Biology subjects

M, S.

Publications and source records attributed to M, S..

11 recordsLinked to original sources

bioRxiv2025

The Duality of Insect Macroevolution: Pulsed Genomes and Gradual Morphology Shape Lineage Diversification

Insects, comprising over half of all known species, are pivotal to ecosystems and ideal for studying trait evolution due to their morphological and genomic diversity. Yet, the macroevolutionary interplay between their phenotypic traits and genomic architecture is poorly resolved. Using a Tree of Life framework and phylogenetic comparative methods, we investigated the evolutionary dynamics of morphological and genomic traits across multiple insect orders with trait-specific taxonomic sampling optimized for data availability. Critically, while traditional metrics showed no correlation between species richness and evolutionary mode, the pattern of pulsed evolution revealed a clear macroevolutionary signal. Morphological diversification tended towards gradualism, whereas genomic evolution was predominantly pulsed. Notably, this pulsed signal manifested differently: large morphological pulses were associated with species-poor clades like Odonata, while species-rich clades exhibited major pulses in genome size. These results demonstrate that interpreting pulsed evolutions contribution to diversification requires careful consideration of both trait identity and phylogenetic context. Further, for both morphological and genomic traits, the degree of phylogenetic conservatism was independent of the evolutionary distance between orders.

evolutionary biology↗

bioRxiv2024

Machine learning model to predict risk assessment of a child inheriting a genetic disorder

Advancements in Machine Learning (ML) have revolutionised precision medicine, particularly in predicting and preventing genetic disorders. This study provides a comprehensive analysis of ML models designed for the risk assessment of genetic disorders in children, based on clinical history and pedigree analysis. Leveraging a diverse dataset of familial genetic profiles, clinical outcomes, and medical histories, we employed ML algorithms to identify inheritance patterns, assess genetic risks for Mendelian disorders, and predict disease recurrence. The analysis incorporates several ML algorithms, including Gradient Boosting, XGBoost, Random Forest, Logistic Regression, Naive Bayes, and Support Vector Machines (SVM), with the Gradient Boosting model achieving the highest mean cross-validation score of over 0.99. Designed for primary care physicians and healthcare professionals, this model aids in genetic counselling by predicting genetic disorder recurrence based on family history. The paper also addresses ethical and legal considerations, emphasising the importance of genetic counselling and informed decision-making. This tool is intended to support, not replace, medical professionals. This work advances personalised risk assessment for Mendelian single-gene disorders, including autosomal dominant, autosomal recessive, and X-linked recessive disorders, contributing to the field of genomic medicine and facilitating effective family planning strategies. Author summaryGenetic disorders are posing significant socio-economic, health, and psychological burdens due to the risk of inheritance, which can impact future generations with health complications. Genetic counselling has emerged as an important tool to help manage this issue, offering guidance to susceptible families. Recent advancements in Artificial Intelligence (AI) and Machine Learning (ML) have introduced new avenues for predicting the risk of genetic disorders with greater accuracy. The aim was to leverage machine learning models that would predict the risk assessment for single gene chromosomal Mendelian disorders. To train these models, patient data was collected from a clinical geneticist at a renowned hospital, all of whom had confirmed genetic testing results. This data was used to train the models that predicted the likelihood of the next child inheriting a genetic disorder. The initial results are promising, demonstrating a good fit with the data. However, it should be noted that larger sample sizes are needed to improve the accuracy of any model. With more extensive data, its predictive capabilities can be significantly enhanced. This tool has the potential to be a resource for genetic counsellors and primary healthcare physicians, aiding them in providing more accurate risk assessments and personalised guidance to families.

genetics↗

bioRxiv2024

Dissecting the heat stress altering immune responses and skin microbiota in fish in a recirculating aquaculture system in Singapore

Environmental factors, probiotics and feed additives affect microbiota diversity in fish. Water temperature disrupts the composition and diversity of microbiota, with temperature changes triggering stress and immune responses in fish. In Singapore, water heat treatment is used to control and prevent disease outbreaks in farmed fish. Although gut microbiota responses to heat stress have been reported, little is known about the effects of heat treatment on fish immune responses and fish skin microbiota dynamics. Over a 3-mo interval, we investigated microbiota dynamics and fish immune responses associated with a heat treatment practice in a commercial fish farm with a recirculating aquaculture system (RAS). Tank water temperature was raised to 37-39 {degrees}C for 1 hour, every 2 weeks. Tank water and fish microbial communities were analysed by 16S amplicon sequencing, and host molecular expressions were determined by qPCR. We inferred that heat treatment increased stress and immune responses that protected fish from opportunistic infections. However, overreaction to temperature stress can cause dysbiosis of the skin microbiota and death. We also suggested the value of the skin microbiota Pseudomonadota: Bacteroidota (P:B) ratio as a biomarker for aquaculture fish health. IMPORTANCEAquaculture is an emerging economic activity to supply high-quality animal protein and reduce reliance on wild-caught fish products. Recently, there has been emphasis on intensive aquaculture, using a Recirculating Aquaculture System (RAS). In RAS, management of pathogens/parasites prevalence is a major challenge. Developing practical solutions for producing healthy juveniles in nursery systems will make profound contributions to sustainable aquaculture. In this study, we used an unconventional strategy, exposing juveniles to the pathobiome in the environment, followed by non-lethal heat shock treatments to enhance immunity. Short-term stress induced heat shock proteins that protected fish from opportunistic infections. We concluded that manipulating environmental-microbial-host interactions, together with enhanced functional capacity of fish immune response, has potential for disease control in aquaculture.

systems biology↗

bioRxiv2023

Multiomics-assisted characterization of rice-Yellow Stem Borer interaction provides genomic and mechanistic insights into stem borer tolerance in rice

Yellow stem borer (YSB), Scirpophaga incertulas (Walker) (Lepidoptera: Crambidae), is a major pest of rice in India, that can lead to 20-60% loss in rice production. Effective management of YSB infestation is challenged by the non-availability of adequate source of resistance and poor understanding of resistance mechanisms, thus necessitating studies for generating resources to breed YSB resistant rice and to understand rice-YSB interaction. In this study, by using bulk-segregant analysis in combination with next-generation sequencing, Quantitative Trait Loci (QTL) intervals in five rice chromosomes were mapped that could be associated with YSB tolerance at vegetative phase in a highly tolerant rice line named SM92. Further, multiple SNP markers that showed significant association with YSB tolerance in rice chromosomes 1, 5, 10, and 12 were developed. RNA-sequencing of the susceptible and tolerant lines revealed multiple genes present in the candidate QTL intervals to be differentially regulated upon YSB infestation. Comparative transcriptome analysis revealed a putative candidate gene that was predicted to encode an alpha-amylase inhibitor. Analysis of the transcriptome and metabolite profiles further revealed a possible link between phenylpropanoid metabolism and YSB tolerance. Taken together, our study provides insights on rice-YSB interaction at genomic, transcriptomic and metabolomic level, thereby facilitating the understanding of tolerance mechanism. Importantly, a promising breeding line and markers for YSB tolerance have been developed that can potentially aid in marker-assisted breeding of YSB resistance among elite rice cultivars. SIGNIFICANCE STATEMENTGlobal rice production is threatened by various pests, among which stem borers pose serious challenges. Hence, understanding the molecular intricacies of rice-stem borer interaction is necessary for effective pest management. Here, we used a multi-omics approach to unravel the mechanisms that might help rice combat yellow stem borer infestation, thus providing insights and scope for developing YSB tolerant rice varieties. To facilitate the latter, we developed markers that co-segregate with tolerance.

plant biology↗

bioRxiv2023

Proteomic analysis reveals APOE isoform-specific regulation of ribosomes in neural precursor cells

ApoE4 isoform contributes to increased risk for Alzheimers Disease (AD) over the life course of individuals. Much remains unknown about the biological pathways that connect APOE4 genotype with the development of pathology that eventually leads to AD, nor do we know how early in life these cellular alterations begin. To answer these questions, we derived neural precursor cells (NPCs) from induced pluripotent stem cells (IPSCs) that were CRISPR-edited at the APOE locus. We intended to characterize the protein expression landscape in the NPCs subsequent to targeted deletion of E4 from a parent IPSC line of APOE3/4 genotype. Differentially expressed proteins (DEPs) following mass spectrometric analysis were determined from the protein abundance fold change values obtained for each protein. Proteins which showed >1.5-fold difference with FDR adjusted P-value < 0.05 were considered differentially expressed. DEPs were mapped to the STRING database (v11.5) for retrieval of interacting proteins and functional enrichment. CRISPR-editing of E4 from the parent line revealed 98 differential expressed proteins. Of these, 54 were upregulated, and 44 were downregulated. Further analysis of the DEPs via STRING database showed that these changes primarily affect pathways linked to RNA processing, plasma membrane repair, and cytoskeleton organization. Indeed, we find the effects of E4 extend beyond proteins considered central to AD pathology. Knowing more about the protein interactions regulated by ApoE, in an isoform-specific manner, can reveal new mechanistic insights into development of AD.

neuroscience↗

bioRxiv2023

Aeroplane wing, a new recessive autosomal phenotypic marker in malaria vector, Anopheles stephensi Liston

A novel and distinct mutant, with an aeroplane wing (ae) phenotype, is reported for the first time in the urban malaria vector, Anopheles stephensi. The mutant mosquitoes exhibit extended wings that are easily visible to naked eyes in both sexes. This mutant was first observed in a nutritionally stressed experimental isofemale line and characterized for its genetic inheritance and other related parameters. Meticulous and strategic genetic crosses revealed that the ae gene is an autosomal, recessive, non-sex-linked and monogenic trait with full penetrance and uniform expression in the adult stage. Cytogenetic study of the ovarian polytene chromosome revealed an inversion on the 3L chromosome (3Li) in both the ae mutant and its parent line. No significant differences in wing venation and other parameters were observed in ae mutants compared to their normal parental lines. This ae mutant would be an excellent marker that can be used by researchers to study the function of related genes within the genome. Author summaryIn the present study, we have established and describe the inheritance of an unusual novel aeroplane (ae) winged mutant in Anopheles stephensi, an urban malaria vector in India. The ae mutant lines exhibit three open-wing orientations in both the sexes of adults viz. left (LW), right (RW) and double wing (DW) during its resting phase. Through various inbreeding crosses we demonstrated the mode of inheritance of the ae gene to be autosomal, recessive and monogenic in nature. The morphometric studies of eggs and wings revealed that mutant lines are on par with their parental lines. Cytogenetic study of polytene chromosome of ae mutant revealed the presence of heterogenic inversion on the 3L chromosome arm, which might help in adaptation mechanism. We strongly believe that ae phenotypic markers have great applications bridging both basic and applied genetic research such as constructing linkage maps, identifying loci of quantitative and/or qualitative traits and as guides for insect transformation studies.

genetics↗

bioRxiv2022

A replication study on key neurodevelopmental pathways affected by valproate treatment ofneural precursor cells

Adults with bipolar disorder or epileptic seizures are commonly prescribed sodium valproate. In utero exposure to this drug is linked to a multitude of defects in normal brain development, from neural tube defects to autism spectrum disorders. During the course of brain development, neural precursor cells (NPCs) give rise to neurons and glia, and therefore to understand the valproate-induced defects, it is crucial to understand its effect on NPCs. Two NPC lines, both derived from healthy individuals, were used for all experiments. Cells were treated with 0.7mM valproate for one week. Fresh media (+/- drug) was replenished every alternate day. RNA was extracted on day 7 of drug treatment, and transcriptomics performed. All experiments were performed in biological replicates. Genes that showed >1-fold difference (with FDR adjusted q-value [≤] 0.05) were considered differentially expressed. We further investigated the interacting partners of the differentially expressed genes using PINOT, as well as cellular pathways using DAVID. Our primary endpoint of analysis were genes that were differentially expressed (DEGs) with valproate treatment in both the NPC lines used. We found 21 such genes that were common in the two lines. PINOT revealed 504 interacting partners of the DEGs. Functional annotation analysis showed significant enrichment of four signaling pathways - Wnt, Notch, Rho-GTPase and PI3K-AKT. While the role of Rho-GTPase is a novel finding, we have replicated previously reported findings on Wnt, Notch and PI3K-Akt pathways, which further strengthens their role in mediating neurodevelopmental anomalies.

neuroscience↗

bioRxiv2022

Enrichment of phenotype among biological forms of Anopheles stephensi Liston through establishment of isofemale lines

The success of vector management programs relies on knowledge of the biology and genetic make-up of mosquitoes so that they can be interlaced with modern tools for developing suitable intervention strategies. There are many reports available for rearing varied species of mosquito vectors. However, there are limited studies addressing the development of isofemale lines among mosquitoes to homogenize the population to obtain both high-quality genome assemblies and enrichment of phenotype. Anopheles stephensi, an urban malaria vector, is one of the major invasive vectors of malaria distributed throughout the Indian subcontinent, Middle East, and has recently been expanding its range in Africa. With the existence of three biological forms, distinctly identifiable based on the number of ridges on eggs with varying vectorial competence, An. stephensi is a perfect species for developing a method for the successful establishment of isofemale lines, which can be tested for retention of the expected vectorial competence for the various forms. We describe the key steps in the establishment and validation of isofemale lines, which include monitoring the transgenerational fitness traits, morphometrics of eggs, and adult wing size during every generation. After the initial inbreeding depression, as proof of the tedious selection process, no significant morphometric differences were observed in the wings and egg size between the parental and their respective isofemale lines. We observed a significant change in the vectorial competence between the respective isofemale and parental lines enriching expected differential susceptibility towards malaria parasites by the type and intermediate forms. Interestingly, IndCh and IndInt strains showed variations in resistance to different insecticides belonging to all the four major classes. These variant lines have been characterized for their levels of homozygosity both at the phenotype and genotype levels and can be used as a standard reference or as a biological resource for other studies related to urban malaria research. Author summaryIsofemale lines can be a valuable resource for characterizing and enhancing several genotypic and phenotypic traits. This is the first detailed report of the establishment of two isofemale lines of type and intermediate biological forms in Anopheles stephensi. The work encompasses the characterization of fitness traits among the two lines through a transgenerational study. Further, isofemale colonies were established and used to characterize insecticide susceptibility and vector competence. The study provides valuable insights into the differential susceptibility status of the parental and isofemale to different insecticides belonging to the same class. Corroborating with the earlier hypothesis we exemplify the high vector competence in type form than the intermediate from using homozygous isofemale lines. Using these isofemale lines it is now possible to study host-parasite interactions and identify factors that might be responsible for altered susceptibility and increased vector competence in An. stephensi biological forms that would also pave way for developing better vector management strategies.

genetics↗

bioRxiv2022

Identification of a TNF-TNFR-like system in malaria vectors (Anopheles stephensi) likely to influence Plasmodium resistance

Identification of Plasmodium-resistance genes in malaria vectors remains an elusive goal despite the recent availability of high-quality genomes of several mosquito vectors. An. stephensi, with its three distinctly-identifiable forms at the egg stage, correlating with varying vector competence, offers an ideal species to discover functional mosquito genes implicated in Plasmodium resistance. Recently, the genomes of several strains of An. stephensi of the type-form, known to display high vectorial capacity, have been reported. Here, we report a chromosomal-level assembly of an intermediate-form of An. stephensi strain (IndInt), shown to have reduced vectorial capacity relative to a strain of type-form (IndCh). The contig level assembly with a L50 of 4 was scaffolded into chromosomes by using the genome of IndCh as the reference. The final assembly shows a heterozygous paracentric inversion, 3Li, involving 8 Mbp, which is syntenic to the extensively-studied 2La inversion implicated in Plasmodium resistance in An. gambiae involving 21 Mbp. Deep annotation of genes within the 3Li region in IndInt assembly using the state-of-the-art protein-fold prediction and other annotation tools reveals the presence of a TNF-like gene, which is the homolog of the eiger gene in Drosophila. Subsequent chromosome-wide searches revealed homologs of wengen (wgn) and grindelwald (grnd) genes in IndInt, which are known to be the receptors for eiger in Drosophila. We have identified all the genes in IndInt required for eiger-mediated signaling by analogy to TNF-TNFR system, suggesting the presence of a functionally active eiger signaling pathway present in IndInt. Comparative genomics of high-quality genome assemblies of the three type-forms with that of IndInt, reveals structurally disruptive mutations in eiger gene in all three strains of the type-form, alluding to compromised innate immunity in the type-form as the cause of high vectorial capacity in these strains. This is the first report of the presence of an intact evolutionarily-conserved TNF-TNFR signaling system in malaria vectors, with a potential role in Plasmodium resistance.

genomics↗

bioRxiv2021

The genome trilogy of Anopheles stephensi, an urban malaria vector, reveals structure of a locus associated with adaptation to environmental heterogeneity

BackgroundAnopheles stephensi is the most menacing malaria vector to watch for in newly urbanizing parts of the world. The fitness is reported to be a direct consequence of the vector adapting to laying eggs in over-head water tanks with street-side water puddles polluted by oil and sewage. Large frequent inversions of malaria vectors are implicated in adaptation. ResultsWe report the assembly of a strain of An. stephensi of the type-form, collected from a construction site from Chennai (IndCh) in 2016. The genome completes the trilogy with respect to a 16 Mbp inversion (2Rb) in An. stephensi associated with adaptation to environmental heterogeneity. Comparative genome analysis revealed breakpoint structure and allowed extraction of 22,650 segregating SNPs for typing this inversion. Using whole genome sequencing of 82 individual mosquitoes, we conclude that one third of both wild and laboratory populations maintain heterozygous genotype of 2Rb. The large number of SNPs are tailored to assign inversion genotype directly from 1740 exonic SNPs 80% of which are expressed in various developmental stages. ConclusionsThe genome trilogy approach accelerates study of fine structure and typing of important inversions in malaria vectors putting the genome resources for the much understudied An. stephensi, on par with the extensively studied malaria vector, Anopheles gambiae. We argue that the IndCh genome is relevant for field translation work compared to those reported earlier by showing that individuals from diverse populations cluster with IndCh pointing to significant commerce between cities, perhaps, allowing for survival of the fittest strain.

genomics↗

bioRxiv2021

SARS CoV-2 nucleoprotein enhances the infectivity of lentiviral spike particles

The establishment of SARS CoV-2 spike-pseudotyped lentiviral (LV) systems has enabled the rapid identification of entry inhibitors and neutralizing agents, alongside allowing for the study of this emerging pathogen in BSL-2 level facilities. While such frameworks recapitulate the cellular entry process in ACE2+ cells, they are largely unable to factor in supplemental contributions by other SARS CoV-2 genes. To address this, we performed an unbiased ORF screen and identified the nucleoprotein (N) as a potent enhancer of spike-pseudotyped LV particle infectivity. We further demonstrate that this augmentation by N renders LV spike particles less vulnerable to the neutralizing effects of a human IgG-Fc fused ACE2 microbody. Biochemical analysis revealed that the spike protein is better enriched in virions when the particles are produced in the presence of SARS CoV-2 nucleoprotein. Importantly, this improvement in infectivity is achieved without a concomitant increase in sensitivity towards RBD binding-based neutralization. Our results hold important implications for the design and interpretation of similar LV pseudotyping-based studies.

microbiology↗