| Literature DB >> 34337559 |
Chris Still1, Wen-Teh Chang2, Seth L Sherman2, Kyle R Sochacki2, Jason L Dragoo3, Lei S Qi4,5,6.
Abstract
Regenerative medicine approaches utilizing stem cells offer a promising strategy to address tendinopathy, a class of common tendon disorders associated with pain and impaired function. Tendon progenitor cells (TPCs) are important in healing and maintaining tendon tissues. Here we provide a comprehensive single cell transcriptomic profiling of TPCs from three normal and three clinically classified tendinopathy samples in response to mechanical stimuli. Analysis reveals seven distinct TPC subpopulations including subsets that are responsive to the mechanical stress, highly clonogenic, and specialized in cytokine or growth factor expression. The single cell transcriptomic profiling of TPCs and their subsets serves as a foundation for further investigation into the pathology and molecular hallmarks of tendinopathy in mechanical stimulation conditions.Entities:
Keywords: Mechanical stress; Single Cell RNAseq; Single cell analysis; Stem cells; Tendinopathy; Tendinopathy markers; Tendon; Tendon disorders; Tendon progenitor cell
Mesh:
Substances:
Year: 2021 PMID: 34337559 PMCID: PMC8324492 DOI: 10.1016/j.xcrm.2021.100343
Source DB: PubMed Journal: Cell Rep Med ISSN: 2666-3791
Figure 1Single-cell transcriptomic profiling of TPCs from normal and diseased samples under mechanical stretching reveals heterogeneous subpopulations
(A) Overview of stretching and scRNA-seq experiment.
(B) UMAP plot of 11,298 cells from healthy and disease patients. Chart to the right displays association of TPC subsets with either the normal or the diseased cohort. Data represent three biological replicates per cohort, and both normal and diseased cohorts are shown.
(C) UMAP plots of cells from the normal cohort and diseased cohort. (Bottom) Cohort association for each cluster. Data represent 3 biological replicates per cohort, and both normal and diseased cohorts are shown separately.
(D) Pearson correlation matrix examining patient to patient similarity. Scale bar indicates pearson correlation.
Figure 2Mechanically responsive TPCs (mrTPCs) are a subset of TPCs with high numbers of mitochondrially expressed genes (MEGs) that are enriched among normal TPCs
(A) GO term analysis of more highly expressed genes in the normal donor-derived TPC cohort. Darker red colors correspond to higher p values (shown). Genes were automatically chosen by the Enrichr program.
(B) UMAP plots showing MEG levels within the total TPC populations for normal and disease cohorts. Data represent three biological replicates per cohort, and both normal and diseased cohorts are shown separately.
(C) Histogram of MEG percentages for normal and disease cohorts. Data represent three biological replicates per cohort, and both normal and diseased cohorts are shown separately.
(D) Violin plot showing individual sample MEG percentage. Black dashed lines represent sample averages. ∗p < 0.05. Data represent individual biological replicates per sample.
(E) Histogram of MEG percentages for TPCs in either resting or post-stretching condition. Grey bars of the histogram are resting TPC MEG percentages, and yellow bars are after stretching TPCs. Data represent one biological replicate and one technical replicate of the single-cell profiling.
(F) Ridge plot showing MEG percentage for TPCs within each TPC subset. Data represent all six biological replicates from both cohorts.
(G) Individual sample association with mrTPC subsets. Each dot represents an individual biological replicate, and three biological replicates from each cohort are shown. Error bars represent standard deviation.
(H) Percentage of cells in healthy and disease cohorts that are apoptotic, dead, or both in the resting and stretched conditions. Blue bars represent the normal cohort, and red bars represent diseased cohort, with three biological replicates per cohort, and one technical replicate per cohort member. ∗p < 0.05. Error bars represent min/max values.
(I) Mitotracker red CMXRos staining. Dotted line represents 0. Counts are log10 of the ratio of the median stretched compared with its resting counterpart. Three biological replicates per cohort, and one technical replicate per biological sample.
(J) qRT-PCR results for TFAM, TUFM, and BAX. Three biological replicates per cohort, and three technical replicates per cohort. ∗p < 0.05.
Figure 3scRNA-seq reveals clonogenic TPC subpopulations
(A) Fraction of cells identified as cycling (G2M or S phase) for each TPC subset. The right panel shows a UMAP plot with color-matched TPC subsets. Data represent all six biological replicates from both cohorts.
(B) Dot plot showing distinct expression markers for the NES+ clonogenic TPCs, SLC40A1+ TPCs, and piTPCs. Data represent all six biological replicates from both cohorts.
(C) Enriched Bioplanet 2019 pathways for NES+ clonogenic TPCs, SLC40A1+ TPCs, and piTPCs. Data represent all six biological replicates from both cohorts.
Figure 4Expression of tendon-related genes among TPC subpopulations
A dot plot of genes known to be expressed in tendon development or expressed in the mature tendon. Size of each dot correlates with the percentage of cells for the TPC subset that express the gene. Color shows the magnitude of expression. The dot plot shows gene expression for all six biological samples from both cohorts. Normal cohort is in blue, and diseases cohort is in red.
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| TotalSeq-A0251 anti-human Hashtag 1 Antibody | BioLegend | 394601; RRID: |
| TotalSeq-A0252 anti-human Hashtag 2 Antibody | BioLegend | 394603; RRID: |
| TotalSeq-A0254 anti-human Hashtag 4 Antibody | BioLegend | 394607; RRID: |
| APC/Cyanine7 anti-human CD45 Antibody | BioLegend | 368515; RRID: |
| PerCP/Cyanine5.5 anti-human CD31 Antibody | BioLegend | 303131; RRID: |
| FITC Mouse Anti-Human CD34 | BD PharMingen | 560942; RRID: |
| APC Mouse anti-Human CD73 | BD PharMingen | 560847; RRID: |
| PE-Cy7 Mouse Anti-Human CD90 | BD PharMingen | 561558; RRID: |
| PE Mouse anti-Human CD105 | BD PharMingen | 560839; RRID: |
| FITC Annexin V Apoptosis Detection Kit with PI | BioLegend | 640914 |
| APC/Cyanine7 Mouse IgG1, κ Isotype Ctrl Antibody | BioLegend | 400128; RRID: |
| PerCP/Cyanine5.5 Mouse IgG1, κ Isotype Ctrl Antibody | BioLegend | 400149; RRID: |
| PE-Cy7 Mouse IgG1 κ Isotype Control | BD PharMingen | 557872; RRID: |
| APC Mouse IgG1 κ Isotype Control | BD PharMingen | 554681; RRID: |
| PE Mouse IgG1, κ Isotype Control | BD PharMingen | 555749; RRID: |
| FITC Mouse IgG1, κ Isotype Control | BD PharMingen | 555748; RRID: |
| Human tendon progenitor cells | Patellar tendon samples attained by Dr. Jason Dragoo | N/A |
| Fixable Viability Stain 450 | BD PharMingen | 562247 |
| Single cell RNA sequencing datasets | This paper | GEO accession GEO: GSE150482 |
| TUFM qPCR primers | IDT | Hs.PT.58.4007037 |
| TFAM qPCR primers | IDT | Hs.PT.58.4391001 |
| BAX qPCR primers | IDT | Hs.PT.56a.19141193.g |
| GAPDH qPCR F primer | IDT | CAATGACCCCTTCATTGACC |
| GAPDH qPCR R primer | IDT | TTGATTTTGGAGGGATCTCG |
| R (4.0.1) | CRAN | N/A |
| Seurat | Stuart∗,Butler∗,et al., Cell 2019 | N/A |
| Excel | Microsoft | N/A |
| GraphPad Prism | GraphPad | N/A |
| CITE-seq-Count | N/A | |
| MAST | Finak et al., Genome Biol 2015 | N/A |
| FlowJo | Tree Star | N/A |