Biology subjects

Sayeed, A.

Publications and source records attributed to Sayeed, A..

8 recordsLinked to original sources

bioRxiv2026

Integrated evaluation of immune system perturbation using structural, functional and cellular immunotoxicity endpoints in rats

Evaluation of unintended immunotoxicity represents an important component of nonclinical safety assessment, as perturbation of immune function may increase susceptibility to infection, impair vaccine responses, and disrupt immune homeostasis. Regulatory guidance, including the ICH S8 Immunotoxicity Guideline, recommends a weight-of-evidence approach in which observations from conventional toxicological endpoints are integrated with functional immune assays to support interpretation of immune system effects. The present study applied an integrated immunotoxicity evaluation framework to examine concordance among structural, functional, and cellular immune endpoints in male Sprague-Dawley rats using a well-characterized immunosuppressive reference compound. Hematological evaluation revealed leukopenia characterized primarily by lymphocyte depletion. Reductions in spleen and thymus weights were accompanied by histopathological evidence of lymphoid depletion in multiple immune tissues, including spleen, thymus, lymph nodes, Peyers patches, and bone marrow. Functional immune competence was assessed through hemagglutination antibody response to sheep red blood cells and delayed-type hypersensitivity assays, both of which demonstrated marked suppression of adaptive immune responses. Flow cytometric immunophenotyping further demonstrated substantial reductions in B-cell populations and decreases in CD4 and CD8 T-cell counts, whereas NK cell populations were comparatively less affected. The concordance of hematological alterations, lymphoid tissue changes, impaired functional immune responses, and lymphocyte subset depletion provides integrated evidence of immune system perturbation. These findings demonstrate that complementary immunotoxicity endpoints collectively support hazard characterization of immune system effects under GLP conditions. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=134 SRC="FIGDIR/small/713556v1_ufig1.gif" ALT="Figure 1"> View larger version (72K): org.highwire.dtl.DTLVardef@10154aaorg.highwire.dtl.DTLVardef@5d78e7org.highwire.dtl.DTLVardef@acaaceorg.highwire.dtl.DTLVardef@1f42c_HPS_FORMAT_FIGEXP M_FIG C_FIG

pharmacology and toxicology↗

bioRxiv2023

Segmentation of supragranular and infragranular layers in ultra-high resolution 7T ex vivo MRI of the human cerebral cortex

Accurate labeling of specific layers in the human cerebral cortex is crucial for advancing our understanding of neurodevelopmental and neurodegenerative disorders. Lever-aging recent advancements in ultra-high resolution ex vivo MRI, we present a novel semi-supervised segmentation model capable of identifying supragranular and infragranular layers in ex vivo MRI with unprecedented precision. On a dataset consisting of 17 whole-hemisphere ex vivo scans at 120 {micro}m, we propose a multi-resolution U-Nets framework (MUS) that integrates global and local structural information, achieving reliable segmentation maps of the entire hemisphere, with Dice scores over 0.8 for supra- and infragranular layers. This enables surface modeling, atlas construction, anomaly detection in disease states, and cross-modality validation, while also paving the way for finer layer segmentation. Our approach offers a powerful tool for comprehensive neuroanatomical investigations and holds promise for advancing our mechanistic understanding of progression of neurodegenerative diseases.

neuroscience↗

bioRxiv2023

Application of Attention and Graph Transformer-Based Approaches for RNA Biomarker Discovery in Metabolically-Associated Fatty Liver Disease (MAFL/NASH)

The prevalence of nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) in the United States has reached epidemic proportions, increasing the risk of liver cirrhosis and cancer. Current methods of diagnosis for NAFLD/NASH are invasive and costly, motivating the need for genetic "RNA" biomarkers detectable in a blood sample. In this study, explainable artificial intelligence (XAI) techniques are employed to increase the interpretability of the deep learning models in detecting the potential mRNA biomarker candidates for NAFLD/NASH. Nine RNA datasets ([~]1000 patients) with NAFLD/NASH were collected from the Gene Expression Omnibus. After conducting a differential gene expression analysis to reduce the dimensionality of the expression data, single-head and multi-head attention models were compared to baseline machine learning models in their ability to classify patients as NAFLD/NASH/healthy. XAI methods, including L1 regularization on baseline models and analysis of the internal attention matrix of the attention models, were utilized to identify biomarker candidates based on the relative importance of genes. The attention models achieved superior performance (accuracy: 67.5%) compared to the baseline models (Negative Binomial Linear Discriminant Analysis-62.64%; Poisson Linear Discriminant Analysis with Power Transformation - 58.24%). The top 17 and top 20 XAI-identified biomarkers with the baseline machine learning algorithms and the attention-based models respectively were then evaluated in lab. Preliminary data from in-lab validation confirmed upregulation of MT-ND3, HLA-B, APOC-1, and APOL-1 in NAFLD/NASH patients. Attention models have shown promise in identifying expression-based mRNA biomarkers and accurately diagnosing patients with NAFLD/NASH.

bioinformatics↗

bioRxiv2023

Transmissibility of clinically relevant atovaquone-resistant Plasmodium falciparum by anopheline mosquitoes

Rising numbers of malaria cases and deaths underscore the need for new interventions. Long-acting injectable medications, such as those now in use for HIV prophylaxis, offer the prospect of a malaria "chemical vaccine", combining the efficacy of a drug (like atovaquone) with the durability of a biological vaccine. Of concern, however, is the possible selection and transmission of drug-resistant parasites. We addressed this question by generating clinically relevant, highly atovaquone-resistant, Plasmodium falciparum mutants competent to infect mosquitoes. Isogenic paired strains, that differ only by a single Y268S mutation in cytochrome b, were evaluated in parallel in southeast Asian (Anopheles stephensi) or African (Anopheles gambiae) mosquitoes, and thence in humanized mice. Fitness costs of the mutation were evident along the lifecycle, in asexual parasite growth in vitro and in a progressive loss of parasites in the mosquito. In numerous independent experiments, microscopic exam of salivary glands from hundreds of mosquitoes failed to detect even one Y268S sporozoite, a defect not rescued by coinfection with wild type parasites. Furthermore, despite uniformly successful transmission of wild type parasites from An. stephensi to FRG NOD huHep mice bearing human hepatocytes and erythrocytes, multiple attempts with Y268S-fed mosquitoes failed: there was no evidence of parasites in mouse tissues by microscopy, in vitro culture, or PCR. These studies confirm a severe-to-lethal fitness cost of clinically relevant atovaquone-resistant P. falciparum in the mosquito, and they significantly lessen the likelihood of their transmission in the field. SignificanceNew tools are needed to protect individuals from malaria and to control malaria in the field. Atovaquone plus proguanil is a commonly used and well-tolerated medicine to prevent malaria. No drug resistance has been reported from its prophylactic use, but tablets must be taken daily. Giving atovaquone as a single injection may provide much longer-lasting protection, against both falciparum and vivax malaria, but there is concern this may create drug resistance. In this study we showed that clinically relevant atovaquone-resistant malaria parasites survive poorly, if at all, in mosquitoes, and that mosquitoes do not transmit drug-resistant parasites to humanized mice. These findings lessen the likelihood that an atovaquone "chemical vaccine" would lead to the spread of atovaquone resistance.

microbiology↗

bioRxiv2021

Variant surface glycoprotein expression in human African trypanosomiasis patients

Trypanosoma brucei gambiense is the primary causative agent of human African trypanosomiasis (HAT), a vector-borne disease endemic to West and Central Africa. The extracellular parasite evades antibody recognition within the host bloodstream by altering its Variant Surface Glycoprotein (VSG) coat through a process of antigenic variation. The serological tests which are widely used to screen for HAT use VSG as one of the target antigens. However, the VSGs expressed during human infection have not been characterized. Here we use VSG-seq to analyze the VSGs expressed in the blood of patients infected with T. b. gambiense and compared them to VSG expression in T. b. rhodesiense infections in humans as well as T. b. brucei infections in mice. The 44 VSGs expressed during T. b. gambiense infection revealed a striking bias towards expression of type B N-termini (82% of detected VSGs). This bias is specific to T. b. gambiense, which is unique among T. brucei subspecies in its chronic clinical presentation and anthroponotic nature, pointing towards a potential link between VSG expression and pathogenesis. The expressed T. b. gambiense VSGs also share very little similarity to sequences from 36 T. b. gambiense whole genome sequencing datasets, particularly in areas of the VSG protein exposed to host antibodies, suggesting that wild T. brucei VSG repertoires vary more than previously expected. Overall, this work demonstrates new features of antigenic variation in T. brucei gambiense and highlights the importance of understanding VSG repertoires in nature. Significance StatementHuman African Trypanosomiasis is a neglected tropical disease primarily caused by the extracellular parasite Trypanosoma brucei gambiense. To avoid elimination by the host, these parasites repeatedly replace their Variant Surface Glycoprotein (VSG) coat. Despite the important role of VSGs in prolonging infection, VSG expression during human infections is poorly understood. A better understanding of natural VSG gene expression dynamics can clarify the mechanisms that T. brucei uses to alter its VSG coat and improve trypanosomiasis diagnosis in humans. We analyzed the expressed VSGs detected in the blood of patients with trypanosomiasis. Our findings indicate that there are features of antigenic variation unique to human-infective T. brucei subspecies and VSGs expressed in natural infection may vary more than previously expected.

microbiology↗

bioRxiv2020

Bulk Segregant Approaches to Nutritional Genomics in Plasmodium falciparum

What genes determine growth and nutrient utilization in asexual blood-stage malaria parasites? Competition experiments between a lab-adapted African parasite (NF54), and a recently isolated Asian parasite (NHP4026) reveal contrasting outcomes in different media: NF54 outcompetes NHP4026 in media containing human serum, while NHP4026 outcompetes NF54 in media containing AlbuMAX, a lipid-rich bovine serum formulation. We conducted parasite genetic crosses and compared genome-wide allele frequency changes in progeny populations cultured in media containing serum or AlbuMAX: this bulk segregant analysis (BSA) reveals three quantitative trait loci (QTL) underlying differential growth. The strongest QTL (chromosome 13) contains EBA-140: competition experiments between EBA-140-knockout and isogenic wildtype parasites showed fitness reversals in the two media types, validating this locus as the causative gene. These results (i) demonstrate the effectiveness of BSA for dissecting fitness traits in Plasmodium falciparum, and (ii) reveal an intimate link between red blood cell invasion and nutrient composition of growth media.

genetics↗

bioRxiv2020

Endemic human coronaviruses induce distinct antibody repertoires in adults and children

Four endemic human coronaviruses (HCoVs) are commonly associated with acute respiratory infection in humans. B cell responses to these "common cold" viruses remain incompletely understood. Here we report a comprehensive analysis of CoV-specific antibody repertoires in 231 children and 1168 adults using phage-immunoprecipitation sequencing. Seroprevalence of antibodies to endemic HCoVs ranged between ~4 and 27% depending on the species and cohort. We identified at least 136 novel linear B cell epitopes. Antibody repertoires against endemic HCoVs were qualitatively different between children and adults in that anti-HCoV IgG specificities more frequently found among children targeted functionally important and structurally conserved regions of the spike, nucleocapsid and matrix proteins. Moreover, antibody specificities targeting the highly conserved fusion peptide region and S2 cleavage site of the spike protein were broadly cross-reactive with peptides of epidemic human and non-human coronaviruses. In contrast, an acidic tandem repeat in the N-terminal region of the Nsp3 subdomain of the HCoV-HKU1 polyprotein was the predominant target of antibody responses in adult donors. Our findings shed light on the dominant species-specific and pan-CoV target sites of human antibody responses to coronavirus infection, thereby providing important insights for the development of prophylactic or therapeutic monoclonal antibodies and vaccine design.

immunology↗

bioRxiv2018

Renal medullary carcinomas depend upon SMARCB1 loss and are sensitive to proteasome inhibition

Renal medullary carcinoma (RMC) is a rare and deadly kidney cancer in patients of African descent with sickle cell trait. Through direct-to-patient outreach, we developed genomically faithful patient-derived models of RMC. Using whole genome sequencing, we identified intronic fusion events in one SMARCB1 allele with concurrent loss of the other allele, confirming that SMARCB1 loss occurs in RMC. Biochemical and functional characterization of these RMC models revealed that RMC depends on the loss of SMARCB1 for survival and functionally resemble other cancers that harbor loss of SMARCB1, such as malignant rhabdoid tumors or atypical teratoid rhabdoid tumors. We performed RNAi and CRISPR-Cas9 loss of function genetic screens and a small-molecule screen and identified UBE2C as an essential gene in SMARCB1 deficient cancers. We found that the ubiquitin-proteasome pathway was essential for the survival of SMARCB1 deficient cancers in vitro and in vivo. Genetic or pharmacologic inhibition of this pathway leads to G2/M arrest due to constitutive accumulation of cyclin B1. These observations identify a synthetic lethal relationship that may serve as a therapeutic approach for patients with SMARCB1 deficient cancers.

cancer biology↗