Biology subjects

Madhavan, M.

Publications and source records attributed to Madhavan, M..

9 recordsLinked to original sources

bioRxiv2026

A large-scale crowd-sourced annotated acoustic dataset of Indian fauna

Global rates of biodiversity loss warrant conservation action and monitoring at large geographic scales. Conservation technologies such as acoustic monitoring in conjunction with deep learning now enable us to monitor wildlife simultaneously across space and time. However, for a significant proportion of biodiversity in tropical regions, we cannot yet rely on automated recognition approaches because we lack acoustic templates to robustly train deep learning algorithms. In this paper, we relied on a novel participatory approach, enlisting researchers, conservation practitioners, and nature enthusiasts to create a unique crowd-sourced, open-access dataset of acoustic annotations across taxonomic groups for biodiversity in India. Our dataset comprises 3311 minutes of strongly labelled data (bounding boxes or annotations for a species vocalization) and 2504 minutes of weakly labelled data (indicating the presence of a species within an audio file but lacking bounding boxes) for 518 species across India, spanning 25 of 36 states and union territories. We present metadata and code for data processing and highlight the strengths of a participatory approach to biodiversity monitoring.

ecology↗

bioRxiv2026

Aberrations in stromal signaling, muscle contractility and epithelial architecture underlie poor embryo-implantation outcomes after murine ovarian stimulation

Ovarian stimulation is widely used in assisted reproductive technologies, yet its effects on uterine architecture and embryo implantation remain poorly understood. Using a mouse model, we show that ovarian stimulation or superovulation disrupts pre-implantation luminal epithelial folding and induces aberrant smooth muscle structure and contractile function. These structural defects result in embryo trapping within aberrant longitudinal folds, impaired implantation chamber formation, misalignment of the embryo-uterine axis, and subsequent embryo loss. These ovarian stimulation effects were reversible after rest and restoration of normal estrus cycling. Transcriptomic analysis suggests widespread disruption in the stroma and immune compartments of the stimulated uteri. Pathway analysis revealed significant disruption of stromal extracellular matrix and enhanced probability of stroma-immune communication via collagen signaling. Platelet derived growth factor receptor A (PDGFRA) expression was elevated in both the stroma and smooth muscle of the stimulated uteri. Short-term pharmacological inhibition of PDGFRA in the stimulated uteri prior to implantation fully restored epithelial fold transition and implantation chamber formation and partially restored smooth muscle architecture and contractility. Importantly, PDGFRA protein was also elevated in endometrial biopsies from women undergoing ovarian stimulation when compared to natural cycle biopsies. Together, this study establishes muscle contractions and stromal and smooth muscle PDGFRA signaling as novel non-cell autonomous regulators of uterine epithelial architecture critical for embryo implantation.

Developmental Biology↗

bioRxiv2026

Prevalence and Actionability of MTAP Loss in Oncogene-Driven Lung Cancer

BackgroundMethylthioadenosine phosphorylase (MTAP) loss co-occurs with actionable genomic alterations in non-small cell lung cancer (NSCLC) and creates vulnerability to protein arginine methyltransferase 5 (PRMT5) inhibition. Estimates of prevalence of MTAP loss rely on next-generation sequencing which can underestimate copy losses. Moreover, the activity of PRMT5 inhibitors in oncogene-driven NSCLC is not well established. MethodsWe assessed MTAP expression by immunohistochemistry (IHC) in 243 NSCLCs (n=132 early stage, n=111 metastatic), including 33 specimens with paired lymph nodes. Antiproliferative activity of PRMT5 inhibitor monotherapy and in combination with tyrosine kinase inhibitors (TKIs) was evaluated in MTAP-deleted NSCLC cell lines harboring EGFR or KRAS mutations or ALK rearrangements. ResultsAmong 243 NSCLC specimens from 240 patients (72% with driver alterations, 90% adenocarcinoma), MTAP loss was identified in 43 (18%) specimens from 40 (17%) patients, including 18 (14%) early-stage and 22 (20%) metastatic tumors. MTAP loss occurred in 24% of stage 4 driver-positive NSCLCs versus 14% of driver-negative tumors (p=0.314). Twenty (61%) lung-nodal pairs demonstrated concordance; eight cases only exhibited decreased MTAP expression in nodes. Variable sensitivity to PRMT5 inhibitors was observed in 22 MTAP-deleted NSCLC cell lines (9 EGFR-mutant, 7 KRAS-mutant, 6 ALK-rearranged), with responses seen in TKI-sensitive and TKI-resistant lines. SDMA (symmetric dimethylarginine) expression did not predict PRMT5 inhibitor sensitivity. TKI + PRMT5 inhibitor combos had greater activity than monotherapy. ConclusionsMTAP loss occurs in 1-in-5 oncogene-driven metastatic NSCLCs. PRMT5 inhibitor activity is independent of TKI exposure, driver alteration, and SDMA expression and enhanced by addition of TKI. These findings support clinical evaluation of PRMT5 inhibitor + TKI combinations for advanced NSCLC.

cancer biology↗

bioRxiv2025

Social environment affects vocal individuality in a non-learning species

Individual recognition is fundamental to the social behaviour of many animals. In high-density populations, animals encounter and compete with conspecific rivals more frequently, which should enhance the individuality of their signals to facilitate recognition among neighbours. We investigated vocal individuality in male territorial calls of two populations of little owls (Athene noctua) with different densities. Further, to explore the potential influence of local population distribution on individuality, we also examined isolated males without neighbours and clumped males with neighbours. Our findings indicate higher individuality at higher densities across both scenarios, measured using two individuality metrics: Beechers information statistic and Discrimination score. Additionally, clumped males exhibited significantly lower acoustic niche overlaps compared to isolated males, suggesting that the immediate social environment might be more influential than larger-scale population density patterns. This study is the first to demonstrate that vocal individuality in a territorial species is influenced by conspecific density, similar to findings in group-living and colonial species.

animal behavior and cognition↗

bioRxiv2023

Pervasive environmental chemicals impair oligodendrocyte development

Exposure to environmental chemicals can impair neurodevelopment1-4. Oligodendrocytes that wrap around axons to boost neurotransmission may be particularly vulnerable to chemical toxicity as they develop throughout fetal development and into adulthood5,6. However, few environmental chemicals have been assessed for potential risks to oligodendrocyte development. Here, we utilized a high-throughput developmental screen and human cortical brain organoids, which revealed environmental chemicals in two classes that disrupt oligodendrocyte development through distinct mechanisms. Quaternary compounds, ubiquitous in disinfecting agents, hair conditioners, and fabric softeners, were potently and selectively cytotoxic to developing oligodendrocytes through activation of the integrated stress response. Organophosphate flame retardants, commonly found in household items such as furniture and electronics, were non-cytotoxic but prematurely arrested oligodendrocyte maturation. Chemicals from each class impaired human oligodendrocyte development in a 3D organoid model of prenatal cortical development. In analysis of epidemiological data from the CDCs National Health and Nutrition Examination Survey, adverse neurodevelopmental outcomes were associated with childhood exposure to the top organophosphate flame retardant identified by our oligodendrocyte toxicity platform. Collectively, our work identifies toxicological vulnerabilities specific to oligodendrocyte development and highlights common household chemicals with high exposure risk to children that warrant deeper scrutiny for their impact on human health.

neuroscience↗

bioRxiv2021

Pre-implantation mouse embryo movement under hormonally altered conditions

Precise regulation of embryo movement is crucial to successful implantation, but the role of ovarian hormones in this process is not understood. We ascertain the effects of altered hormonal environment on embryo movement using two delayed implantation models: Natural lactational Diapause (ND), a naturally occurring alternate model of pregnancy, and Artificially induced Diapause (AD), a laboratory version of ND. Our previous work suggests that embryos in a natural pregnancy (NP) first display unidirectional clustered embryo movement, followed by bidirectional scattering and spacing movement. In contrast, in the ND model, embryos are present as clusters near the oviductal-uterine junction for ~24-hours longer than NP, followed by locations consistent with a unidirectional scattering and spacing movement. Intriguingly, the AD model closely resembles embryo location in NP and not ND. Further, unlike the popular paradigm of reduced estrogen (E2) levels in diapause E2 levels are comparable across NP, ND, and AD, while progesterone (P4) levels are reduced in ND and highly increased in AD when compared to NP. Exogenous administration of E2 or P4 modifies the unidirectional clustered embryo movement, while E2 treatment causes a reduction in P4 and affects the bidirectional phase of embryo movement. Taken together, our data suggest embryo movement can be modulated by both P4 and E2. Understanding natural hormonal adaptation in diapause provides an opportunity to determine key players regulating embryo movement and implantation success. This knowledge can be leveraged to understand pregnancy survival and implantation success in hormonally altered conditions in the clinic.

developmental biology↗

bioRxiv2020

Mechanical and signaling mechanisms that guide pre-implantation embryo movement.

How a mammalian embryo determines and arrives at its site of attachment is a mystery that has puzzled researchers for decades. Additionally, in multiparous species, embryos face a unique challenge of achieving adequate spacing to avoid competition for maternal resources. Using our enhanced confocal imaging and 3D image reconstruction technology, we evaluate murine embryo location in the uterus along the longitudinal oviductal-cervical axis. Our analysis reveals three distinct pre-implantation stages: a) Embryo entry; b) Unidirectional movement of embryo clusters; and c) Bidirectional scattering and spacing of embryos. We show that unidirectional movement of embryo clusters is facilitated by a mechanical stimulus of the embryo as a physical object and is regulated by adrenergic uterine smooth muscle contractions. Embryo scattering, on the other hand, relies on embryo-uterine communication reliant on the LPAR3 signaling pathway and is independent of adrenergic muscle contractions. We propose that the presence of embryo clusters in the uterine horn provides an opportunity for the uterus to sense and count the embryos, followed by scattering and spacing these embryos along the given length of the horn. Thus, uterine implantation sites in mice are neither random nor predetermined but are guided by the number of embryos entering the uterine lumen. These studies have implications for understanding how embryo-uterine communication is key to determining an optimal implantation site, which is necessary for the success of a pregnancy. Significance StatementIn mammals that carry multiple offspring in one gestation, embryos seemingly acquire even embryo spacing. Such even distribution would imply a guided interaction between the mother and the fetus very early on in pregnancy to allow favorable pregnancy outcomes. Thus, it is essential to understand quantitatively if and when such a uniform distribution of embryos is established. Further, uncovering the physical and biological mechanisms that allow for such equal distribution of embryos, will improve our understanding of early pregnancy events and provide for novel targets for improving pregnancy success in case of infertility and artificial reproductive technologies as well as to develop non-hormonal therapies for contraception.

developmental biology↗

bioRxiv2020

Non-Canonical Targets of HIF1a Drive Cell-Type-Specific Dysfunction

All mammalian cells sense and respond to insufficient oxygen, or hypoxia, through the activity of hypoxia-inducible factors (HIFs), an evolutionarily conserved family of transcriptional regulators that promote oxygen-independent energy metabolism and angiogenesis. While HIF activation is transiently protective for all cells, prolonged HIF activity drives distinct pathological responses in different tissues. How HIF achieves this pleiotropic effect is largely unknown. Here, we demonstrate that non-canonical targets of HIF1a impair the function of oligodendrocyte progenitor cells (OPCs) to generate oligodendrocytes. Beyond the canonical gene targets shared between all cell types, HIF1a also bound to and activated a unique set of targets in OPCs including Ascl2 and Dlx3. Each of these targets, when ectopically expressed, was sufficient to block oligodendrocyte development through suppression of the key oligodendrocyte regulator Sox10. Chemical screening revealed that inhibition of MEK/ERK signaling overcame the HIF1a-mediated block in oligodendrocyte generation by restoring Sox10 expression without impacting canonical HIF1a activity. Collectively this work defines the mechanism by which chronic HIF1a suppresses oligodendrocyte formation. More broadly, we establish that cell-type-specific HIF1a targets, independent of the canonical hypoxia response, perturb cell function and drive disease in chronic hypoxia.

developmental biology↗

bioRxiv2018

Therapeutic suppression of proteolipid protein rescues Pelizaeus-Merzbacher Disease in mice

Mutations in proteolipid protein 1 (PLP1) result in failure of myelination and severe neurological dysfunction in the X-linked pediatric leukodystrophy Pelizaeus-Merzbacher disease (PMD). The majority of PLP1 variants, including supernumerary copies and various point mutations, lead to early mortality. However, PLP1-null patients and mice display comparatively mild phenotypes, suggesting that reduction of aberrant PLP1 expression might provide a therapeutic strategy across PMD genotypes. Here we show, CRISPR-Cas9 mediated germline knockdown of Plp1 in the severe jimpy (Plp1jp) point mutation mouse model of PMD rescued myelinating oligodendrocytes, nerve conduction velocity, motor function, and lifespan to wild-type levels, thereby validating PLP1 suppression as a therapeutic approach. To evaluate the therapeutic potential of Plp1 suppression in postnatal PMD mice, we tested antisense oligonucleotides (ASOs) that stably decrease mouse Plp1 mRNA and protein in vivo. Administration of a single intraventricular dose of Plp1-targeted ASOs to postnatal jimpy mice increased myelination, improved motor behavior, and extended lifespan through an 8-month endpoint. Collectively, these results support the development of PLP1 suppression as a disease-modifying therapy for most PMD patients. More broadly, we demonstrate that RNA therapeutics can be delivered to oligodendrocytes in vivo to modulate neurological function and lifespan, opening a new treatment modality for myelin disorders.

neuroscience↗