Biology subjects

Benayoun, B. A.

Publications and source records attributed to Benayoun, B. A..

At least 19 recordsLinked to original sources

bioRxiv2026

Temporal control of mitochondrial mutagenesis reveals the fate of mtDNA mutations with age

Mutations in the mitochondrial genome (mtDNA) play a critical role in the aging process and a wide variety of age-related diseases. However, it remains unclear when the mutations that drive physiological decline arise. To answer this question, we generated a new mouse model in which mitochondrial mutagenesis can be confined to a defined window of time. Surprisingly, we found that mutations that arise during the first two months of life are sufficient to drive a wide variety of age-related pathologies, and that the severity of this pathology is broadly regulated by distinct, tissue-specific selective pressures that control the fate of mtDNA mutations with age. Further, we found that selection against deleterious variants can be modulated by manipulation of mitochondrial fusion in vitro and in vivo. These observations raise the possibility that in some tissues, the pace of aging is pre-determined by events that occur early in life and that interventions targeting mitochondrial fusion may be able to slow down or reverse the expansion of these pathogenic variants. These results carry far-reaching implications for strategies aimed at preventing or delaying age-related decline.

genetics↗

bioRxiv2026

Acute LINE-1 overexpression rewires the transcriptome, proteome and secretome of primary human fibroblasts

A large portion of eukaryotic genomes is composed of transposable elements, which are usually kept repressed in young, healthy cells but can be derepressed in response to cell senescence and organismal aging. LINE-1 (L1) is the most abundant TE in the human genome by percent coverage, and its derepression has been implicated in inflammaging responses. However, whether L1 transcription itself is sufficient to drive aging-associated molecular phenotypes in healthy cells has not been extensively explored. Here, we leverage a multi-omic approach combining transcriptomics, proteomics, and secretomics of primary human IMR-90 fibroblasts transiently overexpressing a human L1Hs element in order to define the systems-level consequences of L1 transcription. Intriguingly, transient L1Hs overexpression induced widespread remodeling of the transcriptome, proteome and secretome, impacting pathways related to cell cycle regulation and interferon signaling. Interrogation of multiple independent L1 elements revealed both shared and distinct cellular responses to acute expression. Thus, our findings demonstrate that acute L1 expression induces coordinated molecular remodeling extending beyond canonical retrotransposition-associated pathways, rather than simply mimicking senescence or triggering antiviral signaling. This study establishes a comprehensive multi-omics resource for investigating the impact of L1 transcription in human cells and highlights the need to consider individual transposable element families as distinct regulators of cellular state during aging and disease.

genomics↗

bioRxiv2026

Reversible, Sexually Dimorphic Sympathetic Aging: Distal Axon Withdrawal Shaped by Prepubertal Gonadal Influences

Peripheral innervation declines with age, but whether this process is sexually dimorphic and whether it reflects neuronal degeneration or deterioration of nerve-target interactions remain unclear. Using mouse skin as a defined neuroeffector system, we show that sympathetic aging is strongly sexually dimorphic, with greater denervation in aged males. Skin-projecting sympathetic neurons remain intact, indicating that denervation reflects distal axon withdrawal rather than neuronal loss. Nerve-target interactions and the arrector pili muscle niche deteriorate with age, predominantly in males. Aged sympathetic neurons retain NGF responsiveness, and restoring NGF within arrector pili muscles promotes sympathetic reinnervation and hair regeneration in aged males. Genetic and endocrine models show that divergent aging trajectories are associated with gonadal rather than chromosomal sex and are attenuated by early gonadectomy. Together, these findings identify sympathetic aging as a reversible, sexually dimorphic distal axonopathy shaped by the target environment and gonadal influences.

developmental biology↗

bioRxiv2026

17α-Estradiol Confers Limited Protection Against APOE4 Phenotypes in Middle-Aged Female Mice

Longevity-promoting interventions represent a promising strategy to mitigate brain aging and reduce Alzheimers disease (AD) risk. The NIA Interventions Testing Program identified the weak estrogen 17-estradiol (17E2) as a compound that extends healthspan and lifespan in mice, with effects observed primarily in males. Our recent work demonstrated that 17E2 healthspan benefits were modulated by human apolipoprotein E (APOE) genotype such that aging phenotypes were improved more strongly in middle-aged male mice with targeted-replacement of the AD-associated APOE4 allele compared to APOE3, the risk neutral and most common APOE allele. Here, we tested whether APOE-dependent, AD-relevant benefits of 17E2 observed in males extend to females. Specifically, we treated 12-month-old APOE3 and APOE4 targeted-replacement female mice for 6 months with chow containing 0 or 14.4ppm 17E2. We find that relative to APOE3, APOE4 genotype largely exhibits more robust systemic phenotypes associated with aging, including increased adiposity, impaired glucose tolerance, and reduced energy expenditure. Further, we observe that treatment with 17E2 yields modest improvements in some outcomes, including decreased adiposity and increased lean mass, glucose tolerance, and energy expenditure, though significant benefits are found only in APOE4 females. In the CNS, we observed mixed effects of APOE genotype on behavioral performance and indices of brain aging, with APOE4 females performing worse in the Barnes Maze and having higher levels of the AD-related peptide soluble {beta}-amyloid, but no APOE genotype differences in cortical lipid raft oxidative damage. In contrast to its systemic effects, 17E2 did not significantly improve neural outcomes in APOE3 or APOE4 females. These findings address the impact of biological sex on established protective effects of a longevity-promoting intervention against APOE4 phenotypes, which have significant relevance to the prevention of age-related conditions including metabolic dysfunction, cognitive impairment and vulnerability to AD.

systems biology↗

bioRxiv2026

A multi-omic atlas in the African turquoise killifish reveals increased glucocorticoid signaling as a hallmark of brain aging

Aging is the leading risk factor for cognitive impairment and neurodegeneration, yet molecular changes that unfold in the brain over time, and how they drive this vulnerability, remain unclear. The naturally short-lived African turquoise killifish (Nothobranchius furzeri) offers a powerful model to understand brain aging on an accelerated timescale and test the impact of potential interventions. Here, we present a multi-omic atlas of brain aging of female and male African turquoise killifish from 2 independent genetic strains of different captive lifespans, encompassing single-nuclei RNA-seq, single nuclei ATAC-seq, and bulk ATAC-seq to capture transcriptional and regulatory changes. Interestingly, our atlas indicates that aging leads to a significant expansion of microglia numbers, regardless of sex or strain, which we independently validate using in-situ hybridization. In addition, we identify robust and conserved gene regulation changes, that are consistent with activation of glucocorticoid signalling as a hallmark (and potential driver) of vertebrate brain aging. Furthermore, pharmacological inhibition of glucocorticoid receptor activity starting at middle-age led to significant rescue of key molecular and cellular aging phenotypes. Thus, our study provides a powerful resource and framework to leverage the African turquoise killifish and rapidly uncover actionable pathways driving brain aging.

neuroscience↗

bioRxiv2026

Mouse macrophages from diverse niches show generally divergent age-related transcriptional remodeling signatures

BackgroundAging is accompanied by widespread transcriptional remodeling across tissues, yet how aging impacts different categories of tissue-resident macrophages is not well understood. Macrophages are highly specialized innate immune cells shaped by their local microenvironments, suggesting that aging may elicit both shared and niche-specific transcriptional responses. Here, we performed a meta-analysis of publicly available bulk and single cell RNA-sequencing datasets to characterize age-associated transcriptional changes in murine macrophages across tissues and sexes. We curated and uniformly processed 33 macrophage transcriptomic datasets, derived from 10 distinct tissue niches, in male and female C57BL/6 mice, examining transcriptional changes as a function of age. ResultsThe similarity of differentially expressed aging genes was compared across niches and pathway-level analysis uncovered conserved age-associated signatures, including upregulation of gene sets related to antigen presentation, antioxidant responses, and negative regulation of ferroptosis, alongside downregulation of gene sets related to Wnt, GTPase, and extracellular matrix organization signaling. Transcription factor activity inference identified consistent age-associated activation of AP-1 (Fos, Jun), C/EBP{beta}, PU.1, and Egr1 across niches. Meta-analysis defined 593 consistently age-altered genes in >3/4 of analyzed datasets, converging on dysregulation of small GTPase signaling. Focused analysis of alveolar macrophages and microglia, made possible by the larger number of available datasets, revealed sex-specific transcriptional programs altered with age in these macrophage subtypes. ConclusionsThese findings demonstrate that macrophage aging is shaped by both tissue niche and sex and provides a framework for understanding the transcriptomic signatures of macrophage aging across tissues.

genomics↗

bioRxiv2026

Single-nuclei RNA-sequencing uncovers sexually divergent exercise signatures partially mimicked by TFEB overexpression in mouse skeletal muscle

Exercise induces extensive, cell-type-specific transcriptional remodeling in skeletal muscle to support metabolic flexibility and adaptation. However, the regulatory mechanisms underlying these transcriptional programs, and the extent to which they differ between sexes, remain poorly defined. We previously reported that lifelong, muscle-specific overexpression of human Transcription Factor E-B (cTFEB;HSACre transgenic mice) recapitulates many adaptive features of endurance training in both sexes, leading to profound geroprotective effects during aging even in the absence of exercise. Here, we profile transcriptional adaptations to voluntary wheel running (VWR) and TFEB-overexpression at single-nucleus resolution in young male and female mouse tibialis anterior muscle. This represents, to our knowledge, the first integrated analysis of exercise and TFEB signaling using sex as a biological variable. Using robust bioinformatic and single-nuclei RNA-sequencing approaches, we profiled six muscle-resident cell populations and uncover previously unrecognized, sex-dependent signaling nodes governing exercise-associated metabolic plasticity. TFEB activation and endurance training by VWR elicit strongly correlated transcriptional programs enriched for lipid metabolism, mitochondrial remodeling, and immune modulation, establishing TFEB-overexpression as a partial exercise mimetic. In general, female muscle exhibited enhanced extracellular matrix and lipid-associated responses to endurance training and TFEB overexpression, whereas males preferentially engaged in angiogenic and oxidative networks, revealing distinct sex-specific, sex-dimorphic, or sex-agnostic regulatory routes to metabolic flexibility. Integration with independent multi-omics datasets from endurance-trained rats (MoTrPAC) confirms the conservation of TFEB-exercise transcriptional convergence in skeletal muscle across species and potentially muscle types. Together, these findings define TFEB as a regulator of exercise transcriptional programs and reveal sex-specific molecular frameworks that drive metabolic adaptation in skeletal muscle. Furthermore, the resulting sex-resolved, single-nucleus transcriptional atlas provides a unique resource for the field, enabling comparative, mechanistic, and hypothesis-driven exploration of exercise-responsive skeletal muscle regulatory networks across sexes.

physiology↗

bioRxiv2026

Induction of ferroptotic and amyloidogenic signatures linked to Alzheimers disease by chemically distinct air pollutants

Air pollution (AirP) exposure is associated with increased Alzheimers disease (AD) risk, yet AirP is chemically heterogeneous, complicating identification of shared pathogenic drivers. We examined acute cortical responses to two metal-rich AirP sources, diesel exhaust particles (DEP) and World Trade Center (WTC) dust, and compared them to woodsmoke (WS), a particulate exposure with low metal content. DEP and WTC elicited highly convergent transcriptional responses, sharing over 1200 differentially expressed genes linked to inflammation, ferroptosis, neuronal remodeling, and amyloid processing. These changes were accompanied by impaired antioxidant activity and increased lipid peroxidation within lipid rafts, a membrane microdomain critical for amyloid processing, resulting in increased A{beta} generation. In contrast, WS produced a distinct transcriptional signature and failed to induce ferroptotic priming or lipid peroxidation, consistent with its low metal composition. Together, these findings implicate metals as a shared driver linking diverse AirP exposures to amyloidogenic vulnerability and elevated AD risk. Graphical AbstractAcute AirP exposure converges on ferroptotic priming, amyloidogenic processing, and white-matter vulnerability. Acute exposure to metal-rich AirP, such as DEP or WTC introduces redox-active metals and particulate matter that promote lipid peroxidation, amyloidogenesis, and altered transcriptional regulation in the brain. AirP exposure engages xenobiotic metabolism pathways (AhR/ARNT), activates iron and heme handling through ferritinophagy (NCOA4) and heme oxygenase activity (HMOX1), and blunts lipid peroxide detoxification systems, including glutathione peroxidase 4 (GPx4), ferroptosis suppressor protein 1 (FSP1), and glutathione (GSH) synthesis. These changes promote ferroptotic priming and lipid raft oxidation, facilitating amyloid precursor protein (APP) processing by secretases (ADAM10, BACE1, {gamma}-secretase) and increasing amyloid-{beta} (A{beta}) generation. In parallel, transcriptional and cell-state remodeling involving neuronal and oligodendrocyte responses contribute to selective white-matter vulnerability, particularly within the corpus callosum. Together, these pathways provide a mechanistic framework linking acute AirP exposure to convergent oxidative, amyloidogenic, and microstructural changes relevant to Alzheimers disease pathology. O_FIG O_LINKSMALLFIG WIDTH=197 HEIGHT=200 SRC="FIGDIR/small/696601v1_ufig1.gif" ALT="Figure 1"> View larger version (56K): org.highwire.dtl.DTLVardef@3a22dcorg.highwire.dtl.DTLVardef@c6ae26org.highwire.dtl.DTLVardef@1d3412forg.highwire.dtl.DTLVardef@5cb011_HPS_FORMAT_FIGEXP M_FIG C_FIG

neuroscience↗

bioRxiv2025

Single-cell exploration of ovarian aging across vertebrate models

Mammalian female reproductive span is thought to be limited by a fixed "ovarian reserve" determined at birth. With age, a dwindling ovarian reserve leads to infertility, culminating in menopause in humans. In addition to infertility, accumulating evidence has shown that age-related ovarian functional decline contributes to multisystem aging and frailty, making post-menopausal women most susceptible to an array of chronic diseases. However, due to limited tissue accessibility and lack of reliable research models, molecular drivers of ovarian aging remain poorly understood. A key barrier in the field has been the limited establishment and benchmarking of preclinical models faithfully recapitulating human ovarian biology. To address this, we curated publicly available single-cell/nucleus ovarian RNA-seq datasets from human, macaque, mouse, and goat, and processed them using a consistent and stringent pipeline. Datasets were then annotated in a harmonized fashion across studies in order to conduct a robust, integrative, cross-species analysis of ovarian aging with single cell resolution. We systematically evaluated cell-type composition, global transcriptional perturbations, gene-level changes, pathway and network features, and drug-response alignments. Across analyses, granulosa and theca cells emerged as the cell-types most affected by aging. We observed limited but promising consistencies across species, including granulosa-specific signature genes (FSHR and OSGIN2) and cell type-linked pathways, with extracellular matrix/adhesion programs in granulosa and ribosomal/mitochondrial programs in theca cells. These convergences suggest that cross-species modeling likely capture core aspects of ovarian aging. Together, our meta-analysis approach may help refine model selection, generate testable hypotheses, and cautiously inform preclinical and translational work in ovarian aging.

genomics↗

bioRxiv2025

A multi-omics analysis of human fibroblasts overexpressing an Alu transposon reveals widespread disruptions in aging-associated pathways

During aging and cellular senescence, repetitive elements are frequently transcriptionally derepressed across species and cell types. Among these, the most abundant repeats by copy number in the human genome are Alu retrotransposons. Though Alu elements are often studied for their mutagenic potential, there is increasing appreciation for their contributions to other biological functions, including pro-inflammatory signaling and mitochondrial dysfunction. However, a comprehensive analysis of Alu-driven molecular changes remains to be conducted, and Alus potential contributions to aging features remain incompletely characterized. Here, we show that overexpression of an AluJb transposon in human primary IMR-90 fibroblasts leads to large-scale alterations across the transcriptome, cellular proteome, and secretome. Functional genomics analyses reveal alterations in aging pathways, broadly, and mitochondrial metabolism, proteostasis, cell cycle, and extracellular matrix pathways, more specifically. Our results demonstrate that Alu transcriptional upregulation is sufficient to drive widespread disruptions to cellular homeostasis that mirror aging-associated alterations.

genomics↗

bioRxiv2025

Neutrophil TLR2 signaling promotes lipid accumulation and vascular plaque growth

Neutrophils are short-lived cells that are produced by the billions every day to circulate throughout the body and surveil all tissues. They are a key component of the innate immune system that play essential roles in antimicrobial immunity, but can also instigate sterile inflammatory diseases like gout and cancer. Immunometabolic paradigms that were developed by studying T cells and macrophages establish that cellular metabolic programming dictates immune function. Neutrophils have long been known as glucose-reliant and highly glycolytic. But surprising neutrophil heterogeneity has recently been described, and roles for lipids have been reported in both granulopoiesis and mature neutrophil effector function. Therefore, we set out to uncover how neutrophils acquire lipids from their environment and how this influences their functionality in the context of lipotoxicity. We found that neutrophils take up both free fatty acids and complex lipoproteins, but that their uptake is regulated through different signaling pathways. Neutrophil lipoprotein uptake is inducible by certain TLR2 signals, and this causes neutrophils to depolymerize their actin fibers and stop moving. Using a mouse model of atherosclerosis, we show that neutrophils in the plaque are lipid-laden and that neutrophil-deficient mice are protected from atherosclerotic plaque growth. Lipoprotein uptake causes neutrophils to recruit macrophages, conditional ablation of TLR2 on neutrophils prevents their lipid uptake and storage, and these mice are also protected against atherosclerosis. Our work highlights an important understudied role for lipids in neutrophil biology, and the importance of studying different lipid classes and different signaling pathways in neutrophils as compared to other myeloid populations.

immunology↗

bioRxiv2025

Murine peritoneal macrophages undergo female-specific remodeling with aging

Aging is a complex process characterized by a progressive decline in physiological functions. Immune function is strongly influenced by biological sex, affecting both innate and adaptive responses. Here, we investigated the effects of age and sex on mouse peritoneal immune cells and identified macrophages as the top affected cell type. Macrophages, as central components of the innate immune system, play critical roles in homeostasis maintenance and infection response. We found that aging induces sex-specific remodeling of mouse peritoneal macrophage omic landscapes, which is accompanied by female-specific age-related functional remodeling (i.e. decreased phagocysis, increased glycolysis). We show that age-related changes in circulating estrogen levels likely drive aspects of female-specific macrophage age-related changes, specifically age-related phagocytosis decline. By leveraging our multi-omic dataset, we identify transcription factors whose female-specific age-regulation may drive female-specific age-related changes in peritoneal macrophage phenotypes. Interestingly, Irf2 downregulation was sufficient to recapitulate aspects of female peritoneal macrophage aging phenotypes, including increased glycolysis. Mechanistically, decreased Irf2 expression leads to decreased binding to its target genes, including Hk3, which encodes hexokinase (the rate-limiting enzyme of glycolysis). Our findings support the notion that aging leads to female-specific remodeling of mouse peritoneal macrophages through hormone-dependent and -independent mechanisms.

immunology↗

bioRxiv2025

Systematic characterization of the ovarian landscape across mouse menopause models

Menopause affects not only fertility but also systemic health. Yet mechanisms underlying this coupling are still poorly understood, partly due to the absence of robust, age-relevant preclinical models with comprehensive molecular and phenotypic characterization. To address this, we systematically compared three candidate mouse models of menopause: (1) intact aging, (2) chemical ovarian follicle depletion using 4-vinylcyclohexene diepoxide (VCD) administered at multiple ages, and (3) Foxl2 haploinsufficiency, a genetic model based on a gene linked to human premature ovarian failure. Through histology, serum hormone profiling, single-cell transcriptomics and machine-learning approaches, we identify both shared and model-specific features of follicle loss, endocrine disruption, and transcriptional remodeling. Our comparative framework enables informed selection of context-appropriate preclinical rodent models to study menopause and the broader physiological consequences of ovarian aging. TeaserThis systematic characterization of mouse menopause models lays the groundwork for future preclinical work on the systemic impacts of menopause.

genomics↗

bioRxiv2025

Down syndrome with Alzheimers disease brains have increased iron and associated lipid peroxidation consistent with ferroptosis

INTRODUCTIONCerebral microbleeds (MB) are associated with sporadic Alzheimers Disease (AD) and Down Syndrome with AD (DSAD). Higher MB iron may cause iron mediated lipid peroxidation. We hypothesize that amyloid deposition is linked to MB iron and that amyloid precursor protein (APP) triplication increases iron load and lipid peroxidation. METHODSPrefrontal cortex and cerebellum of cognitively normal (CTL), AD and DSAD ApoE3,3 carriers were examined for proteins that mediated iron metabolism, antioxidant response, and amyloid processing in lipid rafts. RESULTSIron was 2-fold higher in DSAD than CTL and AD. Iron storage proteins and lipid peroxidation were increased in prefrontal cortex, but not in the cerebellum. The glutathione synthesis protein GCLM was decreased by 50% in both AD and DSAD. Activity of lipid raft GPx4, responsible for membrane repair, was decreased by at least 30% in AD and DSAD. DISCUSSIONDSAD shows greater lipid peroxidation than AD consistent with greater MBs and iron load. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=189 HEIGHT=200 SRC="FIGDIR/small/636731v1_ufig1.gif" ALT="Figure 1"> View larger version (53K): org.highwire.dtl.DTLVardef@fd0d2aorg.highwire.dtl.DTLVardef@16b65d5org.highwire.dtl.DTLVardef@1eab2ddorg.highwire.dtl.DTLVardef@184e6d2_HPS_FORMAT_FIGEXP M_FIG C_FIG Cerebral microbleeds result in increased brain iron and lipid peroxidation in DSAD consistent with ferroptosis as reported for Alzheimers disease. A{beta}; beta-amyloid peptides, APP; amyloid precursor protein, GCLC; glutathione cysteine ligase catalytic subunit, GCLM; glutathione cysteine modifier subunit, GPx4; glutathione peroxidase 4, HNE; 4-hydroxynonenal. RESEARCH IN CONTEXTO_LISystematic Review: DS is associated with increased microbleeds and brain iron that may be mediated by increased APP from Trisomy 21. To assess potential links between amyloid and iron levels, we examined sporadic and DS with AD brains for amyloid processing and antioxidant enzyme defense in lipid rafts. We further compared DSAD with rare variants of DS: partial and mosaic T21. C_LIO_LIInterpretation: DSAD brains showed greater oxidation of lipid rafts where APP is processed than sporadic AD. Corresponding decreases in lipid raft antioxidant enzymes, despite increased total levels of these antioxidant enzymes, present a new mechanism for aberrant amyloid processing during AD. C_LIO_LIFuture Directions: Iron chelation therapies in combination with amyloid monoclonals may benefit DSAD. C_LI

neuroscience↗

bioRxiv2024

Sex-dimorphic gene regulation in murine macrophages across niches

Macrophages are a key cell type of the innate immune system and are involved at all steps of inflammation: (i) they present antigens to initiate inflammation, (ii) they clear up foreign bodies through phagocytosis, and (iii) they resolve inflammation by removing or deactivating mediator cells. Many subtypes of macrophages have been identified, classified by their niche and/or embryonic origin. In order to better develop therapies for conditions with macrophage dysfunction, it is crucial to decipher potential sex-differences in key physiological mediators of inflammation so that treatment efficacy can be ensured regardless of biological sex. Here, we conduct a meta-analysis approach of transcriptomics datasets for male vs. female mouse macrophages across 8 niches to characterize conserved sex-dimorphic pathways in macrophages across origins and niches. For this purpose, we leveraged new and publicly available RNA-sequencing datasets from murine macrophages, preprocessed these datasets and filtered them based on objective QC criteria, and performed differential gene expression analysis using sex as the covariate of interest. Differentially expressed (DE) genes were compared across datasets and macrophage subsets, and functional enrichment analysis was performed to identify sex-specific functional differences. Consistent with their presence on the sex chromosomes, three genes were found to be differentially expressed across all datasets (i.e. Xist, Eif2s3y, and Ddx3y). More broadly, we found that female-biased pathways across macrophage niches are more consistent than male-biased pathways, specifically relating to components of the extracellular matrix. Our findings increase our understanding of transcriptional similarities across macrophage niches and underscore the importance of including sex as a biological variable in immune-related studies. HighlightsO_LIAcross 17 independently transcriptomic macrophage datasets, three genes are always differentially expressed between males and females: Ddx3y, Eif2s3y, and Xist. C_LIO_LIJaccard analysis reveals female macrophages have more stereotypical transcriptional profile than male macrophages across niches. C_LIO_LIFunctional enrichment analyses show that female-biased pathways across macrophage subtypes are enriched for extracellular matrix-related genes. C_LI

immunology↗

bioRxiv2024

Ilastik: a machine learning image analysis platform to interrogate stem cell fate decisions across multiple vertebrate species

Stem cells are the key cellular source for regenerating tissues and organs in vertebrate species. Historically, the investigation of stem cell fate decisions in vivo has been assessed in tissue sections using immunohistochemistry (IHC), where a trained user quantifies fluorescent signal in multiple randomly selected images using manual counting--which is prone to inaccuracies, bias, and is very labor intensive. Here, we highlight the performance of a recently developed machine-learning (ML)-based image analysis program called Ilastik using skeletal muscle as a model system. Interestingly, we demonstrate that Ilastik accurately quantifies Paired Box Protein 7 (PAX7)-positive muscle stem cells (MuSCs) before and during the regenerative process in whole muscle sections from mice, humans, axolotl salamanders, and short-lived African turquoise killifish, to a precision that exceeds human capabilities and in a fraction of the time. Overall, Ilastik is a free user-friendly ML-based program that will expedite the analysis of stained tissue sections in vertebrate animals.

cell biology↗

bioRxiv2024

The RNA exosome maintains cellular RNA homeostasis by controlling transcript abundance in the brain

Intracellular ribonucleases (RNases) are essential in all aspects of RNA metabolism, including maintaining accurate RNA levels. Inherited mutations in genes encoding ubiquitous RNases are associated with human diseases, primarily affecting the nervous system. Recessive mutations in genes encoding an evolutionarily conserved RNase complex, the RNA exosome, lead to syndromic neurodevelopmental disorders characterized by progressive neurodegeneration, such as Pontocerebellar Hypoplasia Type 1b (PCH1b). We establish a CRISPR/Cas9-engineered Drosophila model of PCH1b to study cell-type-specific post-transcriptional regulatory functions of the nuclear RNA exosome complex within fly head tissue. Here, we report that pathogenic RNA exosome mutations alter activity of the complex, causing widespread dysregulation of brain-enriched cellular transcriptomes, including rRNA processing defects--resulting in tissue-specific, progressive neurodegenerative effects in flies. These findings provide a comprehensive understanding of RNA exosome function within a developed animal brain and underscore the critical role of post-transcriptional regulatory machinery in maintaining cellular RNA homeostasis within the brain.

molecular biology↗

bioRxiv2024

The cGAS-STING pathway is an in vivo modifier of genomic instability syndromes

Mutations in genes involved in DNA damage repair (DDR) often lead to premature aging syndromes. While recent evidence suggests that inflammation, alongside mutation accumulation and cell death, may drive disease phenotypes, its precise contribution to in vivo pathophysiology remains unclear. Here, by modeling Ataxia Telangiectasia (A-T) and Bloom Syndrome in the African turquoise killifish (N. furzeri), we replicate key phenotypes of DDR syndromes, including infertility, cytoplasmic DNA fragments, and reduced lifespan. The link between DDR defects and inflammation is attributed to the activation of the cGAS-STING pathway and interferon signaling by cytoplasmic DNA. Accordingly, mutating cGAS partially rescues germline defects and senescence in A-T fish. Double mutants also display reversal of telomere abnormalities and suppression of transposable elements, underscoring cGASs non-canonical role as a DDR inhibitor. Our findings emphasize the role of interferon signaling in A-T pathology and identify the cGAS-STING pathway as a potential therapeutic target for genomic instability syndromes.

genetics↗