Biology subjects

Liu, M.

Publications and source records attributed to Liu, M..

At least 217 records · Page 12Linked to original sources

bioRxiv2024

Freestanding rGO electrodes with tunable porous structures for improved neural recording

Invasive neural electrodes prepared from materials with miniaturized geometrical size could improve the longevity of implants by reducing the chronic inflammatory response. Graphene-based microfibers with tunable porous structures have a large electrochemical surface area (ESA)/geometrical surface area (GSA) ratio that has been reported to possess low impedance and high charge injection capacity (CIC), yet the control of the porous structure remains to be fully investigated. In this study, we introduce wet-spun graphene-based electrodes with pores tuned by sucrose concentrations in the coagulation bath. The electrochemical properties of thermally reduced rGO were optimized by adjusting the ratio of rGO to sucrose, resulting in significantly lower impedance, higher CIC, and higher charge storage capacity (CSC) than platinum microwires. Tensile and insertion tests confirmed that optimized electrodes had sufficient strength to ensure a 100% insertion success rate with low angle shift, thus allowing precise implantation without the need for additional mechanical enhancement. Acute in-vivo recordings from the auditory cortex found low impedance benefits from the recorded amplitude of spikes, leading to an increase in the signal-to-noise ratio (SNR). Ex-vivo recordings from hippocampal brain slices demonstrate that it is possible to record and/or stimulate with graphene-based electrodes with good fidelity compared with conventional electrodes.

neuroscience↗

bioRxiv2024

Efficacy and mechanism of actions of cipargamin as an antibabesial drug candidate

Babesiosis is a disease brought on by intraerythrocytic parasites of the genus Babesia. Current chemotherapies are accompanied by side effects and parasite relapse. Therefore, it is crucial to develop highly effective drugs against Babesia. Cipargamin (CIP) has shown inhibition against apicomplexan parasites, mainly Plasmodium and Toxoplasma. This study evaluated the growth-inhibiting properties of CIP against Babesia spp. and investigated the mechanism of CIP on B. gibsoni. The half inhibitory concentration (IC50) values of CIP against the in vitro growth of B. bovis and B. gibsoni were 20.2 {+/-} 1.4 nM and 69.4 {+/-} 2.2 nM, respectively. CIP significantly inhibited the growth of B. microti and B. rodhaini in vivo. Resistance was conferred by L921V and L921I mutations in BgATP4, which reduced the sensitivity to CIP by 6.1- and 12.8-fold. The inhibitory potency of CIP against BgATP4-associated ATPase activity was moderately reduced in mutant strains, with a 1.3-fold and 2.4-fold decrease in BgATP4L921V and BgATP4L921I, respectively, compared to that of BgATP4WT. An in silico investigation revealed reductions in affinity for CIP binding to BgATP4L921V and BgATP4L921I compared to BgATP4WT. Resistant strains showed no significant cross-resistance to atovaquone (ATO) or tafenoquine succinate (TQ), with less than a onefold change in IC50 values. Combining CIP with TQ effectively eliminated B. microti infection in SCID mice with no relapse, and parasite DNA was not detected by qPCR within 90 days post-infection. Our findings reveal the efficacy of CIP as an anti-babesial agent, its limitations as a monotherapy due to resistance development, and the potential of combination therapy with TQ to overcome said resistance and achieve complete parasite clearance.

microbiology↗

bioRxiv2024

A vacuolar invertase gene SlVI modulates sugar metabolism and postharvest fruit quality and resistance in tomato

Sugars act as signaling molecules to modulate various growth processes and enhance plant tolerance to various abiotic and biotic stresses. Moreover, sugars contribute to the post-harvest flavor in fleshy fruit crops. To date, the regulation of sugar metabolism and its effect in plant growth, fruit ripening, postharvest quality and resistance remains not fully understood. In this study, we investigated the role of tomato gene encoding a vacuolar invertase, hydrolyzing sucrose to glucose and fructose. SlVI is specifically expressed during the tomato fruit ripening process. We found that overexpression of SlVI resulted in increased leaf size and early flowering, while knockout of SlVI led to increased fruit sucrose content, enhanced fruit firmness, elevated resistance of postharvest fruit to Botrytis cinerea. Moreover, the content of naringenin and total soluble solids was significantly increased in SlVI knockout fruit at postharvest stage. Transcriptome analysis showed a negative feedback regulation triggered by sucrose accumulation in SlVI knockout fruit resulting in a downregulation of BAM3 and AMY2, which are critical for starch degradation. Moreover, genes associated with cell wall, cutin, wax, and flavonoid biosynthesis and pathogen resistance were upregulated in SlVI knockout fruit. Conversely, the expression levels of genes involved in cell wall degradation were decreased in knockout fruit. These results are consistent with the enhanced postharvest quality and resistance. Our findings not only provide new insights into the relationship between tomato fruit sucrose content and postharvest fruit quality, but also suggest new strategies to enhance fruit quality and extend postharvest shelf life.

plant biology↗

bioRxiv2024

Perfringolysin O pore-forming complexes are predominantly integral multiples of six subunits

Perfringolysin O is a well-studied bacterial cytolysin that forms large oligomeric pores with a wide range of sizes on membranes via a prepore intermediate. Here we examined the sizes of both PFO prepore and pore complexes electrophoretically using a multi-stack-gradient gel and found that, unexpectedly, there are only at most seven predominant sizes of either pores or prepores. Complexes extracted from each band exhibit contour lengths that are integral multiples of six subunits. High-resolution atomic force microscopy images of PFO pore complexes in supported bilayers also reveal a predominant hexameric-based stoichiometry. Thus, these results reveal a previously unknown structural hierarchy in PFO complexes, with larger complexes apparently built up from hexameric sub-complexes. We suggest that different inter-subunit interactions within and between the hexamers result in a likewise difference in the coordination of the prepore-to-pore transition within and between the hexamers, and is thus a critical feature of the allostery of this large multi-subunit complex.

biophysics↗

bioRxiv2024

Oligopeptide (FK)4 facilitates the determination of the absolute stereochemistry of chiral organic compounds via NMR Spectroscopy

Molecular chirality plays a crucial role in the fields of chemistry and biology. Various nuclear magnetic resonance (NMR) methods have been employed for assignment of stereochemical configurations. Alignment media for measurements of anisotropic parameters contribute to configuration elucidations, while chiral auxiliaries assist in enantiomer discrimination and chiral recognition. However, each method comes with limitations, and the assignment of absolute configuration by NMR remains challenging. In this study, we explored a combined approach for absolute configuration elucidation with the multifaceted application of the oligopeptide (FK)4, which possesses dual functionalities as an alignment medium for anisotropic NMR measurements and a chiral differentiating agent. As an alignment medium, (FK)4 facilitates the analysis of stereochemical features through residual dipolar couplings (RDC), aiding in the structural elucidation of stereoisomers. Moreover, (FK)4 exhibits unique chiral differentiating properties, interacting distinctly with enantiomers and resulting in observable bifurcation of chemical shift signals, in 13C, 1H and 19F spectra. Using isoleucine and xylose as model compounds, we demonstrate how the dual functionality of (FK)4 enables the identification of stereoisomeric structures via RDC parameters and the assignment of enantiomeric configurations through measurements of t2 relaxation time coupled with theoretical simulations. These findings highlight the potential of versatile chiral media as (FK)4 for approaching the elucidation of absolute configurations of organic molecules via combined NMR spectroscopy approaches, with implications for structural characterization and enantiomer discrimination in chemical applications.

biochemistry↗

bioRxiv2024

Structural basis for membrane remodelling by the AP5:SPG11-SPG15 complex

The human spastizin (spastic paraplegia 15, SPG15) and spatacsin (spastic paraplegia 11, SPG11) complex is involved in cargo sorting from late endosomes to the Golgi, and mutations in these two proteins are linked with hereditary autosomal recessive spastic paraplegia (HSP). SPG11-SPG15 can cooperate with evolutionarily ancient fifth adaptor protein complex (AP5). We employed cryo-electron microscopy and in silico predictions to investigate the structural assemblies of SPG11-SPG15 and AP5:SPG11-SPG15 complex. The W-shaped SPG11-SPG15 intertwined in a head-to-head fashion, and the N-terminal region of SPG11 is required for AP5 complex interaction and assembly. The AP5 complex is in a super open conformation. We employed in vitro lipid binding assays and cellular localization analysis to investigate AP5:SPG11-SPG15 membrane binding properties. Here we solve a major problem in understanding AP5:SPG11-SPG15 function in autophagic lysosome reformation (ALR), using a fully reconstituted system. We reveal that the AP5:SPG11-SPG15 complex binds PI3P molecules, can sense membrane curvature and drive membrane remodelling in vitro. These studies provide key insights into the structure and function of the spastic paraplegia AP5:SPG11-SPG15 complex, which is essential for the initiation of autolysosome tubulation.

biochemistry↗

bioRxiv2024

Synthetic genomes unveil the effects of synonymous recoding

Engineering the genetic code of an organism provides the basis for (i) making any organism safely resistant to natural viruses and (ii) preventing genetic information flow into and out of genetically modified organisms while (iii) allowing the biosynthesis of genetically encoded unnatural polymers1-4. Achieving these three goals requires the reassignment of multiple of the 64 codons nature uses to encode proteins. However, synonymous codon replacement--recoding--is frequently lethal, and how recoding impacts fitness remains poorly explored. Here, we explore these effects using whole-genome synthesis, multiplexed directed evolution, and genome-transcriptome-translatome-proteome co-profiling on multiple recoded genomes. Using this information, we assemble a synthetic Escherichia coli genome in seven sections using only 57 codons to encode proteins. By discovering the rules responsible for the lethality of synonymous recoding and developing a data-driven multi-omics-based genome construction workflow that troubleshoots synthetic genomes, we overcome the lethal effects of 62,007 synonymous codon swaps and 11,108 additional genomic edits. We show that synonymous recoding induces transcriptional noise including new antisense RNAs, leading to drastic transcriptome and proteome perturbation. As the elimination of select codons from an organisms genetic code results in the widespread appearance of cryptic promoters, we show that synonymous codon choice may naturally evolve to minimize transcriptional noise. Our work provides the first genome-scale description of how synonymous codon changes influence organismal fitness and paves the way for the construction of functional genomes that provide genetic firewalls from natural ecosystems and safely produce biopolymers, drugs, and enzymes with an expanded chemistry.

synthetic biology↗

bioRxiv2024

c-di-GMP modulates ribosome assembly by inhibiting rRNA methylation

Cyclic diguanosine monophosphate (c-di-GMP) is a ubiquitous bacterial secondary messenger, with diverse functions, many of which are yet to be uncovered. Stemming from an Escherichia coli proteome microarray, we found that c-di-GMP bound to 23S rRNA methyltransferases (RlmI and RlmE). rRNA methylation assays showed that c-di-GMP inhibits RlmI activity, thereby modulating ribosome assembly. Based on molecular dynamic simulation and mutagenesis studies, we found that c-di-GMP binds to RlmI at residues R64, R103, G114, and K201. Structural simulation revealed that c-di-GMP quenches RlmI activity by inducing the closure of the catalytic pocket. Furthermore, we revealed that c-di-GMP promotes antibiotic tolerance by regulating RlmI activity, which played a role in antibiotic-resistant strains. Finally, the binding and methylation assays showed that the effect of c-di-GMP on RlmI is conserved, at least in various pathogenic bacteria. This study discovered an unexpected functional role of c-di-GMP in regulating ribosome assembly by inhibiting rRNA methylases. This study identified an unexpected but crucial member among the c-di-GMP effectors. HighlightsO_LIc-di-GMP regulates ribosome assembly in Escherichia coli. C_LIO_LIc-di-GMP inhibits rRNA methylation activity of RlmI by inducing catalytic pocket closure. C_LIO_LIc-di-GMP promotes antibiotic resistance by regulating ribosome assembly. C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=142 SRC="FIGDIR/small/597503v1_ufig1.gif" ALT="Figure 1"> View larger version (25K): org.highwire.dtl.DTLVardef@52baforg.highwire.dtl.DTLVardef@176f86dorg.highwire.dtl.DTLVardef@1afed11org.highwire.dtl.DTLVardef@f53687_HPS_FORMAT_FIGEXP M_FIG C_FIG

cell biology↗

bioRxiv2024

Haploid-phased chromosomal telomere to telomere genome assembly of Uncaria rhynchophylla accelerating gene mining on the biosynthesis of medicinal alkaloids

Recorded traditionary medicinal plants contain important resources, including many natural medicinal alkaloids, for new medicine discovery and development. Uncaria genus is such a woody plant, with a high medicinal value in alkaloids, e.g. (iso)rhynchophylline. Natural alkaloids contents usually vary between germplasms and are affected by the growth environment, which requires a genomics solution to understand the genetic and environmental factors that influence alkaloid production in more detail. Here, we have dissected the haploid-resolved chromosomal T2T genome assembly of Uncaria rhynchophylla with a size of [~]634 Mb and contig N50 of 26 Mb using PacBio HiFi long-reads and Hi-C and anchored the contigs on 22 pairs of confirmed chromosomes. This genome contains 56% repeat sequences and [~]2,9000 protein-encoding genes. U. rhynchophylla diverged from a common ancestor shared with Coffea around 20 million years ago and contains expanded and contracted gene families associated with secondary metabolites and plant-associated defenses. We constructed the pathway for (iso)rhynchophylline biosynthesis with genes mined from the genome and comparative transcriptomes. 53 alkaloids out of 2,578 metabolites were identified in (iso)rhynchophylline biosynthesis, where eight differentially expressed genes were the key for regulating the catalytic steps leading to alkaloid abundance difference between tissues. The chromosome-level genome and pathways of (iso)rhynchophylline constructed in this study provide a genetic basis and guidance for further breeding improvements and the development of pharmaceutical alkaloids.

genomics↗

bioRxiv2024

Metabolic control by the Bithorax Complex-Wnt signaling crosstalk in Drosophila

Adipocytes distributed throughout the body play crucial roles in lipid metabolism and energy homeostasis. Regional differences among adipocytes influence normal function and disease susceptibility, but the mechanisms driving this regional heterogeneity remain poorly understood. Here, we report a genetic crosstalk between the Bithorax Complex (BX-C) genes and Wnt/Wingless signaling that orchestrates regional differences among adipocytes in Drosophila larvae. Abdominal adipocytes, characterized by the exclusive expression of abdominal A (abd-A) and Abdominal B (Abd-B), exhibit distinct features compared to thoracic adipocytes, with Wnt signaling further amplifying these disparities. Depletion of BX-C genes in adipocytes reduces fat accumulation, delays larval-pupal transition, and eventually leads to pupal lethality. Depleting Abd-A or Abd-B reduces Wnt target gene expression, thereby attenuating Wnt signaling-induced lipid mobilization. Conversely, Wnt signaling stimulated abd-A transcription, suggesting a feedforward loop that amplifies the interplay between Wnt signaling and BX-C in adipocytes. These findings elucidate how the crosstalk between cell-autonomous BX-C gene expression and Wnt signaling define unique metabolic behaviors in adipocytes in different anatomical regions of fat body, delineating larval adipose tissue domains.

developmental biology↗

bioRxiv2024

Conserved Cis-Acting Range Extender Element Mediates Extreme Long-Range Enhancer Activity in Mammals

While most mammalian enhancers regulate their cognate promoters over moderate distances of tens of kilobases (kb), some enhancers act over distances in the megabase range. The sequence features enabling such extreme-distance enhancer-promoter interactions remain elusive. Here, we used in vivo enhancer replacement experiments in mice to show that short- and medium-range enhancers cannot initiate gene expression at extreme-distance range. We uncover a novel conserved cis-acting element, Range EXtender (REX), that confers extreme-distance regulatory activity and is located next to a long-range enhancer of Sall1. The REX element itself has no endogenous enhancer activity. However, addition of the REX to other short- and mid-range enhancers substantially increases their genomic interaction range. In the most extreme example observed, addition of the REX increased the range of an enhancer by an order of magnitude, from its native 71kb to 840kb. The REX element contains highly conserved [C/T]AATTA homeodomain motifs. These motifs are enriched around long-range limb enhancers genome-wide, including the ZRS, a benchmark long-range limb enhancer of Shh. Mutating the [C/T]AATTA motifs within the ZRS does not affect its limb-specific enhancer activity at short range, but selectively abolishes its long-range activity, resulting in severe limb reduction in knock-in mice. In summary, we identify a sequence signature globally associated with long-range enhancer-promoter interactions and describe a prototypical REX element that is necessary and sufficient to confer extreme-distance gene activation by remote enhancers.

genomics↗

bioRxiv2024

Accelerating Genome- and Phenome-Wide Association Studies using GPUs - A case study using data from the Million Veteran Program

The expansion of biobanks has significantly propelled genomic discoveries yet the sheer scale of data within these repositories poses formidable computational hurdles, particularly in handling extensive matrix operations required by prevailing statistical frameworks. In this work, we introduce computational optimizations to the SAIGE (Scalable and Accurate Implementation of Generalized Mixed Model) algorithm, notably employing a GPU-based distributed computing approach to tackle these challenges. We applied these optimizations to conduct a large-scale genome-wide association study (GWAS) across 2,068 phenotypes derived from electronic health records of 635,969 diverse participants from the Veterans Affairs (VA) Million Veteran Program (MVP). Our strategies enabled scaling up the analysis to over 6,000 nodes on the Department of Energy (DOE) Oak Ridge Leadership Computing Facility (OLCF) Summit High-Performance Computer (HPC), resulting in a 20-fold acceleration compared to the baseline model. We also provide a Docker container with our optimizations that was successfully used on multiple cloud infrastructures on UK Biobank and All of Us datasets where we showed significant time and cost benefits over the baseline SAIGE model.

genetics↗

bioRxiv2024

Estropausal gut microbiota transplant improves ovarian function in adult mice

Decline in ovarian function with age not only affects fertility but is also linked to a higher risk of age-related diseases in women (e.g. osteoporosis, dementia). Intriguingly, earlier menopause is linked to shorter lifespan; however, the underlying molecular mechanisms of ovarian aging are not well understood. Recent evidence suggests the gut microbiota may influence ovarian health. In this study, we characterized ovarian aging associated microbial profiles in mice and investigated the effect of the gut microbiome from young and estropausal female mice on ovarian health through fecal microbiota transplantation. We demonstrate that the ovarian transcriptome can be broadly remodeled after heterochronic microbiota transplantation, with a reduction in inflammation-related gene expression and trends consistent with transcriptional rejuvenation. Consistently, these mice exhibited enhanced ovarian health and increased fertility. Using metagenomics-based causal mediation analyses and serum untargeted metabolomics, we identified candidate microbial species and metabolites that may contribute to the observed effects of fecal microbiota transplantation. Our findings reveal a direct link between the gut microbiota and ovarian health.

physiology↗

bioRxiv2024

Distinct effects of CDK8 module subunits on cellular growth and proliferation in Drosophila

The Mediator complex, composed of about 30 conserved subunits, plays a pivotal role in facilitating RNA polymerase II-dependent transcription in eukaryotes. Within this complex, the CDK8 kinase module (CKM), comprising Med12, Med13, CDK8, and CycC (Cyclin C), serves as a dissociable subcomplex that modulates the activity of the small Mediator complex. Genetic studies in Drosophila have revealed distinct phenotypes of CDK8-CycC and Med12-Med13 mutations, yet the underlying mechanism has remained unknown. Here, using Drosophila as a model organism, we show that depleting CDK8-CycC enhances E2F1 target gene expression and promotes cell-cycle progression. Conversely, depletion of Med12-Med13 affects the expression of ribosomal protein genes and fibrillarin, indicating a more severe reduction in ribosome biogenesis and cellular growth compared to the loss of CDK8-CycC. Moreover, we found that the stability of CDK8 and CycC relies on Med12 and Med13, with a mutually interdependent relationship between Med12 and Med13. Furthermore, CycC stability depends on the other three CKM subunits. These findings reveal distinct roles for CKM subunits in vivo, with Med12-Med13 disruption exerting a more pronounced impact on ribosome biogenesis and cellular growth compared to the loss of CDK8-CycC. SignificanceThe CDK8 kinase module (CKM), comprising CDK8, CycC, Med12, and Med13, is essential in the Mediator complex for RNA polymerase II-dependent transcription in eukaryotes. While expected to function jointly, CKM subunit mutations result in distinct phenotypes in Drosophila. This study investigates the mechanisms driving these differing effects. Our analysis reveals the role of Med12-Med13 pair in regulating ribosomal biogenesis and cellular growth, contrasting with the involvement of CDK8-CycC in E2F1-dependent cell-cycle progression. Additionally, an asymmetric interdependence in the stability of CDK8-CycC and Med12-Med13 was observed. CKM mutations or overexpression are associated with cancers and cardiovascular diseases. Our findings underscore the distinct impacts of CKM mutations on cellular growth and proliferation, advancing our understanding of their diverse consequences in vivo.

cell biology↗

bioRxiv2024

PHARAOH: A collaborative crowdsourcing platform for PHenotyping And Regional Analysis Of Histology

Deep learning has proven to be capable of automating key aspects of histopathologic analysis, but its continual reliance on large expert-annotated training datasets hinders widespread adoption. Here, we present an online collaborative portal that streamlines tissue image annotation to promote the development and sharing of custom computer vision models for PHenotyping And Regional Analysis Of Histology (PHARAOH; https://www.pathologyreports.ai/). PHARAOH uses a weakly supervised active learning framework whereby patch-level image features are leveraged to organize large swaths of tissue into morphologically-uniform clusters for batched human annotation. By providing cluster-level labels on only a handful of cases, we show how custom PHARAOH models can be developed and used to guide the quantification of cellular features that correlate with molecular, pathologic and patient outcome data. Both custom model design and feature extraction pipelines are amenable to crowdsourcing making PHARAOH a fully scalable systems-level solution for the systematic expansion and cataloging of computational pathology applications.

bioinformatics↗

bioRxiv2024

Phase Contrast Tomography (PCT)

Phase contrast microscopy has been employed for 2D imaging of thin samples since its invention. Herein, we propose and demonstrate phase contrast tomography (PCT) that incorporates the scanning of LED illumination with quantitative phase contrast microscopy (QPCM) to realize 3D phase imaging of a sample. The proposed PCT is demonstrated 3D imaging of 200-nm polystyrene microspheres (PMs) and sub-organelles inside COS7 cells. The results reveal that the proposed PCT has high spatial resolution and stability without speckle noise, and thence, it has a great potential to be applied to industrial testing and life science research.

biophysics↗

bioRxiv2024

Divergent effects of C4a, C4adesArg, and thrombin on platelet aggregation and phosphorylation of ERK and Akt in human endothelial cells.

Prior studies have established C4a as an untethered ligand for protease-activated receptors (PAR)1 and PAR4, which can increase ERK phosphorylation and [Ca2+]i influx in human endothelial cells (ECs). C4adesArg is a stable metabolite produced from C4a through cleavage of an arginine at the carboxyl terminus by plasma carboxypeptidases B/N. PAR1 and PAR4 are typical receptors for thrombin and transduce cellular responses to the serine protease generated by the activation of coagulation pathways. Here, we aim to address whether C4adesArg can induce the same effects as C4a through PAR1 and PAR4, and whether C4a and C4adesArg can activate the same downstream signaling effectors as thrombin through PAR1 and PAR4. We demonstrated that C4adesArg induces ERK phosphorylation and [Ca2+]i influx with the reduced efficacy as compared to C4a in human ECs. Distinct from C4a, C4adesArg-induced ERK phosphorylation was only inhibited by the PAR4 antagonist tcY-NH2, indicating that C4adesArg-mediated ERK phosphorylation is PAR4-dependent. Both C4a and C4adesArg at a concentration of 3 M failed to induce platelet aggregation. Moreover, both C4a and C4adesArg induce significant Akt phosphorylation, whereas thrombin causes Akt dephosphorylation in human ECs. Our study revealed that the absence of the C-terminal arginine in C4a decreases its efficacy and changes its preference for receptor of ERK and Akt activations in human ECs, suggesting that the C-terminal arginine of C4a might govern its binding specificity and/or affinity to PAR1 and/or PAR4. Unlike thrombin, both C4a and C4adesArg fail to induce platelet aggregation at supraphysiological concentrations. Contrary to thrombin, both C4a and C4adesArg induce significant Akt phosphorylation, indicating a unique role of C4a and C4adesArg in inflammation and coagulation through their association with PAR1 and/or PAR4.

immunology↗

bioRxiv2024

Methylmalonic acid induces metabolic abnormalities and exhaustion in CD8+ T cells to suppress anti-tumor immunity

Systemic levels of methylmalonic acid (MMA), a byproduct of propionate metabolism, increase with age and MMA promotes tumor progression via its direct effects in tumor cells. However, the tumorigenic role of MMA in modulating the tumor ecosystem remains to be investigated. The proliferation and function of CD8+ T cells, key anti-tumor immune cells, declines with age and in conditions of vitamin B12 deficiency, the two most well-established conditions that lead to increased systemic levels of MMA. Thus, we hypothesized that increased circulatory levels of MMA leads to suppression of CD8+ T cell immunity. Treatment of primary CD8+ T cells with MMA induced a dysfunctional phenotype characterized by a robust immunosuppressive transcriptional reprogramming and marked increases in the expression of the exhaustion regulator, TOX. Accordingly, MMA treatment upregulated exhaustion markers in CD8+ T cells and decreased their effector functions, which drove the suppression of anti-tumor immunity in vitro and in vivo. Mechanistically, MMA-induced CD8+ T cell exhaustion was associated with a suppression of NADH-regenerating reactions in the TCA cycle and concomitant defects in mitochondrial function. Thus, MMA has immunomodulatory roles, thereby highlighting MMA as an important link between aging, immune dysfunction, and cancer.

immunology↗