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Multi-Ancestry Genome-Wide Association Analyses Improve Resolution Of Genes And Pathways Influencing Lung Function And Chronic Obstructive Pulmonary Disease Risk, Nick Shrine, Abril G. Izquierdo, Jing Chen, Richard Packer, Robert J. Hall, Anna L. Guyatt, Chiara Batini, Rebecca J. Thompson, Chandan Puvuluri, Vidhi Malik, Brian D. Hobbs, Matthew Moll, Wonji Kim, Ruth Tal-Singer, Per Bakke, Katherine A. Fawcett, Catherine John, Kayesha Coley, Noemi Nicole Piga, Sinjini Sikdar, Martin D. Tobin, Et al. 2023 Old Dominion University

Multi-Ancestry Genome-Wide Association Analyses Improve Resolution Of Genes And Pathways Influencing Lung Function And Chronic Obstructive Pulmonary Disease Risk, Nick Shrine, Abril G. Izquierdo, Jing Chen, Richard Packer, Robert J. Hall, Anna L. Guyatt, Chiara Batini, Rebecca J. Thompson, Chandan Puvuluri, Vidhi Malik, Brian D. Hobbs, Matthew Moll, Wonji Kim, Ruth Tal-Singer, Per Bakke, Katherine A. Fawcett, Catherine John, Kayesha Coley, Noemi Nicole Piga, Sinjini Sikdar, Martin D. Tobin, Et Al.

Mathematics & Statistics Faculty Publications

Lung-function impairment underlies chronic obstructive pulmonary disease (COPD) and predicts mortality. In the largest multi-ancestry genome-wide association meta-analysis of lung function to date, comprising 580,869 participants, we identified 1,020 independent association signals implicating 559 genes supported by ≥2 criteria from a systematic variant-to-gene mapping framework. These genes were enriched in 29 pathways. Individual variants showed heterogeneity across ancestries, age and smoking groups, and collectively as a genetic risk score showed strong association with COPD across ancestry groups. We undertook phenome-wide association studies for selected associated variants as well as trait and pathway-specific genetic risk scores to infer possible consequences of …


Heat Shock Protein 90 (Hsp90) System In Health And Disease., Daniella Munezero 2023 West Virginia University

Heat Shock Protein 90 (Hsp90) System In Health And Disease., Daniella Munezero

Graduate Theses, Dissertations, and Problem Reports (ETD)

Cells rely on heat shock proteins (HSP) to facilitate and regulate the folding of the substrate proteins into their native state, and degradation if misfolding cannot be prevented. HSP90, a member of the HSP family, is a potential target for treatment of cancer and neurodegenerative diseases. Unfortunately, several clinical trials for cancer treatment have been discontinued due to cell toxicity accompanying HSP90 inhibition. HSP90 has four distinct but structurally similar paralogs. HSP90 inhibitors target all the paralogs despite increasing proof of functional differences among the paralogs. Understanding the in vivo function of HSP90 and the role played by each paralog …


Cluster Homolog Of Immunoglobulin-Like Receptor Genes In Chicken Immune Responses, Brandi A. Sparling 2023 West Virginia University, Western University of Health Sciences

Cluster Homolog Of Immunoglobulin-Like Receptor Genes In Chicken Immune Responses, Brandi A. Sparling

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation explores the identity and role of immunoglobulin-like (Ig-like) receptors in chickens, with focus on their implications in disease and disease progression. These receptors, wisely expressed across immune cells, interact with the major histocompatibility complex (MHC) class I molecules to modulate immune responses in mammals. Due to the insufficient representation of chicken Ig-like receptors in online databases, this study systematically annotates the chicken Cluster Homolog of Immunoglobulin-like Receptors (CHIR) genes using advanced bioinformatic techniques, aligning with the release of the 7th edition of the chicken genome assembly that comprises builds for a broiler and layer chicken. The analysis identifies …


The Effect Of Genetic Relatedness On Mate Selection And Spatial Distribution In The American Alligator, Alligator Mississippiensis, Mark Hoog 2023 Georgia Southern University

The Effect Of Genetic Relatedness On Mate Selection And Spatial Distribution In The American Alligator, Alligator Mississippiensis, Mark Hoog

College of Graduate Studies: Theses & Dissertations

To date, most genetic studies on the American alligator (Alligator mississippiensis) have focused on population genetics and multiple paternity. There have not been any studies looking at how relatedness affects alligator behavior and movement. This study focused on three main questions: 1) what is the genetic diversity among alligators in this location? 2) can parentage be accurately defined among parents and offspring? and 3) how does individual relatedness affect their spatial distribution? We examined the relatedness of 174 unique individuals from the Okefenokee Swamp Park, in South Georgia, USA. In addition, we placed Telonics® satellite tags on …


Dna Methylation And The Response To Infection In Introduced House Sparrows, Melanie Gibson 2023 Georgia Southern University

Dna Methylation And The Response To Infection In Introduced House Sparrows, Melanie Gibson

College of Graduate Studies: Theses & Dissertations

Epigenetics is the study of molecular modification of a genome without changing its base pairs. The most studied type of epigenetic mechanism is DNA methylation, which is capable of turning a gene “on” or “off.” Epigenetic potential is the capacity to which an individual can have methylation on its genome. The more CpGs available, the greater the epigenetic potential. In invasive species, genetic variation has been observed to be paradoxical: not much of it exists on a genomic level, but epigenetically, phenotypic variation can occur. The focus on shift in gene expression in this study is on Toll-Like Receptor 4 …


Association Of The Bb Genotype Of The Abo Gene With The Risk Of Acute Myocardial Infarction In Hospital-Based Study, Farzana Abubakar Yousuf, Iqbal Azam Syed, Asal Khan Tareen, Khawar A. Kazmi, Jibran Sualeh Muhammad, Mohammad Perwaiz Iqbal 2023 Aga Khan University

Association Of The Bb Genotype Of The Abo Gene With The Risk Of Acute Myocardial Infarction In Hospital-Based Study, Farzana Abubakar Yousuf, Iqbal Azam Syed, Asal Khan Tareen, Khawar A. Kazmi, Jibran Sualeh Muhammad, Mohammad Perwaiz Iqbal

Department of Biological & Biomedical Sciences

Objectives: The ABO gene locus has been identified to be associated with myocardial infarction in patients with coronary heart disease. The primary focus of this hospital-based study was to explore the relationship of ABO blood groups and ABO genotypes with acute myocardial infarction (AMI) in Karachi, Pakistan.
Methods: In a comparative cross-sectional study, an equal number of adult AMI patients and healthy controls (n=275 in each group; age range 30-70 years, both males and females) were recruited from the Aga Khan University and NICVD, Karachi, with informed consent. The blood samples were analyzed for ABO blood groups and other biomarkers. …


Functional Residues Of Cjpata, Robert Lamont 2023 Wilfrid Laurier University

Functional Residues Of Cjpata, Robert Lamont

Theses and Dissertations (Comprehensive)

Antibiotic resistance in pathogenic bacteria continues to challenge clinicians and threaten the lives of infected individuals. For this reason, new classes of antibiotics or new targets for antibiotic therapy are needed to circumvent this global health crisis. In Gram-negative bacteria, the enzymes peptidoglycan O-acetyltransferase A and B (PatA and PatB), are responsible for adding acetyl groups to the C-6 hydroxyl group of N-acetyl muramic acid (MurNAc) in peptidoglycan (PG). These acetyl groups are responsible for inhibiting the activity of lysozyme from host organisms that hydrolyze the β1-4 glycosidic linkage between MurNAc and N-acetylglucosamine (GlcNAc). The acetyl groups …


Characterizing Genetic Diversity And Testing For Fisheries Induced Evolution In Southeastern Kansas Populations Of Bluegill (Lepomis Macrochirus), Morganne C. Borsh 2023 University of Northern Iowa

Characterizing Genetic Diversity And Testing For Fisheries Induced Evolution In Southeastern Kansas Populations Of Bluegill (Lepomis Macrochirus), Morganne C. Borsh

Dissertations and Theses @ UNI

Bluegill (Lepomis macrochirus) is a popular and versatile sport fish with wide distribution. Fisheries management of the species is generally nebulous due to the additive role of environmental factors, genetics, social interactions, and alternative reproductive tactics in determining bluegill growth. Size structure could be further influenced by angling pressure: large parental males are more susceptible to harvest than smaller cuckolders. The systematic removal of large individuals through angling can result in stunted populations via fisheries induced evolution (FIE). In southeastern Kansas, bluegill from popularly fished impoundments are projected to have smaller sizes compared to isolated or inaccessible impoundments from the …


Admixpipe V3: Facilitating Population Structure Delimitation From Snp Data, Steven M. Mussmann, Marlis R. Douglas, Tyler Chafin, Michael E. Douglas 2023 University of Arkansas, Fayetteville

Admixpipe V3: Facilitating Population Structure Delimitation From Snp Data, Steven M. Mussmann, Marlis R. Douglas, Tyler Chafin, Michael E. Douglas

Biological Sciences Faculty Publications and Presentations

Quantifying genetic clusters (=populations) from genotypic data is a fundamental, but non-trivial task for population geneticists that is compounded by: hierarchical population structure, diverse analytical methods, and complex software dependencies. AdmixPipe v3 ameliorates many of these issues in a single bioinformatic pipeline that facilitates all facets of population structure analysis by integrating outputs generated by several popular packages (i.e. CLUMPAK, EvalAdmix). The pipeline interfaces disparate software packages to parse Admixture outputs and conduct EvalAdmix analyses in the context of multimodal population structure results identified by CLUMPAK. We further streamline these tasks by packaging AdmixPipe v3 within a Docker container to …


Sphingolipids In Neurodegenerative Diseases, Xueyang Pan, Debdeep Dutta, Shenzhao Lu, Hugo J Bellen 2023 The Texas Medical Center Library

Sphingolipids In Neurodegenerative Diseases, Xueyang Pan, Debdeep Dutta, Shenzhao Lu, Hugo J Bellen

Faculty, Staff and Students Publications

Neurodegenerative Diseases (NDDs) are a group of disorders that cause progressive deficits of neuronal function. Recent evidence argues that sphingolipid metabolism is affected in a surprisingly broad set of NDDs. These include some lysosomal storage diseases (LSDs), hereditary sensory and autonomous neuropathy (HSAN), hereditary spastic paraplegia (HSP), infantile neuroaxonal dystrophy (INAD), Friedreich’s ataxia (FRDA), as well as some forms of amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD). Many of these diseases have been modeled in Drosophila melanogaster and are associated with elevated levels of ceramides. Similar changes have also been reported in vertebrate cells and mouse models. Here, we …


Chromosomal Microarray Analysis Supplements Exome Sequencing To Diagnose Children With Suspected Inborn Errors Of Immunity, Breanna J Beers, Morgan N Similuk, Rajarshi Ghosh, Bryce A Seifert, Leila Jamal, Michael Kamen, Michael R Setzer, Colleen Jodarski, Rylee Duncan, Devin Hunt, Madison Mixer, Wenjia Cao, Weimin Bi, Daniel Veltri, Eric Karlins, Lingwen Zhang, Zhiwen Li, Andrew J Oler, Kathleen Jevtich, Yunting Yu, Haley Hullfish, Bibiana Bielekova, Pamela Frischmeyer-Guerrerio, An Dang Do, Laryssa A Huryn, Kenneth N Olivier, Helen C Su, Jonathan J Lyons, Christa S Zerbe, V Koneti Rao, Michael D Keller, Alexandra F Freeman, Steven M Holland, Luis M Franco, Magdalena A Walkiewicz, Jia Yan 2023 The Texas Medical Center Library

Chromosomal Microarray Analysis Supplements Exome Sequencing To Diagnose Children With Suspected Inborn Errors Of Immunity, Breanna J Beers, Morgan N Similuk, Rajarshi Ghosh, Bryce A Seifert, Leila Jamal, Michael Kamen, Michael R Setzer, Colleen Jodarski, Rylee Duncan, Devin Hunt, Madison Mixer, Wenjia Cao, Weimin Bi, Daniel Veltri, Eric Karlins, Lingwen Zhang, Zhiwen Li, Andrew J Oler, Kathleen Jevtich, Yunting Yu, Haley Hullfish, Bibiana Bielekova, Pamela Frischmeyer-Guerrerio, An Dang Do, Laryssa A Huryn, Kenneth N Olivier, Helen C Su, Jonathan J Lyons, Christa S Zerbe, V Koneti Rao, Michael D Keller, Alexandra F Freeman, Steven M Holland, Luis M Franco, Magdalena A Walkiewicz, Jia Yan

Faculty, Staff and Students Publications

PURPOSE: Though copy number variants (CNVs) have been suggested to play a significant role in inborn errors of immunity (IEI), the precise nature of this role remains largely unexplored. We sought to determine the diagnostic contribution of CNVs using genome-wide chromosomal microarray analysis (CMA) in children with IEI.

METHODS: We performed exome sequencing (ES) and CMA for 332 unrelated pediatric probands referred for evaluation of IEI. The analysis included primary, secondary, and incidental findings.

RESULTS: Of the 332 probands, 134 (40.4%) received molecular diagnoses. Of these, 116/134 (86.6%) were diagnosed by ES alone. An additional 15/134 (11.2%) were diagnosed by …


A Multicenter Cross-Sectional Study In Infants With Congenital Heart Defects Demonstrates High Diagnostic Yield Of Genetic Testing But Variable Evaluation Practices, Matthew D Durbin, Lindsey R Helvaty, Ming Li, William Border, Sara Fitzgerald-Butt, Vidu Garg, Gabrielle C Geddes, Benjamin M Helm, Seema R Lalani, Kim L McBride, Alexis McEntire, Dana K Mitchell, Chaya N Murali, Stephanie B Wechsler, Benjamin J Landis, Stephanie M Ware 2023 The Texas Medical Center Library

A Multicenter Cross-Sectional Study In Infants With Congenital Heart Defects Demonstrates High Diagnostic Yield Of Genetic Testing But Variable Evaluation Practices, Matthew D Durbin, Lindsey R Helvaty, Ming Li, William Border, Sara Fitzgerald-Butt, Vidu Garg, Gabrielle C Geddes, Benjamin M Helm, Seema R Lalani, Kim L Mcbride, Alexis Mcentire, Dana K Mitchell, Chaya N Murali, Stephanie B Wechsler, Benjamin J Landis, Stephanie M Ware

Faculty, Staff and Students Publications

PURPOSE: For patients with congenital heart disease (CHD), the most common birth defect, genetic evaluation is not universally accepted, and current practices are anecdotal. Here, we analyzed genetic evaluation practices across centers, determined diagnostic yield of testing, and identified phenotypic features associated with abnormal results.

METHODS: This is a multicenter cross-sectional study of 5 large children's hospitals, including 2899 children ≤14 months undergoing surgical repair for CHD from 2013 to 2016, followed by multivariate logistics regression analysis.

RESULTS: Genetic testing occurred in 1607 of 2899 patients (55%). Testing rates differed highly between institutions (42%-78%, P < .001). Choice of testing modality also differed across institutions (ie, chromosomal microarray, 26%-67%, P < .001). Genetic testing was abnormal in 702 of 1607 patients (44%), and no major phenotypic feature drove diagnostic yield. Only 849 patients were seen by geneticists (29%), ranging across centers (15%-52%, P < .001). Geneticist consultation associated with increased genetic testing yield (odds ratio: 5.7, 95% CI 4.33-7.58, P < .001).

CONCLUSION: Genetics …


Differential Regulation Of Skeletal Stem/Progenitor Cells In Distinct Skeletal Compartments, Jea Giezl Niedo Solidum, Youngjae Jeong, Francisco Heralde, Dongsu Park 2023 The Texas Medical Center Library

Differential Regulation Of Skeletal Stem/Progenitor Cells In Distinct Skeletal Compartments, Jea Giezl Niedo Solidum, Youngjae Jeong, Francisco Heralde, Dongsu Park

Faculty, Staff and Students Publications

Skeletal stem/progenitor cells (SSPCs), characterized by self-renewal and multipotency, are essential for skeletal development, bone remodeling, and bone repair. These cells have traditionally been known to reside within the bone marrow, but recent studies have identified the presence of distinct SSPC populations in other skeletal compartments such as the growth plate, periosteum, and calvarial sutures. Differences in the cellular and matrix environment of distinct SSPC populations are believed to regulate their stemness and to direct their roles at different stages of development, homeostasis, and regeneration; differences in embryonic origin and adjacent tissue structures also affect SSPC regulation. As these SSPC …


Variantsurvival: A Tool To Identify Genotype-Treatment Response, Thomas Krannich, Marina Herrera Sarrias, Hiba Ben Aribi, Moustafa Shokrof, Alfredo Iacoangeli, Ammar Al-Chalabi, Fritz J Sedlazeck, Ben Busby, Ahmad Al Khleifat 2023 The Texas Medical Center Library

Variantsurvival: A Tool To Identify Genotype-Treatment Response, Thomas Krannich, Marina Herrera Sarrias, Hiba Ben Aribi, Moustafa Shokrof, Alfredo Iacoangeli, Ammar Al-Chalabi, Fritz J Sedlazeck, Ben Busby, Ahmad Al Khleifat

Faculty, Staff and Students Publications

Associated Data


Cloud-Native Distributed Genomic Pileup Operations, Marek Wiewiórka, Agnieszka Szmurło, Paweł Stankiewicz, Tomasz Gambin 2023 The Texas Medical Center Library

Cloud-Native Distributed Genomic Pileup Operations, Marek Wiewiórka, Agnieszka Szmurło, Paweł Stankiewicz, Tomasz Gambin

Faculty, Staff and Students Publications

MOTIVATION: Pileup analysis is a building block of many bioinformatics pipelines, including variant calling and genotyping. This step tends to become a bottleneck of the entire assay since the straightforward pileup implementations involve processing of all base calls from all alignments sequentially. On the other hand, a distributed version of the algorithm faces the intrinsic challenge of splitting reads-oriented file formats into self-contained partitions to avoid costly data exchange between computational nodes.

RESULTS: Here, we present a scalable, distributed and efficient implementation of a pileup algorithm that is suitable for deploying in cloud computing environments. In particular, we implemented: (i) …


A Population-Based Assessment Of Metastatic Hepatoblastoma In Texas Reveals Ethnic Disparities, Andres F Espinoza, Michael E Scheurer, Tiffany M Chambers, Sanjeev A Vasudevan, Philip J Lupo 2023 The Texas Medical Center Library

A Population-Based Assessment Of Metastatic Hepatoblastoma In Texas Reveals Ethnic Disparities, Andres F Espinoza, Michael E Scheurer, Tiffany M Chambers, Sanjeev A Vasudevan, Philip J Lupo

Faculty, Staff and Students Publications

BACKGROUND: Hepatoblastoma (HB) is the most common primary liver cancer in children with emerging evidence that incidence is increasing globally. While overall survival for low risk hepatoblastoma is >90%, children with metastatic disease have worse survival. As identifying factors associated with high-risk disease is critical for improving outcomes for these children, a need for a further understanding of the epidemiology of hepatoblastoma is warranted. Therefore, we conducted a population-based epidemiologic study of hepatoblastoma in Texas, a large state characterized by ethnic and geographic diversity.

METHODS: Information on children diagnosed with hepatoblastoma at 0-19 years of age for the period of …


Ultrahigh Resolution Lipid Mass Spectrometry Imaging Of High-Grade Serous Ovarian Cancer Mouse Models, Xin Ma, Andro Botros, Sylvia R Yun, Eun Young Park, Olga Kim, Soojin Park, Thu-Huyen Pham, Ruihong Chen, Murugesan Palaniappan, Martin M Matzuk, Jaeyeon Kim, Facundo M Fernández 2023 The Texas Medical Center Library

Ultrahigh Resolution Lipid Mass Spectrometry Imaging Of High-Grade Serous Ovarian Cancer Mouse Models, Xin Ma, Andro Botros, Sylvia R Yun, Eun Young Park, Olga Kim, Soojin Park, Thu-Huyen Pham, Ruihong Chen, Murugesan Palaniappan, Martin M Matzuk, Jaeyeon Kim, Facundo M Fernández

Faculty, Staff and Students Publications

No effective screening tools for ovarian cancer (OC) exist, making it one of the deadliest cancers among women. Considering that little is known about the detailed progression and metastasis mechanism of OC at a molecular level, it is crucial to gain more insights into how metabolic and signaling alterations accompany its development. Herein, we present a comprehensive study using ultra-high-resolution Fourier transform ion cyclotron resonance matrix-assisted laser desorption/ionization (MALDI) mass spectrometry imaging (MSI) to investigate the spatial distribution and alterations of lipids in ovarian tissues collected from double knockout (n = 4) and triple mutant mouse models (n …


Disease Modeling Of Adamts9-Related Nephropathy Using Kidney Organoids Reveals Its Roles In Tubular Cells And Podocytes, Seyoung Yu, Yo Jun Choi, John Hoon Rim, Hye-Youn Kim, Nasim Bekheirnia, Sarah Jane Swartz, Hongzheng Dai, Shen Linda Gu, Soyeon Lee, Ryuichi Nishinakamura, Friedhelm Hildebrandt, Mir Reza Bekheirnia, Heon Yung Gee 2023 The Texas Medical Center Library

Disease Modeling Of Adamts9-Related Nephropathy Using Kidney Organoids Reveals Its Roles In Tubular Cells And Podocytes, Seyoung Yu, Yo Jun Choi, John Hoon Rim, Hye-Youn Kim, Nasim Bekheirnia, Sarah Jane Swartz, Hongzheng Dai, Shen Linda Gu, Soyeon Lee, Ryuichi Nishinakamura, Friedhelm Hildebrandt, Mir Reza Bekheirnia, Heon Yung Gee

Faculty, Staff and Students Publications

INTRODUCTION: Mutations in ADAMTS9 cause nephronophthisis-related ciliopathies (NPHP-RC), which are characterized by multiple developmental defects and kidney diseases. Patients with NPHP-RC usually have normal glomeruli and negligible or no proteinuria. Herein, we identified novel compound-heterozygous ADAMTS9 variants in two siblings with NPHP-RC who had glomerular manifestations, including proteinuria.

METHODS: To investigate whether ADAMTS9 dysfunction causes NPHP and glomerulopathy, we differentiated ADAMTS9 knockout human induced pluripotent stem cells (hiPSCs) into kidney organoids. Single-cell RNA sequencing was utilized to elucidate the gene expression profiles from the ADAMTS9 knockout kidney organoids.

RESULTS:ADAMTS9 knockout had no effect on nephron differentiation; however, it reduced …


Tissue-Specific Dna Methylation Variability And Its Potential Clinical Value, Ryan H Miller, Chad A Pollard, Kristin R Brogaard, Andrew C Olson, Ryan C Barney, Larry I Lipshultz, Erica B Johnstone, Yetunde O Ibrahim, James M Hotaling, Enrique F Schisterman, Sunni L Mumford, Kenneth I Aston, Tim G Jenkins 2023 The Texas Medical Center Library

Tissue-Specific Dna Methylation Variability And Its Potential Clinical Value, Ryan H Miller, Chad A Pollard, Kristin R Brogaard, Andrew C Olson, Ryan C Barney, Larry I Lipshultz, Erica B Johnstone, Yetunde O Ibrahim, James M Hotaling, Enrique F Schisterman, Sunni L Mumford, Kenneth I Aston, Tim G Jenkins

Faculty, Staff and Students Publications

Complex diseases have multifactorial etiologies making actionable diagnostic biomarkers difficult to identify. Diagnostic research must expand beyond single or a handful of genetic or epigenetic targets for complex disease and explore a broader system of biological pathways. With the objective to develop a diagnostic tool designed to analyze a comprehensive network of epigenetic profiles in complex diseases, we used publicly available DNA methylation data from over 2,400 samples representing 20 cell types and various diseases. This tool, rather than detecting differentially methylated regions at specific genes, measures the intra-individual methylation variability within gene promoters to identify global shifts away from …


Genetic Evaluation Of The Current Distribution And Possible Diffrentations Between Lasiurus Borealis And Lasiurus Frantzii In Southwestern North America, Zeinab M. Haidar 2023 Cal Poly Humboldt

Genetic Evaluation Of The Current Distribution And Possible Diffrentations Between Lasiurus Borealis And Lasiurus Frantzii In Southwestern North America, Zeinab M. Haidar

Cal Poly Humboldt theses and projects

Several recent accounts of overlap and historic misidentifications regarding two species of the genus Lasiurus, Western red bat (Lasiurus frantzii) and Eastern red bat (Lasiurus borealis), have cast doubt on our understanding of their distribution, assumed spatial allopatry, and interactions in the United States Southwest. With the use of morphometrics and genetic sequencing, utilizing tissue collected from specimens throughout California and adjoining states, we have reassessed the current distribution, best practices for field identification, and genetic differentiation between both species. Appropriate species classification by region was achieved utilizing mitochondrial DNA, targeting the cytochrome c oxidase …


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