Biology subjects

Wall, J. D.

Publications and source records attributed to Wall, J. D..

At least 19 recordsLinked to original sources

bioRxiv2026

Census and genetic analysis of the United States marmoset population

The common marmoset (Callithrix jacchus), a small monkey native to Brazil, has been used as a biomedical model in the United States (US) since the 1950s, yet the origins, genomic diversity, and population structure of current colonies remain poorly defined. Through the NIH Marmoset Coordinating Center, we registered and sampled most US research marmosets ([~]2,300 living animals) and assembled pedigrees and historical records for >10,000 individuals. We present a resource of >800 whole-genome sequences, largely from US colonies. These data reveal an unexpected population structure that predates the establishment of research colonies. Indeed, this population structure mirrors variation found in marmosets across Brazil. Leveraging sequenced families, we generate the first pedigree-based recombination map and improved estimates of de novo mutation processes for this species. Our insights into genetic diversity, structure, and inbreeding will guide colony management, inform disease modelling and strengthen the marmosets standing as a biomedical model. Further, this work demonstrates how coordinated efforts across colonies can enable a self-sustaining "living laboratory", supporting data sharing and well-powered studies beyond the reach of single institutions.

genetics↗

bioRxiv2024

The usual and unusual functions of thioredoxins in the metabolism and stress-response of sulfate-reducing bacteria

Thioredoxins are small, universal, disulfide isomerase proteins with required functions in oxidative stress response and RNA synthesis, among others. However, little is known about how anaerobic organisms maintain their intracellular redox balance or how thioredoxins may function differently under anaerobic metabolism. In this study, we investigated the roles of thioredoxins in sulfate-reducing microorganisms (SRMs). SRMs use sulfate as their primary electron acceptor in respiration to produce sulfide and are found in various environments including marine, freshwater sediments, guts and biofilms on ferrous metals where corrosion occurs. We found SRMs lack common redox maintenance molecules and macromolecules but have many and varied thioredoxins belonging to three types. Then, we probed their functions in the model SRM, Desulfovibrio vulgaris Hildenborough (DvH), by an in vivo disulfide bond capture proteomics experiment in both non-stressed and oxidatively stressed conditions. Our results demonstrated that thioredoxin 1 (Trx1) was essential in DvH and selectively responded to oxidative stress. Our data supported its role in RNA synthesis and energy transduction since Trx1 interacted with DsrC and QmoB. Thioredoxin 3 (Trx3), an atypical thioredoxin, was observed to have roles in sulfur transfer and dissimilatory sulfur metabolism. Next, DvH thioredoxin system protein encoding genes were deleted and single deletion mutant strains were tested for growth phenotypes under a variety of different electron donors, acceptors and toxic metal stresses. It is found that dissimilatory sulfate reduction improves resistance of DvH to metal stress. It appeared the sulfide provided certain protection to DvH from silver and uranium stress. ImportanceWe put forth new functions for thioredoxins and a more robust understanding of sulfate reducing microorganisms physiology. Thioredoxin is of general interest because it has been widely studied for redox homeostasis or cancer therapies dealing with the excess of reactive oxygen species (ROS). Our results indicated that these proteins do have functions in stress response, even in microorganisms that generate large amounts of sulfide. We also identified interaction partners for an atypical thioredoxin, suggesting distinct roles from conserved thioredoxin. Mechanisms of metal stress response were found to be different than direct oxidative stress. Thioredoxin did not appear to be involved in uranium reduction electron transfer pathways, contradicting a hypothesis from the literature.

microbiology↗

bioRxiv2022

Biofilm competency of Desulfovibrio vulgaris Hildenborough facilitates colonization in the gut and represses adenoma development in a rat model of colon cancer

Human epidemiological and animal model studies have shown that the presence of colon cancer is associated with certain microbiota. Previous human colon cancer case-control reports and our preclinical model studies identify several bacterial taxa correlating with the suppression of tumor growth. This includes a sulfate-reducing bacteria from the genus Desulfovibrio, which correlates with fewer tumors and decreased phenotype penetrance as early as 1 month of age in rats. However, other studies have shown that Desulfovibrio spp. are decreased in relative abundance in healthy patient controls. To address this disparity we treated PIRC rats, a model of human familial colon cancer that harbored a complex gut microbiota, with biofilm-forming and biofilm-deficient strains of the sulfate-reducing bacterium Desulfovibrio vulgaris Hildenborough (DvH). We found that the biofilm-forming DvH strain could stably colonize the rat colon, with the bacteria detected even at 3.5 months post treatment. The biofilm-deficient DvH mutant only transiently colonized the rat colon and was no longer detected in fecal samples one-week post treatment. The colonic adenoma burden at four months of age was significantly reduced in rats colonized with the biofilm- forming DvH compared to those treated with the biofilm-deficient DvH. We found a differential shift in the endogenous gut microbiota (GM) structure over time, with a notable increase in known mucin degraders in the buffer-treated control and biofilm-deficient DvH treated groups. These latter groups of rats also showed a higher level of expression of MUC2 in the colon, which encodes for the sulfonated mucin 2 expressed primarily in the gut and trachea. We also detected more dissolved sulfide in the feces from rats treated with either buffer or biofilm-deficient DvH compared to rats colonized with the biofilm-competent DvH. We found that the in vitro biofilm- forming capacity of DvH enabled in vivo engraftment of this bacterium within a complex GM population, altering the bacterial composition, and significantly reducing tumor burden in PIRC rats.

microbiology↗

bioRxiv2022

How a Formate Dehydrogenase Responds to Oxygen: Unexpected O2 Insensitivity of an Enzyme Harboring Tungstopterin, Selenocysteine, and Clusters.

The reversible two-electron interconversion of formate and CO2 is catalyzed by both non-metallo and metallo-formate dehydrogenases (FDHs). The latter group comprises molybdenum-or tungsten-containing enzymes with the metal coordinated by two equivalents of a pyranopterin cofactor, a cysteinyl or selenocysteinyl ligand supplied by the polypeptide, and a catalytically essential terminal sulfido ligand. In addition, these biocatalysts incorporate one or more [4Fe-4S] clusters for facilitating long-distance electron transfer. But an interesting dichotomy arises when attempting to understand how the metallo-FDHs react with O2. Whereas existing scholarship portrays these enzymes as being unable to perform in air due to extreme O2 lability of their metal centers, studies dating as far back as the 1930s emphasize that some of these systems exhibit formate oxidase (FOX) activity, coupling formate oxidation to O2 reduction. Therefore, to reconcile these conflicting views, we explored context-dependent functional linkages between metallo-FDHs and their cognate electron acceptors within the same organism vis-a-vis catalysis under atmospheric conditions. Here, we report the discovery and characterization of an O2-insensitive FDH2 from the sulfate-reducing bacterium Desulfovibiro vulgaris Hildenborough that ligates tungsten, selenocysteine, and four [4Fe-4S] clusters. Notably, we advance a robust expression platform for its recombinant production, eliminating both the requirement of nitrate or azide during purification and reductive activation with thiols and/or formate prior to catalysis. Because the distinctive spectral signatures of formate-reduced DvH-FDH2 remain invariant under anaerobic and aerobic conditions, we benchmarked the enzyme activity in air, identifying CO2 as the bona fide product of catalysis. Full reaction progress curve analysis uncovers a high catalytic efficiency when probed with an artificial electron acceptor pair. Furthermore, we show that DvH-FDH2 enables hydrogen peroxide production sans superoxide release to achieve O2 insensitivity. Direct electron transfer to cytochrome c in air also reveals that electron bifurcation is operational in this system. Taken together, our work unambiguously proves for the first time the coexistence of redox bifurcated FDH and FOX activities within a metallo-FDH scaffold. These findings have important implications for engineering O2-tolerant FDHs and bio-inspired artificial metallocatalysts, as well as for the development of authentic formate/air biofuel cells, modulation of catalytic bias, assessing the limits of reversible catalysis, understanding directional electron transfer, and discerning formate bioenergetics of gut microbiota.

biochemistry↗

bioRxiv2021

High-altitude adaptation and incipient speciation in geladas

Survival at high altitude requires adapting to extreme conditions such as environmental hypoxia. To understand high-altitude adaptations in a primate, we assembled the genome of the gelada (Theropithecus gelada), an endemic Ethiopian monkey, and complemented it with population resequencing, hematological, and morphometric data. Unexpectedly, we identified a novel karyotype that may contribute to reproductive isolation between gelada populations. We also identified genomic elements including protein-coding sequences and gene families that exhibit accelerated changes in geladas and may contribute to high-altitude adaptation. Our findings lend insight into mechanisms of speciation and adaptation while providing promising avenues for functional hypoxia research.

genomics↗

bioRxiv2021

Selection against admixture and gene regulatory divergence in a long-term primate field study

Admixture has profoundly influenced evolution across the tree of life, including in humans and other primates1,2. However, we have limited insight into the genetic and phenotypic consequences of admixture in primates, especially during its key early stages. Here, we address this gap by combining 50 years of field observations with population and functional genomic data from yellow (Papio cynocephalus) and anubis (P. anubis) baboons in Kenya, in a longitudinally studied population that has experienced both historical and recent admixture3. We use whole-genome sequencing to characterize the extent of the hybrid zone, estimate local ancestry for 442 known individuals, and predict the landscape of introgression across the genome. Despite no major fitness costs to hybrids, we identify signatures of selection against introgression that are strikingly similar to those described for archaic hominins4-6. These signatures are strongest near loci with large ancestry effects on gene expression, supporting the importance of gene regulation in primate evolution and the idea that selection targeted large regulatory effects following archaic hominin admixture7,8. Our results show that genomic data and field observations of hybrids are important and mutually informative. They therefore demonstrate the value of other primates as living models for phenomena that we cannot observe in our own lineage.

evolutionary biology↗

bioRxiv2021

Biofilm Interaction Mapping and Analysis (BIMA): A tool for deconstructing interspecific interactions in co-culture biofilms

Pseudomonas species are ubiquitous in nature and include numerous medically, agriculturally and technologically beneficial strains of which the interspecific interactions are of great interest for biotechnologies. Specifically, co-cultures containing Pseudomonas stutzeri have been used for bioremediation, biocontrol, aquaculture management and wastewater denitrification. Furthermore, the use of P. stutzeri biofilms, in combination with consortia based approaches, may offer advantages for these processes. Understanding the interspecific interaction within biofilm co-cultures or consortia provides a means for improvement of current technologies. However, the investigation of biofilm based consortia has been limited. We present an adaptable and scalable method for the analysis of macroscopic interactions (colony morphology, inhibition and invasion) between colony forming bacterial strains using an automated printing method followed by analysis of the genes and metabolites involved in the interactions. Using Biofilm Interaction Mapping and Analysis (BIMA), these interactions were investigated between P. stutzeri strain RCH2, a denitrifier isolated from chromium (VI) contaminated soil, and thirteen other species of pseudomonas isolated from non-contaminated soil. The metabolites and genes associated with both active co-culture growth and inhibitory growth were investigated using mass spectrometry based metabolomics and mutant fitness profiling of a DNA-barcoded mutant library. One interaction partner, Pseudomonas fluorescens N1B4 was selected for mutant fitness profiling; with this approach four genes of importance were identified and the effects on interactions were evaluated with deletion mutants and metabolomics. IMPORTANCEThe Biofilm Interaction Mapping and Analysis (BIMA) methodology provides a way to rapidly screen for positive and negative interspecific interactions, followed by an analysis of the genes and metabolites that may be involved. Knowledge of these may offer opportunities for engineered strains with improved function in biotechnology systems. P. stutzeri, an organism with wide-spread utilization in consortia based biotechnologies, was used to demonstrate the utility of this approach. Where little is known about the factors influencing biofilm based interactions, elucidation of the genes and metabolites involved allows for better control of the system for improved function or yield.

microbiology↗

bioRxiv2021

Large-scale Genetic Characterization of a Model Sulfate Reducing Bacterium

Sulfate-reducing bacteria (SRB) are obligate anaerobes that can couple their growth to the reduction of sulfate. Despite the importance of SRB to global nutrient cycles and their damage to the petroleum industry, our molecular understanding of their physiology remains limited. To systematically provide new insights into SRB biology, we generated a randomly barcoded transposon mutant library in the model SRB Desulfovibrio vulgaris Hildenborough (DvH) and used this genome-wide resource to assay the importance of its genes under a range of metabolic and stress conditions. In addition to defining the essential gene set of DvH, we identified a conditional phenotype for 1,137 non-essential genes. Through examination of these conditional phenotypes, we were able to make a number of novel insights into our molecular understanding of DvH, including how this bacterium synthesizes vitamins. For example, we identified DVU0867 as an atypical L-aspartate decarboxylase required for the synthesis of pantothenic acid, provided the first experimental evidence that biotin synthesis in DvH occurs via a specialized acyl carrier protein and without methyl esters, and demonstrated that the uncharacterized dehydrogenase DVU0826:DVU0827 is necessary for the synthesis of pyridoxal phosphate. In addition, we used the mutant fitness data to identify genes involved in the assimilation of diverse nitrogen sources, and gained insights into the mechanism of inhibition of chlorate and molybdate. Our large-scale fitness dataset and RB-TnSeq mutant library are community-wide resources that can be used to generate further testable hypotheses into the gene functions of this environmentally and industrially important group of bacteria.

microbiology↗

bioRxiv2020

The bear bones: mosaic ancestry of Macaca arctoides explains divergent baculum morphology

Genital divergence is thought to contribute to reproductive barriers by establishing a "lock- and-key" mechanism for reproductive compatibility. One such example, Macaca arctoides, the bear macaque, has compensatory changes in both male and female genital morphology as compared to close relatives. Macaca arctoides also has a complex evolutionary history, having extensive introgression between the fascicularis and sinica macaque species groups. Here, phylogenetic relationships were analyzed via whole genome sequences from five species, including M. arctoides, and two species each from the putative parental species groups. This analysis revealed [~]3x more genomic regions supported placement in the sinica species group as compared to the fascicularis species group. Additionally, introgression analysis of the M. arctoides genome revealed it is a mosaic of recent polymorphisms shared with both species groups. To examine the evolution of their unique genital morphology further, the prevalence of candidate genes involved in genital morphology were compared against genome-wide outliers in various population genetic metrics, while accounting for background variation in recombination rate. This analysis identified 66 outlier genes, including several genes that influence baculum morphology in mice, which were of interest since the bear macaque has the longest primate baculum. The mean of several metrics was statistically different in the candidate genes as compared to the rest of the genome, suggesting that genes involved in genital morphology have increased divergence and decreased diversity beyond expectations. These results highlight how extensive introgression may have contributed to reproductive isolation and shaped the unique genital morphology in the bear macaque.

evolutionary biology↗

bioRxiv2020

Genomic variation and population histories of spotted (Strix occidentalis) and barred (S. varia) owls

Spotted owls (SO, Strix occidentalis) are a keystone species inhabiting old-growth forests in Western North America. In recent decades, their populations have declined due to ongoing reductions in suitable habitat caused by logging, wildfires, and competition with the congeneric barred owl (BO, Strix varia). The northern spotted owl (subspecies S. o. caurina) has been listed as "threatened" under the Endangered Species Act since 1990. Here we present a comprehensive look at genetic variation to elucidate the population histories of SO and invading western BO. Specifically, we present an improved SO genome assembly, based on 10x and Bionano Genomics data, along with 51 high-coverage whole-genome sequences including 11 SO from two subspecies (caurina and occidentalis), 25 BO, 2 confirmed and 13 potential hybrids. We identified potential hybrids based on intermediate morphology and found them to be a mixture of pure BO, F1 hybrids, and F1 x BO backcrosses. Unlike previous studies reporting asymmetries in the species-specific genders of the parents of F1 hybrids, we did not observe any significant asymmetry. Within species, we found that Western BO genetic variation is not simply a subset of the genetic variation in Eastern BO, suggesting that the two groups have been genetically isolated for longer (thousands of years) than previously suspected (80-130 years). Similarly, we found evidence of substantial genetic differentiation between the two SO subspecies. Finally, our analyses suggest that Northern SO experienced a moderate population bottleneck around the end of the last glaciation, while BO population sizes have always been large.

evolutionary biology↗

bioRxiv2019

A comparison of humans and baboons suggests germline mutation rates do not track cell divisions

In humans, most germline mutations are inherited from the father. This observation is widely interpreted as resulting from the replication errors that accrue during spermatogenesis. If so, the male bias in mutation should be substantially lower in a closely related species with similar rates of spermatogonial stem cell divisions but a shorter mean age of reproduction. To test this hypothesis, we resequenced two 3-4 generation nuclear families (totaling 29 individuals) of olive baboons (Papio anubis), who reproduce at ~10 years of age on average. We inferred sex-specific mutation rates by analyzing the data in parallel with three three-generation human pedigrees (26 individuals). The mutation rate per generation in baboons is 0.55x10-8 per base pair, approximately half that of humans. Strikingly, however, the degree of male mutation bias is approximately 3:1, similar to that of humans; in fact, a similar male bias is seen across mammals that reproduce months, years or decades after birth. These results echo findings in humans that the male bias is stable with parental ages and cast further doubt on the assumption that germline mutations track cell divisions. Our mutation rate estimates for baboons raise a further puzzle in suggesting a divergence time between apes and Old World Monkeys of 67 My, too old to be consistent with the fossil record; reconciling them now requires not only a slowdown of the mutation rate per generation in humans but also in baboons.

evolutionary biology↗

bioRxiv2019

Integrated characterization of subsurface media from locations up- and down-gradient of a uranium-contaminated aquifer

The processing of sediment to accurately characterize the spatially-resolved depth profiles of geophysical and geochemical properties along with signatures of microbial density and activity remains a challenge especially in complex contaminated environments. To provide site assessment for a larger study, we processed cores from two sediment boreholes from background and contaminated core sediments and surrounding groundwater from the ENIGMA Field Research Site at the United States Department of Energy (DOE) Oak Ridge Reservation (ORR). We compared fresh core sediments by depth to capture the changes in sediment structure, sediment minerals, biomass, and pore water geochemistry in terms of major and trace elements including contaminants, cations, anions, and organic acids. Soil porewater samples were matched to groundwater level, flow rate, and preferential flows and compared to homogenized groundwater-only samples from neighboring monitoring wells. This environmental systems approach provided detailed site-specific biogeochemical information from the various properties of subsurface media to reveal the influences of solid, liquid, and gas phases. Groundwater analysis of nearby wells only revealed high sulfate and nitrate concentrations while the same analysis using sediment pore water samples with depth was able to suggest areas high in sulfate- and nitrate- reducing bacteria based on their decreased concentration and production of reduced by-products that could not be seen in the groundwater samples. Positive correlations among porewater content, total organic carbon, trace metals and clay minerals revealed a more complicated relationship among contaminant, sediment texture, groundwater table, and biomass. This suggested that groundwater predominantly flowed through preferential paths with high flux and little mixing with water in the interstices of sediment particles, which could impact microbial activity. The abundant clay minerals with high surface area and high water-holding capacity of micro-pores of the fine clay rich layer suggest suppression of nutrient supply to microbes from the surface. The fluctuating capillary interface had high concentrations of Fe and Mn-oxides combined with trace elements including U, Th, Sr, Ba, Cu, and Co. This suggests the mobility of highly toxic elements, sediment structure, and biogeochemical factors are all linked together to impact microbial communities, emphasizing that solid interfaces play an important role in determining the abundance of bacteria in the sediments.

systems biology↗

bioRxiv2019

Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data

Besides macaques, baboons are the most commonly used nonhuman primate in biomedical research. Despite this importance, the genomic resources for baboons are quite limited. In particular, the current baboon reference genome Panu_3.0 is a highly fragmented, reference-guided (i.e., not fully de novo) assembly, and its poor quality inhibits our ability to conduct downstream genomic analyses. Here we present a truly de novo genome assembly of the olive baboon (Papio anubis) that uses data from several recently developed single-molecule technologies. Our assembly, Panubis1.0, has an N50 contig size of ~1.46 Mb (as opposed to 139 Kb for Panu_3.0), and has single scaffolds that span each of the 20 autosomes and the X chromosome. We highlight multiple lines of evidence (including Bionano Genomics data, pedigree linkage information, and linkage disequilibrium data) suggesting that there are several large assembly errors in Panu_3.0, which have been corrected in Panubis1.0.

genomics↗

bioRxiv2019

Kinetics of enzymatic mercury methylation at nanomolar concentrations catalyzed by HgcAB

Methylmercury (MeHg) is a potent neurotoxin that bioaccumulates in fish. MeHg is generated by anaerobic bacteria and archaea possessing the gene pair hgcAB. Although bacterial mercury (Hg) methylation has been characterized in vivo, the specific role of HgcAB in catalyzing Hg methylation is not well understood. Here we report the kinetics of HgcAB-mediated Hg methylation in cell lysates of Desulfovibrio desulfuricans ND132 at nanomolar Hg concentrations. The enzymatic Hg methylation mediated by HgcAB is highly oxygen-sensitive, irreversible, and follows Michaelis-Menten kinetics with an apparent KM of 3.2 nM and Vmax of 19.7 fmol{middle dot}min-1{middle dot}mg-1 total protein for the substrate Hg(II). Although the abundance of HgcAB in the cell lysates is extremely low, Hg(II) was quantitatively converted to MeHg at subnanomolar substrate concentrations. Supplementation with ATP, methyltetrahydrofolate, or pyruvate did not enhance MeHg production under the experimental conditions. Insight into the kinetics of Hg methylation catalyzed by HgcAB advances our understanding of the complex global Hg cycle.

biochemistry↗

bioRxiv2018

Analysis of 100 high coverage genomes from a pedigreed captive baboon colony

Baboons (genus Papio) are broadly studied in the wild and in captivity. They are widely used as a non-human primate model for biomedical studies, and the Southwest National Primate Research Center (SNPRC) at Texas Biomedical Research Institute has maintained a large captive baboon colony for more than 50 years. Unlike other model organisms though, the genomic resources for baboons are severely lacking. This has hindered the progress of studies using baboons as a model for basic biology or human disease. Here, we describe a dataset of 100 high-coverage whole-genome sequences obtained from the mixed colony of olive (P. anubis) and yellow (P. cynocephalus) baboons housed at the SNPRC. These data provide a comprehensive catalog of common genetic variation in baboons, as well as a fine-scale genetic map. We show how the data can be used to learn about ancestry and admixture, and to correct errors in the colony records. Finally, we investigated the consequences of inbreeding within the SNPRC colony and found clear evidence for increased rates of juvenile mortality and increased homozygosity of putatively deleterious alleles in inbred individuals.

genomics↗

bioRxiv2018

Evaluating the quality of the 1000 Genomes Project data

Data from the 1000 Genomes project is quite often used as a reference for human genomic analysis. However, its accuracy needs to be assessed to understand the quality of predictions made using this reference. We present here an assessment of the genotype, phasing, and imputation accuracy data in the 1000 Genomes project. We compare the phased haplotype calls from the 1000 Genomes project to experimentally phased haplotypes for 28 of the same individuals sequenced using the 10X Genomics platform. We observe that phasing and imputation for rare variants are unreliable, which likely reflects the limited sample size of the 1000 Genomes project data. Further, it appears that using a population specific reference panel does not improve the accuracy of imputation over using the entire 1000 Genomes data set as a reference panel. We also note that the error rates and trends depend on the choice of definition of error, and hence any error reporting needs to take these definitions into account.

genomics↗

bioRxiv2018

Whole-genome analysis of introgression between the spotted owl and barred owl (Strix occidentalis and Strix varia, respectively; Aves: Strigidae) in western North America

As the barred owl (Strix varia; Aves: Strigiformes: Strigidae) expands throughout western North America, hybridization between barred and spotted owls (Strix varia and S. occidentalis, respectively), if abundant, may lead to genetic swamping of the endangered spotted owl. We analyzed low-coverage, whole-genome sequence data from fifty-one barred and spotted owls to investigate recent introgression between these two species. Although we obtained genomic confirmation that these species can and do hybridize and backcross, we found no evidence of widespread introgression. Plumage characteristics of western S. varia that suggested admixture with S. occidentalis appear unrelated to S. occidentalis ancestry and may instead reflect local selection.

genomics↗

bioRxiv2018

Whole-genome sequences suggest long term declines of spotted owl (Strix occidentalis) (Aves: Strigiformes: Strigidae) populations in California

We analyzed whole-genome data of four spotted owls (Strix occidentalis) to provide a broad-scale assessment of the genome-wide nucleotide diversity across S. occidentalis populations in California. We assumed that each of the four samples was representative of its population and we estimated effective population sizes through time for each corresponding population. Our estimates provided evidence of long-term population declines in all California S. occidentalis populations. We found no evidence of genetic differentiation between northern spotted owl (S. o. caurina) populations in the counties of Marin and Humboldt in California. We estimated greater differentiation between populations at the northern and southern extremes of the range of the California spotted owl (S. o. occidentalis) than between populations of S. o. occidentalis and S. o. caurina in northern California. The San Diego County S. o. occidentalis population was substantially diverged from the other three S. occidentalis populations. These whole-genome data support a pattern of isolation-by-distance across spotted owl populations in California, rather than elevated differentiation between currently recognized subspecies.

genomics↗