of disease caused by this virus, which includes microcephaly. In this study, we generated a toolkit to ectopically express ZIKV proteins in vivo in Drosophila melanogaster in a tissue-specific manner using the GAL4/UAS system. We used this toolkit to identify phenotypes and potential host pathways targeted by the virus. Our work identified that expression of most ZIKV proteins caused …
Deep Learning Prediction Boosts Phosphoproteomics-Based Discoveries Through Improved Phosphopeptide Identification,
2024
The Texas Medical Center Library
Deep Learning Prediction Boosts Phosphoproteomics-Based Discoveries Through Improved Phosphopeptide Identification, Xinpei Yi, Bo Wen, Shuyi Ji, Alexander B Saltzman, Eric J Jaehnig, Jonathan T Lei, Qiang Gao, Bing Zhang
Faculty, Staff and Students Publications
Shotgun phosphoproteomics enables high-throughput analysis of phosphopeptides in biological samples. One of the primary challenges associated with this technology is the relatively low rate of phosphopeptide identification during data analysis. This limitation hampers the full realization of the potential offered by shotgun phosphoproteomics. Here we present DeepRescore2, a computational workflow that leverages deep learning-based retention time and fragment ion intensity predictions to improve phosphopeptide identification and phosphosite localization. Using a state-of-the-art computational workflow as a benchmark, DeepRescore2 increases the number of correctly identified peptide-spectrum matches by 17% in a synthetic dataset and identifies 19% to 46% more phosphopeptides in biological …
