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Articles 331 - 360 of 1127
Full-Text Articles in Neurosciences
Retinal Ganglion Cell Circuits And Glial Interactions In Humans And Mice, Kang-Chieh Huang, Mohamed Tawfik, Melanie A Samuel
Retinal Ganglion Cell Circuits And Glial Interactions In Humans And Mice, Kang-Chieh Huang, Mohamed Tawfik, Melanie A Samuel
Faculty, Staff and Students Publications
Retinal ganglion cells (RGCs) are the brain's gateway for vision, and their degeneration underlies several blinding diseases. RGCs interact with other neuronal cell types, microglia, and astrocytes in the retina and in the brain. Much knowledge has been gained about RGCs and glia from mice and other model organisms, often with the assumption that certain aspects of their biology may be conserved in humans. However, RGCs vary considerably between species, which could affect how they interact with their neuronal and glial partners. This review details which RGC and glial features are conserved between mice, humans, and primates, and which differ. …
Analysis Of Dna Methylation In Gliomas: Assessment Of Preanalytical Variables, Karol Bomsztyk, Daniel Mar, Oleg Denisenko, Suzanne Powell, Monika Vishnoi, Zheng Yin, Jennifer Delegard, Caroline Hadley, Nitin Tandon, Akash J Patel, Anoop P Patel, Richard G Ellenbogen, Rohan Ramakrishna, Robert C Rostomily
Analysis Of Dna Methylation In Gliomas: Assessment Of Preanalytical Variables, Karol Bomsztyk, Daniel Mar, Oleg Denisenko, Suzanne Powell, Monika Vishnoi, Zheng Yin, Jennifer Delegard, Caroline Hadley, Nitin Tandon, Akash J Patel, Anoop P Patel, Richard G Ellenbogen, Rohan Ramakrishna, Robert C Rostomily
Faculty, Staff and Students Publications
Precision oncology is driven by biomarkers. For glioblastoma multiforme (GBM), the most common malignant adult primary brain tumor, O6-methylguanine-DNA methyltransferase (MGMT) gene promoter methylation is an important prognostic and treatment clinical biomarker. Time consuming pre-analytical steps such as biospecimen storage, fixation, sampling, and processing are sources of data irreproducibility, and all these pre-analytical variables are confounded by intratumor heterogeneity of MGMT promoter methylation. To assess the effect of pre-analytical variables on GBM DNA methylation, tissue storage/sampling (CryoGrid), sample preparation multi-sonicator (PIXUL), and 5-methylcytosine (5mC) DNA immunoprecipitation (Matrix MeDIP-qPCR/seq) platforms were used. MGMT promoter methylation status assayed by MeDIP-qPCR was …
Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project;, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso
Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project;, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso
Faculty, Staff and Student Publications
INTRODUCTION: Alzheimer's disease (AD) is a common disorder of the elderly that is both highly heritable and genetically heterogeneous.
METHODS: We investigated the association of AD with both common variants and aggregates of rare coding and non-coding variants in 13,371 individuals of diverse ancestry with whole genome sequencing (WGS) data.
RESULTS: Pooled-population analyses of all individuals identified genetic variants at apolipoprotein E (APOE) and BIN1 associated with AD (p < 5 × 10
DISCUSSION: We observed that complementary pooled-population and subgroup-specific analyses offered unique insights into the genetic architecture of AD.
HIGHLIGHTS: We determine the association of genetic variants with Alzheimer's disease (AD) using …
Neurocognitive Functioning Of Patients With Sinonasal And Nasopharyngeal Cancers Treated With Multimodality Therapy, Dan Yaniv, Lindsay M Niccolai, Jeffrey S Wefel, Catherine M Sullaway, Jack Phan, Clifton David Fuller, Kareem B Haroun, Ehab Y Hanna, Shirley Y Su
Neurocognitive Functioning Of Patients With Sinonasal And Nasopharyngeal Cancers Treated With Multimodality Therapy, Dan Yaniv, Lindsay M Niccolai, Jeffrey S Wefel, Catherine M Sullaway, Jack Phan, Clifton David Fuller, Kareem B Haroun, Ehab Y Hanna, Shirley Y Su
Faculty, Staff and Student Publications
Importance Few recent studies have examined neurocognitive functioning (NCF) in patients with sinonasal and nasopharyngeal cancers (NPCs) prior to and following multimodality therapy or the potential differences in NCF by disease variables such as disease site.
Objective The objective of this study is to determine rates of NCF impairments prior to and following multimodality therapy, declines in NCF following radiotherapy (RT), and possible differences in NCF by the disease site.
Design, Setting, and Participants We conducted a retrospective chart review of 39 patients with sinonasal and NPCs who underwent comprehensive neuropsychological evaluations. Twenty patients were evaluated prior to RT, of …
Normative Neuroimaging Library: Designing A Comprehensive And Demographically Diverse Dataset Of Healthy Controls To Support Traumatic Brain Injury Diagnostic And Therapeutic Development, Allyson T Gage, James R Stone, Elisabeth A Wilde, Stephen R Mccauley, Robert C Welsh, John P Mugler, Nick Tustison, Brian Avants, Christopher T Whitlow, Lee Lancashire, Seema D Bhatt, Magali Haas
Normative Neuroimaging Library: Designing A Comprehensive And Demographically Diverse Dataset Of Healthy Controls To Support Traumatic Brain Injury Diagnostic And Therapeutic Development, Allyson T Gage, James R Stone, Elisabeth A Wilde, Stephen R Mccauley, Robert C Welsh, John P Mugler, Nick Tustison, Brian Avants, Christopher T Whitlow, Lee Lancashire, Seema D Bhatt, Magali Haas
Faculty, Staff and Students Publications
The past decade has seen impressive advances in neuroimaging, moving from qualitative to quantitative outputs. Available techniques now allow for the inference of microscopic changes occurring in white and gray matter, along with alterations in physiology and function. These existing and emerging techniques hold the potential of providing unprecedented capabilities in achieving a diagnosis and predicting outcomes for traumatic brain injury (TBI) and a variety of other neurological diseases. To see this promise move from the research lab into clinical care, an understanding is needed of what normal data look like for all age ranges, sex, and other demographic and …
Impact Of Prenatal Genomics On Clinical Genetics Practice, Roni Zemet, Ignatia B Van Den Veyver
Impact Of Prenatal Genomics On Clinical Genetics Practice, Roni Zemet, Ignatia B Van Den Veyver
Duncan NRI Faculty and Staff Publications
Genetic testing for prenatal diagnosis in the pre-genomic era primarily focused on detecting common fetal aneuploidies, using methods that combine maternal factors and imaging findings. The genomic era, ushered in by the emergence of new technologies like chromosomal microarray analysis and next-generation sequencing, has transformed prenatal diagnosis. These new tools enable screening and testing for a broad spectrum of genetic conditions, from chromosomal to monogenic disorders, and significantly enhance diagnostic precision and efficacy. This chapter reviews the transition from traditional karyotyping to comprehensive sequencing-based genomic analyses. We discuss both the clinical utility and the challenges of integrating prenatal exome and …
Genetics Of Cerebral Palsy: Diagnosis, Differential Diagnosis, And Beyond, Dae-Hyun Jang, Jaewon Kim, Aloysia Leisanne Schwabe, Timothy Edward Lotze
Genetics Of Cerebral Palsy: Diagnosis, Differential Diagnosis, And Beyond, Dae-Hyun Jang, Jaewon Kim, Aloysia Leisanne Schwabe, Timothy Edward Lotze
Faculty, Staff and Students Publications
Cerebral palsy (CP) is the most common motor disability in children, characterized by diverse clinical manifestations and often uncertain etiology, which has spurred increasing interest in genetic diagnostics. This review synthesizes findings from various studies to enhance understanding of CP's genetic underpinnings. The discussion is structured around five key areas: monogenic causes and copy number variants directly linked to CP, differential genetic disorders including atypical CP and mimics, ambiguous genetic influences, co-occurrence with other neurodevelopmental disorders, and polygenic risk factors. Case studies illustrate the clinical application of these genetic insights, underscoring the complexity of diagnosing CP due to the phenotypic …
A Reproducible Pipeline For Parcellation Of The Anterior Limb Of The Internal Capsule, Karianne Sretavan, Henry Braun, Zoe Liu, Daniel Bullock, Tara Palnitkar, Remi Patriat, Jayashree Chandrasekaran, Samuel Brenny, Matthew D Johnson, Alik S Widge, Noam Harel, Sarah R Heilbronner
A Reproducible Pipeline For Parcellation Of The Anterior Limb Of The Internal Capsule, Karianne Sretavan, Henry Braun, Zoe Liu, Daniel Bullock, Tara Palnitkar, Remi Patriat, Jayashree Chandrasekaran, Samuel Brenny, Matthew D Johnson, Alik S Widge, Noam Harel, Sarah R Heilbronner
Faculty, Staff and Students Publications
Background: The anterior limb of the internal capsule (ALIC) is a white matter structure that connects the prefrontal cortex (PFC) to the brainstem, thalamus, and subthalamic nucleus. It is a target for deep brain stimulation for obsessive-compulsive disorder. There is strong interest in improving deep brain stimulation targeting by using diffusion tractography to reconstruct and target specific ALIC fiber pathways, but this methodology is susceptible to errors and lacks validation. To address these limitations, we developed a novel diffusion tractography pipeline that generates reliable and biologically validated ALIC white matter reconstructions.
Methods: Following algorithm development and refinement, we analyzed 43 …
Chronic Β3-Ar Stimulation Activates Distinct Thermogenic Mechanisms In Brown And White Adipose Tissue And Improves Systemic Metabolism In Aged Mice, Duraipandy Natarajan, Bhuvana Plakkot, Kritika Tiwari, Shoba Ekambaram, Weidong Wang, Michael Rudolph, Mahmoud A Mohammad, Shaji K Chacko, Madhan Subramanian, Stefano Tarantini, Andriy Yabluchanskiy, Zoltan Ungvari, Anna Csiszar, Priya Balasubramanian
Chronic Β3-Ar Stimulation Activates Distinct Thermogenic Mechanisms In Brown And White Adipose Tissue And Improves Systemic Metabolism In Aged Mice, Duraipandy Natarajan, Bhuvana Plakkot, Kritika Tiwari, Shoba Ekambaram, Weidong Wang, Michael Rudolph, Mahmoud A Mohammad, Shaji K Chacko, Madhan Subramanian, Stefano Tarantini, Andriy Yabluchanskiy, Zoltan Ungvari, Anna Csiszar, Priya Balasubramanian
Faculty, Staff and Students Publications
Adipose thermogenesis has been actively investigated as a therapeutic target for improving metabolic dysfunction in obesity. However, its applicability to middle-aged and older populations, which bear the highest obesity prevalence in the United States (approximately 40%), remains uncertain due to age-related decline in thermogenic responses. In this study, we investigated the effects of chronic thermogenic stimulation using the β3-adrenergic (AR) agonist CL316,243 (CL) on systemic metabolism and adipose function in aged (18-month-old) C57BL/6JN mice. Sustained β3-AR treatment resulted in reduced fat mass, increased energy expenditure, increased fatty acid oxidation and mitochondrial activity in adipose depots, improved glucose homeostasis, and a …
The Brain Initiative Data-Sharing Ecosystem: Characteristics, Challenges, Benefits, And Opportunities, Sudhanvan Iyer, Kathryn Maxson Jones, Jill O Robinson, Nicole R Provenza, Dominique Duncan, Gabriel Lázaro-Muñoz, Amy L Mcguire, Sameer A Sheth, Mary A Majumder
The Brain Initiative Data-Sharing Ecosystem: Characteristics, Challenges, Benefits, And Opportunities, Sudhanvan Iyer, Kathryn Maxson Jones, Jill O Robinson, Nicole R Provenza, Dominique Duncan, Gabriel Lázaro-Muñoz, Amy L Mcguire, Sameer A Sheth, Mary A Majumder
Faculty, Staff and Students Publications
In this paper, we provide an overview and analysis of the BRAIN Initiative data-sharing ecosystem. First, we compare and contrast the characteristics of the seven BRAIN Initiative data archives germane to data sharing and reuse, namely data submission and access procedures and aspects of interoperability. Second, we discuss challenges, benefits, and future opportunities, focusing on issues largely specific to sharing human data and drawing on N = 34 interviews with diverse stakeholders. The BRAIN Initiative-funded archive ecosystem faces interoperability and data stewardship challenges, such as achieving and maintaining interoperability of data and archives and harmonizing research participants’ informed consents for …
Mechanisms Of Memory-Supporting Neuronal Dynamics In Hippocampal Area Ca3, Yiding Li, John J Briguglio, Sandro Romani, Jeffrey C Magee
Mechanisms Of Memory-Supporting Neuronal Dynamics In Hippocampal Area Ca3, Yiding Li, John J Briguglio, Sandro Romani, Jeffrey C Magee
Faculty, Staff and Students Publications
Hippocampal CA3 is central to memory formation and retrieval. Although various network mechanisms have been proposed, direct evidence is lacking. Using intracellular Vm recordings and optogenetic manipulations in behaving mice, we found that CA3 place-field activity is produced by a symmetric form of behavioral timescale synaptic plasticity (BTSP) at recurrent synapses among CA3 pyramidal neurons but not at synapses from the dentate gyrus (DG). Additional manipulations revealed that excitatory input from the entorhinal cortex (EC) but not the DG was required to update place cell activity based on the animal’s movement. These data were captured by a computational model that …
Neuroprotective Effect Of L-Dopa-Induced Interleukin-13 On Striatonigral Degeneration In Cerebral Ischemia, Eunhae Jeon, Myeong-Seong Seo, Enkhmaa Lkhagva-Yondon, Yu-Ree Lim, Seung-Woo Kim, Yu Jeong Kang, Jun Seok Lee, Byoung Dae Lee, Rayul Wi, So-Yoon Won, Young Cheul Chung, Eun S Park, Eunhee Kim, Byung Kwan Jin, Myung-Shin Jeon
Neuroprotective Effect Of L-Dopa-Induced Interleukin-13 On Striatonigral Degeneration In Cerebral Ischemia, Eunhae Jeon, Myeong-Seong Seo, Enkhmaa Lkhagva-Yondon, Yu-Ree Lim, Seung-Woo Kim, Yu Jeong Kang, Jun Seok Lee, Byoung Dae Lee, Rayul Wi, So-Yoon Won, Young Cheul Chung, Eun S Park, Eunhee Kim, Byung Kwan Jin, Myung-Shin Jeon
Faculty, Staff and Student Publications
Levodopa (L-DOPA) treatment is a clinically effective strategy for improving motor function in patients with ischemic stroke. However, the mechanisms by which modulating the dopamine system relieves the pathology of the ischemic brain remain unclear. Emerging evidence from an experimental mouse model of ischemic stroke, established by middle cerebral artery occlusion (MCAO), suggested that L-DOPA has the potential to modulate the inflammatory and immune response that occurs during a stroke. Here, we aimed to demonstrate the therapeutic effect of L-DOPA in regulating the systemic immune response and improving functional deficits in mice with ischemia. Transient MCAO led to progressive degeneration …
Firearm Access, Carriage And Use In An Ethnically Diverse Sample Of Young Adults In Texas, Usa, Yu Lu, Elizabeth Baumler, Annalyn Saludares Demello, Leila Wood, Hillary Mcguire, Jeff R Temple
Firearm Access, Carriage And Use In An Ethnically Diverse Sample Of Young Adults In Texas, Usa, Yu Lu, Elizabeth Baumler, Annalyn Saludares Demello, Leila Wood, Hillary Mcguire, Jeff R Temple
Faculty, Staff and Student Publications
Background Despite the high rates of firearm ownership and firearm-related injuries and mortalities in Southern US states, understandings on the factors contributing to these are lacking.
Methods Using wave 10 (2021) data from a longitudinal study, we examined firearm-related experiences among 636 ethnically diverse young adults (mean age=26 years; 62% female) in Texas, USA.
Results Just over half of participants had ready access to firearms, with 22.3% having carried a firearm outside of their home, 4.9% having been threatened with a firearm by a romantic partner and 4.4% by a non-romantic partner. More firearm access and carriage were reported in …
Plasmodium Berghei Liver Stage Parasites Exploit Host Gabarap Proteins For Tfeb Activation, Jacqueline Schmuckli-Maurer, Annina F Bindschedler, Rahel Wacker, Oliver M Würgler, Ruth Rehmann, Timothy Lehmberg, Leon O Murphy, Thanh N Nguyen, Michael Lazarou, Jlenia Monfregola, Andrea Ballabio, Volker T Heussler
Plasmodium Berghei Liver Stage Parasites Exploit Host Gabarap Proteins For Tfeb Activation, Jacqueline Schmuckli-Maurer, Annina F Bindschedler, Rahel Wacker, Oliver M Würgler, Ruth Rehmann, Timothy Lehmberg, Leon O Murphy, Thanh N Nguyen, Michael Lazarou, Jlenia Monfregola, Andrea Ballabio, Volker T Heussler
Duncan NRI Faculty and Staff Publications
Plasmodium, the causative agent of malaria, infects hepatocytes prior to establishing a symptomatic blood stage infection. During this liver stage development, parasites reside in a parasitophorous vacuole (PV), whose membrane acts as the critical interface between the parasite and the host cell. It is well-established that host cell autophagy-related processes significantly impact the development of Plasmodium liver stages. Expression of genes related to autophagy and lysosomal biogenesis is orchestrated by transcription factor EB (TFEB). In this study, we explored the activation of host cell TFEB in Plasmodium berghei-infected cells during the liver stage of the parasite. Our results …
The Pipeline Embolization Device For The Treatment Of Intracranial Aneurysms In Pediatric Patients With Tuberous Sclerosis Complex: Illustrative Cases, Eveline Teresa Hidalgo, Eric A Grin, Omar Tanweer, Cordelia Orillac, Jason K Chu, Peter Kan, Howard L Weiner
The Pipeline Embolization Device For The Treatment Of Intracranial Aneurysms In Pediatric Patients With Tuberous Sclerosis Complex: Illustrative Cases, Eveline Teresa Hidalgo, Eric A Grin, Omar Tanweer, Cordelia Orillac, Jason K Chu, Peter Kan, Howard L Weiner
Faculty, Staff and Students Publications
BACKGROUND: Tuberous sclerosis complex (TSC) is a neurocutaneous disorder characterized by the multisystem development of benign tumors. Patients with TSC are also at an increased risk of developing intracranial aneurysms early in life. While aneurysms have historically been treated with open surgical clipping, endovascular approaches are increasingly being used in both pediatric and adult populations.
OBSERVATIONS: In this case series, the authors report the endovascular treatment of three young patients with TSC and fusiform intracranial aneurysms using the Pipeline embolization device (PED) for flow diversion of the affected artery. In all cases, complete aneurysm occlusion was observed, with good parent …
Sample Multiplexing For Retinal Single-Cell Rna Sequencing, Justin Ma, Ting-Kuan Chu, Maria Polo-Prieto, Yong H Park, Yumei Li, Rui Chen, Graeme Mardon, Benjamin J Frankfort, Nicholas M Tran
Sample Multiplexing For Retinal Single-Cell Rna Sequencing, Justin Ma, Ting-Kuan Chu, Maria Polo-Prieto, Yong H Park, Yumei Li, Rui Chen, Graeme Mardon, Benjamin J Frankfort, Nicholas M Tran
Faculty, Staff and Students Publications
Rare cell populations can be challenging to characterize using microfluidic single-cell RNA sequencing (scRNA-seq) platforms. Typically, the population of interest must be enriched and pooled from multiple biological specimens for efficient collection. However, these practices preclude the resolution of sample origin together with phenotypic data and are problematic in experiments in which biological or technical variation is expected to be high (e.g., disease models, genetic perturbation screens, or human samples). One solution is sample multiplexing whereby each sample is tagged with a unique sequence barcode that is resolved bioinformatically. We have established a scRNA-seq sample multiplexing pipeline for mouse retinal …
Modeling Antisense Oligonucleotide Therapy In Mecp2 Duplication Syndrome Human Ipsc-Derived Neurons Reveals Gene Expression Programs Responsive To Mecp2 Levels, Sameer S Bajikar, Yehezkel Sztainberg, Alexander J Trostle, Harini P Tirumala, Ying-Wooi Wan, Caroline L Harrop, Jesse D Bengtsson, Claudia M B Carvalho, Davut Pehlivan, Bernhard Suter, Jeffrey L Neul, Zhandong Liu, Paymaan Jafar-Nejad, Frank Rigo, Huda Y Zoghbi
Modeling Antisense Oligonucleotide Therapy In Mecp2 Duplication Syndrome Human Ipsc-Derived Neurons Reveals Gene Expression Programs Responsive To Mecp2 Levels, Sameer S Bajikar, Yehezkel Sztainberg, Alexander J Trostle, Harini P Tirumala, Ying-Wooi Wan, Caroline L Harrop, Jesse D Bengtsson, Claudia M B Carvalho, Davut Pehlivan, Bernhard Suter, Jeffrey L Neul, Zhandong Liu, Paymaan Jafar-Nejad, Frank Rigo, Huda Y Zoghbi
Faculty, Staff and Students Publications
Genomic copy-number variations (CNVs) that can cause neurodevelopmental disorders often encompass many genes, which complicates our understanding of how individual genes within a CNV contribute to pathology. MECP2 duplication syndrome (MDS or MRXSL in OMIM; OMIM#300260) is one such CNV disorder caused by duplications spanning methyl CpG-binding protein 2 (MECP2) and other genes on Xq28. Using an antisense oligonucleotide (ASO) to normalize MECP2 dosage is sufficient to rescue abnormal neurological phenotypes in mouse models overexpressing MECP2 alone, implicating the importance of increased MECP2 dosage within CNVs of Xq28. However, because MDS CNVs span MECP2 and additional genes, we generated human …
The Emerging Field Of Viroimmunotherapy For Pediatric Brain Tumors, Marc Garcia-Moure, Virginia Laspidea, Sumit Gupta, Andrew G Gillard, Soumen Khatua, Akhila Parthasarathy, Jiasen He, Frederick F Lang, Juan Fueyo, Marta M Alonso, Candelaria Gomez-Manzano
The Emerging Field Of Viroimmunotherapy For Pediatric Brain Tumors, Marc Garcia-Moure, Virginia Laspidea, Sumit Gupta, Andrew G Gillard, Soumen Khatua, Akhila Parthasarathy, Jiasen He, Frederick F Lang, Juan Fueyo, Marta M Alonso, Candelaria Gomez-Manzano
Faculty, Staff and Student Publications
Pediatric brain tumors are the most common solid tumors in children. Even to date, with the advances in multimodality therapeutic management, survival outcomes remain dismal in some types of tumors, such as pediatric-type diffuse high-grade gliomas or central nervous system embryonal tumors. Failure to understand the complex molecular heterogeneity and the elusive tumor and microenvironment interplay continues to undermine therapeutic efficacy. Developing a strategy that would improve survival for these fatal tumors remains unmet in pediatric neuro-oncology. Oncolytic viruses (OVs) are emerging as a feasible, safe, and promising therapy for brain tumors. The new paradigm in virotherapy implies that the …
Nerve Injury Inhibits Oprd1 And Cnr1 Transcription Through Rest In Primary Sensory Neurons, Ashok Subedi, Asieh Etemad, Aadhya Tiwari, Yuying Huang, Biji Chatterjee, Samantha M Mcleod, Yungang Lu, Diangelo Gonzalez, Krishna Ghosh, Mario Sirito, Sanjay K Singh, Elisa Ruiz, Sandra L Grimm, Cristian Coarfa, Hui-Lin Pan, Sadhan Majumder
Nerve Injury Inhibits Oprd1 And Cnr1 Transcription Through Rest In Primary Sensory Neurons, Ashok Subedi, Asieh Etemad, Aadhya Tiwari, Yuying Huang, Biji Chatterjee, Samantha M Mcleod, Yungang Lu, Diangelo Gonzalez, Krishna Ghosh, Mario Sirito, Sanjay K Singh, Elisa Ruiz, Sandra L Grimm, Cristian Coarfa, Hui-Lin Pan, Sadhan Majumder
Faculty, Staff and Students Publications
The transcription repressor REST in the dorsal root ganglion (DRG) is upregulated by peripheral nerve injury and promotes the development of chronic pain. However, the genes targeted by REST in neuropathic pain development remain unclear. The expression levels of four opioid receptor genes (Oprm1, Oprd1, Oprl1 and Oprk1) and the cannabinoid CB1 receptor (Cnr1) gene in the DRG regulate nociception. In this study, we determined the role of REST in controlling their expression in the DRG induced by spared nerve injury (SNI). SNI induced chronic pain hypersensitivity in wild-type mice and was accompanied by increased levels of Rest transcript and …
Protein Consumption And Risk Of Cvd Among Us Adults: The Multi-Ethnic Study Of Atherosclerosis (Mesa), Ji Yun Tark, Ruosha Li, Bing Yu, Alexis C Wood, Nikhil S Padhye, Marcia C De Oliveira Otto
Protein Consumption And Risk Of Cvd Among Us Adults: The Multi-Ethnic Study Of Atherosclerosis (Mesa), Ji Yun Tark, Ruosha Li, Bing Yu, Alexis C Wood, Nikhil S Padhye, Marcia C De Oliveira Otto
Faculty, Staff and Students Publications
BACKGROUND: Although some randomized trials have reported beneficial effects of protein intake on cardiometabolic risk factors, evidence from prospective studies have not supported a strong link between protein intake and cardiovascular disease (CVD) risk. It is also unclear whether diversity in protein intake plays a role in CVD risk.
OBJECTIVE: We investigated prospective associations of (1) protein intake, overall and by food source and (2) diversity of protein sources with risk of CVD, coronary heart disease (CHD), and stroke.
METHODS: In a multi-ethnic cohort of 5879 U.S. adults (45-84 years), who were free of CVD at baseline, protein intake was …
Spinoplastic Reconstruction Using Iliac Crest Vascularized Bone Graft Following Sacral Ependymoma Resection, Edward M Reece, Nicole Van Spronsen, Calogero Velluto, Jonathan L Jeger, Christopher Fullmer, Isra Abdulwadood, Jenna Meyer, Alexander E Ropper, Sebastian Winocour, Michael A Bohl, Maziyar A Kalani
Spinoplastic Reconstruction Using Iliac Crest Vascularized Bone Graft Following Sacral Ependymoma Resection, Edward M Reece, Nicole Van Spronsen, Calogero Velluto, Jonathan L Jeger, Christopher Fullmer, Isra Abdulwadood, Jenna Meyer, Alexander E Ropper, Sebastian Winocour, Michael A Bohl, Maziyar A Kalani
Faculty, Staff and Students Publications
Sacral reconstruction post tumor resection has historically been executed with the placement of hardware or free tissue transfer. Reconstruction using a vascularized bone graft is an alternative that avoids the complications associated with hardware placement or free tissue transfer. This article describes the first documented case of spinoplastic reconstruction using an iliac crest vascularized bone graft (IC-VBG) after the resection of a sacral ependymoma. This is a case of a 17-year-old boy with a history of a sacral myxopapillary ependymoma. He presented to a local emergency department complaining of 6 months of urinary incontinence and progressive paresthesias affecting the left …
Metabolites Link Intake Of A Healthy Diet To Better Insulin And Glucose Homeostasis In The Microbiome And Insulin Longitudinal Evaluation Study (Miles), Alexis C Wood, Danielle J Lee, Patricia A Sheridan, Elizabeth T Jensen, Gautam Ramesh, Alain G Bertoni, Stephen S Rich, Yii-Der I Chen, David M Herrington, Jerome I Rotter, Mark O Goodarzi
Metabolites Link Intake Of A Healthy Diet To Better Insulin And Glucose Homeostasis In The Microbiome And Insulin Longitudinal Evaluation Study (Miles), Alexis C Wood, Danielle J Lee, Patricia A Sheridan, Elizabeth T Jensen, Gautam Ramesh, Alain G Bertoni, Stephen S Rich, Yii-Der I Chen, David M Herrington, Jerome I Rotter, Mark O Goodarzi
Faculty, Staff and Students Publications
BACKGROUND: Dietary quality has been linked to better glycemic control, but the precise molecular mechanisms giving rise to these associations are not fully understood.
OBJECTIVES: To examine the association of metabolites associated with the intake of a healthy diet with measures of insulin/glucose homeostasis.
METHODS: Using cross-sectional data from 295 United States adults, the associations between 3 diet pattern scores and metabolome-wide metabolites were estimated via linear regression models, which controlled for demographic factors and health behaviors. Subsequently, the associations between the diet-related metabolites with 6 measures of glucose/insulin homeostasis were examined in similar models. A Bonferroni correction was applied …
White Matter And Latency Of Visual Evoked Potentials During Maturation: A Miniature Pig Model Of Adolescent Development, Peter Kochunov, L Elliot Hong, Ann Summerfelt, Si Gao, P Leon Brown, Matthew Terzi, Ashley Acheson, Marty G Woldorff, Els Fieremans, Ali Abdollahzadeh, Korrapati V Sathyasaikumar, Sarah M Clark, Robert Schwarcz, Paul D Shepard, Greg I Elmer
White Matter And Latency Of Visual Evoked Potentials During Maturation: A Miniature Pig Model Of Adolescent Development, Peter Kochunov, L Elliot Hong, Ann Summerfelt, Si Gao, P Leon Brown, Matthew Terzi, Ashley Acheson, Marty G Woldorff, Els Fieremans, Ali Abdollahzadeh, Korrapati V Sathyasaikumar, Sarah M Clark, Robert Schwarcz, Paul D Shepard, Greg I Elmer
Faculty, Staff and Student Publications
Background: Continuous myelination of cerebral white matter (WM) during adolescence overlaps with the formation of higher cognitive skills and the onset of many neuropsychiatric disorders. We developed a miniature-pig model of adolescent brain development for neuroimaging and neurophysiological assessment during this critical period. Minipigs have gyroencephalic brains with a large cerebral WM compartment and a well-defined adolescence period.
Methods: Eight Sinclair™ minipigs (Sus scrofa domestica) were evaluated four times during weeks 14-28 (40, 28 and 28 days apart) of adolescence using monocular visual stimulation (1 Hz)-evoked potentials and diffusion MRI (dMRI) of WM. The latency for the pre-positive 30 ms …
Comparative Effectiveness Of Different Corticosteroid Regimens In Severe Alcohol-Associated Hepatitis, Alvi Husni Islam, Luis Antonio Díaz, Francisco Idalsoaga, Leonardo Guizzetti, Rokhsana Mortuza, Winston Dunn, Ashwani K Singal, Douglas Simonetto, Carolina Ramirez-Cadiz, Wei Zhang, Steve Qian, Joaquín Cabezas, Shiv K Sarin, Rakhi Maiwall, Prasun K Jalal, Fatima Higuera-De La Tijera, Lubomir Skladany, Natalia Bystrianska, Diego Rincon, Kristina R Chacko, Meritxell Ventura Cots, Guadalupe Garcia-Tsao, Juan G Abraldes, Patrick S Kamath, Marco Arrese, Vijay Shah, Ramon Bataller, Juan Pablo Arab
Comparative Effectiveness Of Different Corticosteroid Regimens In Severe Alcohol-Associated Hepatitis, Alvi Husni Islam, Luis Antonio Díaz, Francisco Idalsoaga, Leonardo Guizzetti, Rokhsana Mortuza, Winston Dunn, Ashwani K Singal, Douglas Simonetto, Carolina Ramirez-Cadiz, Wei Zhang, Steve Qian, Joaquín Cabezas, Shiv K Sarin, Rakhi Maiwall, Prasun K Jalal, Fatima Higuera-De La Tijera, Lubomir Skladany, Natalia Bystrianska, Diego Rincon, Kristina R Chacko, Meritxell Ventura Cots, Guadalupe Garcia-Tsao, Juan G Abraldes, Patrick S Kamath, Marco Arrese, Vijay Shah, Ramon Bataller, Juan Pablo Arab
Faculty, Staff and Students Publications
No abstract provided.
Obturator Neurectomy For The Treatment Of Adductor Spasticity: A Novel Technique And Case Series, Maximillian S Feygin, Michael Larkin, Dan Curry, Scott B Rosenfeld, Aloysia Schwabe, Nisha Gadgil
Obturator Neurectomy For The Treatment Of Adductor Spasticity: A Novel Technique And Case Series, Maximillian S Feygin, Michael Larkin, Dan Curry, Scott B Rosenfeld, Aloysia Schwabe, Nisha Gadgil
Faculty, Staff and Students Publications
Background The management of adductor spasticity and long-term sequelae for cerebral palsy (CP) patients is complex. Hip displacement is a common consequence of CP, and obturator neurectomy (ON) is a potentially underutilized procedure to address the underlying adductor spasticity. The aim of this study is to describe the operational technique of ON and highlight the potential efficacy of ON in reducing spasticity, as well as pain, hip, and functional outcomes in these patients. Methods A total of eight patients from Texas Children's Hospital who underwent ON between 2008 and 2023 were included in this case series. Results ON led to …
Pushing The Boundaries Of Rare Disease Diagnostics With The Help Of The First Undiagnosed Hackathon, Angelica Maria Delgado-Vega, Helene Cederroth, Fulya Taylan, Katja Ekholm, Marlene Ek, Håkan Thonberg, Anders Jemt, Daniel Nilsson, Jesper Eisfeldt, Kristine Bilgrav Saether, Ida Höijer, Ozlem Akgun-Dogan, Yui Asano, Tahsin Stefan Barakat, Dominyka Batkovskyte, Gareth Baynam, Olaf Bodamer, Wanna Chetruengchai, Pádraic Corcoran, Madeline Couse, Daniel Danis, German Demidov, Eisuke Dohi, Mattias Erhardsson, Luis Fernandez-Luna, Toyofumi Fujiwara, Neha Garg, Roberto Giugliani, Claudia Gonzaga-Jauregui, Giedre Grigelioniene, Tudor Groza, Cecilia Gunnarsson, Anna Hammarsjö, Charles Kumi Hammond, Özden Hatirnaz Ng, Sirisha Hesketh, Dineshani Hettiarachchi, Maria Johansson Soller, Umn Ahmed Kirmani, Martin Kjellberg, Malin Kvarnung, Oleg Kvlividze, Kristina Lagerstedt-Robinson, Paul Lasko, Timo Lassmann, Lynette Y S Lau, Steven Laurie, Weng Khong Lim, Zhandong Liu, Mariya Lysenkova Wiklander, Prince Makay, Alassane Baneye Maiga, Carolina Maya-González, M Stephen Meyn, Ramprasad Neethiraj, Vincenzo Nigro, Felix Nordgren, Jessica Nordlund, Sara Orrsjö, Jesper Ottosson, Ugur Ozbek, Özkan Özdemir, Clyde Partin, David A Pearce, Raquel Peck, Annie Pedersen, Maria Pettersson, Monnat Pongpanich, Manuel Posada De La Paz, Arun Ramani, Juan Andres Romero, Vanessa I Romero, Richard Rosenquist, Aung Min Saw, Matthew Spencer, Eva-Lena Stattin, Chalurmpon Srichomthong, Isabel Tapia-Paez, Domenica Taruscio, Julie P Taylor, Tinatin Tkemaladze, Ian Tully, Zeynep Tümer, Wendy A G Van Zelst-Stams, Alain Verloes, Emma Västerviga, Sailan Wang, Rachel Yang, Shinya Yamamoto, Vicente A Yépez, Qing Zhang, Vorasuk Shotelersuk, Samuel Agyei Wiafe, Yasemin Alanay, Lorenzo D Botto, Salman Kirmani, Aimé Lumaka, Elizabeth Emma Palmer, Ratna Dua Puri, Valtteri Wirta, Anna Lindstrand, Orion J Buske, Mikk Cederroth, Ann Nordgren
Pushing The Boundaries Of Rare Disease Diagnostics With The Help Of The First Undiagnosed Hackathon, Angelica Maria Delgado-Vega, Helene Cederroth, Fulya Taylan, Katja Ekholm, Marlene Ek, Håkan Thonberg, Anders Jemt, Daniel Nilsson, Jesper Eisfeldt, Kristine Bilgrav Saether, Ida Höijer, Ozlem Akgun-Dogan, Yui Asano, Tahsin Stefan Barakat, Dominyka Batkovskyte, Gareth Baynam, Olaf Bodamer, Wanna Chetruengchai, Pádraic Corcoran, Madeline Couse, Daniel Danis, German Demidov, Eisuke Dohi, Mattias Erhardsson, Luis Fernandez-Luna, Toyofumi Fujiwara, Neha Garg, Roberto Giugliani, Claudia Gonzaga-Jauregui, Giedre Grigelioniene, Tudor Groza, Cecilia Gunnarsson, Anna Hammarsjö, Charles Kumi Hammond, Özden Hatirnaz Ng, Sirisha Hesketh, Dineshani Hettiarachchi, Maria Johansson Soller, Umn Ahmed Kirmani, Martin Kjellberg, Malin Kvarnung, Oleg Kvlividze, Kristina Lagerstedt-Robinson, Paul Lasko, Timo Lassmann, Lynette Y S Lau, Steven Laurie, Weng Khong Lim, Zhandong Liu, Mariya Lysenkova Wiklander, Prince Makay, Alassane Baneye Maiga, Carolina Maya-González, M Stephen Meyn, Ramprasad Neethiraj, Vincenzo Nigro, Felix Nordgren, Jessica Nordlund, Sara Orrsjö, Jesper Ottosson, Ugur Ozbek, Özkan Özdemir, Clyde Partin, David A Pearce, Raquel Peck, Annie Pedersen, Maria Pettersson, Monnat Pongpanich, Manuel Posada De La Paz, Arun Ramani, Juan Andres Romero, Vanessa I Romero, Richard Rosenquist, Aung Min Saw, Matthew Spencer, Eva-Lena Stattin, Chalurmpon Srichomthong, Isabel Tapia-Paez, Domenica Taruscio, Julie P Taylor, Tinatin Tkemaladze, Ian Tully, Zeynep Tümer, Wendy A G Van Zelst-Stams, Alain Verloes, Emma Västerviga, Sailan Wang, Rachel Yang, Shinya Yamamoto, Vicente A Yépez, Qing Zhang, Vorasuk Shotelersuk, Samuel Agyei Wiafe, Yasemin Alanay, Lorenzo D Botto, Salman Kirmani, Aimé Lumaka, Elizabeth Emma Palmer, Ratna Dua Puri, Valtteri Wirta, Anna Lindstrand, Orion J Buske, Mikk Cederroth, Ann Nordgren
Duncan NRI Faculty and Staff Publications
The first-ever Undiagnosed Hackathon was a groundbreaking event held by the Wilhelm Foundation, the Karolinska Undiagnosed Disease Program, and PhenoTips in collaboration with UDNI to solve medical mysteries and advance diagnostics for undiagnosed rare diseases. Nearly 100 healthcare professionals and researchers from 28 countries participated, working intensively for 48 hours to diagnose 10 families with undiagnosed rare diseases. This innovative approach to precision diagnostics highlighted the power of international, multidisciplinary collaboration and patient partnership, yielding promising results for patients seeking answers and benefiting the entire rare diseases community.
Vagus Nerve Stimulation Recruits The Central Cholinergic System To Enhance Perceptual Learning, Kathleen A Martin, Eleni S Papadoyannis, Jennifer K Schiavo, Saba Shokat Fadaei, Habon A Issa, Soomin C Song, Sofia Orrey Valencia, Nesibe Z Temiz, Matthew J Mcginley, David A Mccormick, Robert C Froemke
Vagus Nerve Stimulation Recruits The Central Cholinergic System To Enhance Perceptual Learning, Kathleen A Martin, Eleni S Papadoyannis, Jennifer K Schiavo, Saba Shokat Fadaei, Habon A Issa, Soomin C Song, Sofia Orrey Valencia, Nesibe Z Temiz, Matthew J Mcginley, David A Mccormick, Robert C Froemke
Duncan NRI Faculty and Staff Publications
Perception can be refined by experience, up to certain limits. It is unclear whether perceptual limits are absolute or could be partially overcome via enhanced neuromodulation and/or plasticity. Recent studies suggest that peripheral nerve stimulation, specifically vagus nerve stimulation (VNS), can alter neural activity and augment experience-dependent plasticity, although little is known about central mechanisms recruited by VNS. Here we developed an auditory discrimination task for mice implanted with a VNS electrode. VNS applied during behavior gradually improved discrimination abilities beyond the level achieved by training alone. Two-photon imaging revealed VNS induced changes to auditory cortical responses and activated cortically …
Tfeb Controls Syncytiotrophoblast Formation And Hormone Production In Placenta, Marcella Cesana, Gennaro Tufano, Francesco Panariello, Nicolina Zampelli, Chiara Soldati, Margherita Mutarelli, Sandro Montefusco, Giuseppina Grieco, Lucia Vittoria Sepe, Barbara Rossi, Edoardo Nusco, Giada Rossignoli, Giorgia Panebianco, Fabrizio Merciai, Emanuela Salviati, Eduardo Maria Sommella, Pietro Campiglia, Graziano Martello, Davide Cacchiarelli, Diego Luis Medina, Andrea Ballabio
Tfeb Controls Syncytiotrophoblast Formation And Hormone Production In Placenta, Marcella Cesana, Gennaro Tufano, Francesco Panariello, Nicolina Zampelli, Chiara Soldati, Margherita Mutarelli, Sandro Montefusco, Giuseppina Grieco, Lucia Vittoria Sepe, Barbara Rossi, Edoardo Nusco, Giada Rossignoli, Giorgia Panebianco, Fabrizio Merciai, Emanuela Salviati, Eduardo Maria Sommella, Pietro Campiglia, Graziano Martello, Davide Cacchiarelli, Diego Luis Medina, Andrea Ballabio
Duncan NRI Faculty and Staff Publications
TFEB, a bHLH-leucine zipper transcription factor belonging to the MiT/TFE family, globally modulates cell metabolism by regulating autophagy and lysosomal functions. Remarkably, loss of TFEB in mice causes embryonic lethality due to severe defects in placentation associated with aberrant vascularization and resulting hypoxia. However, the molecular mechanism underlying this phenotype has remained elusive. By integrating in vivo analyses with multi-omics approaches and functional assays, we have uncovered an unprecedented function for TFEB in promoting the formation of a functional syncytiotrophoblast in the placenta. Our findings demonstrate that constitutive loss of TFEB in knock-out mice is associated with defective formation of …
Antiseizure Medication-Induced Hypersensitivity Reactions: Data From A Large Healthcare System, Benjamin Cadle, Feride Un Candan, Zulfi Haneef, Christopher Ryan Barton, Dylan Brock, Irfan Ali, Jaime Shoup, Cemal Karakas
Antiseizure Medication-Induced Hypersensitivity Reactions: Data From A Large Healthcare System, Benjamin Cadle, Feride Un Candan, Zulfi Haneef, Christopher Ryan Barton, Dylan Brock, Irfan Ali, Jaime Shoup, Cemal Karakas
Faculty, Staff and Students Publications
Background and objectives: Data on hypersensitivity reactions (HR) to individual anti-seizure medications (ASMs), and reactions to additional ASMs, is often limited by sample size. This data is vital in helping clinicians identify initial and subsequent ASMs to use in treating persons with epilepsy (PWE). Using a very large dataset, our study attempts to quantify the occurrence of HR across 31 different ASMs. We also attempt to investigate whether certain pairs of ASMs are associated with a higher frequency of HR.
Methods: The Slicer-Dicer tool in the Epic electronic medical records system was used to analyze patients seen between 2012 and …
An Artificial Intelligence-Generated Model Predicts 90-Day Survival In Alcohol-Associated Hepatitis: A Global Cohort Study, Winston Dunn, Yanming Li, Ashwani K Singal, Douglas A Simonetto, Luis A Díaz, Francisco Idalsoaga, Gustavo Ayares, Jorge Arnold, María Ayala-Valverde, Diego Perez, Jaime Gomez, Rodrigo Escarate, Eduardo Fuentes-López, Carolina Ramirez-Cadiz, Dalia Morales-Arraez, Wei Zhang, Steve Qian, Joseph C Ahn, Seth Buryska, Heer Mehta, Nicholas Dunn, Muhammad Waleed, Horia Stefanescu, Andreea Bumbu, Adelina Horhat, Bashar Attar, Rohit Agrawal, Joaquín Cabezas, Victor Echavaría, Berta Cuyàs, Maria Poca, German Soriano, Shiv K Sarin, Rakhi Maiwall, Prasun K Jalal, Fátima Higuera-De-La-Tijera, Anand V Kulkarni, P Nagaraja Rao, Patricia Guerra-Salazar, Lubomir Skladaný, Natália Kubánek, Veronica Prado, Ana Clemente-Sanchez, Diego Rincon, Tehseen Haider, Kristina R Chacko, Gustavo A Romero, Florencia D Pollarsky, Juan C Restrepo, Luis G Toro, Pamela Yaquich, Manuel Mendizabal, Maria L Garrido, Sebastián Marciano, Melisa Dirchwolf, Victor Vargas, César Jiménez, David Hudson, Guadalupe García-Tsao, Guillermo Ortiz, Juan G Abraldes, Patrick S Kamath, Marco Arrese, Vijay H Shah, Ramon Bataller, Juan Pablo Arab
An Artificial Intelligence-Generated Model Predicts 90-Day Survival In Alcohol-Associated Hepatitis: A Global Cohort Study, Winston Dunn, Yanming Li, Ashwani K Singal, Douglas A Simonetto, Luis A Díaz, Francisco Idalsoaga, Gustavo Ayares, Jorge Arnold, María Ayala-Valverde, Diego Perez, Jaime Gomez, Rodrigo Escarate, Eduardo Fuentes-López, Carolina Ramirez-Cadiz, Dalia Morales-Arraez, Wei Zhang, Steve Qian, Joseph C Ahn, Seth Buryska, Heer Mehta, Nicholas Dunn, Muhammad Waleed, Horia Stefanescu, Andreea Bumbu, Adelina Horhat, Bashar Attar, Rohit Agrawal, Joaquín Cabezas, Victor Echavaría, Berta Cuyàs, Maria Poca, German Soriano, Shiv K Sarin, Rakhi Maiwall, Prasun K Jalal, Fátima Higuera-De-La-Tijera, Anand V Kulkarni, P Nagaraja Rao, Patricia Guerra-Salazar, Lubomir Skladaný, Natália Kubánek, Veronica Prado, Ana Clemente-Sanchez, Diego Rincon, Tehseen Haider, Kristina R Chacko, Gustavo A Romero, Florencia D Pollarsky, Juan C Restrepo, Luis G Toro, Pamela Yaquich, Manuel Mendizabal, Maria L Garrido, Sebastián Marciano, Melisa Dirchwolf, Victor Vargas, César Jiménez, David Hudson, Guadalupe García-Tsao, Guillermo Ortiz, Juan G Abraldes, Patrick S Kamath, Marco Arrese, Vijay H Shah, Ramon Bataller, Juan Pablo Arab
Faculty, Staff and Students Publications
Background and aims: Alcohol-associated hepatitis (AH) poses significant short-term mortality. Existing prognostic models lack precision for 90-day mortality. Utilizing artificial intelligence in a global cohort, we sought to derive and validate an enhanced prognostic model.
Approach and results: The Global AlcHep initiative, a retrospective study across 23 centers in 12 countries, enrolled patients with AH per National Institute for Alcohol Abuse and Alcoholism criteria. Centers were partitioned into derivation (11 centers, 860 patients) and validation cohorts (12 centers, 859 patients). Focusing on 30 and 90-day postadmission mortality, 3 artificial intelligence algorithms (Random Forest, Gradient Boosting Machines, and eXtreme Gradient Boosting) …