Biology subjects

Wilburn, D. B.

Publications and source records attributed to Wilburn, D. B..

12 recordsLinked to original sources

bioRxiv2025

Optogenetic Clustering of Human IRE1 Reveals Differential Regulation of Transcription and mRNA Splice Isoform Abundance by the UPR

Inositol-requiring enzyme 1 (IRE1) is one of three known sensor proteins that respond to homeostatic perturbations in the metazoan endoplasmic reticulum. The three sensors collectively initiate an intertwined signaling network called the Unfolded Protein Response (UPR). Although IRE1 plays pivotal roles in human health and development, understanding its specific contributions to the UPR remains a challenge due to signaling crosstalk from the other two stress sensors. To overcome this problem, we engineered a light-activatable version of IRE1 and probed the transcriptomic effects of IRE1 activity in isolation from the other branches of the UPR. We demonstrate that 1) oligomerization alone is sufficient to activate IRE1 in human cells, 2) IRE1s transcriptional response evolves substantially under prolonged activation, and 3) the UPR induces major changes in mRNA splice isoform abundance in an IRE1-independent manner. Our data reveal previously unknown targets of IRE1 transcriptional regulation and direct degradation. Additionally, the tools developed here will be broadly applicable for precise dissection of signaling networks in diverse cell types, tissues, and organisms.

cell biology↗

bioRxiv2024

Mass spectral feature analysis of ubiquitylated peptides provides insights into probing the dark ubiquitylome

Ubiquitylation is a structurally and functionally diverse post translational modification that involves the covalent attachment of the small protein ubiquitin to other protein substrates. Trypsin-based proteomics is the most common approach for globally identifying ubiquitylation sites. However, we estimate that such methods are unable to detect ~40% of ubiquitylation sites in the human proteome - i.e., "the dark ubiquitylome" - including many important for human health and disease. In this meta-analysis of three large ubiquitylomic datasets, we performed a series of bioinformatic analyses to assess experimental features that could aid in uniquely identifying site-specific ubiquitylation events. Spectral predictions from Prosit were compared to experimental spectra of tryptic ubiquitylated peptides, revealing previously uncharacterized fragmentation of the diGly scar. Analysis of the LysC-derived ubiquitylated peptides reveal systematic, multidimensional peptide fragmentation, including diagnostic b-ions from fragmentation of the LysC ubiquitin scar. Comprehensively, these findings provide diagnostic spectral signatures of modification events that could applied to new analysis methods for non-tryptic ubiquitylomics.

biochemistry↗

bioRxiv2023

Deep learning from harmonized peptide libraries enables retention time prediction of diverse post translational modifications

In proteomics experiments, peptide retention time (RT) is an orthogonal property to fragmentation when assessing detection confidence. Advances in deep learning enable accurate RT prediction for any peptide from sequence alone, including those yet to be experimentally observed. Here we present Chronologer, an open-source software tool for rapid and accurate peptide RT prediction. Using new approaches to harmonize and false-discovery correct across independently collected datasets, Chronologer is built on a massive database with >2.2 million peptides including 10 common post-translational modification (PTM) types. By linking knowledge learned across diverse peptide chemistries, Chronologer predicts RTs with less than two-thirds the error of other deep learning tools. We show how RT for rare PTMs, such as OGlcNAc, can be learned with high accuracy using as few as 10-100 example peptides in newly harmonized datasets. This iteratively updatable workflow enables Chronologer to comprehensively predict RTs for PTM-marked peptides across entire proteomes.

bioinformatics↗

bioRxiv2023

Scribe: next-generation library searching for DDA experiments

Spectrum library searching is a powerful alternative to database searching for data dependent acquisition experiments, but has been historically limited to identifying previously observed peptides in libraries. Here we present Scribe, a new library search engine designed to leverage deep learning fragmentation prediction software such as Prosit. Rather than relying on highly curated DDA libraries, this approach predicts fragmentation and retention times for every peptide in a FASTA database. Scribe embeds Percolator for FDR correction and an interference tolerant label-free quantification integrator to enable an end-to-end proteomics workflow. By leveraging expected relative fragmentation and retention time values, we find that library searching with Scribe can outperform traditional database searching tools, both in terms of sensitivity and quantitative precision. Scribe and its graphical interface are easy to use, freely accessible, and fully open source.

bioinformatics↗

bioRxiv2022

Multivalent BARD1-nucleosome interactions facilitate H2A ubiquitylation by BRCA1/BARD1

BRCA1/BARD1 is a tumor suppressor E3 ubiquitin (Ub) ligase with roles in DNA damage repair and in transcriptional regulation. BRCA1/BARD1 RING domains interact with nucleosomes to facilitate mono-ubiquitylation of distinct residues on the C-terminal tail of histone H2A. These enzymatic domains constitute a small fraction of the heterodimer, raising the possibility of functional chromatin interactions involving other regions such as the BARD1 C-terminal domains that bind nucleosomes containing the DNA damage signal H2A K15-Ub and H4 K20me0, or portions of the expansive intrinsically disordered regions found in both subunits. Herein, we reveal novel interactions that support robust H2A ubiquitylation activity mediated through a high-affinity, intrinsically disordered DNA-binding region of BARD1. These interactions support BRCA1/BARD1 recruitment to chromatin and sites of DNA damage in cells and contribute to their survival. We also reveal distinct BRCA1/BARD1 complexes that depend on the presence of H2A K15-Ub, including a complex where a single BARD1 subunit spans adjacent nucleosome units. Our findings identify an extensive network of multivalent BARD1- nucleosome interactions that serve as a platform for BRCA1/BARD1-associated functions on chromatin.

biochemistry↗

bioRxiv2022

Domain expansion and functional diversification in vertebrate reproductive proteins

The rapid evolution of fertilization proteins can result in remarkable diversity in their structure and function. Many of the proteins in vertebrate egg coats contain copies (1-6) of the ZP-N domain. These ZP-N domains can facilitate multiple reproduction functions, including species-specific sperm recognition. We integrated phylogenetics and machine learning to investigate how ZP-N domains diversified in structure and function. The most C-terminal ZP-N domain of each paralog is associated with another domain type (ZP-C) which together form a "ZP module." All modular ZP-N domains were phylogenetically distinct from non-modular or free ZP-N domains. Machine learning-based classification identified 8 residues that form a stabilizing network in modular ZP-N domains that is absent in free domains. Positive selection was identified in some free ZP-N domains. Our findings suggest that purifying selection has conserved an essential structural core in modular ZP-N domains, while free N-terminal domains have been able to experience functionally diversify.

molecular biology↗

bioRxiv2022

Recurrent co-option and recombination of cytokine and three finger proteins in multiple reproductive tissues throughout salamander evolution

The proteomic composition of amphibian gametes is largely a molecular mystery, particularly for Urodeles (salamanders and newts) which have few genomic-scale resources. Lungless salamanders (family Plethodontidae) include approximately two thirds of all extant salamander species and are classic models of vertebrate mating behavior. As part of an extended, multi-stage courtship ritual, male plethodontid salamanders deliver rapidly evolving protein pheromones that modify female behavior and improve male reproductive success. Despite great interest in this set of pre-mating reproductive barriers, limited characterization of plethodontid gametes has prohibited investigation of post-mating pre-zygotic barriers such as sperm-egg recognition. In this study, we performed transcriptomic analyses of testis and ovary using long-read PacBio sequencing and proteomic analyses of sperm using mass spectrometry for two evolutionary divergent plethodontid species, Plethodon shermani and Desmognathus ocoee. In both species, many of the most abundant sperm proteins were paralogs of the courtship pheromones Plethodontid Receptivity Factor (PRF), Plethodontid Modulating Factor (PMF), and Sodefrin Precursor-like Factor (SPF). Sperm-specific paralogs of PMF and SPF are likely the most abundant secreted proteins in P. shermani and D. ocoee, respectively. In contrast, sperm PRF lacks a signal peptide and may be expressed in cytoplasm. PRF pheromone genes evolved independently multiple times through repeated gene duplication of sperm PRF genes and signal peptides recovered by recombination with PMF genes. Phylogenetic analysis of courtship pheromones and their sperm paralogs support that each protein family evolved for these two reproductive contexts at distinct evolutionary time points between 17 and 360 million years ago. As the first molecular characterization of salamander gametes, this study expands our knowledge of amphibian fertilization beyond frogs and provides novel insight into the evolutionary processes by which new, rapidly evolving reproductive proteins may evolve.

evolutionary biology↗

bioRxiv2021

Data-independent acquisition protease-multiplexing enables increased proteome sequence coverage across multiple fragmentation modes

The use of multiple proteases has been shown to increase protein sequence coverage in proteomics experiments, however due to the additional analysis time required, it has not been widely adapted in routine data-dependent acquisition (DDA) proteomic workflows. Alternatively, data-independent acquisition (DIA) has the potential to analyze multiplexed samples from different protease digests, but has been primarily optimized for fragmenting tryptic peptides. Here we evaluate a DIA multiplexing approach that combines three proteolytic digests (Trypsin, AspN, and GluC) into a single sample. We first optimize data acquisition conditions for each protease individually with both the canonical DIA fragmentation mode (beam type CID), as well as resonance excitation CID, to determine optimal consensus conditions across proteases. Next, we demonstrate that application of these conditions to a protease-multiplexed sample of human peptides results in similar protein identifications and quantitative performance as compared to trypsin alone, but enables up to a 63% increase in peptide detections, and a 27% increase non-redundant amino acid detections. Importantly, this resulted in 100% sequence coverage for numerous proteins, suggesting the utility of this approach in applications where sequence coverage is critical, such as proteoform analysis.

systems biology↗

bioRxiv2020

Proteomics support the threespine stickleback egg coat as a protective oocyte envelope

After the end of the last ice age, ancestrally marine threespine stickleback fish (Gasterosteus aculeatus) have undergone an adaptive radiation into freshwater environments throughout the Northern Hemisphere, creating an excellent model system for studying molecular adaptation and speciation. Stickleback populations are reproductively isolated to varying degrees, despite the fact that they can be crossed in the lab to produce viable offspring. Ecological and behavioral factors have been suggested to underlie incipient stickleback speciation. However, reproductive proteins represent a previously unexplored driver of speciation. As mediators of gamete recognition during fertilization, reproductive proteins both create and maintain species boundaries. Gamete recognition proteins are also frequently found to be rapidly evolving, and their divergence may culminate in reproductive isolation and ultimately speciation. As an initial investigation into the contribution of reproductive proteins to stickleback reproductive isolation, we characterized the egg coat proteome of threespine stickleback eggs. In agreement with other teleosts, we find that stickleback egg coats are comprised of homologs to the zona pellucida (ZP) proteins ZP1 and ZP3. We explore aspects of stickleback ZP protein biology, including glycosylation, disulfide bonding, and sites of synthesis, and find many substantial differences compared to their mammalian homologs. Furthermore, molecular evolutionary analyses indicate that ZP3, but not ZP1, has experienced positive Darwinian selection across teleost fish. Taken together, these changes to stickleback ZP protein architecture suggest that the egg coats of stickleback fish, and perhaps fish more generally, have evolved to fulfill a more protective functional role than their mammalian counterparts. Data are available via ProteomeXchange with identifiers PXD017488 and PXD017489.

molecular biology↗

bioRxiv2019

Indirect sexual selection drives rapid sperm protein evolution

Sexual selection can explain rapid evolution of fertilization proteins, yet sperm proteins evolve rapidly even if they are not directly involved in fertilization. Here we demonstrate that FITZAP, an intrinsically disordered sperm protein in the marine mollusk abalone, exploits differences in the intracellular and oceanic ionic environments to package the fertilization protein lysin at extraordinary concentrations inside sperm by forming Fuzzy Interacting Transient Zwitterion (FITZ) complexes. FITZAP binds lysin at the same protein interface as its egg receptor VERL, and as sexual selection rapidly alters the lysin-VERL interface, FITZAP coevolves rapidly to maintain lysin binding. Consequently, FITZAP-lysin interactions exhibit a similar species-specificity as lysin-VERL interactions. Thus, tethered molecular arms races driven by sexual selection can generally explain rapid sperm protein evolution.\n\nOne Sentence SummaryStructural study of sperm proteins reveals a novel protein packaging/dispersion system embedded in a coevolutionary arms race.

biochemistry↗

bioRxiv2018

An annual cycle of gene regulation in the red-legged salamander mental gland: from hypertrophy to expression of rapidly evolving pheromones

Cell differentiation is mediated by synchronized waves of coordinated expression for hundreds to thousands of genes, and must be an exquisitely regulated process to produce complex tissues and phenotypes. For many animal species, sexual selection has driven the development of elaborate male ornaments, requiring sex-specific differentiation pathways. One such male ornament is the pheromone-producing mental gland of the red-legged salamander (Plethodon shermani). Mental gland development follows an annual cycle of extreme hypertrophy, production of pheromones for the ~2 month mating season, and then complete resorption before repeating the process in the following year. At the peak of the mating season, the transcriptional and translational machinery of the mental gland are almost exclusively redirected to synthesis of many rapidly evolving pheromones. Of these pheromones, Plethodontid Modulating Factor (PMF) has experienced an unusual history of disjunctive evolution: following gene duplication, positive sexual selection has diversified the protein coding region while the untranslated regions have been conserved by purifying selection. However, the molecular underpinnings that bridge the processes of gland hypertrophy, pheromone synthesis, and disjunctive evolution remain to be determined and are the focus of the present investigation. Using Illumina sequencing, we prepared a de novo transcriptome of the mental gland at six stages of development. Differential expression analysis and immunohistochemistry revealed that the mental gland initially adopts a highly proliferative, almost tumor-like phenotype, followed by a rapid increase in pheromone mRNA and protein levels. One likely player in this transition is Cold Inducible RNA Binding Protein (CIRBP), which selectively and cooperatively binds the highly conserved PMF 3' UTR. CIRBP, along with other stress response proteins, have seemingly been co-opted to aid in mental gland development by helping to regulate pheromone synthesis. The P. shermani mental gland utilizes a complex system of transcriptional and post-transcriptional gene regulation to facilitate its hypertrophication and pheromone synthesis. The data support the evolutionary interplay of both coding and noncoding segments in rapid gene evolution, and necessitate study of the co-evolution of pheromone gene products along with their transcriptional and translational regulators. Additionally, the mental gland could be a powerful emerging model of regulated proliferation and subsequent resorption of a tissue, within the dermis, thus having potential links to skin cancer biology.

molecular biology↗

bioRxiv2017

Solution structure of sperm lysin yields novel insights into molecular dynamics of rapid protein evolution

Protein evolution is driven by the sum of different physiochemical and genetic processes that usually results in strong purifying selection to maintain biochemical functions. However, proteins that are part of systems under arms race dynamics often evolve at unparalleled rates that can produce atypical biochemical properties. In the marine mollusk abalone, lysin and VERL are a pair of rapidly coevolving proteins that are essential for species-specific interactions between sperm and egg. Despite extensive biochemical characterization of lysin, including crystal structures of multiple orthologs, it was unclear how sites under positive selection may facilitate recognition of VERL. Using a combination of targeted mutagenesis and multidimensional NMR, we present a high-definition solution structure of sperm lysin from red abalone (Haliotis rufescens). Unapparent from the crystallography data, multiple NMR-based analyses conducted in solution reveal clustering of the N-and C-termini to form a nexus of 13 positively selected sites that constitute a VERL binding interface. Evolutionary rate was found to be a significant predictor of backbone flexibility, which may be critical for lysin bioactivity and / or accelerated evolution. These flexible, rapidly evolving segments that constitute the VERL binding interface were also the most distorted regions of the crystal structure relative to what was observed in solution. While lysin has been the subject of extensive biochemical and evolutionary analyses for more than 30 years, this study highlights the enhanced insights gained from applying NMR approaches to rapidly evolving proteins.\n\nSignificanceThe fertilization of eggs by sperm is a critical biological process for nearly all sexually reproducing organisms to propagate their genetic information. Despite the importance of fertilization, the molecules that mediate egg-sperm interactions have been characterized for only a few species, and the biochemical mechanisms underlying these interactions are even less well understood. In the marine mollusk abalone, sperm lysin interacts with egg VERL in a species-specific manner to facilitate fertilization. In this report, we characterized the solution structure and molecular evolution of sperm lysin from red abalone (Haliotis rufescens), and identified the VERL binding interface as well as important lysin dimer interactions that have emerged as part of an incessant sexual arms race.

evolutionary biology↗