Browsing by Subject "Amino acids"
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Item A high-resolution HLA reference panel capturing global population diversity enables multi-ancestry fine-mapping in HIV host response(Springer Nature, 2021) Luo, Yang; Kanai, Masahiro; Choi, Wanson; Li, Xinyi; Sakaue, Saori; Yamamoto, Kenichi; Ogawa, Kotaro; Gutierrez-Arcelus, Maria; Gregersen, Peter K.; Stuart, Philip E.; Elder, James T.; Forer, Lukas; Schönherr, Sebastian; Fuchsberger, Christian; Smith, Albert V.; Fellay, Jacques; Carrington, Mary; Haas, David W.; Guo, Xiuqing; Palmer, Nicholette D.; Chen, Yii-Der Ida; Rotter, Jerome I.; Taylor, Kent D.; Rich, Stephen S.; Correa, Adolfo; Wilson, James G.; Kathiresan, Sekar; Cho, Michael H.; Metspalu, Andres; Esko, Tonu; Okada, Yukinori; Han, Buhm; NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium; McLaren, Paul J.; Raychaudhuri, Soumya; Obstetrics and Gynecology, School of MedicineFine-mapping to plausible causal variation may be more effective in multi-ancestry cohorts, particularly in the MHC, which has population-specific structure. To enable such studies, we constructed a large (n = 21,546) HLA reference panel spanning five global populations based on whole-genome sequences. Despite population-specific long-range haplotypes, we demonstrated accurate imputation at G-group resolution (94.2%, 93.7%, 97.8% and 93.7% in admixed African (AA), East Asian (EAS), European (EUR) and Latino (LAT) populations). Applying HLA imputation to genome-wide association study data for HIV-1 viral load in three populations (EUR, AA and LAT), we obviated effects of previously reported associations from population-specific HIV studies and discovered a novel association at position 156 in HLA-B. We pinpointed the MHC association to three amino acid positions (97, 67 and 156) marking three consecutive pockets (C, B and D) within the HLA-B peptide-binding groove, explaining 12.9% of trait variance.Item Asparagine bioavailability regulates the translation of MYC oncogene(Springer Nature, 2022) Srivastava, Sankalp; Jiang, Jie; Misra, Jagannath; Seim, Gretchen; Staschke, Kirk A.; Zhong, Minghua; Zhou, Leonardo; Liu, Yu; Chen, Chong; Davé, Utpal; Kapur, Reuben; Batra, Sandeep; Zhang, Chi; Zhou, Jiehao; Fan, Jing; Wek, Ronald C.; Zhang, Ji; Pediatrics, School of MedicineAmino acid restriction has recently emerged as a compelling strategy to inhibit tumor growth. Recent work suggests that amino acids can regulate cellular signaling in addition to their role as biosynthetic substrates. Using lymphoid cancer cells as a model, we found that asparagine depletion acutely reduces the expression of c-MYC protein without changing its mRNA expression. Furthermore, asparagine depletion inhibits the translation of MYC mRNA without altering the rate of MYC protein degradation. Of interest, the inhibitory effect on MYC mRNA translation during asparagine depletion is not due to the activation of the general controlled nonderepressible 2 (GCN2) pathway and is not a consequence of the inhibition of global protein synthesis. In addition, both the 5' and 3' untranslated regions (UTRs) of MYC mRNA are not required for this inhibitory effect. Finally, using a MYC-driven mouse B cell lymphoma model, we found that shRNA inhibition of asparagine synthetase (ASNS) or pharmacological inhibition of asparagine production can significantly reduce the MYC protein expression and tumor growth when environmental asparagine becomes limiting. Since MYC is a critical oncogene, our results uncover a molecular connection between MYC mRNA translation and asparagine bioavailability and shed light on a potential to target MYC oncogene post-transcriptionally through asparagine restriction.Item Crystal Packing Reveals a Potential Autoinhibited KRAS Dimer Interface and a Strategy for Small-Molecule Inhibition of RAS Signaling(American Chemical Society, 2023) Brenner, Robert J.; Landgraf, Alexander D.; Bum-Erdene, Khuchtumur; Gonzalez-Gutierrez, Giovanni; Meroueh, Samy O.; Biochemistry and Molecular Biology, School of MedicineKRAS GTPases harbor oncogenic mutations in more than 25% of human tumors. KRAS is considered to be largely undruggable due to the lack of a suitable small-molecule binding site. Here, we report a unique crystal structure of His-tagged KRASG12D that reveals a remarkable conformational change. The Switch I loop of one His-KRASG12D structure extends into the Switch I/II pocket of another His-KRASG12D in an adjacent unit cell to create an elaborate interface that is reminiscent of high-affinity protein-protein complexes. We explore the contributions of amino acids at this interface using alanine-scanning studies with alchemical free energy perturbation calculations based on explicit-solvent molecular dynamics simulations. Several interface amino acids were found to be hot spots as they contributed more than 1.5 kcal/mol to the protein-protein interaction. Computational analysis of the complex revealed the presence of two large binding pockets that possess physicochemical features typically found in pockets considered druggable. Small-molecule binding to these pockets may stabilize this autoinhibited structure of KRAS if it exists in cells to provide a new strategy to inhibit RAS signaling.Item GCN2 eIF2 Kinase Promotes Prostate Cancer by Maintaining Amino Acid Homeostasis(2024-04) Cordova E., Ricardo A.; Wek, Ronald C.; Staschke, Kirk A.; Pili, Roberto; Mosley, Amber L.; Elmendorf, Jeffrey S.; Zhang, JiActivation of the integrated stress response (ISR) contributes to the progression of many cancers, including prostate cancer (PCa). The ISR features a family of protein kinases that phosphorylate the eukaryotic translation initiation factor 2 (eIF2) during different stress conditions, repressing global protein synthesis. In parallel, eIF2 phosphorylation also enhances the translation of select gene transcripts, such as ATF4, which directs the transcription of ISR-target genes critical for stress adaptation. We reported that the eIF2 kinase GCN2 is a critical driver of the ISR in PCa and is crucial to maintaining amino acid (AA) homeostasis. GCN2 is activated in PCa due to AA limitation, resulting in increased expression of key AA transporters which providing nutrient import to fuel protein synthesis and metabolism that drive prostate tumor cell proliferation. Inhibition of GCN2 results in lowered expression of AA transporters, leading to severe depletion of intracellular AA and reduced proliferation in PCa. We identified purine biosynthesis as a key metabolic pathway dependent on GCN2. Inhibition of GCN2 and the accompanying depletion of AAs decreases purine levels in PCa cells, ultimately resulting in reduced ribosome biogenesis leading to the activation of a p53-dependent cell cycle checkpoint, termed the Impaired Ribosome Biogenesis Checkpoint (IRBC). Interestingly, induction of p53 promotes survival of PCa following GCN2 inhibition by halting cell cycle progression and reprogramming metabolism to restore metabolic homeostasis. We found that reductions in select AAs that impact nucleotide pools activate GCN2 and p53 in parallel, and that cooperation of these stress pathways is critical for maintaining AA and purine pools. Of importance, deletion of p53 sensitizes PCa cells to GCN2 inhibition suggesting that loss of p53 creates a dependency for GCN2. Of importance, we demonstrate that a small molecule inhibitor of GCN2 showed robust in vivo efficacy in androgen-sensitive and castrationresistant mouse models of PCa, supporting its therapeutic potential for the treatment of PCa.Item Genetic Encoding of Three Distinct Noncanonical Amino Acids Using Reprogrammed Initiator and Nonsense Codons(American Chemical Society, 2021) Tharp, Jeffery M.; Vargas-Rodriguez, Oscar; Schepartz, Alanna; Söll, Dieter; Biochemistry and Molecular Biology, School of MedicineWe recently described an orthogonal initiator tRNA (itRNATy2) that can initiate protein synthesis with noncanonical amino acids (ncAAs) in response to the UAG nonsense codon. Here, we report that a mutant of itRNATy2 (itRNATy2AUA) can efficiently initiate translation in response to the UAU tyrosine codon, giving rise to proteins with an ncAA at their N-terminus. We show that, in cells expressing itRNATy2AUA, UAU can function as a dual-use codon that selectively encodes ncAAs at the initiating position and predominantly tyrosine at elongating positions. Using itRNATy2AUA, in conjunction with its cognate tyrosyl-tRNA synthetase and two mutually orthogonal pyrrolysyl-tRNA synthetases, we demonstrate that UAU can be reassigned along with UAG or UAA to encode two distinct ncAAs in the same protein. Furthermore, by engineering the substrate specificity of one of the pyrrolysyl-tRNA synthetases, we developed a triply orthogonal system that enables simultaneous reassignment of UAU, UAG, and UAA to produce proteins containing three distinct ncAAs at precisely defined sites. To showcase the utility of this system, we produced proteins containing two or three ncAAs, with unique bioorthogonal functional groups, and demonstrate that these proteins can be separately modified with multiple fluorescent probes.Item The identification and characterization of novel persistence genes in chlamydia trachomatis(2016-11-30) Muramatsu, Matthew Kazuyuki; Nelson, David E.; Batteiger, Byron E.; Serezani, C. Henrique; Spinola, Stanley M.; Sullivan, William J., Jr.Chlamydia trachomatis is an obligate intracellular bacterial pathogen that can infect the eyes, genital tract, and disseminate to lymph nodes in humans. Many C. trachomatis infections are clinically asymptomatic and can become chronic if left untreated. When humans are infected with C. trachomatis, a cytokine that is produced is interferon-gamma (IFN-γ). In vitro, IFN-γ stimulates expression of the host enzyme indoleamine 2,3-dioxygenase. This enzyme converts free intracellular tryptophan to N-formylkynurenine. Tryptophan starvation induces C. trachomatis to enter a viable-but-nonculturable state termed persistence, which has been proposed to play a key role in chronic Chlamydial disease. To circumvent host induced tryptophan depletion, urogenital strains of C. trachomatis encode a functional tryptophan synthase (TS). TS synthesizes tryptophan from indole and serine, allowing Chlamydia to reactivate from persistence. Transcriptomic analysis revealed C. trachomatis differentially regulates hundreds of genes in response to tryptophan starvation. However, genes that mediate entry, survival, and reactivation from persistence remain largely unknown. Using a forward genetic screen, we identified six Susceptible to IFN-γ mediated Persistence (Sip) mutants that have diminished capacities to reactivate from persistence with indole. Mapping the deleterious persistence alleles in three of the Sip mutants revealed that only one of the mutants had a mutation in TS. The two other Sip mutants mapped had mutations in CTL0225, a putative integral membrane protein, and CTL0694, a putative oxidoreductase. Neither of these genes plays a known role in tryptophan synthesis. However, amino acid (AA) competitive inhibition assays suggest that CTL0225 may be involved in the transport of leucine, isoleucine, valine, cysteine, alanine, and serine. Additionally, metabolomics analysis indicates that all free amino acids are depleted in response to IFN-γ, making this amino acid transporter essential during persistence. Taken together we have identified two new chlamydial persistence genes that may play a role in chronic chlamydial disease.Item Integrative metabolomics-genomics approach reveals key metabolic pathways and regulators of Alzheimer's disease(Wiley, 2022) Horgusluoglu, Emrin; Neff, Ryan; Song, Won-Min; Wang, Minghui; Wang, Qian; Arnold, Matthias; Krumsiek, Jan; Galindo-Prieto, Beatriz; Ming, Chen; Nho, Kwangsik; Kastenmüller, Gabi; Han, Xianlin; Baillie, Rebecca; Zeng, Qi; Andrews, Shea; Cheng, Haoxiang; Hao, Ke; Goate, Alison; Bennett, David A.; Saykin, Andrew J.; Kaddurah-Daouk, Rima; Zhang, Bin; Alzheimer's Disease Neuroimaging Initiative (ADNI); Alzheimer Disease Metabolomics Consortium; Radiology and Imaging Sciences, School of MedicineMetabolites, the biochemical products of the cellular process, can be used to measure alterations in biochemical pathways related to the pathogenesis of Alzheimer's disease (AD). However, the relationships between systemic abnormalities in metabolism and the pathogenesis of AD are poorly understood. In this study, we aim to identify AD‐specific metabolomic changes and their potential upstream genetic and transcriptional regulators through an integrative systems biology framework for analyzing genetic, transcriptomic, metabolomic, and proteomic data in AD. Metabolite co‐expression network analysis of the blood metabolomic data in the Alzheimer's Disease Neuroimaging Initiative (ADNI) shows short‐chain acylcarnitines/amino acids and medium/long‐chain acylcarnitines are most associated with AD clinical outcomes, including episodic memory scores and disease severity. Integration of the gene expression data in both the blood from the ADNI and the brain from the Accelerating Medicines Partnership Alzheimer's Disease (AMP‐AD) program reveals ABCA1 and CPT1A are involved in the regulation of acylcarnitines and amino acids in AD. Gene co‐expression network analysis of the AMP‐AD brain RNA‐seq data suggests the CPT1A‐ and ABCA1‐centered subnetworks are associated with neuronal system and immune response, respectively. Increased ABCA1 gene expression and adiponectin protein, a regulator of ABCA1, correspond to decreased short‐chain acylcarnitines and amines in AD in the ADNI. In summary, our integrated analysis of large‐scale multiomics data in AD systematically identifies novel metabolites and their potential regulators in AD and the findings pave a way for not only developing sensitive and specific diagnostic biomarkers for AD but also identifying novel molecular mechanisms of AD pathogenesis.Item Longitudinal Plasma Metabolomics Profile in Pregnancy—A Study in an Ethnically Diverse U.S. Pregnancy Cohort(MDPI, 2021-09-01) Mitro, Susanna D.; Wu, Jing; Rahman, Mohammad L.; Cao, Yaqi; Zhu, Yeyi; Chen, Zhen; Chen, Liwei; Li, Mengying; Hinkle, Stefanie N.; Bremer, Andrew A.; Weir, Natalie L.; Tsai, Michael Y.; Song, Yiqing; Grantz, Katherine L.; Gelaye, Bizu; Zhang, Cuilin; Epidemiology, School of Public HealthAmino acids, fatty acids, and acylcarnitine metabolites play a pivotal role in maternal and fetal health, but profiles of these metabolites over pregnancy are not completely established. We described longitudinal trajectories of targeted amino acids, fatty acids, and acylcarnitines in pregnancy. We quantified 102 metabolites and combinations (37 fatty acids, 37 amino acids, and 28 acylcarnitines) in plasma samples from pregnant women in the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) Fetal Growth Studies-Singletons cohort (n = 214 women at 10-14 and 15-26 weeks, 107 at 26-31 weeks, and 103 at 33-39 weeks). We used linear mixed models to estimate metabolite trajectories and examined variation by body mass index (BMI), race/ethnicity, and fetal sex. After excluding largely undetected metabolites, we analyzed 77 metabolites and combinations. Levels of 13 of 15 acylcarnitines, 7 of 25 amino acids, and 18 of 37 fatty acids significantly declined over gestation, while 8 of 25 amino acids and 10 of 37 fatty acids significantly increased. Several trajectories appeared to differ by BMI, race/ethnicity, and fetal sex although no tests for interactions remained significant after multiple testing correction. Future studies merit longitudinal measurements to capture metabolite changes in pregnancy, and larger samples to examine modifying effects of maternal and fetal characteristics.Item Multiple mechanisms activate GCN2 eIF2 kinase in response to diverse stress conditions(Oxford University Press, 2024) Misra, Jagannath; Carlson, Kenneth R.; Spandau, Dan F.; Wek, Ronald C.; Biochemistry and Molecular Biology, School of MedicineDiverse environmental insults induce the integrated stress response (ISR), which features eIF2 phosphorylation and translational control that serves to restore protein homeostasis. The eIF2 kinase GCN2 is a first responder in the ISR that is activated by amino acid depletion and other stresses not directly related to nutrients. Two mechanisms are suggested to trigger an ordered process of GCN2 activation during stress: GCN2 monitoring stress via accumulating uncharged tRNAs or by stalled and colliding ribosomes. Our results suggest that while ribosomal collisions are indeed essential for GCN2 activation in response to translational elongation inhibitors, conditions that trigger deacylation of tRNAs activate GCN2 via its direct association with affected tRNAs. Both mechanisms require the GCN2 regulatory domain related to histidyl tRNA synthetases. GCN2 activation by UV irradiation features lowered amino acids and increased uncharged tRNAs and UV-induced ribosome collisions are suggested to be dispensable. We conclude that there are multiple mechanisms that activate GCN2 during diverse stresses.Item Plasma Amino Acid Concentrations in Children With Severe Malaria Are Associated With Mortality and Worse Long-term Kidney and Cognitive Outcomes(Oxford University Press, 2022) Conroy, Andrea L.; Tran, Tuan M.; Bond, Caitlin; Opoka, Robert O.; Datta, Dibyadyuti; Liechty, Edward A.; Bangirana, Paul; Namazzi, Ruth; Idro, Richard; Cusick, Sarah; Ssenkusu, John M.; John, Chandy C.; Pediatrics, School of MedicineBackground: Global changes in amino acid levels have been described in severe malaria (SM), but the relationship between amino acids and long-term outcomes in SM has not been evaluated. Methods: We measured enrollment plasma concentrations of 20 amino acids using high-performance liquid chromatography in 500 Ugandan children aged 18 months to 12 years, including 122 community children and 378 children with SM. The Kidney Disease: Improving Global Outcomes criteria were used to define acute kidney injury (AKI) at enrollment and chronic kidney disease (CKD) at 1-year follow-up. Cognition was assessed over 2 years of follow-up. Results: Compared to laboratory-defined, age-specific reference ranges, there were deficiencies in sulfur-containing amino acids (methionine, cysteine) in both community children and children with SM. Among children with SM, global changes in amino acid concentrations were observed in the context of metabolic complications including acidosis and AKI. Increases in threonine, leucine, and valine were associated with in-hospital mortality, while increases in methionine, tyrosine, lysine, and phenylalanine were associated with postdischarge mortality and CKD. Increases in glycine and asparagine were associated with worse attention in children <5 years of age. Conclusions: Among children with SM, unique amino acid profiles are associated with mortality, CKD, and worse attention.