Biology subjects

Melov, S.

Publications and source records attributed to Melov, S..

11 recordsLinked to original sources

bioRxiv2026

Advanced Open-source Experimental-Design Tools for Microplate-Based Assays with Acoustic Liquid Handling

Acoustic droplet ejection (ADE) enables nanoliter-scale liquid handling for complex microplate assays, yet translating experimental designs into validated, instrument-ready instructions remains a bottleneck. We present PickliPy, an open-source framework that converts spreadsheet-based assay designs into validated ADE picklists. PickliPy.Assay supports combinatorial, dose-response, and multi-addition time-course dispensing, while PickliPy.Screen extends to high-throughput workflows, including library reformatting and shortlisting. Across biological contexts, the framework generated reproducible, assay-ready plates and standardized execution in human cohort studies. Acoustic pre-dispensing deepened bioenergetic phenotyping of human skeletal muscle mitochondria, capturing substrate switching and sharpened dose-response precision in human pancreatic {beta}-cells, revealing an age-associated change in succinate dehydrogenase kinetics. We benchmarked a wash-free, live-cell screen of mitochondrial function and morphology, in which deep-learning image analysis widened the assay window, and ADE enabled integrative dose-response co-response analysis. These tools, including their agentic use, make complex ADE experiments easier to design and scale from single benches to screening campaigns.

cell biology↗

bioRxiv2026

Single-nucleus profiling reveals age-associated remodeling opposed by parity in the postmenopausal human ovary

The postmenopausal ovary is commonly viewed as a passive organ, and its biology and cell composition remain incompletely characterized. Here, we generated a single-nucleus atlas of the aging postmenopausal human ovary comprising 439,011 nuclei across 64 ovarian samples from 28 donors. We resolved 37 fine cell states, revealing extensive stromal, vascular, and immune heterogeneity in the postmenopausal ovary. Aging was associated with stromal stress-state expansion, vascular and immune depletion, and enrichment of steroidogenic programs consistent with ovarian androgenization. Several major age-associated compositional shifts were supported in an independent GTEx ovary bulk RNA-seq cohort. Notably, the number of live births broadly opposed age-associated transcriptional and compositional remodeling. Together, our findings show that the postmenopausal ovary remains an actively remodeled aging tissue and that reproductive history leaves durable molecular and cellular imprints on ovarian aging.

genomics↗

bioRxiv2026

The human ovary exhibits dynamic molecular remodeling in the decades post-menopause

The human ovary is among the first organs to show age-related functional decline, resulting in menopause. Beyond this transition, the postmenopausal ovary is often regarded as quiescent and remains poorly characterized. We analyzed the proteomes of healthy, non-pathological ovaries using mass spectrometry (data-independent acquisition) from 28 postmenopausal women (50-75 years old), stratified into three age groups (50-59, 60-69, [≥]70). We quantified 5,812 protein groups and observed progressive age-associated shifts, with 117 proteins significantly altered in the [≥]70 vs 50-59 age comparison. Multivariate analysis demonstrated clear separation between 50-59 and [≥]70-year-old age cohorts, with protein signatures shifting from RNA/gene-regulatory functions in younger ovaries to metabolic, trafficking, and innate immune/complement pathways in older ovaries. Across differential abundance, multivariate modelling, and covariate-adjusted linear modelling, we identified a convergent set of age-associated proteins that were integrated into the 26-protein Buck Postmenopausal Ovary Molecular Signature (BuckPOMS), a consensus molecular signature capturing progressive extracellular matrix remodeling, inflammatory signaling, and loss of structural and keratin-associated proteins with age. Representative BuckPOMS proteins, including the secreted matrisome proteins WNT4 and Fibromodulin (FMOD), were validated by immunohistochemistry. Pathway enrichment further identified an increase in inflammatory and matrisome pathways, and increased abundance of damage-associated secretory factors decades following menopause. These data fundamentally shift the notion of the postmenopausal ovary as an inert organ and instead demonstrate active and continuous molecular remodeling that has potential relevance to tissue signaling and implications for womens health.

biochemistry↗

bioRxiv2026

Proteogenomic Profiling Reveals a Distinct Endogenous p16INK4a-Associated Senescence Signature in the Human Ovary.

The tumor suppressor and cell cycle regulator, p16INK4a (p16), has been extensively linked to cellular senescence, and its accumulation can reflect endogenous senescence within ovarian tissue. However, gene and protein signatures associated with p16 have not been well defined in human tissue. We utilized immunohistochemical (IHC) staining for P16 to identify distinct positive (P16+) and negative (P16-) regions within the ovarian cortex and employed the GeoMx Digital Spatial Profiler for simultaneous proteomic and transcriptomic analyses on cortical tissue cores. Differential expression and translation between p16-positive and p16-negative cores identified genes and proteins that are cellular senescence related (e.g., CDKN1A, GADD45B, GADD45G, and MYC) or key regulators of the extracellular matrix (e.g., collagen I, ADAMTS4, and MMP11). Additionally, the transcriptomic signature identified here was significantly enriched for the spatially derived ovarian p16-associated signature, BuckSenOvary, but not for other senescence gene sets. Lastly, given the association between changes to the extracellular matrix in aged ovaries and ovarian cancer, we compared genes upregulated and downregulated in p16-positive regions relative to p16-negative regions against multiple ovarian cancer transcriptomic datasets. These findings provide new insight into the molecular landscape of naturally occurring ovarian senescence and its possible relationship to age-associated disease processes, including cancer development.

cell biology↗

bioRxiv2025

Senescence-Linked Fibrosis in the Aging Human Ovary Revealed by p16-Based Histological Profiling and Spatial Transcriptomics

Cellular senescence is implicated as a driver of ovarian aging, but senescent cells in the human postmenopausal ovary remain poorly defined. Using spatially resolved p16INK4a protein expression, a canonical senescence marker, we identified and mapped senescent cells in postmenopausal ovaries. We integrated p16 immunohistochemistry, multiplexed immunofluorescence, spatial transcriptomics, and AI-guided digital pathology to map senescent microenvironments. p16-positive cells formed discrete stromal, vascular, and cyst-associated clusters that increased with age and were enriched for macrophages and myofibroblast-like cells. Wholetranscriptome profiling of 92 spatial regions uncovered a 32-gene p16-associated signature, BuckSenOvary, that distinguished p16-positive regions across cortex and medulla. BuckSenOvary is characterized by suppression of cell-cycle regulators and activation of inflammatory and extracellular-matrix remodelling genes. AI-based collagen matrix analysis confirmed that p16-positive regions exhibit more architecturally complex collagen, demonstrating that focal senescent microenvironments are fibro-inflammatory. These findings position senescent ovarian niches as therapeutic targets to preserve ovarian function.

cell biology↗

bioRxiv2025

Cellular Senescence Mediates Doxorubicin Chemotherapy-Induced Aortic Stiffening: Role of Glycation Stress

BackgroundMechanisms underlying Doxorubicin (Doxo) chemotherapy-induced aortic stiffening are incompletely understood. ObjectivesDetermine the role of cellular senescence and the senescence-associated secretory phenotype (SASP) in mediating Doxo-induced aortic stiffening and the influence of senolytic therapy. MethodsAortic stiffness (aortic pulse-wave velocity [PWV]), and associated mechanisms were assessed in young adult p16-3MR mice, a model that allows for genetic-based clearance of senescent cells with ganciclovir [GCV]. Young (4-6 month) mice were injected with Doxo and subsequently treated with GCV or the senolytic ABT263. We evaluated the influence of SASP-associated circulating factors in plasma (the circulating SASP milieu) in mediating aortic stiffening ex vivo (aortic elastic modulus) and examined the contribution of glycation stress. ResultsDoxo increased aortic PWV (425D{+/-}D6 vs. control, 353D{+/-}D5Dcm/sec; P<0.05), an effect prevented by both GCV (348D{+/-}D4Dcm/sec) and ABT263 (342D{+/-}D7Dcm/sec; P<0.05 for both vs. Doxo). Plasma from Doxo-treated mice induced aortic stiffening ex vivo (P<0.05 vs. plasma from control mice), whereas plasma from Doxo-GCV and Doxo-ABT263 groups did not. Glycation stress was implicated in SASP-mediated aortic stiffening with Doxo, as inhibition of receptor mediated glycation stress signaling attenuated plasma-induced aortic stiffening. ConclusionCellular senescence and the circulating SASP milieu contribute to Doxo-induced aortic stiffening. Senolytics hold promise for preserving aortic stiffening following Doxo exposure. Translational perspectiveChemotherapy-induced cardiovascular toxicity is a concern for cancer survivors. This study identifies cellular senescence and the senescence-associated secretory phenotype (SASP) as underlying mechanisms of doxorubicin chemotherapy-induced aortic stiffening - an antecedent to overt cardiovascular disease (CVD). We also provide complementary lines of evidence that glycation stress mediates the mechanistic link between doxorubicin, cellular senescence, the SASP and aortic stiffening. Lastly, we demonstrate the efficacy of senolytic therapy for targeting cellular senescence, the SASP and glycation stress to prevent doxorubicin-induced aortic stiffening. These results offer a novel and clinically actionable approach to preserving vascular health in cancer survivors and mitigating CVD risk.

physiology↗

bioRxiv2025

Cellular Senescence Mediates Doxorubicin Chemotherapy-Induced Vascular Endothelial Dysfunction: Translational Evidence of Prevention with Senolytic Treatment

BackgroundMechanisms underlying Doxorubicin (Doxo) chemotherapy-induced vascular endothelial dysfunction are incompletely understood. ObjectivesDetermine the role of cellular senescence in mediating Doxo-induced vascular endothelial dysfunction and the influence of senolytic therapy as a therapeutic strategy to mitigate endothelial dysfunction with Doxo. MethodsEndothelial function (carotid artery endothelium-dependent dilation [EDD] to increasing concentrations of acetylcholine) and associated mechanisms were assessed in young adult p16-3MR mice (which allow for genetic-based clearance of senescent cells with ganciclovir [GCV]) injected with Doxo and subsequently treated with GCV or ABT263 (senolytic). We also assessed the influence of Doxo and ABT263 ex vivo on EDD to increased flow in human arterioles. ResultsLower peak EDD with Doxo (75{+/-}3% vs. control, 93{+/-}1%; P<0.05) was prevented with GCV (94{+/-}1%; P<0.05) and ABT263 (95{+/-}2%; P<0.05) treatment, which was mediated by preserved nitric oxide bioavailability and prevention of excess mitochondrial oxidative stress. In human arterioles, ex vivo Doxo exposure impaired peak EDD (Doxo, 32{+/-}10% vs. Control, 94{+/-}2%; P<0.05) which was prevented with concomitant incubation of Doxo with ABT263 (82{+/-}7%; P<0.05 vs. Doxo alone; P=0.63 vs. Control). ConclusionWe provide translational evidence that cellular senescence contributes to Doxo-induced vascular endothelial dysfunction and that senolytics hold promise for preserving vascular endothelial function following Doxo exposure.

physiology↗

bioRxiv2024

A comprehensive multi-omics signature of doxorubicin-induced cellular senescence in the postmenopausal human ovary.

A major aging hallmark is the accumulation of cellular senescence burden. Over time senescent cells contribute to tissue deterioration through chronic inflammation and fibrosis driven by the Senescence-Associated Secretory Phenotype (SASP). The human ovary is one of the first organs to age, and prominent age-related fibroinflammation within the ovarian microenvironment is consistent with the presence of senescent cells, but these cells have not been characterized in the human ovary. We thus established a doxorubicin-induced model of cellular senescence to establish a "senotype" (gene/protein signature of a senescence cell state) for ovarian senescent cells. Explants of human postmenopausal ovarian cortex and medulla were treated with doxorubicin for 24 hours followed by culture for up to 10 days in a doxorubicin-free medium. Tissue viability was confirmed by histology, lack of apoptosis, and continued glucose consumption by explants. Single nuclei sequencing and proteomics revealed an unbiased signature of ovarian senescence. We identified distinct senescence profiles for the cortex and medulla, driven predominantly by epithelial and stromal cells. Proteomics uncovered subregional differences in addition to 120 proteins common to the cortex and medulla SASP. Integration of transcriptomic and proteomic analyses revealed 26 shared markers, defining a senotype of doxorubicin-induced senescence unique to the postmenopausal ovary. A subset of these proteins: Lumican, SOD2, MYH9, and Periostin were mapped onto native tissue to reveal compartment-specific localization. This senotype will help determine the role of cellular senescence in ovarian aging, inform biomarker development to identify, and therapeutic applications to slow or reverse ovarian aging, senescence, and cancer.

molecular biology↗

bioRxiv2023

Transcriptomic Characterization Reveals Disrupted Medium Spiny Neuron Trajectories in Huntington's Disease and Possible Therapeutic Avenues

Huntingtons disease (HD) is a neurodegenerative disorder caused by an expansion of CAG repeats in exon 1 of the HTT gene, ultimately resulting in the generation of a mutant HTT (mHTT) protein. Although mHTT is expressed in various tissues, it significantly affects medium spiny neurons (MSNs) in the striatum, resulting in their loss and the subsequent motor function impairment in HD. While HD symptoms typically emerge in midlife, disrupted MSN neurodevelopment has an important role. To explore the effects of mHTT on MSN development, we differentiated HD induced pluripotent stem cells (iPSC) and isogenic controls into neuronal stem cells, and then generated a developing MSN population encompassing early, intermediate progenitors, and mature MSNs. Single-cell RNA sequencing revealed that the developmental trajectory of MSNs in our model closely emulated the trajectory of fetal striatal neurons. However, in the HD MSN cultures, the differentiation process downregulated several crucial genes required for proper MSN maturation, including Achaete-scute homolog 1 and members of the DLX family of transcription factors. Our analysis also uncovered a progressive dysregulation of multiple HD-related pathways as the MSNs matured, including the NRF2-mediated oxidative stress response and mitogen-activated protein kinase signaling. Using the transcriptional profile of developing HD MSNs, we searched the L1000 dataset for small molecules that induce the opposite gene expression pattern. Our analysis pinpointed numerous small molecules with known benefits in HD models, as well as previously untested novel molecules. A top novel candidate, Cerulenin, partially restored the DARPP-32 levels and electrical activity in HD MSNs, and also modulated genes involved in multiple HD-related pathways.

neuroscience↗

bioRxiv2023

A Single Cell Time Course of Senescence Uncovers Discrete Cell Trajectories and Transcriptional Heterogeneity

Senescent cells (SnCs) are typically studied as endpoints of a complex transformational process, owing to their frequent maladaptive effects on surrounding tissue and cells. SnCs accumulate with age, and while they ultimately comprise a small percentage of cells in tissues, they have important roles in age associated pathologies. Several obstacles remain in understanding the heterogeneous nature of senescence, and formulating potent beneficial intervention strategies. One approach targets senescent cells and kills them ("senolytic" approach), and is often driven by a low resolution understanding of SnC identity, which risks both incomplete clearance and off-target effects. Cellular senescence is not a singular binary response, but a suite of response trajectories that vary by multiple parameters including inducer and initial cell state. In order to elucidate the developmental trajectories of SnCs, we performed single-cell RNA sequencing on IMR90 lung fibroblasts senescencing across a 12 day time period. Our analysis reveals substantial heterogeneity in gene expression within timepoints and across the full time-course. We uncovered unique markers and differentially regulated pathways in cell populations within each timepoint. Supervised trajectory inference of the time-course data uncovered the root-origin and fates of distinct SnC lineages over 3 stages of senescence induction. Altogether our data provide a novel approach to stud SnC development, identifying cell states of interest, and differentiating between SnCs and quiescent cells. This will aid in identifying key targets for therapeutic intervention in senescence.

cell biology↗

bioRxiv2021

Dietary restriction and clock delay eye aging to extend lifespan in D. melanogaster

Many vital processes in the eye are under circadian regulation, and circadian dysfunction has emerged as a potential driver of eye aging. Dietary restriction is one of the most robust lifespan-extending therapies and amplifies circadian rhythms with age. Herein, we demonstrate that dietary restriction extends lifespan in D. melanogaster by promoting circadian homoeostatic processes that protect the visual system from age- and light- associated damage. Disrupting circadian rhythms in the eye by inhibiting the transcription factor, Clock (CLK), or CLK-output genes, accelerated visual senescence, induced a systemic immune response, and shortened lifespan. Flies subjected to dietary restriction were protected from the lifespan-shortening effects of photoreceptor activation. Inversely, photoreceptor inactivation, achieved via mutating rhodopsin or housing flies in constant darkness, primarily extended lifespan in flies reared on a high-nutrient diet. Our findings establish the eye as a diet-sensitive modulator of lifespan and indicate that vision is an antagonistically pleiotropic process that contributes to organismal aging.

neuroscience↗