Genetics and Genomics Commons^™

Idppub: Illuminating The Dark Phosphoproteome Through Pubmed Mining, Sara R Savage, Yaoyun Zhang, Eric J Jaehnig, Yuxing Liao, Zhiao Shi, Huy Anh Pham, Hua Xu, Bing Zhang

Faculty, Staff and Students Publications

Global phosphoproteomics experiments quantify tens of thousands of phosphorylation sites. However, data interpretation is hampered by our limited knowledge on functions, biological contexts, or precipitating enzymes of the phosphosites. This study establishes a repository of phosphosites with associated evidence in biomedical abstracts, using deep learning-based natural language processing techniques. Our model for illuminating the dark phosphoproteome through PubMed mining (IDPpub) was generated by fine-tuning BioBERT, a deep learning tool for biomedical text mining. Trained using sentences containing protein substrates and phosphorylation site positions from 3000 abstracts, the IDPpub model was then used to extract phosphorylation sites from all MEDLINE abstracts. …

Phenotypic And Functional Assessment Of Two Novel Kcnq2 Gain-Of-Function Variants Y141n And G239s And Effects Of Amitriptyline Treatment, Allan Bayat, Stefano Iavarone, Francesco Miceli, Anne V Jakobsen, Katrine M Johannesen, Marina Nikanorova, Rafal Ploski, Krystyna Szymanska, Robert Flamini, Edward C Cooper, Sarah Weckhuysen, Maurizio Taglialatela, Rikke S Møller

Faculty, Staff and Students Publications

While loss-of-function (LoF) variants in KCNQ2 are associated with a spectrum of neonatal-onset epilepsies, gain-of-function (GoF) variants cause a more complex phenotype that precludes neonatal-onset epilepsy. In the present work, the clinical features of three patients carrying a de novo KCNQ2 Y141N (n = 1) or G239S variant (n = 2) respectively, are described. All three patients had a mild global developmental delay, with prominent language deficits, and strong activation of interictal epileptic activity during sleep. Epileptic seizures were not reported. The absence of neonatal seizures suggested a GoF effect and prompted functional testing of the variants. In vitro whole-cell …

Scientific Impact Of The National Birth Defects Prevention Network Multistate Collaborative Publications, Jacqueline T Bascom, Sara B Stephens, Philip J Lupo, Mark A Canfield, Russell S Kirby, Eirini Nestoridi, Jason L Salemi, Cara T Mai, Wendy N Nembhard, Nina E Forestieri, Paul A Romitti, Amanda M St Louis, A J Agopian

Faculty, Staff and Students Publications

BACKGROUND: Given the lack of a national, population-based birth defects surveillance program in the United States, the National Birth Defects Prevention Network (NBDPN) has facilitated important studies on surveillance, research, and prevention of major birth defects. We sought to summarize NBDPN peer-reviewed publications and their impact.

METHODS: We obtained and reviewed a curated list of 49 NBDPN multistate collaborative publications during 2000-2022, as of December 31, 2022. Each publication was reviewed and classified by type (e.g., risk factor association analysis). Key characteristics of study populations and analytic approaches used, along with publication impact (e.g., number of citations), were tabulated.

RESULTS: …

Prevalence Of Congenital Anomalies According To Maternal Race And Ethnicity, Texas, 1999–2018, Jeremy M Schraw, Elwin Jaime, Charles J Shumate, Mark A Canfield, Philip J Lupo

Faculty, Staff and Students Publications

BACKGROUND: Few studies of congenital anomalies provide prevalence estimates stratified by maternal race/ethnicity. We sought to determine whether the prevalence of a broad spectrum of anomalies varies among offspring of women from different race/ethnic groups.

METHODS: We obtained information on cases with anomalies from the population-based Texas Birth Defects Registry, and denominator data on livebirths among Texas residents during 1999-2018 from the Texas Center for Health Statistics. We estimated the prevalence ratio (PR) and 95% confidence interval (CI) of N = 145 anomalies among offspring of Hispanic and non-Hispanic Black relative to non-Hispanic White women using Poisson regression, adjusting for …

Neutrophil-Derived Activin-A Moderates Their Pro-Netotic Activity And Attenuates Collateral Tissue Damage Caused By Influenza A Virus Infection, Georgios Divolis, Evgenia Synolaki, Athanasia Doulou, Ariana Gavriil, Christina C Giannouli, Anastasia Apostolidou, Martyn L Foster, Martin M Matzuk, Panagiotis Skendros, Ioanna-Evdokia Galani, Paschalis Sideras

Faculty, Staff and Students Publications

BACKGROUND: Pre-neutrophils, while developing in the bone marrow, transcribe the Inhba gene and synthesize Activin-A protein, which they store and release at the earliest stage of their activation in the periphery. However, the role of neutrophil-derived Activin-A is not completely understood.

METHODS:To address this issue, we developed a neutrophil-specific Activin-A-deficient animal model (S100a8-Cre/Inhba fl/fl mice) and analyzed the immune response to Influenza A virus (IAV) infection. More specifically, evaluation of body weight and lung mechanics, molecular and cellular analyses of bronchoalveolar lavage fluids, flow cytometry and cell sorting of lung cells, as well as histopathological analysis of lung tissues, …

Developing A Pathway To Clinical Trials For Cacna1a-Related Epilepsies: A Patient Organization Perspective, Pangkong M Fox, Sunitha Malepati, Lisa Manaster, Elsa Rossignol, Jeffrey L Noebels

Faculty, Staff and Students Publications

CACNA1A-related disorders are rare neurodevelopmental disorders linked to variants in the CACNA1A gene. This gene encodes the α1 subunit of the P/Q-type calcium channel Cav2.1, which is globally expressed in the brain and crucial for fast synaptic neurotransmission. The broad spectrum of CACNA1A-related neurological disorders includes developmental and epileptic encephalopathies, familial hemiplegic migraine type 1, episodic ataxia type 2, spinocerebellar ataxia type 6, together with unclassified presentations with developmental delay, ataxia, intellectual disability, autism spectrum disorder, and language impairment. The severity of each disorder is also highly variable. The spectrum of CACNA1A-related seizures is broad across both loss-of-function and gain-of-function …

Combined Bioinformatic And Splicing Analysis Of Likely Benign Intronic And Synonymous Variants Reveals Evidence For Pathogenicity, Owen R Hirschi, Stephanie A Felker, Surya P Rednam, Kelly L Vallance, D Williams Parsons, Angshumoy Roy, Gregory M Cooper, Sharon E Plon

Faculty, Staff and Students Publications

PURPOSE: Clinical variant analysis pipelines likely have poor sensitivity to the effects on splicing from variants beyond 10 to 20 bases of exon-intron boundaries. Here, we demonstrate the value of SpliceAI to inform curation of rare variants previously classified as benign/likely benign (B/LB) under current guidelines.

METHODS: Exome sequencing data from 576 pediatric cancer patients enrolled in the Texas KidsCanSeq study were filtered for intronic or synonymous variants absent from population databases, predicted to alter splicing via SpliceAI (>0.20), and scored >10 by combined annotation-dependent depletion. Rare synonymous or intronic B/LB variants in 61 genes submitted to ClinVar were …

Bi-Allelic Variants In Cep295 Cause Seckel-Like Syndrome Presenting With Primary Microcephaly, Developmental Delay, Intellectual Disability, Short Stature, Craniofacial And Digital Abnormalities, Niu Li, Yufei Xu, Hongzhu Chen, Jingqi Lin, Lama Alabdi, Mir Reza Bekheirnia, Guoqiang Li, Yoel Gofin, Nasim Bekheirnia, Eissa Faqeih, Lina Chen, Guoying Chang, Jie Tang, Ruen Yao, Tingting Yu, Xiumin Wang, Wei Fu, Qihua Fu, Yiping Shen, Fowzan S Alkuraya, Keren Machol, Jian Wang

Faculty, Staff and Students Publications

BACKGROUND: Pathogenic variants in the centrosome protein (CEP) family have been implicated in primary microcephaly, Seckel syndrome, and classical ciliopathies. However, most CEP genes remain unlinked to specific Mendelian genetic diseases in humans. We sought to explore the roles of CEP295 in human pathology.

METHODS: Whole-exome sequencing was performed to screen for pathogenic variants in patients with severe microcephaly. Patient-derived fibroblasts and CEP295-depleted U2OS and RPE1 cells were used to clarify the underlying pathomechanisms, including centriole/centrosome development, cell cycle and proliferation changes, and ciliogenesis. Complementary experiments using CEP295 mRNA were performed to determine the pathogenicity of the identified missense variant. …

A Comparison Of Three Dna Extraction Methods On 45-Year-Old Pupae Cases, Ananya Udyaver, Casey Flint, Jeffery Tomberlin, Baneshwar Singh

UROP Posters

Blow flies are the primary colonizers of human cadavers. In many death investigations, insect evidence can help in prediction of minimum post-mortem interval (PMImin) but to do that, the first step is to identify collected insect evidence. For immature stages, morphological keys are either limited or incomplete and hence DNA based identification is used. For DNA based ID, DNA extraction is the first and the most important step, especially when collected evidence is highly degraded. The main aim of this study was to compare three DNA extraction methods (QIAgen Blood and Tissue Kit, organic, and QIAgen DNA Investigator Kit) to …

De Novo Missense Variants In Zbtb47 Are Associated With Developmental Delays, Hypotonia, Seizures, Gait Abnormalities, And Variable Movement Abnormalities, Scott K Ward, Alexandrea Wadley, Chun-Hui Anne Tsai, Paul J Benke, Lisa Emrick, Kristen Fisher, Kimberly M Houck, Hongzheng Dai, Undiagnosed Diseases Network, Maria J Guillen Sacoto, William Craigen, Kimberly Glaser, David R Murdock, Luis Rohena, Karin E M Diderich, Hennie T Bruggenwirth, Brendan Lee, Carlos Bacino, Lindsay C Burrage, Jill A Rosenfeld

Faculty, Staff and Students Publications

The collection of known genetic etiologies of neurodevelopmental disorders continues to increase, including several syndromes associated with defects in zinc finger protein transcription factors (ZNFs) that vary in clinical severity from mild learning disabilities and developmental delay to refractory seizures and severe autism spectrum disorder. Here we describe a new neurodevelopmental disorder associated with variants in ZBTB47 (also known as ZNF651), which encodes zinc finger and BTB domain-containing protein 47. Exome sequencing (ES) was performed for five unrelated patients with neurodevelopmental disorders. All five patients are heterozygous for a de novo missense variant in ZBTB47, with p.(Glu680Gly) (c.2039A>G) detected …

Succinic Semialdehyde Dehydrogenase Deficiency: A Metabolic And Genomic Approach To Diagnosis, Kevin E Glinton, Charul Gijavanekar, Abbhirami Rajagopal, Laura P Mackay, Kirt A Martin, Phillip L Pearl, K Michael Gibson, Theresa A Wilson, V Reid Sutton, Sarah H Elsea

Faculty, Staff and Students Publications

Genomic sequencing offers an untargeted, data-driven approach to genetic diagnosis; however, variants of uncertain significance often hinder the diagnostic process. The discovery of rare genomic variants without previously known functional evidence of pathogenicity often results in variants being overlooked as potentially causative, particularly in individuals with undifferentiated phenotypes. Consequently, many neurometabolic conditions, including those in the GABA (gamma-aminobutyric acid) catabolism pathway, are underdiagnosed. Succinic semialdehyde dehydrogenase deficiency (SSADHD, OMIM #271980) is a neurometabolic disorder in the GABA catabolism pathway. The disorder is due to bi-allelic pathogenic variants in

Blind To The Perils Of Pursuing Food: Behaviors Of Individuals With Smith-Magenis Syndrome, Citrine Elatrash, Jenna Shi, Theresa Wilson, Sarah H Elsea, Stephanie Sisley

Faculty, Staff and Students Publications

PURPOSE: Discrepancies exist between the need to lock food away and satiety scores in the Smith-Magenis syndrome (SMS) population. This study sought to uncover food-related behaviors within this unique group of individuals.

METHODS: Caregivers (

RESULTS: This study identified a global theme of "Blind to the perils while pursuing their goals," supported by 5 organizing themes: (1) Biology-impacting behaviors, (2) Need for personalized strategies, (3) Controlling food experiences, (4) Need for parents to orchestrate life, and (5) Surprising resourcefulness. Subthemes within these organizing themes highlighted that individuals with SMS have unique food-related behaviors and often fixate on certain types of …

Β2-Glycoprotein I Promotes The Clearance Of Circulating Mitochondria, Swapan Kumar Dasgupta, Jahnavi Gollamudi, Stefanie Rivera, Ross A Poche, Rolando E Rumbaut, Perumal Thiagarajan

Faculty, Staff and Students Publications

β2-glycoprotein I (β2-Gp1) is a cardiolipin-binding plasma glycoprotein. It is evolutionarily conserved from invertebrates, and cardiolipin-bound β2-Gp1 is a major target of antiphospholipid antibodies seen in autoimmune disorders. Cardiolipin is almost exclusively present in mitochondria, and mitochondria are present in circulating blood. We show that β2-Gp1 binds to cell-free mitochondria (CFM) in the circulation and promotes its phagocytosis by macrophages at physiological plasma concentrations. Exogenous CFM had a short circulation time of less than 10 minutes in mice. Following infusion of CFM, β2-Gp1-deficient mice had significantly higher levels of transfused mitochondria at 5 minutes (9.9 ± 6.4 pg/ml versus 4.0 …

Improved Sequence Mapping Using A Complete Reference Genome And Lift-Over, Nae-Chyun Chen, Luis F Paulin, Fritz J Sedlazeck, Sergey Koren, Adam M Phillippy, Ben Langmead

Faculty, Staff and Students Publications

Complete, telomere-to-telomere genome assemblies promise improved analyses and the discovery of new variants, but many essential genomic resources remain associated with older reference genomes. Thus, there is a need to translate genomic features and read alignments between references. Here we describe a new method called levioSAM2 that accounts for reference changes and performs fast and accurate lift-over between assemblies using a whole-genome map. In addition to enabling the use of multiple references, we demonstrate that aligning reads to a high-quality reference (e.g. T2T-CHM13) and lifting to an older reference (e.g. GRCh38) actually improves the accuracy of the resulting variant calls …

Tracking Updates In Clinical Databases Increases Efficiency For Variant Reanalysis, Lele Li, Xia Tian, Vaughan Woodzell, Richard A Gibbs, Bo Yuan, Eric Venner

Faculty, Staff and Students Publications

PURPOSE: Variant interpretation, guided by American College of Medical Genetics and Genomics guidelines, can inform clinical decision-making. However, interpretations may change over time for a variety of reasons. Periodic reanalysis of previous variant interpretations is important to ensure that reported genetic findings remain accurate according to current knowledge.

METHODS: We performed automated filtering by comparing ClinVar variants available in August 2020 with those from August 2021 to screen for potential reanalysis candidates from 3 projects. These variants were subsequently interpreted based on the American College of Medical Genetics and Genomics/Association for Molecular Pathology variant interpretation guideline or ClinGen revised gene-specific …

The Challenges And Opportunities Of Offering And Integrating Training In Clinical Molecular Genetics And Clinical Cytogenetics: A Survey Of Lgg Fellowship Program Directors, Joshua L Deignan, Vimla Aggarwal, Allen E Bale, Daniel B Bellissimo, Jessica K Booker, Yang Cao, Kristy R Crooks, Kristen L Deak, Daniela Del Gaudio, Birgit Funke, Nicole L Hoppman, Vanessa Horner, Robert B Hufnagel, Colleen Jackson-Cook, Prasad Koduru, Marco L Leung, Shibo Li, Pengfei Liu, Minjie Luo, Rong Mao, Heather Mason-Suares, Fady M Mikhail, Stephen R Moore, Rizwan C Naeem, Laura M Pollard, Elena A Repnikova, Lina Shao, Brandon M Shaw, Shashirekha Shetty, Teresa A Smolarek, Elizabeth Spiteri, Jessica Van Ziffle, Gail H Vance, Cindy L Vnencak-Jones, Eli S Williams

Faculty, Staff and Students Publications

PURPOSE: The specialty of Laboratory Genetics and Genomics (LGG) was created in 2017 in an effort to reflect the increasing convergence in technologies and approaches between clinical molecular genetics and clinical cytogenetics. However, there has not yet been any formal evaluation of the merging of these disciplines and the challenges faced by Program Directors (PDs) tasked with ensuring the successful training of laboratory geneticists under the new model.

METHODS: An electronic multi-question Qualtrics survey was created and was sent to the PD for each of the Accreditation Council for Graduate Medical Education-accredited LGG fellowship programs at the time. The data …

Comparative Exploration Of Mammalian Deafness Gene Homologues In The Drosophila Auditory Organ Shows Genetic Correlation Between Insect And Vertebrate Hearing, Daniel C Sutton, Jonathan C Andrews, Dylan M Dolezal, Ye Jin Park, Hongjie Li, Daniel F Eberl, Shinya Yamamoto, Andrew K Groves

Faculty, Staff and Students Publications

Johnston's organ, the Drosophila auditory organ, is anatomically very different from the mammalian organ of Corti. However, recent evidence indicates significant cellular and molecular similarities exist between vertebrate and invertebrate hearing, suggesting that Drosophila may be a useful platform to determine the function of the many mammalian deafness genes whose underlying biological mechanisms are poorly characterized. Our goal was a comprehensive screen of all known orthologues of mammalian deafness genes in the fruit fly to better understand conservation of hearing mechanisms between the insect and the fly and ultimately gain insight into human hereditary deafness. We used bioinformatic comparisons to …

Case Report: P40phox Deficiency Underlying Pediatric-Onset Systemic Lupus Erythematosus, Alejandro Nieto-Patlán, Natalia S Fernández Dávila, Yuqing Wang, Michelle Zelnick, Eyal Muscal, Martha Curry, James R Lupski, Steven M Holland, Bo Yuan, Douglas B Kuhns, Tiphanie P Vogel, Ivan K Chinn

Faculty, Staff and Students Publications

Introduction

Systemic lupus erythematosus is a multi-faceted autoimmune disorder of complex etiology. Pre-pubertal onset of pediatric systemic lupus erythematosus (pSLE) is uncommon and should raise suspicion for a genetic driver of disease. Autosomal recessive p40^phox deficiency is a rare immunologic disorder characterized by defective but not abolished NADPH oxidase activity with residual production of reactive oxygen species (ROS) by phagocytic cells.

Case presentation

We report the case of a now 18-year-old female with pSLE onset at 7 years of age. She presented with recurrent fever and malar rash. Aspects of her immune dysregulation over time have included typical pSLE …

International Society For Extracellular Vesicles Workshop Quantitatevs: Multiscale Analyses, From Bulk To Single Extracellular Vesicle, Manuela Basso, Alessandro Gori, Caterina Nardella, Mari Palviainen, Marija Holcar, Ioannis Sotiropoulos, Sylwia Bobis-Wozowicz, Vito G D'Agostino, Elena Casarotto, Yari Ciani, Shiro Suetsugu, Alice Gualerzi, Lorena Martin-Jaular, Daniela Boselli, Anna Kashkanova, Pietro Parisse, Lien Lippens, Martina Pagliuca, Martin Blessing, Roberto Frigerio, Thibaut Fourniols, Ana Meliciano, Anna Fietta, Paolo Vincenzo Fioretti, Karolina Soroczyńska, Silvia Picciolini, Amanda Salviano-Silva, Paolo Bergese, Davide Zocco, Marcella Chiari, Guido Jenster, Levi Waldron, Aleksandar Milosavljevic, John Nolan, Marco P Monopoli, Kenneth W Witwer, Benedetta Bussolati, Dolores Di Vizio, Juan Falcon Perez, Metka Lenassi, Marina Cretich, Francesca Demichelis

Faculty, Staff and Students Publications

The “QuantitatEVs: multiscale analyses, from bulk to single vesicle” workshop aimed to discuss quantitative strategies and harmonized wet and computational approaches toward the comprehensive analysis of extracellular vesicles (EVs) from bulk to single vesicle analyses with a special focus on emerging technologies. The workshop covered the key issues in the quantitative analysis of different EV‐associated molecular components and EV biophysical features, which are considered the core of EV‐associated biomarker discovery and validation for their clinical translation. The in‐person‐only workshop was held in Trento, Italy, from January 31st to February 2nd, 2023, and continued in Milan on February 3rd with “Next …

Parkinson's Disease And Other Alzheimer's Disease And Related Dementia Pathologies And The Progression Of Parkinsonism In Older Adults, Aron S Buchman, Lei Yu, Shahram Oveisgharan, Andrea R Zammit, Tianhao Wang, Joshua M Shulman, Veronique Vanderhorst, Sukrit Nag, David A Bennett

Faculty, Staff and Students Publications

BACKGROUND: The interrelationship of parkinsonism, Parkinson's disease (PD) and other Alzheimer's disease (AD) and Alzheimer's disease and related dementias (ADRD) pathologies is unclear.

OBJECTIVE: We examined the progression of parkinsonian signs in adults with and without parkinsonism, and their underlying brain pathologies.

METHODS: Annual parkinsonian signs were based on a modified Unified Parkinson's Disease Rating Scale. We used linear mixed effects models to compare the progression of parkinsonian signs in 3 groups categorized based on all available clinical evaluations: Group1 (never parkinsonism or clinical PD), Group2 (ever parkinsonism, but never clinical PD), Group3 (ever clinical PD). In decedents, we examined …

Inference Of Phylogenetic Trees Directly From Raw Sequencing Reads Using Read2tree, David Dylus, Adrian Altenhoff, Sina Majidian, Fritz J Sedlazeck, Christophe Dessimoz

Faculty, Staff and Students Publications

Current methods for inference of phylogenetic trees require running complex pipelines at substantial computational and labor costs, with additional constraints in sequencing coverage, assembly and annotation quality, especially for large datasets. To overcome these challenges, we present Read2Tree, which directly processes raw sequencing reads into groups of corresponding genes and bypasses traditional steps in phylogeny inference, such as genome assembly, annotation and all-versus-all sequence comparisons, while retaining accuracy. In a benchmark encompassing a broad variety of datasets, Read2Tree is 10-100 times faster than assembly-based approaches and in most cases more accurate-the exception being when sequencing coverage is high and reference …

Neuronal Ablation Of Ghsr Mitigates Diet-Induced Depression And Memory Impairment Via Ampk-Autophagy Signaling-Mediated Inflammation, Hongying Wang, Zheng Shen, Chia-Shan Wu, Pengfei Ji, Ji Yeon Noh, Cédric G Geoffroy, Sunja Kim, David Threadgill, Jianrong Li, Yu Zhou, Xiaoqiu Xiao, Hui Zheng, Yuxiang Sun

Faculty, Staff and Students Publications

Obesity is associated with chronic inflammation in the central nervous system (CNS), and neuroinflammation has been shown to have detrimental effects on mood and cognition. The growth hormone secretagogue receptor (GHSR), the biologically relevant receptor of the orexigenic hormone ghrelin, is primarily expressed in the brain. Our previous study showed that neuronal GHSR deletion prevents high-fat diet-induced obesity (DIO). Here, we investigated the effect of neuronal GHSR deletion on emotional and cognitive functions in DIO. The neuron-specific GHSR-deficient mice exhibited reduced depression and improved spatial memory compared to littermate controls under DIO. We further examined the cortex and hippocampus, the …

A Comprehensive Analysis Of Neuroblastoma Incidence, Survival, And Racial And Ethnic Disparities From 2001 To 2019, Kevin Campbell, David A Siegel, Puja J Umaretiya, Shifan Dai, Andras Heczey, Philip J Lupo, Jeremy M Schraw, Trevor D Thompson, Michael E Scheurer, Jennifer H Foster

Faculty, Staff and Students Publications

BACKGROUND: We characterize the incidence and 5-year survival of children and adolescents with neuroblastoma stratified by demographic and clinical factors based on the comprehensive data from United States Cancer Statistics (USCS) and the National Program of Cancer Registries (NPCR).

METHODS: We analyzed the incidence of neuroblastoma from USCS (2003-2019) and survival data from NPCR (2001-2018) for patients less than 20 years old. Incidence trends were calculated by average annual percent change (AAPC) using joinpoint regression. Differences in relative survival were estimated comparing non-overlapping confidence intervals (CI).

RESULTS: We identified 11,543 primary neuroblastoma cases in USCS. Age-adjusted incidence was 8.3 per …

Model-Based Deep Autoencoders For Clustering Single-Cell Rna Sequencing Data With Side Information, Xiang Lin

Dissertations

Clustering analysis has been conducted extensively in single-cell RNA sequencing (scRNA-seq) studies. scRNA-seq can profile tens of thousands of genes' activities within a single cell. Thousands or tens of thousands of cells can be captured simultaneously in a typical scRNA-seq experiment. Biologists would like to cluster these cells for exploring and elucidating cell types or subtypes. Numerous methods have been designed for clustering scRNA-seq data. Yet, single-cell technologies develop so fast in the past few years that those existing methods do not catch up with these rapid changes and fail to fully fulfil their potential. For instance, besides profiling transcription …

Consequences Of Spatial Structure In Soil–Geomorphic Data On The Results Of Machine Learning Models, Daehyun Kim, Insang Song, Lorrayne Miralha, Daniel R. Hirmas, Ryan W. Mcewan, Tom G. Mueller, Pavel Samonil

Biology Faculty Publications

In this paper, we examined the degree to which inherent spatial structure in soil properties influences the outcomes of machine learning (ML) approaches to predicting soil spatial variability. We compared the performances of four ML algorithms (support vector machine, artificial neural network, random forest, and random forest for spatial data) against two non-ML algorithms (ordinary least squares regression and spatial filtering regression). None of the ML algorithms produced residuals that had lower mean values or were less autocorrelated over space compared with the non-ML approaches. We recommend the use of random forest when a soil variable of interest is weakly …

Palmitate Induces Integrated Stress Response And Lipoapoptosis In Trophoblasts, Prakash Kumar Sahoo, Chandan Krishnamoorthy, Jennifer R. Wood, Corrine Hanson, Ann Anderson-Berry, Justin L. Mott, Sathish Kumar Natarajan

Department of Animal Science: Faculty Publications

Maternal obesity increases the risk of childhood obesity and programs the offspring to develop metabolic syndrome later in their life. Palmitate is the predominant saturated free fatty acid (FFA) that is transported across the placenta to the fetus. We have recently shown that saturated FFA in the maternal circulation as a result of increased adipose tissue lipolysis in third trimester of pregnancy induces trophoblast lipoapoptosis. Here, we hypothesized that palmitate induces integrated stress response by activating mitogen-activated protein kinases (MAPKs), endoplasmic reticulum (ER) stress and granular stress and lipoapoptosis in trophoblasts. Choriocarcinoma-derived third-trimester placental trophoblast-like cells (JEG-3 and JAR) referred …

Abnormal Patterns Of Sleep And Waking Behaviors Are Accompanied By Neocortical Oscillation Disturbances In An Ank3 Mouse Model Of Epilepsy-Bipolar Disorder Comorbidity, Juan E Villacres, Nicholas Riveira, Sohmee Kim, Laura L Colgin, Jeffrey L Noebels, Angel Y Lopez

Faculty, Staff and Students Publications

ANK3 is a leading bipolar disorder (BD) candidate gene in humans and provides a unique opportunity for studying epilepsy-BD comorbidity. Previous studies showed that deletion of Ank3-1b, a BD-associated variant of Ank3 in mice leads to increased firing threshold and diminished action potential dynamic range of parvalbumin (PV) interneurons and absence epilepsy, thus providing a biological mechanism linking epilepsy and BD. To explore the behavioral overlap of these disorders, we characterized behavioral patterns of Ank3-1b KO mice during overnight home-cage activity and examined network activity during these behaviors using paired video and EEG recordings. Since PV interneurons contribute to the …

Life, The Genome And Everything, Susan M Rosenberg

Faculty, Staff and Students Publications

In this issue of the Journal of Bacteriology, N. J. Bonde, E. A. Wood, K. S. Myers, M. Place, J. L. Keck, and M. M. Cox (J Bacteriol 205:e00184-23, 2023, https://doi.org/10.1128/jb.00184-23) used an unbiased transposon-sequencing (Tn-seq) screen to identify proteins required for life when cells lose the RecG branched-DNA helicase (synthetic lethality). The proteins’ identities indicate pathways that prevent endogenous DNA damage, pathways that prevent its homology-directed repair (HDR) “strand-exchange” intermediates between sister chromosomes, and pathways that resolve those intermediates. All avoid intermediate pile-up, which blocks chromosome segregation, causing “death-by-recombination.” DNA damage is managed to regulate crucial but …

Regulation Of Mrna And Circrna As A Cause And Consequence Of Aging In Caenorhabditis Elegans, Rebekah Napier-Jameson

Biological Sciences Theses and Dissertations

A role for RNA binding proteins in regulating lifespan has emerged. We identified a pair of neuronal RBPs, exc-7 and mbl-1, which display synthetic lifespan defects. Such a strong synthetic phenotype represented an opportunity to use transcriptomics to search for potential causative targets that are synthetically regulated. We identified a small handful of genes synthetically dysregulated in double mutants and systematically tested each candidate gene for functional contribution to the exc-7; mbl-1 lifespan phenotype. We identified one such gene, the ion transporter nhx-6, which is highly upregulated in double mutants. Overexpression of nhx-6 causes reduced lifespan, and deletion …

The Effect Of Db1976 On The Fibrotic Response In Three-Spined Stickleback (Gasterosteus Aculeatus), Saif Quraishi

Honors Scholar Theses

The study of fibrosis in stickleback has been a growing field in which there have been a few studies conducted. This study examines two experiments involving the inhibition of fibrosis in stickleback. The first experiment used fish from the Kenai River Flats (KRF) in Alaska. The second experiment used fish from Roselle Lake in British Columbia, Canada. To determine the impact the drug had on fibrosis, sticklebacks from the KRF population were treated with DB1976 as well as alum, a pro‐inflammatory vaccine adjuvant that causes fibrosis (Kool et. al 2012). When each DB1976 + alum treatment group was compared with …