Biology subjects

Sachidanandam, R.

Publications and source records attributed to Sachidanandam, R..

7 recordsLinked to original sources

bioRxiv2026

Embryonated chicken eggs clear systemic H3N2 influenza without RIG-I: transcriptomic evidence for innate sufficiency and brain immune privilege

An apparent paradox drives this study: H3N2 influenza virus concentrates in the brain of infected 10-day chicken embryos while kidney and lung, which express the same viral entry receptors (ST3GAL3 and other sialic acid receptors), are essentially virus-free. Using mRNA-seq on brain, kidney, and lung from H3N2-infected 10-day chicken embryos, we establish and propose a resolution to this paradox, by identifying immune privilege, rather than neurotropism, as the more likely explanation; circulating macrophages likely clear the virus from peripheral tissues but seemingly cannot cross the embryonic brain barrier. The innate response is robust despite lacking RIG-I:MDA5/IFIH1 and TLR3-TLR7-IRF signaling compensate robustly, likely driving complete viral clearance in peripheral organs. At 48 h post-infection, macrophages in kidney and lung are in a post-clearance M2 state; complement is activated but lacks both the H3N2-specific anti-bodies and the terminal C9 component for productive effect. These findings challenge the hypothesis that RIG-I loss necessarily renders chickens more susceptible to influenza: complete peripheral clearance of a productively infecting H3N2 strain in the absence of RIG-I is difficult to reconcile with an obligate role for RIG-I in this host's antiviral defense. We also identify the embryonic brain as a potentially immune-privileged viral sanctuary with implications for influenza neurological disease in young hosts.

immunology↗

bioRxiv2026

Benchmarking DNA Foundation Models: Biological Blind Spots inEvo2 Variant-Effect Prediction

DNA foundation models such as Evo and DNABERT-2 have generated considerable interest for clinically relevant genomics applications, particularly variant-effect prediction (VEP). However, rigorous benchmarks tailored to assessing their understanding of known biological constraints remain limited. Here, we develop controlled evaluation metrics based on well-characterized nuclear and mitochondrial sequence features and curated variant sets. Applying these benchmarks to Evo2, we identify systematic blind spots in short-range biological signals (e.g. codon usage bias) and observe sensitivity to contextual features that should be biologically neutral. These findings challenge current claims of zero-shot pathogenicity prediction and raise concerns regarding the clinical readiness of such models. The bench-marking framework introduced here provides a foundation for improving training strategies and for standardized evaluation of future genomic foundation models.

genomics↗

bioRxiv2021

The T cell receptor repertoire reflects the dynamics of the immune response to vaccination

Early, high-resolution metrics are needed to ascertain the immune response to vaccinations. The T cell receptor (TCR), a heterodimer of one and one {beta} chain, is a promising target, with the complete TCR repertoire reflecting the T cells present in an individual. To this end, we developed Tseek, an unbiased and accurate method for profiling the TCR repertoire by sequencing the TCR and {beta} chains and developing a suite of tools for repertoire analysis. An added advantage is the ability to non-invasively analyze T cells in peripheral blood mononuclear cells (PBMCs). Tseek and the analytical suite were used to explore the T cell response to both the COVID-19 mRNA vaccine (n=9) and the seasonal inactivated Influenza vaccine (n=5) at several time points. Neutralizing antibody titers were also measured in the covid vaccine samples. The COVID-19 vaccine elicited a broad T cell response involving multiple expanded clones, whereas the Influenza vaccine elicited a narrower response involving fewer clones. Many distinct T cell clones responded at each time point, over a month, providing temporal details lacking in the antibody measurements, especially before the antibodies are detectable. In individuals recovered from a SARS-CoV-2 infection, the first vaccine dose elicited a robust T cell response, while the second dose elicited a comparatively weaker response, indicating a saturation of the response. The physical symptoms experienced by the recipients immediately following the vaccinations were not indicative of the TCR/antibody responses. The TCR responses broadly presaged the antibody responses. We also found that the TCR repertoire acts as an individual fingerprint: donors of blood samples taken years apart could be identified solely based upon their TCR repertoire, hinting at other surprising uses the TCR repertoire may have. These results demonstrate the promise of TCR repertoire sequencing as an early and sensitive measure of the adaptive immune response to vaccination, which can help improve immunogen selection and optimize vaccine dosage and spacing between doses.

immunology↗

bioRxiv2020

Filovirus infection induces an anti-inflammatory state in Rousettus bats

The Marburg and Ebola filoviruses cause a severe, often fatal, disease in humans and nonhuman primates but have only subclinical effects in bats, including Egyptian rousettes, which are a natural reservoir of Marburg virus. A fundamental question is why these viruses are highly pathogenic in humans but fail to cause disease in bats. To understand how bats resist the disease caused by filoviruses, we infected one cohort of Egyptian rousette bats with Marburg virus and another cohort with Ebola virus and harvested multiple tissues for mRNA expression analysis. While virus transcripts were found primarily in the liver, Principal component analysis (PCA) revealed coordinated changes across multiple tissues. Gene signatures in kidney and liver pointed at induction of vasodilation, reduction of coagulation and changes in the regulation of iron metabolism. Signatures of immune response detected in spleen and liver indicated a robust anti-inflammatory state signified by macrophages in the M2 state and an active T cell response. Many of the responsive genes were found to be evolutionarily divergent, providing a framework for understanding the differences in outcomes of filovirus infections between bats and humans. In this study, we outline multiple interconnected pathways that respond to infection by MARV and EBOV, providing insights into the complexity of the mechanisms that enable bats to resist the disease caused by filoviral infections. The results have the potential to aid in the development of new strategies to effectively mitigate and treat the disease caused by these viruses in humans.

microbiology↗

bioRxiv2019

Impact of suboptimal APOBEC3G neutralization on the emergence of HIV drug resistance in humanized mice

HIV diversification facilitates immune escape and complicates antiretroviral therapy. In this study, we take advantage of a humanized mouse model to probe the contribution of APOBEC3 mutagenesis to viral evolution. Humanized mice were infected with isogenic HIV molecular clones (HIV-WT, HIV-45G, HIV-{Delta}SLQ) that differ only in their ability to counteract APOBEC3G (A3G). Infected mice remained naive or were treated with the RT inhibitor lamivudine (3TC). Viremia, emergence of drug resistant variants and quasispecies diversification in the plasma compartment were determined throughout infection. While both HIV-WT and HIV-45G achieved robust infection, over time HIV-45G replication was significantly reduced compared to HIV-WT in the absence of 3TC treatment. In contrast, treatment response differed significantly between HIV-45G and HIV-WT infected mice. Antiretroviral treatment failed in 91% of HIV-45G infected mice while only 36% of HIV-WT infected mice displayed a similar negative outcome. Emergence of 3TC resistant variants and nucleotide diversity were determined by analyzing 155,462 single HIV reverse transcriptase (RT) and 6,985 vif sequences from 33 mice. Prior to treatment, variants with genotypic 3TC resistance (RT-M184I/V) were detected at low levels in over a third of all animals. Upon treatment, the composition of the plasma quasispecies rapidly changed leading to a majority of circulating viral variants encoding RT-184I. Interestingly, increased viral diversity prior to treatment initiation correlated with higher plasma viremia in HIV-45G but not in HIV-WT infected animals. Taken together, HIV variants with suboptimal anti-A3G activity were attenuated in the absence of selection but display a fitness advantage in the presence of antiretroviral treatment.\n\nIMPORTANCEBoth viral (e.g., reverse transcriptase, RT) and host factors (e.g., APOBEC3G (A3G)) can contribute to HIV sequence diversity. This study shows that suboptimal anti-A3G activity shapes viral fitness and drives viral evolution in the plasma compartment of humanized mice.

microbiology↗

bioRxiv2018

Unperturbed Expression Bias of Imprinted Genes in Schizophrenia

How gene expression correlates with schizophrenia across individuals is beginning to be examined through analyses of RNA-seq from post-mortem brains of individuals with disease and control brains. Here we focus on variation in allele-specific expression, following up on the Common Mind Consortium (CMC) RNA-seq experiments of nearly 600 human dorsolateral prefrontal cortex (DLPFC) samples. Analyzing the extent of allelic expression bias--a hallmark of imprinting--we find that the number of imprinted human genes is consistent with lower estimates ({approx}0.5% of all genes) and thus contradicts much higher estimates. Moreover, the handful of putatively imprinted genes are all in close genomic proximity to known imprinted genes. Joint analysis of the imprinted genes across hundreds of individuals allowed us to establish how allelic bias depends on various factors. We find that age and genetic ancestry have gene-specific, differential effect on allelic bias. In contrast, allelic bias appears to be independent of schizophrenia.

genomics↗

bioRxiv2018

Diet Modifies Colonic Microbiota and CD4+ T cell Repertoire to Trigger Flares in a Novel Model of Colitis Induced by IL-23

A wealth of experimental data points to immunological and environmental factors in the pathogenesis of inflammatory bowel disease (IBD). Here we study the role of IL-23, the microbiome, and the diet in the development of colitis. To promote IL-23 expression in vivo, we generated a mouse model in which IL-23 was conditionally expressed by CX3CR1+ myeloid cells, upon cyclic administration of tamoxifen in a specific diet (diet 2019). IL-23 expression induced an intestinal inflammatory disease that resembled ulcerative colitis in humans with cycles of acute disease and remission. The relapses were caused by the diet switch from the conventional diet used in our facility (diet 5053) to the diet 2019, and were not dependent on tamoxifen after the first cycle. The switch in the diet modified the microbiota, but did not alter the levels of IL-23. Colitis induction depended on the microbiota and required CD4 T lymphocytes. Colitis-inducing CD4+ T cells were found in the mesenteric lymph node and large intestine during remission and were able to trigger disease when transferred to lymphopenic mice, but only upon diet modification. The CD4 TCR repertoire in the diseased recipient Rag-/- mice had reduced diversity associated with the expansion of dominant T cell clones. These findings reveal a critical role for IL-23 in generation of a CD4+ T cell population in mice that is sensitive to a modification of intestinal bacterial flora subsequent to a dietary manipulation. Dietary changes occurring in the context of altered IL-23 expression may contribute to the onset and progression of IBD.

immunology↗