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Kandasamy, Richard K

0000-0002-0894-1222

Mayo Clinic

Departments of Laboratory Medicine and Pathology and Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA.

Citations 8

A transcriptomic and proteomic map of primary human cell types
Mun, Dong-Gi, Nirujogi, Sekhar, Na, Chan Hyun , Saraswat, Mayank , Singh, Smrita , Ramarajan, Madan Gopal , Tiwary, Shivani , Cox, Jürgen , Prakash, Amol ¬and Chandra, Halushka, Marc K, Kandasamy, Richard K. , Pandey, Akhilesh , Nirujogi, Raja Sekhar , Madugundu, Anil K. , Renuse, Santosh , Ramarajan, Madan G , Halushka, Marc K , Burns, Kathleen H , Pandey, Akhilesh , Kandasamy, Richard K , Mun, Dong‐Gi , Kim, Minsik , Halushka, Marc K.

Nucleic Acids Research | December 29, 2025 | Volume: 54 | Issue: 2 | Pages: No page available

10.1093/nar/gkaf1498 Get It

Abstract Molecular profiling of human primary cell types is essential for understanding human biology. We present a transcriptome and proteome map of 28 primary human cell types. Three major clusters of epithelial, endothelial, and mesenchymal cell types were observed in both the transcriptome and proteome levels along with the discovery of cell type enriched molecules including GRAP and C1orf116. The epithelial cell specific protein C1orf116 was further validated using immunohistochemistry across various human tissues. An exhaustive protein database search considering 39 post-translational modifications (PTMs) revealed novel insights into the PTM landscape including identification of understudied PTMs such as serine O-acetylation and histidine methylation. This also enabled comprehensive characterization of proteins with diverse PTMs. Interestingly, an unexpectedly higher frequency of dioxidation on tryptophan compared to methionine led to the identification of oxidative mitochondria complex subunit proteins. Further, a search strategy accounting for alternative translational start sites, splice junctions and translational readthrough refined genome annotation using proteomic evidence. For example, peptides from translational readthrough including extended sequence of LDHB and MDH1 were detected representing the first peptide-level evidence of these protein readthrough isoforms. Our comprehensive transcriptome and proteome data revealed cell type-specific molecular cues and heterogeneity, offering new insights into disease mechanisms often overlooked by tissue proteomics.
Multiomics combined with machine learning defines unique molecular subtypes of cholangiocarcinoma and identifies TNK1 as a therapeutic target
Mun, Dong‐Gi , Jessen, Erik , Carlson, Danielle M. , Watkins, Ryan , Gregory, Lindsey A., McCabe, Chantal E. , Golkowski, Martin , Baker, Marshall S., Conboy, Caitlin B. , Ozmert, Enis H., Kandasamy, Richard K. , Roberts, Lewis R. , Andersen, Joshua L. , Smoot, Rory L. , Tomlinson, Jennifer L. , Abdelrahman, Amro , Gregory, Lindsey, Conboy, Caitlin, Larson, Ellen L. , Roberts, Lewis, Pandey, Akhilesh , Jessen, Erik , Roberts, Lewis R , Smoot, Rory L , Kandasamy, Richard K , Conboy, Caitlin B , Mun, Dong-Gi , Carlson, Danielle Marie , Budhraja, Rohit , Alva‐Ruiz, Roberto , Abdelrahman, Amro M. , Wang, Chen , Graham, Rondell P. , Woods, Kathryn, Gores, Gregory J. , Ilyas, Sumera I. , Sample, Jack W. , Borad, Mitesh J. , Pandey, Akhilesh

Hepatology | September 29, 2025 | Volume: 84 | Issue: 2 | Pages: 396-410

10.1097/hep.0000000000001535 Get It

Background and Aims: Cholangiocarcinoma (CCA) is one of the most lethal cancers, characterized by molecular heterogeneity and treatment resistance. To uncover new biological signals and therapeutic opportunities, we employed multiomic characterization combined with machine learning. Approach and Results: We profiled all anatomical CCA subtypes using whole exome sequencing, mRNA sequencing, and proteome/phosphoproteome analysis. Integrative dimensional reduction revealed RNA, protein, and phosphoprotein features driving tumor heterogeneity, enabling clustering. Machine learning algorithms identified molecular features for each cluster and mapped external datasets and patient-derived xenograft (PDX) models onto these clusters. Kinase enrichment analysis highlighted targetable kinases active in each cluster. In vivo validation was performed in cluster-specific PDX models using the selective TNK1 inhibitor, TP-5801. We identified 3 molecular clusters with distinct pathway characterization: immunomodulatory (cluster 1), metabolic (cluster 2), and gene regulation/cellular fate (cluster 3). Cluster assignment was independent of anatomic subtype but correlated with overall survival following curative-intent resection. We also identified multiomic features and pathways linked to overall survival and lymph node metastases, crucial for patient treatment selection. Kinase enrichment analysis pinpointed TNK1 as a highly active kinase in the metabolic cluster. Treatment with TP-5801 significantly reduced tumor growth in a metabolic PDX model, but not in models representing the other clusters. Combining internal data with publicly available datasets, we identified the immunomodulatory cluster as most responsive to gemcitabine/cisplatin therapy, confirmed in vivo using cluster-specific PDX models. Conclusions: Integrated multiomic characterization provides translational insights by defining unique molecular subtypes associated both with therapeutic response and overall clinical outcomes. This approach identified TNK1 as a previously unrecognized therapeutic target in a defined subset of CCA tumors.
Targeted Quantitation of Phosphotyrosine‐Containing Proteins in T‐Cell Receptor Signaling Using a SureQuant‐Based Mass Spectrometry Approach
Bhat, Firdous Ahmad , Ding, Husheng, Peterson, Jane A., Charlesworth, Mary Cristine, Kandasamy, Richard K. , Pandey, Akhilesh , Bhat, Firdous A., Pandey, Akhilesh , Kandasamy, Richard K , Mun, Dong‐Gi , Peterson, Jane A.

PROTEOMICS | August 5, 2025 | Volume: 25 | Issue: 16 | Pages: 40-47

10.1002/pmic.70023 Get It

ABSTRACT T‐cell receptor (TCR) signaling plays a crucial role in various biological processes and is usually studied using global mass spectrometry‐based phosphoproteomic studies. Despite advancements in targeted mass spectrometry‐based assays for protein quantification, their application in studying signaling processes, for example, reproducible measurements of post‐translational modifications (PTMs) such as phosphorylation, remains limited. Tyrosine phosphorylation is critical for many signaling pathways but presents challenges due to the low abundance of phosphotyrosine‐containing peptides. Conventional untargeted methods often encounter data gaps when analyzing large sample sets, particularly for low‐abundance peptides. To address this issue, a targeted proteomics method called “SureQuant” was employed, which relies on triggered data acquisition with heavy isotope‐labeled peptides. This method has been shown to provide sensitive and reproducible quantification of low‐abundance peptides. Here we describe the development of a SureQuant‐based method to quantify phosphotyrosine peptides that are involved in the TCR signaling pathway. To monitor the change in phosphotyrosine signals upon activation, the T‐cells were stimulated with anti‐CD3/CD28 antibodies. We successfully quantified changes in important phosphotyrosine peptides in primary T‐cells upon stimulation with anti‐CD3/CD28 antibodies. This study showcases the ability of the SureQuant approach to accurately quantify low‐abundance phosphotyrosine peptides, highlighting its broader potential to study a diverse set of PTMs in physiological or clinical settings. Summary T‐cell receptor (TCR) signaling plays a fundamental role in immune responses, regulating T‐cell activation, differentiation, and function. While tyrosine phosphorylation is a key regulatory mechanism in this pathway, the low abundance of phosphotyrosine peptides presents a major challenge for their detection and quantification in complex biological samples. By employing the SureQuant targeted mass spectrometry approach, we achieved highly sensitive and reproducible quantification of key phosphotyrosine sites involved in T‐cell activation. This study provides a systematic view of TCR signaling dynamics, revealing distinct phosphorylation patterns across different activation timepoints. Our findings demonstrate the effectiveness of SureQuant in quantifying low‐abundance, post‐translationally modified peptides, offering a valuable tool for studying signaling pathways with greater precision. Additionally, this methodological framework can be extended to investigate other signaling networks, immune cell functions, and disease‐associated phosphotyrosine modifications.
Raver1 links Ripk1 RNA splicing to caspase-8-mediated pyroptotic cell death, inflammation, and pathogen resistance
Zhang, Boyao , Ørning, Pontus , Lehman, Jesse , Dinis, Alexandre , Torres-Ulloa, Leslie , Elling, Roland , Kelliher, Michelle A. , Bertin, John , Proulx, Megan K. , Goguen, Jon D. , Ryan, Liv , Kandasamy, Richard K. , Espevik, Terje , Lien, Egil , Lehman, Jesse W , Pai, Athma A , Fitzgerald, Katherine A , Lien, Egil , Kandasamy, Richard K

Proceedings of the National Academy of Sciences | February 13, 2025 | Volume: 122 | Issue: 7 | Pages: No page available

10.1073/pnas.2420802122 Get It

Multiple cell death and inflammatory signaling pathways converge on two critical factors: receptor-interacting serine/threonine kinase 1 (RIPK1) and caspase-8. Careful regulation of these molecules is critical to control apoptosis, pyroptosis, and inflammation. Here, we found a pivotal role of Raver1 as an essential regulator of Ripk1 pre-mRNA splicing, expression, and functionality and the subsequent caspase-8-dependent inflammatory cell death. We show that Raver1 influences mRNA diversity primarily by repressing alternative exon inclusion. Macrophages from Raver1 -deficient mice exhibit altered splicing of Ripk1 . As a result, Raver1 -deficient primary macrophages display diminished cell death and decreased interleukin-18 and interleukin-1ß production, when infected with Yersinia bacteria, or by restraining TGF-ß-activated kinase 1 or IKKβ in the presence of lipopolysaccharide, tumor necrosis factor family members, or interferon-γ. These responses are accompanied by reduced activation of caspase-8, Gasdermin D and E, and caspase-1 in the absence of Raver1 . Consequently, Raver1 -deficient mice showed heightened susceptibility to Yersinia infection. Raver1 and RIPK1 also controlled the expression and function of the C-type lectin receptor Mincle. Our study underscores the critical regulatory role of Raver1 in modulating innate immune responses and highlights its significance in directing in vivo and in vitro inflammatory processes.
Alterations in Hurler–Scheie Syndrome Revealed by Mass Spectrometry-Based Proteomics and Phosphoproteomics Analysis
Gaikwad, Kiran Bharat, Kandasamy, Richard K. , Sharma, Jyoti , Pandey, Akhilesh , Ramarajan, Madan Gopal , Garapati, Kishore , Pandey, Akhilesh , Kandasamy, Richard K , Parthasarathy, K.T. Shreya, Joshi, Neha

OMICS: A Journal of Integrative Biology | October 29, 2024 | Volume: 28 | Issue: 11 | Pages: 548-562

10.1089/omi.2024.0171 Get It

Hurler–Scheie syndrome (MPS IH/S), also known as mucopolysaccharidosis type I-H/S (MPS IH/S), is a lysosomal storage disorder caused by deficiency of the enzyme alpha-L-iduronidase (IDUA) leading to the accumulation of glycosaminoglycans (GAGs) in various tissues, resulting in a wide range of symptoms affecting different organ systems. Postgenomic omics technologies offer the promise to understand the changes in proteome, phosphoproteome, and phosphorylation-based signaling in MPS IH/S. Accordingly, we report here a large dataset and the proteomic and phosphoproteomic analyses of fibroblasts derived from patients with MPS IH/S ( n = 8) and healthy individuals ( n = 8). We found that protein levels of key lysosomal enzymes such as cathepsin D, prosaposin, arylsulfatases (arylsulfatase A and arylsulfatase B), and IDUA were downregulated. We identified 16,693 unique phosphopeptides, corresponding to 4,605 proteins, in patients with MPS IH/S. We found that proteins related to the cell cycle, mitotic spindle assembly, apoptosis, and cytoskeletal organization were differentially phosphorylated in MPS IH/S. We identified 12 kinases that were differentially phosphorylated, including hyperphosphorylation of cyclin-dependent kinases 1 and 2, hypophosphorylation of myosin light chain kinase, and calcium/calmodulin-dependent protein kinases. Taken together, the findings of the present study indicate significant alterations in proteins involved in cytoskeletal changes, cellular dysfunction, and apoptosis. These new observations significantly contribute to the current understanding of the pathophysiology of MPS IH/S specifically, and the molecular mechanisms involved in the storage of GAGs in MPS more generally. Further translational clinical omics studies are called for to pave the way for diagnostics and therapeutics innovation for patients with MPS IH/S.
IFIH1 loss of function predisposes to inflammatory and SARS‐CoV ‐2‐related infectious diseases
Najm, Rania , Naofal, Maha El, Ramaswamy, Sathishkumar , Loney, Tom , Tayoun, Ahmad Abou , Kandasamy, Richard K. , Loney, Tom , Abou Tayoun, Ahmad N , Kandasamy, Richard K , Yavuz, Lemis , Jain, Ruchi , Abuhammour, Walid , Nowotny, Norbert R. , Alsheikh-Ali, Alawi A.A.

Scandinavian Journal of Immunology | May 16, 2024 | Volume: 100 | Issue: 2 | Pages: No page available

10.1111/sji.13373 Get It

Abstract The IFIH1 gene, encoding melanoma differentiation‐associated protein 5 (MDA5), is an indispensable innate immune regulator involved in the early detection of viral infections. Previous studies described MDA5 dysregulation in weakened immunological responses, and increased susceptibility to microbial infections and autoimmune disorders. Monoallelic gain‐of‐function of the IFIH1 gene has been associated with multisystem disorders, namely Aicardi–Goutieres and Singleton–Merten syndromes, while biallelic loss causes immunodeficiency. In this study, nine patients suffering from recurrent infections, inflammatory diseases, severe COVID‐19 or multisystem inflammatory syndrome in children (MIS‐C) were identified with putative loss‐of‐function IFIH1 variants by whole‐exome sequencing. All patients revealed signs of lymphopaenia and an increase in inflammatory markers, including CRP, amyloid A, ferritin and IL‐6. One patient with a pathogenic homozygous variant c.2807+1G>A was the most severe case showing immunodeficiency and glomerulonephritis. The c.1641+1G>C variant was identified in the heterozygous state in patients suffering from periodic fever, COVID‐19 or MIS‐C, while the c.2016delA variant was identified in two patients with inflammatory bowel disease or MIS‐C. There was a significant association between IFIH1 monoallelic loss of function and susceptibility to infections in males. Expression analysis showed that PBMCs of one patient with a c.2016delA variant had a significant decrease in ISG15 , IFNA and IFNG transcript levels, compared to normal PBMCs, upon stimulation with Poly(I:C), suggesting that MDA5 receptor truncation disrupts the immune response. Our findings accentuate the implication of rare monogenic IFIH1 loss‐of‐function variants in altering the immune response, and severely predisposing patients to inflammatory and infectious diseases, including SARS‐CoV‐2‐related disorders.