Publications by authors named "Gaurav Thareja"

Purpose: Spina bifida (SB) arises from complex genetic interactions that converge to interfere with neural tube closure. Understanding the precise patterns conferring SB risk requires a deep exploration of the genomic networks and molecular pathways that govern neurulation. This study aims to delineate genome-wide regulatory signatures underlying SB pathophysiology.

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  • This study integrates 18 advanced omics technologies using samples from 391 participants to analyze complex physiological processes and pathologies related to diabetes.* -
  • With over 6,000 molecular traits and various genetic and epigenetic factors, the research establishes a comprehensive molecular network showcasing significant correlations between different traits in biological fluids.* -
  • The findings not only shed light on diabetes subtypes but also provide an open-access web interface for users to explore the molecular data and generate new hypotheses.*
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  • Immunoglobulin (Ig) glycosylation significantly influences immune responses and is crucial in aging and diseases, but research has primarily focused on IgG, leaving IgA glycosylation less understood.
  • Using a new liquid chromatography-mass spectrometry method, researchers created a large dataset of IgA glycosylation from 2423 twin serum samples, identifying key N- and O-glycan species.
  • The findings reveal that IgA glycosylation is highly heritable, varies with sex and age, and is largely influenced by shared genetic factors, with specific genetic loci associated with IgA and IgG glycomes linked to immune disease risk, including IgA nephropathy.
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  • GWAS utilizing mass spectrometry-based proteomics (MS) are vital for drug discovery, addressing limitations of traditional affinity proteomics that restrict analysis to specific protein panels.
  • The study analyzed blood samples from 1,260 Americans and 325 individuals from Asia, identifying 252 pQTLs—90 of which were replicated, including 30 previously unreported variants.
  • Results showed that about one-third of affinity proteomics pQTLs may be influenced by epitope effects, demonstrating the need for diverse proteomics techniques to uncover previously inaccessible pQTLs.
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  • TRPM4 is a calcium-activated channel that influences immune cell functions, and mutations in this gene are linked to heart issues but not previously studied for immune problems.
  • This study investigates immune dysregulation in a patient with a TRPM4 mutation using various biological techniques, revealing that complete loss of TRPM4 causes heightened vulnerability to bacterial and fungal infections through impaired immune cell migration.
  • Findings confirm that TRPM4 is essential for the proper migration of immune cells, suggesting that its dysfunction may lead to increased infection risk.
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  • Proteogenomics research focuses on generating hypotheses about protein function and identifying potential drug targets, previously relying heavily on affinity-based proteomics, which has limitations such as non-specific binding and variant handling.* -
  • The study utilizes a mass spectrometry-based proteomics approach with the Proteograph™ Product Suite, enabling the analysis of over 18,000 unique peptides from nearly 3,000 proteins in more than 320 diverse blood samples.* -
  • Findings include the identification of 184 protein-altering variants in 137 genes that are strongly linked to their respective peptides, which enhances the understanding of protein specificity and offers support for potential drug targets in the bloodstream.*
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Background: Bardet-Biedl syndrome (BBS) is an autosomal recessive, genetically heterogeneous, pleiotropic disorder caused by variants in genes involved in the function of the primary cilium. We have harnessed genomics to identify BBS and ophthalmic technologies to describe novel features of BBS.

Case Presentation: A patient with an unclear diagnosis of syndromic type 2 diabetes mellitus, another affected sibling and unaffected siblings and parents were sequenced using DNA extracted from saliva samples.

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  • Human plasma proteins are crucial as clinical biomarkers and potential drug targets, and studying their genetic variants can help us understand their abundance.
  • The study conducted a meta-analysis across nearly 23,000 individuals to identify genetic variants associated with 92 plasma proteins linked to cardiometabolic conditions, discovering 503 significant variants.
  • Notably, sex differences were observed in 23.5% of the identified variants, and further analysis suggested causal links between certain proteins and various health traits, providing insight into their roles in cardiometabolic diseases.
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  • * Both bulk RNA-seq and newer single-cell RNA-seq methods provide insights into gene expression, with single-cell techniques mapping this information to individual cells, enhancing our understanding of cellular functions.
  • * The paper reviews the RNA-seq experimental workflow, discusses standardization approaches, evaluates its applications in kidney transplantation, and addresses limitations and potential advancements in the technology.
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  • A major study involving 580,869 participants identified 1,020 genetic signals linked to lung function impairment, which is crucial in understanding chronic obstructive pulmonary disease (COPD) and predicting mortality.
  • * The research found 559 genes related to lung function that were connected to 29 different biological pathways and demonstrated variations across ancestry, age, and smoking habits.
  • * Findings suggest potential new targets for therapy by highlighting specific genetic variants and proteins, ultimately contributing to better understanding and treatment of COPD.
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  • Natural human knockouts of genes linked to positive health outcomes, like low LDL cholesterol, can reveal new drug targets and treatments.* -
  • Consanguineous populations have a higher occurrence of rare genetic variations, making it easier to study these variants through detailed analysis of blood samples.* -
  • By using whole-genome sequencing along with proteomics and metabolomics in a large Qatar Biobank study, researchers discovered a rare variant associated with very low PCSK9 levels, highlighting the drug discovery potential in such populations.*
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  • Polygenic scores (PGS) can help identify individuals at risk for health issues, but their effectiveness varies across different populations, especially outside well-studied ethnic groups.
  • A study analyzed blood-circulating proteins in European and Arab populations, involving genome-wide sequencing of over 2,900 samples from Qatar Biobank, to assess how well PGS translate across these groups.
  • Results showed a high overlap of genetic signals (81.8%) between the populations, but protein PGS from European data performed about 20% better in Europeans than in Arabs, highlighting the need for more inclusive genetic research.
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Background: Next-generation sequencing technology has allowed for the rapid development of microsatellites, neutral polymorphic markers that can be used for the analysis of population structure.

Methods And Results: In this study, we performed whole-genome sequencing using the Illumina MiSeq system and de novo assembly to design microsatellite primers for Triops granarius populations in Qatar. The developed microsatellites are suitable for future studies of genetic structuring among geographically isolated freshwater pools.

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Genome-wide association studies (GWAS) with non-targeted metabolomics have identified many genetic loci of biomedical interest. However, metabolites with a high degree of missingness, such as drug metabolites and xenobiotics, are often excluded from such studies due to a lack of statistical power and higher uncertainty in their quantification. Here we propose ratios between related drug metabolites as GWAS phenotypes that can drastically increase power to detect genetic associations between pairs of biochemically related molecules.

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We tested the hypothesis that single-cell RNA-sequencing (scRNA-seq) analysis of human kidney allograft biopsies will reveal distinct cell types and states and yield insights to decipher the complex heterogeneity of alloimmune injury. We selected 3 biopsies of kidney cortex from 3 individuals for scRNA-seq and processed them fresh using an identical protocol on the 10x Chromium platform; (i) HK: native kidney biopsy from a living donor, (ii) AK1: allograft kidney with transplant glomerulopathy, tubulointerstitial fibrosis, and worsening graft function, and (iii) AK2: allograft kidney after successful treatment of active antibody-mediated rejection. We did not study T-cell-mediated rejections.

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Metastasis is the primary cause of cancer related deaths due to the limited number of efficient druggable targets. Signatures of dysregulated cancer metabolism could serve as a roadmap for the determination of new treatment strategies. However, the metabolic signatures of metastatic cells remain vastly elusive.

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Spina bifida (SB) is a debilitating birth defect caused by multiple gene and environment interactions. Though SB shows non-Mendelian inheritance, genetic factors contribute to an estimated 70% of cases. Nevertheless, identifying human mutations conferring SB risk is challenging due to its relative rarity, genetic heterogeneity, incomplete penetrance, and environmental influences that hamper genome-wide association studies approaches to untargeted discovery.

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Purpose: Next-generation sequencing has implicated some risk variants for human spina bifida (SB), but the genome-wide contribution of structural variation to this complex genetic disorder remains largely unknown. We examined copy-number variant (CNV) participation in the genetic architecture underlying SB risk.

Methods: A high-confidence ensemble approach to genome sequences (GS) was benchmarked and employed for systematic detection of common and rare CNVs in two separate ancestry-matched SB case-control cohorts.

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  • Clinical laboratory tests are crucial for medical decisions, but there’s limited understanding of genetic differences affecting these tests across populations.
  • A study on 45 traits in Qatar involved genome-wide sequencing of over 12,000 individuals, revealing that heritability is more alike between Qataris and Europeans than with Africans.
  • The research identified 281 significant variant-trait associations and found that existing European-based polygenic scores didn't perform as well in Qatar, highlighting the need for tailored approaches in precision medicine.
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Post-transcriptional modification of RNA (RNA editing, RNAe) results in differences between the RNA transcript and the genomic DNA sequence (RDD). Enzymatic modification of adenosine to inosine (A2I) by ADAR is the most studied type of RNAe. However, few genetic association studies with A2I RNAe events have been conducted.

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DNA methylation and blood circulating proteins have been associated with many complex disorders, but the underlying disease-causing mechanisms often remain unclear. Here, we report an epigenome-wide association study of 1123 proteins from 944 participants of the KORA population study and replication in a multi-ethnic cohort of 344 individuals. We identify 98 CpG-protein associations (pQTMs) at a stringent Bonferroni level of significance.

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