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Biology subjects

Cheng, Y.-H.

Publications and source records attributed to Cheng, Y.-H..

At least 19 recordsLinked to original sources

Overlapping upstream ORFs repress translation and expand proteome diversity in Arabidopsis

Upstream open reading frames (uORFs) are widespread cis-regulatory elements that modulate translation initiation of downstream main ORFs (mORFs). Among them, overlapping uORFs (ouORFs) that overlap with mORFs are predicted to exert the strongest translational repression, yet they remain largely unexplored because of the difficulty of their identification. Here, we developed complementary computational approaches to systematically identify translated ouORFs from super-resolution ribosome profiling data in Arabidopsis. We identified 965 translated ouORFs alongside 7,180 canonical non-overlapping uORFs (nuORFs). We found that ouORFs exert substantially stronger translational repression than nuORFs, and that this repression depends primarily on Kozak context rather than uORF length. In addition, genes containing ouORFs or nuORFs have weaker mORF Kozak contexts than genes without uORFs, which may further reduce mORF translation. Moreover, ouORF translation promotes initiation downstream of the annotated mORF start codon, generating N-terminally truncated protein isoforms with altered domain composition and subcellular localization. Using ATPS2 as an example, we demonstrate that ouORF translation regulates alternative translation initiation to control the balance between chloroplast and cytosolic protein isoforms. Together, our findings establish ouORFs as a versatile class of translational regulatory elements that coordinate both protein abundance and protein diversity, providing the first genome-wide characterization of translated ouORFs in plants.

molecular biology↗

Endosymbiotic algal photosynthesis shapes diel transcriptome architecture in its ciliate host Paramecium bursaria

How photosynthetic endosymbionts reorganize host daily regulation remains unclear. Paramecium bursaria displays pronounced day-night behaviors, but whether its algal symbionts drive host temporal programs has been unresolved. We compared host gene expressions across a 24-hour light-dark cycle in symbiotic and aposymbiotic cells. Symbiotic cells exhibit an expanded and highly temporally ordered diel transcriptome compared with aposymbiotic cells. These rhythmic programs encompass motility, signaling, metabolism, and growth regulation, consistent with observed behaviors. Symbiosis-associated rhythmic programs recruit gene families encoding post-translational regulatory domains, including kinases, ubiquitin-related factors, WD40 scaffolds, and calcium-binding proteins, despite lacking recognizable canonical clock genes. Disrupting photosynthesis with paraquat altered these temporal profiles, shifting them toward an aposymbiotic-like state. A distantly related ciliate, Tetrahymena utriculariae, with an independently evolved symbiosis, showed similar symbiosis-associated daily programs, suggesting that photosynthetic endosymbionts can act as important organizers of host daily gene regulation in endosymbiotic protists.

evolutionary biology↗

PD-1-Dependent Modulation of Sensory Neurons by a Staphylococcus epidermidis Lipoteichoic Acid Drives Analgesia

BackgroundImmune checkpoint receptors regulate adaptive immunity but are increasingly recognized as modulators of neuroimmune interactions. The upstream signals that induce neuronal checkpoint pathways during inflammation and their functional relevance in inflammatory pain remain incompletely understood. We investigated whether a defined commensal-derived molecule engages a neuroimmune checkpoint axis to modulate inflammatory pain. MethodsSELTA, a lipoteichoic acid purified from a commensal Staphylococcus epidermidis strain, was evaluated for TLR2-dependent activity, regulation of Pdcd1 transcription and PD-1 protein expression in dorsal root ganglion (DRG) neurons, effects on intracellular calcium signaling, and behavioral outcomes in experimental autoimmune prostatitis (EAP) a model of inflammation-induced chronic pelvic pain. Conditional Pdcd1 deletion was performed in sensory neurons (Advillin-Cre) and CD4 T cells to determine cell-specific requirements. ResultsSELTA selectively activated TLR2/6 signaling and increased Pdcd1 transcription and PD-1 protein expression in DRG neurons under inflammatory conditions. SELTA enhanced phosphorylation of PD-1 at tyrosine 248 and significantly reduced ATP-evoked intracellular Ca{superscript 2} responses in mouse primary sensory neurons. Pharmacologic neutralization of PD-1 abrogated SELTA-mediated suppression of calcium signaling. In vivo, SELTA produced concentration-dependent attenuation of pelvic hypersensitivity in EAP. Conditional deletion of PD-1 in vivo in Advillin-expressing sensory neurons or CD4 T cells significantly reduced SELTA-induced analgesia, while combined deletion did not further diminish the effect. ConclusionsThese findings identify a commensal-derived lipoteichoic acid that engages a TLR2/6-associated pathway linked to inducible neuronal PD-1 signaling to restrain inflammatory nociceptor activity. The results define a neuroimmune checkpoint mechanism that modulates inflammatory pain and extend PD-1 signaling beyond its established role in adaptive immunity.

neuroscience↗

Cellular and Spatial Drivers of Unresolved Injury and Functional Decline in the Human Kidney

Building upon a foundational Human Kidney resource, we present a comprehensive multi-modal atlas that defines spatially resolved versus unresolved repair states and mechanisms in human kidney disease. Homeostatic interactions between injured kidney epithelium and its surrounding milieu determine successful repair outcomes, while pathogenic signaling promotes unresolved inflammation and fibrosis leading to chronic disease. We integrated multiple single-cell and spatial modalities across [~]700 samples from >350 patients ([~]250 research biopsies), analyzing [~]1.7 million cells alongside complementary mouse multi-omic profiles spanning acute-to-chronic injury and aging (>300,000 cells) and spatial transcriptomic analysis of >150 human biopsies. This cross-species atlas delineates functional pathways and druggable targets across the nephron and defines gene regulatory networks and chromatin landscapes governing tubular, fibroblast, and immune cell transitions from injury to either recovery or failed repair states. We identified distinct cellular states associated with specific pathological features that show dynamic distributions between acute kidney injury (AKI) and chronic kidney disease (CKD), organized within unique spatial niches that reveal progression mechanisms from early injury to unresolved disease. Gene regulatory analyses prioritized key transcription factor activities (SOX4, SOX9, NFKB1, REL, KLFs) and their target networks establishing disease states and tissue microenvironments. These regulatory programs were directly linked to clinical outcomes, identifying molecular signatures of recovery and secreted biomarkers predictive of AKI-to-CKD progression, providing a key resource for therapeutic development and precision medicine approaches in kidney disease.

molecular biology↗

Cannabidiol exerts anti-inflammatory effects but maintains T effector memory cell differentiation: A Single-Cell Study in Humans

Cannabidiol is widely available and often used for pain management. Individuals with kidney disease or renal allografts have limited analgesia options. We conducted a Phase 1 human study to compare the peripheral immune cell distribution before (pre-cannabidiol) and after exposure to cannabidiol at steady state (post-cannabidiol). This ex vivo study included specimens from 23 participants who received oral cannabidiol (up to 5 mg/kg twice daily) for 11 days. Lymphocytes were isolated and stimulated with anti-CD3/CD28 antibodies, with or without tacrolimus. Pharmacodynamic responses were assessed via CellTiter-Glo(R) proliferation, scRNA-seq, cytokine assays, and flow cytometry. Steady-state plasma concentrations of CBD were quantified via tandem mass spectrometry. We identified an increased proportion of T effector memory (TEM) cells post-cannabidiol (22% increase, P-value of 3.2 x 10-32), which correlated with CBD plasma concentrations (Pearson Corr= 0.77, P-value < 0.01). Post-cannabidiol cytokine assays revealed elevated proinflammatory IL-6 protein levels and anti-inflammatory IL-10 levels (adjusted P-values < 0.0001). Cannabidiol reduced overall T and B lymphocyte proliferation with additive immunosuppressive effects to tacrolimus. In flow cytometry, the proportion of TEM and TEMRA increased post-cannabidiol with tacrolimus (P-values < 0.05). Cannabidiol exhibits mixed immunomodulatory effects with pro- and anti-inflammatory signals. Understanding the clinical safety of cannabidiol use is important given the paucity of pain control options available for immunocompromised transplant populations.

molecular biology↗

The Filterprep: A Simple and Efficient Approach for High-Yield, High-Purity Plasmid DNA Purification

Plasmid DNA purification remains a fundamental yet resource-intensive step in molecular biology and biotechnology. Conventional protocols often yield plasmids with suboptimal purity, while commercial kits, though efficient, are costly and use proprietary formulations that limit transparency and customization. Here, we present Filterprep, a hybrid method combining classical ethanol precipitation with a single spin-column cleanup step, enabling rapid recovery of high-purity plasmid DNA with yields notably higher than those obtained using commercial kits, in approximately 40 minutes. Filterprep offers a transparent, cost-effective, and scalable alternative, simplifying workflows and reducing hands-on time without compromising DNA quality. The purified plasmids are compatible with a variety of downstream applications, including mammalian cell transfection, protein expression, and reporter assays. With its balance of efficiency and practicality, Filterprep is well suited for high-throughput laboratories and resource-limited settings.

biochemistry↗

An early evolutionary stage of mutualistic endosymbiosis reveals a parasitic aspect of endosymbionts

Mutualistic endosymbiosis is a cornerstone of evolutionary innovation, enabling organisms to exploit diverse niches unavailable to individual species. However, our knowledge about the early evolutionary stage of this relationship remains limited. The association between the ciliate Tetrahymena utriculariae and its algal endosymbiont Micractinium tetrahymenae indicates an incipient stage of endosymbiosis. Although T. utriculariae cells rely on endosymbiotic algae to grow in low-oxygen conditions, they gradually lose the endosymbionts in aerobic conditions. Our comparative genomics reveals that the mitochondria-related genes of T. utriculariae are fast-evolving. Symbiotic cells display elongated mitochondria, which interact intimately with endosymbionts. Moreover, inhibiting mitochondrial fatty acid oxidation reduces host fitness but increases the endosymbiont population. Time-series transcriptomics reveal physiological fine-tuning of the host during day and night, underscoring adaptations for nutrient exchange and regulation. Notably, endosymbiotic algae downregulate photosynthesis-related genes compared with free-living cells, correlated with a substantially reduced chlorophyll content. These findings indicate that the endosymbionts exploit host metabolites to supplement reduced photosynthesis. Consistently, symbiotic Tetrahymena cells exhibit lower fitness under aerobic conditions than aposymbiotic cells. Our results support that mutualistic and parasitic relationships between symbiotic organisms are condition-dependent, especially at an early evolutionary stage.

evolutionary biology↗

A MEF2C transcripton factor network regulates proliferation of glomerular endothelial cells in diabetic kidney disease

The maintenance of a healthy epithelial-endothelial juxtaposition requires cross-talk within glomerular cellular niches. We sought to understand the spatially-anchored regulation and transition of endothelial and mesangial cells from health to injury in DKD. From 74 human kidney samples, an integrated multi-omics approach was leveraged to identify cellular niches, cell-cell communication, cell injury trajectories, and regulatory transcription factor (TF) networks in glomerular capillary endothelial (EC-GC) and mesangial cells. Data were culled from single nucleus RNA and ATAC sequencing and three orthogonal spatial transcriptomic technologies for correlation with histopathological and clinical trial data. We identified a cellular niche in diabetic glomeruli enriched in a proliferative endothelial cell subtype (prEC) and altered vascular smooth muscle cells (VSMCs). Cellular communication within this niche maintained pro-angiogenic signaling with loss of anti-angiogenic factors. We identified a TF network of MEF2C, MEF2A, and TRPS1 which regulated SEMA6A and PLXNA2, a receptor-ligand pair opposing angiogenesis. In silico knockout of the TF network accelerated the transition from healthy EC-GCs toward a degenerative (injury) endothelial phenotype, with concomitant disruption of EC-GC and prEC expression patterns. Glomeruli enriched in the prEC niche had histologic evidence of neovascularization. MEF2C activity was increased in diabetic glomeruli with nodular mesangial sclerosis. The gene regulatory network (GRN) of MEF2C was dysregulated in EC-GCs of patients with DKD, but sodium glucose transporter-2 inhibitor (SGLT2i) treatment reversed the MEF2C GRN effects of DKD. The MEF2C, MEF2A, and TRPS1 TF network carefully balances the fate of the EC-GC in DKD. When the TF network is "on" or over-expressed in DKD, EC-GCs may progress to a prEC state, while TF suppression leads to cell death. SGLT2i therapy may restore the balance of MEF2C activity.

cell biology↗

FUSION: A web-based application for in-depth exploration of multi-omics data with brightfield histology

Spatial -OMICS technologies facilitate the interrogation of molecular profiles in the context of the underlying histopathology and tissue microenvironment. Paired analysis of histopathology and molecular data can provide pathologists with otherwise unobtainable insights into biological mechanisms. To connect the disparate molecular and histopathologic features into a single workspace, we developed FUSION (Functional Unit State IdentificatiON in WSIs [Whole Slide Images]), a web-based tool that provides users with a broad array of visualization and analytical tools including deep learning-based algorithms for in-depth interrogation of spatial -OMICS datasets and their associated high-resolution histology images. FUSION enables end-to-end analysis of functional tissue units (FTUs), automatically aggregating underlying molecular data to provide a histopathology-based medium for analyzing healthy and altered cell states and driving new discoveries using "pathomic" features. We demonstrate FUSION using 10x Visium spatial transcriptomics (ST) data from both formalin-fixed paraffin embedded (FFPE) and frozen prepared datasets consisting of healthy and diseased tissue. Through several use-cases, we demonstrate how users can identify spatial linkages between quantitative pathomics, qualitative image characteristics, and spatial --omics

pathology↗

The Hippo-YAP/TAZ-TEAD axis promotes multipotency in bone marrow stromal cells

The mechanisms by which bone marrow stromal cells (BMSCs) maintain multilineage potency in vitro remain elusive. To identify the transcriptional regulatory circuits that contribute to BMSC multipotency, we performed paired single-nucleus multiomics of the expansion of freshly isolated BMSCs and of BMSCs undergoing tri-lineage differentiation. By computationally reconstructing the regulatory programs associated with initial stages of differentiation and early expansion, we identified the TEAD family of transcription factors, which is inhibited by Hippo signaling, as highly active in the BMSC in vitro multipotent state. Pharmacological inhibition of TEAD enhanced BMSC osteogenic and adipogenic differentiation, whereas its activation maintained BMSCs in an undifferentiated state, supporting a model whereby isolation of BMSCs coincides with a TEAD-controlled transcriptional state linked to multipotency. Our study highlights the Hippo pathway as a pivotal regulator of BMSC multipotency, and our regulatory network inferences are a reservoir of testable hypotheses that link transcription factors and their regulons to specific aspects of BMSC behavior.

genomics↗

Nicotinamide riboside activates renal metabolism and protects the kidney in a model of Alport syndrome

Chronic kidney disease (CKD) is associated with renal metabolic disturbances, including impaired fatty acid oxidation (FAO). Nicotinamide adenine dinucleotide (NAD+) is a small molecule that participates in hundreds of metabolism-related reactions. NAD+ levels are decreased in CKD, and NAD+ supplementation is protective. However, both the mechanism of how NAD+ supplementation protects from CKD, as well as the cell types involved, are poorly understood. Using a mouse model of Alport syndrome, we show that nicotinamide riboside (NR), an NAD+ precursor, stimulates renal peroxisome proliferator-activated receptor alpha signaling and restores FAO in the proximal tubules, thereby protecting from CKD in both sexes. Bulk RNA-sequencing shows that renal metabolic pathways are impaired in Alport mice and activated by NR in both sexes. These transcriptional changes are confirmed by orthogonal imaging techniques and biochemical assays. Single nuclei RNA-sequencing and spatial transcriptomics, both the first of their kind from Alport mice, show that NAD+ supplementation restores FAO in proximal tubule cells. Finally, we also report, for the first time, sex differences at the transcriptional level in this Alport model. In summary, we identify a nephroprotective mechanism of NAD+ supplementation in CKD, and we demonstrate that the proximal tubule cells substantially contribute to this benefit.

molecular biology↗

The chromatin landscape of healthy and injured cell types in the human kidney

There is a need to define regions of gene activation or repression that control human kidney cells in states of health, injury, and repair to understand the molecular pathogenesis of kidney disease and design therapeutic strategies. However, comprehensive integration of gene expression with epigenetic features that define regulatory elements remains a significant challenge. We measured dual single nucleus RNA expression and chromatin accessibility, DNA methylation, and H3K27ac, H3K4me1, H3K4me3, and H3K27me3 histone modifications to decipher the chromatin landscape and gene regulation of the kidney in reference and adaptive injury states. We established a comprehensive and spatially-anchored epigenomic atlas to define the kidneys active, silent, and regulatory accessible chromatin regions across the genome. Using this atlas, we noted distinct control of adaptive injury in different epithelial cell types. A proximal tubule cell transcription factor network of ELF3, KLF6, and KLF10 regulated the transition between health and injury, while in thick ascending limb cells this transition was regulated by NR2F1. Further, combined perturbation of ELF3, KLF6, and KLF10 distinguished two adaptive proximal tubular cell subtypes, one of which manifested a repair trajectory after knockout. This atlas will serve as a foundation to facilitate targeted cell-specific therapeutics by reprogramming gene regulatory networks.

molecular biology↗

A spatially anchored transcriptomic atlas of the human kidney papilla identifies significant immune injury and matrix remodeling in patients with stone disease

Kidney stone disease causes significant morbidity and increases health care utilization. The pathogenesis of stone disease is not completely understood, due in part to the poor characterization of the cellular and molecular makeup of the kidney papilla and its alteration with disease. We deciphered the cellular and molecular niche of the human renal papilla in patients with calcium oxalate (CaOx) stone disease compared to healthy subjects using single nuclear RNA sequencing, spatial transcriptomics and high-resolution large-scale multiplexed 3D and Co-Detection by indexing (CODEX) imaging. In addition to identifying cell types important in papillary physiology, we defined subtypes of immune, stromal and principal cells enriched in the papilla, and characterized an undifferentiated epithelial cell cluster that was more prevalent in stone patients. Despite the focal nature of mineral deposition in nephrolithiasis, we uncovered a global injury signature involving multiple cell types within the papilla, characterized by immune activation, oxidative stress and extracellular matrix remodeling. The microenvironment of mineral deposition had features of an immune synapse with antigen presenting inflammatory macrophages interacting with T cells, and an immune repertoire ranging from inflammation to fibrosis. The expression of MMP7 and MMP9 was associated with stone disease and mineral deposition, respectively. MMP7 and MMP9 were significantly increased in the urine of patients with CaOx stone disease compared to non-stone formers, and their levels correlated with disease activity in stone formers. Our results define the spatial molecular landscape and specific pathways contributing to stone-mediated injury in the human papilla, and identify potential urinary biomarkers.

genomics↗

Rapid compensatory evolution by secondary perturbation of a primary disrupted transcriptional network

The discrete steps of transcriptional rewiring have been proposed to occur neutrally to ensure steady gene expression under stabilizing selection over long time-scales, especially when a regulon is being transferred from one transcription factor (TF) to another. Cooperative DNA binding between redundant regulatory components at the intermediate transition stage is believed to mediate this process, enabling a conflict-free switch between two TFs without a disruptive change in gene expression. Here, we have performed an evolutionary repair experiment on the Lachancea kluyveri yeast sef1{Delta} mutant by means of a suppressor development strategy. Complete loss of SEF1 forced cells to activate a rewiring process to compensate for the pleiotropic defects arising from misexpression of multiple TCA cycle genes. Using different selective conditions, we identified one generalist and one specialist suppressive loss-of-function mutation of IRA1 and AZF1, respectively. Our subsequent analyses show that Azf1 is a weak transcriptional activator regulated by the Ras1-PKA pathway. Azf1 loss-of-function triggers extensive gene expression changes responsible for both the compensatory and trade-off phenotypes. Our results indicate that the pleiotropic effects of dual perturbation of transcriptional networks are a potential mechanism for rapid adaptive compensation, facilitating the process of incipient transcriptional rewiring, and formation of complex traits.

evolutionary biology↗

DNA-free CRISPR-Cas9 gene editing of tetraploid tomatoes using protoplast regeneration

Wild tomatoes are important genomic resources for tomato research and breeding. Development of a foreign DNA-free CRISPR-Cas delivery system has potential to mitigate public concern about genetically modified organisms. Here, we established a DNA-free protoplast regeneration and CRISPR-Cas9 genome editing system for Solanum peruvianum, an important resource for tomato introgression breeding. We generated mutants for genes involved in small interfering RNAs (siRNA) biogenesis, RNA-DEPENDENT RNA POLYMERASE 6 (SpRDR6) and SUPPRESSOR OF GENE SILENCING 3 (SpSGS3); pathogen-related peptide precursors, PATHOGENESIS-RELATED PROTEIN-1 (SpPR-1) and PROSYSTEMIN (SpProsys); and fungal resistance (MILDEW RESISTANT LOCUS O, SpMlo1) using diploid or tetraploid protoplasts derived from in vitro-grown shoots. The ploidy level of these regenerants was not affected by PEG-calcium-mediated transfection, CRISPR reagents, or the target genes. By karyotyping and whole genome sequencing analysis, we confirmed that CRISPR-Cas9 editing did not introduce chromosomal changes or unintended genome editing sites. All mutated genes in both diploid and tetraploid regenerants were heritable in the next generation. spsgs3 null T0 regenerants and sprdr6 null T1 progeny had wiry, sterile phenotypes in both diploid and tetraploid lines. The sterility of the spsgs3 null mutant was partially rescued, and fruits were obtained by grafting to wild-type stock and pollination with wild-type pollen. The resulting seeds contained the mutated alleles. Tomato yellow leaf curl virus proliferated at higher levels in spsgs3 and sprdr6 mutants than in the wild type. Therefore, this protoplast regeneration technique should greatly facilitate tomato polyploidization and enable the use of CRISPR-Cas for S. peruvianum domestication and tomato breeding. One-sentence summaryDNA-free CRISPR-Cas9 genome editing in wild tomatoes creates stable and inheritable diploid and tetraploid regenerants.

plant biology↗

Signaling and transcriptional networks governing late synovial joint development

BackgroundDuring synovial joint development, cavitation marks the end of the emergence of new cell types and the onset of the consolidation of cell type specific programs. However, the transcriptional programs that regulate this crucial stage prior to joint maturation are incompletely characterized. Gdf5-lineage cells give rise to the majority of joint constituents such as articular cartilage, meniscus, ligament, and tendon. Therefore, to explore pre-maturation of the synovial joint, we performed single cell RNA-Seq analysis of 1,306 Gdf5-lineage cells from the murine knee joint at E17.5. ResultsUsing computational analytics and in situ hybridization, we identified nine sub-states contributing to articular cartilage, meniscus, cruciate ligament, synovium, lining, and surrounding fibrous tissue. We identified a common progenitor population that is predicted to give rise to ligamentaocytes, articular chondrocytes, and lining cells. We further found that while a large number of signaling pathways orchestrate the differentiation of this progenitor to either ligamentocytes or to lining cells, only continued FGF signaling guides these cells to a default chondrocyte fate. ConclusionsOur single cell transcriptional atlas is a resource that can be used to better understand and further study synovial joint development and the reactivation of embryonic programs in diseases such as osteoarthritis.

developmental biology↗

Alterations in protein translation and carboxylic acid catabolic processes in diabetic kidney disease

Diabetic kidney disease (DKD) remains the leading cause of end stage kidney disease despite decades of study. Alterations in the glomerulus and kidney tubules both contribute to the pathogenesis of DKD although the majority of investigative efforts have focused on the glomerulus. We sought to examine the differential expression signature of human DKD in the glomerulus and proximal tubule and corroborate our findings in the db/db mouse model of diabetes. A transcriptogram network analysis of RNAseq data from laser microdissected (LMD) human glomerulus and proximal tubule of DKD and reference nephrectomy samples revealed enriched pathways including rhodopsin-like receptors, olfactory signaling, and ribosome (protein translation) in the proximal tubule of human DKD biopsy samples. The translation pathway was also enriched in the glomerulus. Increased translation in diabetic kidneys was validated using polyribosomal profiling in the db/db mouse model of diabetes. Using single nuclear RNA sequencing (snRNAseq) of kidneys from db/db mice, we prioritized additional pathways identified in human DKD. The top overlapping pathway identified in the murine snRNAseq proximal tubule clusters and the human LMD proximal tubule compartment was carboxylic acid catabolism. Using ultra-performance liquid chromatography-mass spectrometry, the fatty acid catabolism pathway was also found to be dysregulated in the db/db mouse model. The Acetyl-CoA metabolite was down-regulated in db/db mice, aligning with the human differential expression of the genes ACOX1 and ACACB. In summary, our findings demonstrate that proximal tubular alterations in protein translation and carboxylic acid catabolism are key features in both human and murine DKD.

systems biology↗

Integration of spatial transcriptomic and single cell sequencing identifies expression patterns underlying immune and epithelial cell cross-talk in acute kidney injury

Despite important advances in studying experimental and clinical acute kidney injury (AKI), the pathogenesis of this disease remains incompletely understood. Single cell sequencing studies have closed this knowledge gap by characterizing the transcriptomic signature of different cell types within the kidney. However, the spatial distribution of injury can be regional and affect cells heterogeneously. We first optimized coordination of spatial transcriptomics and single nuclear sequencing datasets, mapping 30 dominant cell types to a human nephrectomy sample. The predicted cell type spots corresponded with the underlying hematoxylin and eosin histopathology. To study the implications of acute kidney injury on the distribution of transcript expression, we then characterized the spatial transcriptomic signature of two murine AKI models: ischemia reperfusion injury (IRI) and cecal ligation puncture (CLP). Localized regions of reduced overall expression were found associated with tissue injury pathways. Using single cell sequencing, we deconvoluted the signature of each spatial transcriptomic spot, identifying patterns of colocalization between immune and epithelial cells. As expected, neutrophils infiltrated the renal medullary outer stripe in the ischemia model. Atf3 was identified as a chemotactic factor in S3 proximal tubule cells. In the CLP model, infiltrating macrophages dominated the outer cortical signature and Mdk was identified as a corresponding chemotactic factor. The regional distribution of these immune cells was validated with multiplexed CO-Detection by inDEXing (CODEX) immunofluorescence. Spatial transcriptomic sequencing can aid in uncovering the mechanisms driving immune cell infiltration and allow detection of relevant subpopulations in single cell sequencing. The complementarity of these technologies facilitates the development of a transcriptomic kidney atlas in health and disease.

bioinformatics↗