Biology subjects

David, A.

Publications and source records attributed to David, A..

At least 19 recordsLinked to original sources

bioRxiv2026

SPEAR: Spatial Epitranscriptomic Analysis by Mass Spectrometry Reveals Localized RNA Modification Remodeling During Glioma Progression

RNA modifications shape cell identity and disease, yet their spatial organization within tissues has remained largely inaccessible to existing technologies. NGS-based methods can map a limited number of individual modifications with spatial resolution, while liquid chromatography-tandem mass spectrometry (LC-MS/MS) provides comprehensive and quantitative coverage of the epitranscriptome from bulk, homogenized tissue. No current approach combines histological resolution, broad modification coverage, quantitative accuracy, and the sensitivity required for microscale clinical specimens. We present SPEAR (SPatial Epitranscriptomic Analysis by mass spectrometRy), a workflow coupling laser microdissection with a redesigned LC-MS/MS pipeline to enable quantitative epitranscriptomic profiling directly from formalin-fixed, paraffin-embedded (FFPE) tissue. This combination enables reproducible detection of dozens of RNA modifications from regions as small as 0.1 mm2, establishing a spatial scale previously inaccessible to mass spectrometry-based approaches. Applied to serial mouse brain sections, SPEAR resolved anatomically defined epitranscriptomic signatures across white and gray matter, establishing its spatial resolution and reproducibility in a controlled system. We then applied SPEAR to human diffuse gliomas containing, within individual specimens, both primary low-grade tumor regions and discrete foci undergoing transformation toward higher-grade malignancy. SPEAR resolved this transition directly, revealing a coordinated decrease in multiple methylated RNA modifications specifically within higher-grade regions, a spatially restricted signal that was masked by bulk analysis and reproducibly observed across patients despite underlying genetic heterogeneity. SPEAR establishes spatial epitranscriptomics as a tractable approach for molecular profiling of clinical tissue, providing a platform for biomarker discovery and molecular stratification based on the spatial organization of RNA modifications.

cancer biology↗

bioRxiv2026

THE MULTIFUNCTIONAL PROTEIN E4F1 REGULATES MELANOCYTIC FUNCTIONS IN MICE THROUGH PROTEIN TRANSLATION AND MITF EXPRESSION

The multifunctional protein E4 transcription factor 1 (E4F1) is an essential regulator of skin homeostasis, playing a critical role in epidermal stem cell maintenance and keratinocyte differentiation. However, the functions of E4F1 in other skin cell type remain poorly investigated. Here, we describe its role in melanogenesis, the physiological process for synthesis of melanin pigments. Using genetically engineered mouse models that enabled conditional inactivation of E4f1 specifically in melanocytes, we demonstrated that E4f1 loss induces severe pigmentation defects without affecting melanocyte survival nor differentiation. At the molecular level, E4f1 depletion reduces the expression of its direct transcriptional target genes involved in protein translation, including Elp3 and Eef1g, leading to translation alterations and consequently the induction of the Integrated Stress Response (ISR). This response resulted in microphthalmia-associated transcription factor (MITF) downregulation, inducing a decrease in the expression of enzymes involved in melanin synthesis. Consistent with these findings, Elp3 or Eef1g depletion recapitulated the decrease in MITF levels in vitro, and pharmacological inhibition of ISR partially rescued melanin content in vivo, confirming a key role of the E4F1-protein translation-ISR cascade in melanogenesis. Together, our data identify E4F1-associated translation functions as a key regulator of the melanocytic lineage.

physiology↗

bioRxiv2026

Dual profiling of DNA modifications with enhancer features during the exit of naive pluripotency

Cis-regulatory elements, such as enhancers, play an essential role in coordinating gene expression programs during cellular transitions. As such, substantial efforts have been made to characterize enhancer elements, e.g., chromatin accessibility, transcription factor (TF) binding sites, histone post-translational modifications (PTMs), and 5-cytosine DNA methylation and hydroxymethylation (5mC and 5hmC). Elevated 5mC levels are typically correlated with the inactive enhancer state. However, whether 5mC precludes TF binding or is simply a downstream consequence of enhancer decommissioning is difficult to determine. Bulk genomics assays from cell populations fail to fully capture cellular heterogeneity, and single-cell assays often suffer from limited read counts per cell. Here, we leveraged tagmentation-based technologies to assess chromatin features with 5mC simultaneously: Methyl-ATAC and Methyl-CUT&Tag. In addition, we modified the technique to interrogate 5hmC dynamics (hM-ATAC). We employed these techniques during the exit of naive pluripotency in mouse embryonic stem cells (mESCs), which recapitulates the embryonic DNA methylation establishment program. This system withstands the complete absence of DNA methylation and demethylation machinery, allowing us to further dissect the temporal contributions of 5mC and 5hmC. Given the affordability of these techniques, we were able to obtain robust, dynamic single-molecule 5mC/5hmC information during this cellular transition for chromatin accessibility and histone marks in wild-type and mutant conditions. The sum of these data allowed for unprecedented insight into the role that 5mC turnover plays at enhancers during a key window of mammalian embryonic development.

Molecular Biology↗

bioRxiv2026

Impact of WaSH and dietary practices on age-driven gut microbiome in stunted young children

BackgroundStunting, defined as height-for-age below -2 standard deviations of the WHO child growth standards median, is influenced by nutritional and environmental factors. It remains a public health challenge in Tanzania, particularly in Iringa (prevalence 57%, exceeding the national average of 30%), despite abundant food production. This study explored the gut bacteriome as a potential biomarker for child growth and its association with water, sanitation, and hygiene (WaSH) practices in food-secure settings. MethodsA community-based cross-sectional study (September-October 2024) enrolled children aged 5-23 months in Iringa, collecting fecal samples and household data on growth metrics, WaSH, feeding practices, and illness. The V3-V4 region of the 16S rRNA gene was sequenced using Illumina MiSeq and analysed with QIIME2 and R for alpha and beta diversity, differential abundance (ANCOM-BC), and random forest (RF) modelling. ResultsOverall, 60.5% of 297 children were stunted. Stunting was associated with older age, male gender, discontinued breastfeeding, poor feeding diversity, toilet sharing, and residence location (p < 0.001, p = 0.049, p = 0.001, p = 0.001, p = 0.001, and p = 0.005, respectively). Significant differences in bacterial community composition were observed between stunted and normally growing children (Shannon p = 0.0053; Bray-Curtis p = 0.001). A shared core bacteriome was identified in both groups, influenced by environmental and dietary factors. Normally growing children were enriched with Bifidobacterium, Rothia, Olsenella, Slackia, Lactobacillus, Gemella, and Oscillibacter, while stunted children showed enrichment of Prevotella, Akkermansia, Fusobacterium, Acinetobacter, Alistipes, Odoribacter, Fournierella, and the Ruminococcus torques group. ConclusionAge was the most consistent predictor of gut microbial diversity. Stunting does not appear to be caused by a completely different gut microbiome; instead, shared environmental and dietary factors shape both gut bacteria and child growth. Promoting diverse complementary feeding, continued breastfeeding, and improved hygiene could mitigate risks and inform targeted interventions in food-secure regions.

microbiology↗

bioRxiv2026

A TAK1-Driven NLRP1 Inflammasome Pathway Revealed by Phosphatase-Targeting Environmental Toxins

Human NLRP1 is highly sensitive to phosphorylation-dependent activation, indicating a need for tight phosphatase control to prevent excessive inflammasome activity. In this study, we identified the phosphatases PP1 and PP2A as negative regulators of the NLRP1 inflammasome in human keratinocytes. Accordingly, exposure to the environmental toxins Dinophysistoxin, Okadaic acid, and Cantharidin, which inhibit PP1 and PP2A, triggered NLRP1 inflammasome activation. Notably, this toxin-induced activation process relied on hyperactivation of the MAP3 kinase TAK1. Mechanistically, both TAK1 and its downstream effectors p38 kinases phosphorylated and activated the NLRP1 inflammasome. Further studies underscored that TAK1 also contributed to the NLRP1 inflammasome activation during double-stranded RNA stimulation and viral infection. Finally, human native skins exposed to environmental toxins underlined the role of the PP1/PP2A-regulated TAK1/p38 axis in the development of skin dermatitis. Thus, these findings reveal a novel pathway of phosphorylation-driven NLRP1 activation and expand our understanding of its regulation in epithelial immunity. One Sentence SummaryPP1/PP2A phosphatases restrict TAK1-driven NLRP1 inflammasome response. O_FIG O_LINKSMALLFIG WIDTH=146 HEIGHT=200 SRC="FIGDIR/small/701233v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@128de37org.highwire.dtl.DTLVardef@151fbdorg.highwire.dtl.DTLVardef@d6b98aorg.highwire.dtl.DTLVardef@12f419d_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOGraphical abstractC_FLOATNO Schematic representation of the phosphorylation-driven hNLRP1 inflammasome response upon exposure to environmental toxins and to dsRNA/viral infection. C_FIG

immunology↗

bioRxiv2026

The floral illusion: A parasitic beetle mimics the scent of flowers to attract bees

Animals are not known to biosynthesize floral signals to manipulate pollinators, although such mimicry could profoundly shape plant-pollinator interactions. Larvae of the poisonous European blister beetle Meloe proscarabaeus parasitize multiple solitary bee species, yet the mechanism enabling host attraction has remained unresolved. Here we show that these larvae lure bees by emitting a bouquet of volatile compounds that closely resembles floral scent. Chemical analyses reveal a complex blend of monoterpenoids derived from (S)-linalool, a ubiquitous floral volatile. Behavioral assays demonstrate that these compounds function as floral cues, eliciting attraction in bees. Transcriptomic and functional analyses identify cytochrome P450 enzymes that oxidize (S)-linalool, demonstrating that larvae biosynthesize these plant-like volatiles de novo. Together, these findings broaden the scope of interkingdom chemical mimicry and uncover a striking form of sensory deception in which an insect chemically assumes the signal identity of a flower, revealing that animals can evolve biosynthetic pathways to exploit plant-pollinator communication.

ecology↗

bioRxiv2025

Reversible multiscale corneal sexual dimorphism orchestrates neuro-epithelial coupling and tear proteome composition

Donor-recipient sex mismatch is an under-recognized risk factor for corneal graft rejection, yet the biological underpinnings at the ocular surface remain undefined. We hypothesized that sex hormones coordinately tune the tear-nerve-epithelium axis and that androgen exposure could normalize sex-linked differences relevant to alloimmune risk. We profiled 12-week-old mice in three hormonal contexts, i.e. male, female, and testosterone-treated female, combining tear biochemistry and label-free proteomics with epithelial lineage dynamics, in vivo sensory function, and corneal/trigeminal transcriptional readouts. Tear collection rate was comparable across groups, but total tear protein was reduced in females. Proteomics revealed extensive sex differences in extracellular composition, spanning lipid transport, protease-antiprotease balance, complement activity, and secretory/mucin pathways. Epithelial analyses showed sex-linked differences in progenitor output and spatial deployment, and sensory metrics indicated divergent innervation architecture and function. Across modalities, androgen supplementation in females shifted molecular and physiological profiles toward the male state, attenuating nearly all dimorphic signals, demonstrating that close to all sexual dimorphism observed here is reversible by testosterone and reflects an actively maintained endocrine state rather than a fixed developmental program. Complementary metabolite profiling provides a sex-stratified atlas of free modified nucleosides in tears, positioning extracellular epitranscriptomic markers as accessible indicators of hormonal context. Together, these results establish a multiscale, hormone-responsive sexual dimorphism at the ocular surface and offer a mechanistic framework linking sex and endocrine status to parameters that influence graft integration. They motivate sex-aware biomarkers, stratification by hormonal context in diagnostics and trials, and therapeutic strategies, including androgenic modulation, to mitigate the elevated rejection risk associated with sex mismatch in corneal transplantation.

physiology↗

bioRxiv2025

Loss of tRNA uridine thiolation affects mRNA translation, protein production, and sulfur-compound metabolism in Arabidopsis

The uridine at position 34 of tRNA anticodon loops is always modified at variable levels depending on environmental conditions, but a function for this highly conserved modification has not been firmly established. Using Arabidopsis thaliana, we show that the thiolation of U34 is a prerequisite for the subsequent modifications at position 32 and 37 of the tRNALys(UUU) anticodon loop, revealing a novel modification network. Surprisingly, the level of tRNALys(UUU) is strongly increased rather than reduced in the ctu1 or ctu2 mutant backgrounds that prevent these modifications. This suggests the existence of a regulatory feedback loop that drives the transcription of this specific tRNA gene family. Furthermore, we observed that the ability of the ribosome to decode AAA, GAA and CAA codons is impaired when the thiol group is lost, leading to a reduction in protein production, especially for genes enriched in these codons. Finally, we show that loss of tRNA thiolation results in variations in levels of many proteins involved in sulfur-compound metabolism and several sulfur-containing metabolites, suggesting that the level of tRNA thiolation may act as a sensor that regulates these processes.

molecular biology↗

bioRxiv2025

Comprehensive healthspan assessments and influence of sex as a biological variable in aging rats

Rats share a significant amount of genetic and physiological similarity with humans. Many biological processes and pathways are conserved between rats and humans, making rats a suitable model for studying various aspects of human health and disease. Using rats as an aging model offers a more ethical alternative to using larger, longer-lived animals like primates. Rats are easier to handle in laboratory settings, as compared to non-human primates, both of which have physiological functions like humans. To date, there are very few studies which have comprehensively studied age-related changes in rat physiology. Here we present a longitudinal assessment of several aspects of Brown-Norway rat physiology and histopathology using molecular and functional assessments at 6-, 17- and 27 months of age. Our studies thus provide age-related healthspan parameters, which can be used as reference for genetic or pharmacological rat models of aging.

animal behavior and cognition↗

bioRxiv2025

RABV L protein plays a role in immune escape through its methyltransferase activity

Viruses in the Mononegavirales order encode a large protein that orchestrates replication, transcription, and the capping of viral RNA. This protein, comprising over 2.000 amino acids, contains an RNA-dependent RNA polymerase, a capping domain, and a methyltransferase (MTase) domain involved in methylating the cap structure. The MTase domain features a conserved K-D-K-E catalytic tetrad -typical of 2'O-methyltransferases-which is essential for methylating viral mRNA caps at both the N7 and 2'O positions. However, the role of these residues in other epitranscriptomic modifications of rabies virus (RABV) RNAs remains poorly characterized. To further explore the role of mRNA cap methylation in the immune evasion strategies of RABV, we investigated the functional contribution of the K-D-K-E motif within the MTase domain, using the Thai isolate as a model. Using reverse genetics, we demonstrated that the mutation K1830R in the K-D-K-E tetrad of the Tha MTase domain induces changes in the methylation landscape of viral mRNAs and, intriguingly, of host mRNAs. In addition, viruses harbouring the K1830R mutation are more sensitive to interferon- and exhibit a less pathogenic phenotype in vitro and in vivo compared to the wild-type virus. Overall, these results suggest that the regulation of viral and cellular RNA methylation landscapes plays a crucial role in controlling RABV infection. Although the exact role of these epitranscriptomic modifications is not yet fully understood, some of these methylations appear to have proviral effects and enhance viral propagation by allowing RABV to efficiently evade the hosts antiviral response. ImportanceThis study highlights the pivotal role of the K-D-K-E catalytic domain included in the methyltransferase domain of the large protein of Rabies virus, by modelling viral RNAs with epitranscriptomic changes. For the first time, we identify specific methylations on the viral RNA, such as 2-O and m6A methylations, which seem to enable the virus to mask its RNA and evade detection by the hosts pattern recognition receptors. These epitranscriptomic modifications affect not only viral RNAs but also cellular RNAs, underscoring a complex interplay between viral and host mechanisms. We further demonstrate that RABV harbouring an altered K-D-R-E catalytic domain, exhibit differential methylation patterns correlated with increased sensitivity to IFN and lower pathogenicity. This emphasizes the importance of this domain in virulence and immune evasion.

microbiology↗

bioRxiv2025

Generative genomics accurately predicts future experimental results

Realizing AIs promise to accelerate biomedical research requires AI models that are both accurate and sufficiently flexible to capture the diversity of real-life experiments. Here, we describe a generative genomics framework for AI-based experimental prediction that mirrors the process of designing and conducting an experiment in the lab or clinic. We created GEM-1 (Generate Expression Model-1), an AI system that effectively models the enormous range of bulk and single-cell gene expression experiments performed by scientists and benchmarked its performance across multiple biological axes. GEM-1s prediction of future gene expression experiments-RNA-seq data deposited in public archives after our training data cutoff-yielded accuracy comparable to the best-possible performance estimated by comparing the results of matched lab experiments. Overall, our approach illustrates the transformative potential of generative genomics for applications ranging from predicting cellular perturbations in vitro to de novo generation of data from large clinical cohorts.

genomics↗

bioRxiv2025

Missense3D-PTMdb an interactive web resource to explore and visualize genetic variants and post-translational modifications sites (PTMs) using AlphaFold 3D models

Only a fraction of the >11 million missense variants identified in the human population has a known damaging or tolerated clinical impact. Post-translational modifications (PTMs), such as phosphorylation, glycosylation and ubiquitination, are key regulators of protein function and structure, and are critical for protein localisation, stability and interactions with other molecules. The ability of a protein to undergo PTMs, is subject to a correctly folded protein structure, and the recognition and binding of enzymes to specific amino acid motifs in close proximity to residues that undergo PTMs [PTM residue]. AlphaFold models provide an unprecedented opportunity to perform sequence-structure mapping of variants, which are in close linear or spatial proximity to a PTM site and should have their impact on protein function experimentally investigated. We present Missense3D-PTMdb, a "one-stop-shop" interactive web tool that provides a user-friendly sequence-structure mapping of 20,235 human proteins to 11,544,303 naturally occurring human missense variants, 203,775 PTM sites and their neighbours in sequence and 3D structure space using AlphaFold generated 3D models of the human proteome. Additionally, the sequence-structure mapping tool allows visualization and exploration of any human variant not currently stored in the database. Missense3D-PTMDb is freely available at https://missense3d.bc.ic.ac.uk/ptmdb.

genetics↗

bioRxiv2025

The AlphaFold Database Ages

The AlphaFold database provides 200M protein structures predicted by AlphaFold2 and released in 2022 from sequences in UniProt in April 2021. However, of the 20,504 full-length human structures in the AlphaFold database, 631 entries conflict with UniProt (version 2025_03 i.e. release 3 of 2025 published Jun 18, 2025); and there is a similar discrepancy for other species. This highlights how bioinformatics resources, as exemplified by the AlphaFold database can rapidly age. Time flies in bioinformatics.

bioinformatics↗

bioRxiv2025

Discovery of iridoid cyclase completes the iridoid pathway in asterids

Iridoids are specialized monoterpenes ancestral to asterid flowering plants (Albach et al, 2001; Stull et al, 2018). Iridoids play key roles in plant defense and are also essential precursors for pharmacologically important alkaloids (Dobler et al, 2011; Eisner, 1964). The biosynthesis of all iridoids involves the cyclization of a reactive enol intermediate. While this cyclization occurs spontaneously at low yields, it has long been hypothesized that a dedicated enzyme is involved in this process (Geu-Flores et al, 2012; Lichman et al, 2019b). Here, we report the discovery of asterid iridoid cyclases (ICYC). We show that these enzymes catalyze cyclization of the reactive intermediate to form the two major iridoid stereoisomers found in plants. Our work uncovers the last missing key step in the otherwise well-characterized iridoid biosynthesis pathway in asterids. This discovery unlocks the possibility to generate previously inaccessible iridoid stereoisomers, which will enable metabolic engineering for the sustainable production of valuable iridoid and iridoid-derived compounds.

plant biology↗

bioRxiv2025

Rejuvenated human amniotic fluid stem cells: a superior source of standardized induced mesenchymal stem cells for enhanced therapeutic applications

Human fetal mesenchymal stem cells (hfMSCs) present advantageous characteristics compared to their adult counterparts and have emerged as potent cells in the field of regenerative medicine. In the context of skeletal regeneration, human amniotic fluid stem cells (AFSCs) have been shown to improve the quality and structure of the bone extracellular matrix in an experimental model of severe osteogenesis imperfecta. However, primary hfMSCs undergo replicative senescence during in vitro expansion, along with a progressive decrease in plasticity and tissue repair potential. To overcome this challenge, we rejuvenated AFSC to pluripotency using non-integrative episomal reprogramming and subsequently re-derived the cells towards the mesoderm to obtain induced MSCs (iMSCs). We found that iMSCs have a slower proliferation rate compared to their parental cell line (40h{+/-}2h vs. 29h{+/-}5h) but retain the multipotency and differentiation potential characteristic of MSCs. Comparative genomic analysis revealed that iMSCs express higher levels of genes involved in maintaining stemness, cell signaling, adhesion and migration, as well as promoting osteoblast differentiation, whilst AFSC expressed higher levels of genes involved in cell proliferation. In addition, iMSCs secrete small extracellular vesicles (iEVs) that have the potential to stimulate fibroblast migration, a key process in tissue repair and wound healing. Together, these data suggest that resetting the epigenetic clock of primary hfMSCs may represent a promising strategy to address the limitations associated with primary cell use and enhance their therapeutic potential.

cell biology↗

bioRxiv2025

Decoding the molecular complexity governing corneal wound closure in vivo

The cornea, the transparent outermost layer of the eye, possesses exceptional wound healing capabilities essential for vision preservation. The complexity of the corneal microenvironment is central to its rapid healing; however, the molecular mechanisms orchestrating this process remain poorly defined, limiting therapeutic advancements. Here, we elucidate the extensive remodeling of the corneal molecular landscape following physical injury. Multi-omics analyses--including transcriptomic, epitranscriptomic, and proteomic profiling--uncover significant induction of epithelial cell plasticity driving wound closure. Moreover, lacrimal gland ablation further suppresses Pax6 expression, highlighting its regulatory role. Our multi-omic approach uniquely reveals bilateral remodeling of the molecular environment, a phenomenon constrained by an intact tear film. Collectively, our findings identify novel molecular factors critical to corneal healing, significantly advancing the understanding of epithelial plasticity. These insights will facilitate the translation of cell plasticity research into innovative strategies for tissue and organ regeneration.

physiology↗

bioRxiv2024

Exploring the relationship between GBA1 host genotype and gut microbiome in the GBA1L444P/WT mouse model: Implications for Parkinson disease pathogenesis

BackgroundHeterozygous variants in GBA1 are the commonest genetic risk factor for Parkinson disease (PD) but penetrance is incomplete. GBA1 dysfunction can cause gastrointestinal disturbances and microbiome changes in preclinical models. Mounting evidence suggests that the microbiota-gut-brain axis is potentially implicated in PD pathogenesis. Whether the gut microbiome composition is influenced by host GBA1 genetics in heterozygosis has never been explored. ObjectivesTo evaluate whether heterozygosity for the GBA1 pathogenic L444P variant can cause perturbations in gut microbiome composition. MethodsFaecal samples collected from GBA1L444P/WT and GBA1WT/WT mice at 3 and 6 months of age were analysed through shotgun metagenomic sequencing. ResultsNo differences in - and {beta}-diversity were detected between genotyped groups, at either time points. Overall, we found a little variation of the gut microbiome composition and functional potential between GBA1L444P/WT and GBA1WT/WT mice over time. ConclusionHost GBA1 genotype does not impact gut microbiome structure and composition in the presented GBA1L444P/WT mouse model. Studies investigating the effect of a second hit on gut physiology and microbiome composition could explain the partial penetrance of GBA1 variants in PD.

neuroscience↗

bioRxiv2024

Random subsamples of animal populations can reveal intrinsic differences in sociality with key implications in ecology, conservation and disease transmission

Animal populations are under mounting stress from the dual threats of climate change and rapid global human population growth, raising significant concerns about declining wildlife and the rising risk of zoonotic diseases. In many species, social interactions can be a highly plastic suite of behaviours that are responsive to these disturbances and are consequential to other processes like disease transmission and population dynamics. Studying social interactions can be challenging in that researchers often rely on wildlife population subsamples due to practical constraints and costs, which can introduce biases in the reliability of social network metrics. We investigated the extent to which subsamples can depict intrinsic characteristics of wildlife populations using data from three distinct species: peri-urban fallow deer, Alpine ibex and Angolan giraffe. We showed that random subsamples of these populations could still reveal differences in their social behaviour, indicating that, as long as researchers have a reliable estimate of population size, subsampling animal populations can be an effective and precise method to infer their sociality and offer valuable empirical data for management, conservation and zoonotic disease ecology. Furthermore, we demonstrate that non-random sampling, influenced for instance by animal personality and related trappability, can introduce significant biases in social network estimates. These findings underscore the importance of accounting for sampling biases in social network analysis and offer a robust framework for using partial networks in ecological studies and conservation management.

ecology↗