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Sharma, P.

Publications and source records attributed to Sharma, P..

At least 109 records · Page 6Linked to original sources

BaMBo: An Annotated Bone Marrow Biopsy Dataset for Segmentation Task

Bone marrow examination has become increasingly important for the diagnosis and treatment of hematologic and other illnesses. The present methods for analyzing bone marrow biopsy samples involve subjective and inaccurate assessments by visual estimation by pathologists. Thus, there is a need to develop automated tools to assist in the analysis of bone marrow samples. However, there is a lack of publicly available standardized and high-quality datasets that can aid in the research and development of automated tools that can provide consistent and objective measurements. In this paper, we present a comprehensive Bone Marrow Biopsy (BaMBo) dataset consisting 185 semantic-segmented bone marrow biopsy images, specifically designed for the automated calculation of bone marrow cellularity. Our dataset comprises high-resolution, generalized images of bone marrow biopsies, each annotated with precise semantic segmentation of different haematological components. These components are divided into 4 classes: Bony trabeculae, adipocytes, cellular region and Background (BG). The annotations were performed with the help of two experienced hematopathologists that were supported by state-of-the-art Deep Learning (DL) models and image processing techniques. We then used our dataset to train a custom U-Net based DL model that performs multi-class semantic segmentation of the images (Dice Score: 0.831 {+/-} 0.099) and predicts the cellularity of these images with an error of 5.9% {+/-} 8.8%. This shows the applicability of our data for future research in this domain. Our code is available at https://github.com/AI-in-Medicine-IIT-Ropar/BaMbo-Bone-Marrow-Biopsy.

pathology↗

TECPR2 is a Rab5 effector that regulates endosomal cargo recycling

Small GTP-binding (G) proteins of the Rabs, Arfs, and Arls (Arf-like) family mediate the recruitment of their effectors to subcellular membrane-bound compartments, which in turn mediates vesicle budding, motility, and tethering. Here, we report that Tectonin-{beta}-propeller repeat containing protein 2 (TECPR2), a protein mutated in a form of hereditary sensory and autonomic neuropathy (HSAN), is an effector of early endosomal Rab protein, Rab5, and interacts with Rab5 via its C-terminal TECPR repeats. The HSAN-associated TECPR2 (R1336W) missense variant was deficient in Rab5-binding and, consequently, in membrane recruitment. TECPR2-depletion led to perinuclear collapse of recycling endosomes and increased overlap of sorting and degradative subdomain markers on early endosomes. Consistent with a possible role in endocytic recycling, we observed impaired recycling and increased lysosomal degradation of 5{beta}1 integrin receptors upon TECPR2 knockdown. TECPR2 regulates the early endosomal localization of the cargo adaptor for {beta}1 integrins, SNX17, and its-associated protein complex WASH, which mediates actin polymerization on early endosomes. Finally, TECPR2 depletion in the zebrafish model resulted in delayed motility and changes in the neuromuscular junction. Our study supports an early endosomal role for TECPR2 in cargo recycling and provides insights into how its loss-of- function results in a neurodegenerative genetic disorder.

cell biology↗

PfPPM2 signalling regulates asexual division and sexual conversion of human malaria parasite Plasmodium falciparum

Malaria parasite transits through distinct developmental stages during its life cycle in the human and mosquito host, which includes unique asynchronous division in the erythrocytes. The switch from its asexual stage to sexual forms, which is critical for disease transmission, is intricately regulated but signalling pathways involved in this process have remained unknown. In the present study, we report a novel signalling pathway involving Protein Phosphatase PfPPM2, which regulates asexual division of the parasite as well as its conversion to sexual forms. Phosphoproteomics revealed that PfPPM2 may regulate the phosphorylation of key proteins involved in chromatin remodelling and protein translation. One of the key PfPPM2-targets that emerged from these studies was Heterochromatin Protein 1 (HP1), a regulator of heritable gene silencing which contributes to both mitotic proliferation as well as sexual commitment of the parasite. We demonstrate that PfPPM2 promotes sexual conversion by regulating the interaction between HP1, H3K9me3 and chromatin and it achieves this by dephosphorylating S33 of HP1. Regulation of HP1 and Histone H3 by PfPPM2 may also contribute to division. In addition, PfPPM2 also regulates protein synthesis in the parasite by repressing the phosphorylation of initiation factor eIF2, which is likely to contribute to parasite division and possibly sexual differentiation.

microbiology↗

Ex vivo and in vivo HIV-1 latency reversal by Mukungulu, a protein kinase C-activating African medicinal plant extract

Current HIV latency reversing agents (LRAs) have had limited success in clinic, indicating the need for new strategies that can reactivate and/or eliminate HIV reservoirs. "Mukungulu," prepared from the bark of Croton megalobotrys Mull. Arg., is traditionally used for HIV/AIDS management in Northern Botswana despite containing an abundance of protein kinase C (PKC)-activating phorbol esters ("namushens"). Here we show that Mukungulu is tolerated in mice at up to 12.5 mg/kg while potently reversing latency in antiretroviral therapy (ART)-suppressed HIV-infected humanized mice at 5 mg/kg. In peripheral blood mononuclear cells (PBMC) and isolated CD4+ T-cells from ART-suppressed people living with HIV-1, 1 {micro}g/mL Mukungulu reverses latency on par with or superior to anti-CD3/CD28 positive control, as measured by HIV gag-p24 protein expression, where the magnitude of HIV reactivation in PBMC corresponds to intact proviral burden levels in CD4+ T-cells. Bioassay-guided fractionation identifies 5 namushen phorbol ester compounds that reactivate HIV expression, yet namushens alone do not match Mukungulus activity, suggesting additional enhancing factors. Together, these results identify Mukungulu as a robust natural LRA which may warrant inclusion in future LRA-based HIV cure and ART-free remission efforts.

microbiology↗

SARS-CoV-2 protein ORF3a induces Atg8ylation of lysosomal membranes

Atg8ylation is an autophagy associated response to membrane damage that recruits mammalian ATG8 proteins (mATG8s) to damaged membranes to promote their repair or removal. Here, we show that the SARS-CoV-2 protein ORF3a induces lysosomal membrane atg8ylation and that this response protects cells from death. mATG8s interact with ORF3a and are required for lysosomal damage induced by ORF3a. ORF3a targets mTOR in an Atg8ylation dependent manner and promotes lysophagy through mATG8 mediated coordination of TRIM16 and Galectin-3. ORF3a triggers apoptosis, necroptosis, and pyroptosis, whereas atg8ylation limits ORF3a- induced cell death. Together, our findings identify mATG8s and the autophagy conjugation machinery as key regulators of lysosomal atg8ylation and lysophagy in response to the SARS-CoV-2 virulence factor ORF3a.

cell biology↗

The golden Syrian hamster (Mesocricetus auratus) as a model to decipher relevant pathogenic aspects of sheep-associated malignant catarrhal fever

Malignant catarrhal fever (MCF) is an often fatal sporadic gammaherpesvirus-induced disease of ruminants with global relevance. Ovine gammaherpesvirus-2 (OvHV-2), with sheep as reservoir host, is a major cause of MCF in susceptible species. Despite extensive research on the molecular aspects of the disease, its pathogenesis is not yet fully understood. The present study re-established the Syrian golden hamster (Mesocricetus auratus) as amenable animal model of MCF and applied complementary in situ approaches to confirm recent findings in natural disease that could shed new light on pathogenetic aspects of MCF. These showed that systemic OvHV-2 infection is associated with T cell and macrophage dominated mononuclear infiltrates and vasculitis in various organs. Both T cells and monocytes/macrophages harbor the virus, and infected leukocytes are abundant in the infiltrates. The results also indicate that OvHV-2 has a broader target cell spectrum, including vascular endothelial cells and selected squamous epithelia. The former supports the interpretation that the inflammatory processes develop due to circulating activated, infected T cells and monocytes that home to tissues and emigrate from vessels prone to leukocyte emigration, possibly with direct interaction between virus infected leukocytes and endothelial cells. The latter supports the hypothesis of a graft versus host disease scenario, without viral cytopathic effect on epithelial cells but infiltration of the mucosa by infected T cells and macrophages. The disease processes are accompanied by evidence of expansion of the T cell compartments and the monocyte/macrophage pool in lymphatic tissues and bone marrow.

pathology↗

Multimodal Spatial Proteomic Profiling in Acute Myeloid Leukemia

Acute myeloid leukemia (AML) resides in an immune rich microenvironment, yet, immune-based therapies have faltered in eliciting durable responses. Bridging this paradox requires a comprehensive understanding of leukemic interactions within the bone marrow microenvironment. We optimized a high-throughput tissue-microarray based pipeline for high-plex spatial immunofluorescence and mass cytometry imaging on a single slide, capturing immune, tumor, and structural components. Using unbiased clustering on the spatial K function, we unveiled the presence of tertiary lymphoid-like aggregates in bone marrow which we validated using spatial transcriptomics and an independent proteomics approach. We then found validated TLS signatures predictive of outcomes in AML using an integrated public 480 patient transcriptomic dataset. By harnessing high-plex spatial proteomics, we open the possibility of discovering of novel structures and interactions that underpin leukemic immune response. Further, our studys methodologies and resources can be adapted for other bone marrow diseases where decalcification and autofluorescence present challenges.

cancer biology↗

A genetically encoded fluorescent reporter for polyamines

Polyamines are abundant and evolutionarily conserved metabolites that are essential for life. Dietary polyamine supplementation extends life-span and health-span. Dysregulation of polyamine homeostasis is linked to Parkinsons disease and cancer, driving interest in therapeutically targeting this pathway. However, measuring cellular polyamine levels, which vary across cell types and states, remains challenging. We introduce a first-in-class genetically encoded polyamine reporter for real-time measurement of polyamine concentrations in single living cells. This reporter utilizes the polyamine-responsive ribosomal frameshift motif from the OAZ1 gene. We demonstrate broad applicability of this approach and reveal dynamic changes in polyamine levels in response to genetic and pharmacological perturbations. Using this reporter, we conducted a genome-wide CRISPR screen and uncovered an unexpected link between mitochondrial respiration and polyamine import, which are both risk factors for Parkinsons disease. By offering a new lens to examine polyamine biology, this reporter may advance our understanding of these ubiquitous metabolites and accelerate therapy development.

cell biology↗

Phlorotannin rich Ascophyllum nodosum seaweed extract inhibits influenza infection

Seaweed derived compounds are a renewable resource utilised in the manufacturing and food industry. This study focuses on an Enriched seaweed extract (ESE) isolated from Ascophyllum nodosum. ESE was screened for antiviral activity by plaque reduction assays against influenza A viruses (IAV) H1N1 and H3N2 subtypes. Time of addition assays and FACS analysis were used to help determine the modes of action. The therapeutic potential of ESE was then explored using differentiated human bronchiole epithelial cells at the air liquid interphase and a murine model challenged with IAV. The data indicates ESE primarily interacts directly with virions, preventing virus cell binding. Interestingly, ESE also inhibits early and late stage of the influenza A lifecycle when treatment occurs after cell binding. This inhibitory effect appears to prevent internalisation of virus and release of progeny virus by targeting neuraminidase activity. Intranasal administration of ESE in mice infected with IAV reduced viral load in lung tissue. ESE may be a promising broad acting antiviral agent in the treatment of influenza infections.

microbiology↗

Pan-cancer subclonal mutation analysis of 7,827 tumors predicts clinical outcome

Intra-tumor heterogeneity is characterized by a diverse population of tumor clones and subclones which are important drivers of tumor evolution and therapeutic response. However, accurate subclonal reconstruction at scale remains challenging. We developed a machine learning tool, CliPP, and surveyed 9,972 tumors from 32 cancer types. We found that high subclonal mutation load (sML), the fraction of subclonal single nucleotide variants (SNVs) to all SNVs in the coding region, was prognostic of survival (progression free survival or overall survival) in 18 cancer types. In 14 cancers with low to moderate tumor mutation burden (TMB), high sML was associated with better prognosis. In immunotherapy trials for 42 metastatic prostate cancer (mCRPC), high sML was predictive of favorable response to ipilimumab and associated with increased CD8+ T-cell infiltration and decreased macrophage population. A validation using 613 whole-genomes of esophageal adenocarcinoma confirms the favorable effect of high sML and the observed tumor-associated macrophage. Our study identifies sML as a key feature of cancer, suggesting a biphasic relationship between evolutionary dynamics and differential immune environments. Finally, sML may serve as an orthogonal approach to identify likely responders of immune checkpoint blockade in low to moderate TMB tumors.

genomics↗

Genotypic and Phenotypic Analyses Show Ralstonia solanacearum Cool Virulence is a Quantitative Trait Not Restricted to 'Race 3 biovar 2'

Most Ralstonia solanacearum species complex strains cause bacterial wilts in tropical or subtropical zones, but the group known as Race 3 biovar 2 (R3bv2) is cool virulent and causes potato brown rot at lower temperatures. R3bv2 has invaded potato-growing regions around the world but is not established in the United States. Phylogenetically, R3bv2 corresponds to a subset of the R. solanacearum phylotype IIB clade, but little is known about the distribution of the cool virulence phenotype within phylotype IIB. Therefore, genomes of 76 potentially cool virulent phylotype IIB strains and 30 public genomes were phylogenetically analyzed. A single clonal lineage within the sequevar 1 subclade of phylotype IIB that originated in South America has caused nearly all brown rot outbreaks worldwide. To correlate genotypes with relevant phenotypes, we quantified virulence of ten Ralstonia strains on tomato and potato at both 22{degrees}C and 28{degrees}C. Cool virulence on tomato did not predict cool virulence on potato. We found that cool virulence is a quantitative trait. Strains in the sequevar 1 pandemic clonal lineage caused the most disease, while other R3bv2 strains were only moderately cool virulent. However, some non-R3bv2 strains were highly cool virulent and aggressively colonized potato tubers. Thus, cool virulence is not consistently correlated with strains historically classified as R3bv2 group. To aid detection of sequevar 1 strains, this group was genomically delimited in the LINbase web server and a sequevar 1 diagnostic primer pair was developed and validated. We discuss implications of these results for the R3bv2 definition.

microbiology↗

Lysosomal signalling pathways influence heart rhythm, and regulate atrial function

In the heart, endogenous nicotinic acid adenine dinucleotide phosphate (NAADP) triggers lysosomal calcium (Ca2+) release to augment sarcoplasmic reticulum (SR) Ca2+ sequestration, producing larger Ca2+ transients. However, the role of lysosomal Ca2+ signals in pacemaker activity, a distinct Ca2+-operated function of the sinoatrial node (SAN), or in the atrial myocardium has not been investigated. Pharmacological or genetic ablation of the NAADP pathway inhibits the spontaneous beating rate response to beta-adrenergic stimulation in intact SAN. We found intracellular signaling microdomains between lysosomes and neighboring SR or mitochondria in mouse, and goat tissue. The spatial relationship between lysosomes and other Ca2+-handling organelles are altered in goat atrial fibrillation. Furthermore, we demonstrate atrial myocytes produce cAMP in response to lysosomal signaling, adding a novel trigger for cyclic nucleotide signaling. Our findings support the hypothesis that lysosomal Ca2+ signaling contributes to regulation of cardiomyocyte cAMP levels and pacemaker activity.

physiology↗

Exploring Probiotic Potential: A Comparative Genomics and In Silico Assessment of Genes within the Genus Geobacillus

The pursuit of new probiotic targets has seen a surge, aided by next-generation sequencing, facilitating a thorough exploration of bacterial traits. The genus Geobacillus stands out as a promising target for uncovering its potential as a probiotic. The study explored the genetic attributes of the genus Geobacillus for their resilience to gastrointestinal conditions, nutrient production, and immunomodulatory compound creation, revealing potential probiotic traits. Additionally, the research undertook predictive analyses of genomic elements such as prophages, CRISPR-Cas systems, insertion sequences, genomic islands, antibiotic resistance genes, and CAZymes. These evaluations aimed to assess the safety aspects associated with the genus Geobacillus. A comparative genomic analysis was also carried out using 18 validly published genomes of the genus Geobacillus and a few other genomes of Lactobacillus and Bifidobacterium were taken as control. Genes associated with probiotic traits like adhesion, stress tolerance (acid/bile, osmotic, oxidative), immune modulation, and molecular chaperones were uniformly detected in the Geobacillus genus. Notably, mobile genetic elements such as plasmids, prophages, and insertion sequences were absent, as were virulence factors, toxins, and Antibiotic resistance genes. Additionally, CRISPR-Cas systems and CAZymes were present. The pan-genome encompassed 25,284 protein-coding genes with translation. Comparative genomic analysis revealed an open pan-genome for Geobacillus. Pan-genome exhibited variability, particularly in genes linked to environmental interaction and secondary metabolite synthesis. In conclusion, Geobacillus appears potentially safe and well-suited for the gut habitat. However, further in vitro studies are essential to add to the knowledge of the probiotic potential of Geobacillus species. ImportanceThis comprehensive study highlights the significant probiotic potential and genetic makeup of the Geobacillus genus, shedding light on its unique attributes in adapting to extreme environmental conditions. Understanding the probiotic properties of Geobacillus is crucial amidst growing concerns over antibiotic resistance, offering promising alternatives for combating pathogenic microbes. Additionally, exploring the genetic diversity and adaptive mechanisms of Geobacillus through genomic and metagenomic approaches provides valuable insights into its biotechnological applications and evolutionary history. By employing in-silico methods and comparative analyses with established probiotic genera, this study contributes to elucidating the probiotic characteristics of Geobacillus, paving the way for further research in harnessing its beneficial traits for various applications in health, biotechnology, and environmental remediation.

microbiology↗

Rapid metabolic regulation of a novel arginine methylation of KCa3.1 attenuates T cell exhaustion.

T cell receptor (TCR) engagement initiates the activation process, and this signaling event is regulated in multifaceted ways. Nutrient availability in the immediate niche is one such mode of regulation1-3. Here, we investigated how the availability of an essential amino acid methionine (Met) and TCR signaling might interplay in the earliest events of T cell activation to affect subsequent T cell fate and function. We found that limiting Met during only the initial 30 minutes of CD8+ T cell activation increased Ca2+ influx, Ca2+-mediated NFAT1 (Nfatc2) activation, NFAT1 promoter occupancy, and T cell exhaustion. We identified changes in the protein arginine methylome during the initial 30 min of TCR engagement and discovered a novel arginine methylation of a Ca2+-activated potassium transporter, KCa3.1, which regulates Ca2+-mediated NFAT1 signaling to ensure optimal activation. Ablation of arginine methylation in KCa3.1 led to increased NFAT1 activation, rendering T cells dysfunctional in murine tumour and infection models. Furthermore, acute Met supplementation at early stages reduced nuclear NFAT1 in tumour-infiltrating T cells and augmented their anti-tumour activity. Our findings identify a metabolic event occurring early after T cell activation that influences the subsequent fate of the cell.

immunology↗

Targeting LxCxE cleft pocket of retinoblastoma protein in M2 macrophages inhibits ovarian cancer progression

AbstractOvarian cancer remains a major health threat with limited treatment options available. It is characterized by immunosuppressive tumor microenvironment (TME) maintained by tumor- associated macrophages (TAMs) hindering anti-tumor responses and immunotherapy efficacy. Here we show that targeting retinoblastoma protein (Rb) by disruption of its LxCxE cleft pocket, causes cell death in TAMs by induction of ER stress, p53 and mitochondria-related cell death pathways. A reduction of pro-tumor Rbhigh M2-type macrophages from TME in vivo enhanced T cell infiltration and inhibited cancer progression. We demonstrate an increased Rb expression in TAMs in women with ovarian cancer is associated with poorer prognosis. Ex vivo, we show analogous cell death induction by therapeutic Rb targeting in TAMs in post-surgery ascites from ovarian cancer patients. Overall, our data elucidates therapeutic targeting of the Rb LxCxE cleft pocket as a novel promising approach for ovarian cancer treatment through depletion of TAMs and re-shaping TME immune landscape. Statement of significanceCurrently, targeting immunosuppressive myeloid cells in ovarian cancer microenvironment is the first priority need to enable successful immunotherapy, but no effective solutions are clinically available. We show that targeting LxCxE cleft pocket of Retinoblastoma protein unexpectedly induces preferential cell death in M2 tumor-associated macrophages. Depletion of immunosuppressive M2 tumor-associated macrophages reshapes tumor microenvironment, enhances anti-tumor T cell responses, and inhibits ovarian cancer. Thus, we identify a novel paradoxical function of Retinoblastoma protein in regulating macrophage viability as well as a promising target to enhance immunotherapy efficacy in ovarian cancer.

immunology↗

Advancing chloroplast synthetic biology through high-throughput plastome engineering of Chlamydomonas reinhardtii

Chloroplast synthetic biology holds promise for developing improved crops through improving the function of plastids. However, chloroplast engineering efforts face limitations due to the scarcity of genetic tools and the low throughput of plant-based systems. To address these challenges, we here established Chlamydomonas reinhardtii as a prototyping chassis for chloroplast synthetic biology. We developed an automation workflow that enables the generation, handling, and analysis of thousands of transplastomic strains in parallel, expanded the repertoire of selection markers for chloroplast transformation, established new reporter genes, and characterized over 140 regulatory parts, including native and synthetic promoters, UTRs, and intercistronic expression elements. We integrated the system within the Phytobrick cloning standard and demonstrate several applications, including a library-based approach to develop synthetic promoter designs in plastids. Finally, we provide a proof-of-concept for prototyping novel traits in plastids by introducing a chloroplast-based synthetic photorespiration pathway and demonstrating a twofold increase in biomass production. Overall, our study advances chloroplast engineering, and provides a promising platform to rapidly prototype chloroplast manipulations before their transfer into higher plants and crops.

synthetic biology↗

Reorganisation of circadian activity and the pacemaker circuit under novel light regimes

Many environmental features are cyclic, with predictable daily and yearly changes which vary across latitudes. Organisms cope with such change using internal timekeepers or circadian clocks which have evolved remarkable flexibility. This flexibility is evident in the waveforms of behavioural and underlying molecular rhythms. In todays world, many ecosystems experience artificial light at night, leading to unusual photoperiodic conditions. Additionally, occupational demands expose many humans to unconventional light cycles. Yet, practical means of manipulating activity waveforms for beneficial purposes are lacking. This requires an understanding of principles and factors governing waveform plasticity of activity rhythms. Even though waveform plasticity remains underexplored, few recent studies have used novel light regimes, inspired by shift work schedules, with alternating bright light and dim light (LDimLDim) to manipulate the activity waveform of nocturnal rodents. We undertook this study to understand what aspects of light regimes contribute to waveform flexibility and how the underlying neuronal circuitry regulates the behaviour by subjecting Drosophila melanogaster to novel light regimes. Using a range of LDimLDim regimes, we found that dim scotopic illumination of specific durations induces activity bifurcation in fruit flies, similar to mammals. Thus, we suggest evolutionarily conserved effects of features of the light regime on waveform plasticity. Further, we demonstrate that the circadian photoreceptor CRYPTOCHROME is necessary for activity bifurcation. We also find evidence for circadian reorganisation of the pacemaker circuit wherein the evening neurons regulate the timing of both bouts of activity under novel light regimes. Thus, such light regimes can be explored further to understand the dynamics and coupling within the circadian circuit. The conserved effects of specific features of the light regime open up the possibility of designing other regimes to test their physiological impact and leverage them for waveform manipulation to minimise the ill effects of unusual light regimes. Author SummaryIt is thought that the appropriate timing of physiological and behavioural rhythms of organisms with respect to the environmental cycle confers an adaptive advantage. Endogenous timekeepers or circadian clocks regulate such rhythms. To optimally time biological rhythms, its waveform must be plastic and respond to changes in external cycles. Changes in external cycles may be natural, as seen across latitudes or seasons, or anthropogenic, such as artificial light induced changes in photoperiod or shiftwork driven novel light/dark cycles. Previous studies using a nocturnal rodent model showed that novel light regimes (LDimLDim) caused locomotor activity to bifurcate such that mice showed two bouts of activity restricted to the dimly lit phases. Here, we first demonstrate that conserved features of the light regime - dim scotopic illumination of specific light durations induce activity bifurcation in the fly model. We leverage the genetic toolkit of the Drosophila model to also show evidence for the reorganisation of the circadian pacemaker neuronal network upon exposure to novel light regimes. Our findings indicate that conserved effects of specific features of the environmental regimes can be exploited to design light regimes that ease the waveform into synchronising with challenging conditions such as during shift work, jetlag, and photoperiodic changes.

neuroscience↗

The effect of molnupiravir and nirmatrelvir on SARS-CoV-2 genome diversity in infected and immune suppressed mice

SynopsisO_ST_ABSObjectivesC_ST_ABSImmunocompromised individuals are susceptible to severe COVID-19 and potentially contribute to the emergence of variants with altered pathogenicity due to persistent infection. This study investigated the impact of immunosuppression on SARS-CoV-2 infection in k18-hACE2 mice and the effectiveness of antiviral treatments in this context during the first 7 days of infection. MethodsMice were immunosuppressed using cyclophosphamide and infected with a B daughter lineage of SARS-CoV-2. Molnupiravir and nirmatrelvir, alone and in combination, were administered and viral load and viral sequence diversity was assessed. ResultsTreatment of infected but immune compromised mice with both compounds either singly or in combination resulted in decreased viral loads and pathological changes compared to untreated animals. Treatment also abrogated infection of neuronal tissue. However, no consistent changes in the viral consensus sequence were observed, except for the emergence of the S:H655Y mutation. Molnupiravir, but not nirmatrelvir or immunosuppression alone, increased the transition/transversion (Ts/Tv) ratio, representative of G>A and C>U mutations and this increase was not altered by the co-administration of nirmatrelvir with molnupiravir. Notably, immunosuppression itself did not appear to promote the emergence of mutational characteristic of variants of concern (VOCs). ConclusionsFurther investigations are warranted to fully understand the role of immunocompromised individuals in VOC development, especially by taking persistence into consideration, and to inform optimised public health strategies. It is more likely that immunodeficiency promotes viral persistence but does not necessarily lead to substantial consensus-level changes in the absence of antiviral selection pressure. Consistent with mechanisms of action, molnupiravir showed a stronger mutagenic effect than nirmatrelvir in this model.

pharmacology and toxicology↗