Abstract
Background
Mesenchymal stem cells are heterogenous populations with hematopoietic supporting and immunomodulating capacities. Enormous studies have focused on their preclinical or clinical therapeutic effects, yet the systematic study of continuous in vitro passages on signatures and functions of UC-MSCs at both the cellular and molecular levels is still lacking.
Methods
In this study, to systematically evaluate the biological properties of MSCs at various passages, we analyzed biomarker expression, cell proliferation and apoptosis, chromosome karyotype, and tri-lineage differentiation potential. Subsequently, we took advantage of whole-exome sequencing to compare the somatic hypermutation of hUC-MSCs at P3, P6, and P15 including SNV and INDEL mutations. In addition, to explore the safety of the abovementioned hUC-MSCs, we performed metabolic pathway enrichment analysis and in vivo transplantation analysis. Furthermore, we cocultured the abovementioned hUC-MSCs with UCB-CD34+ HSCs to evaluate their hematopoietic supporting capacity in vitro. Finally, we transplanted the cells into acute graft-versus-host disease (aGVHD) mice to further evaluate their therapeutic effect in vivo.
Results
The hUC-MSCs at P3, P6, and P15 showed similar morphology, biomarker expression, and cytokine secretion. hUC-MSCs at P15 had advantages on adipogenic differentiation and some cytokine secretion such as IL-6 and VEGF, with disadvantages on cell proliferation, apoptosis, and osteogenic and chondrogenic differentiation potential. Based on the SNP data of 334,378 exons and bioinformatic analyses, we found the somatic point mutations could be divided into 96 subsets and formed 30 kinds of signatures but did not show correlation with risk of tumorigenesis, which was confirmed by the in vivo transplantation experiments. However, hUC-MSCs at P15 showed impaired hematologic supporting effect in vitro and declined therapeutic effect on aGVHD in vivo.
Conclusions
In this study, we systematically evaluated the biological and genetic properties of hUC-MSCs at various passages. Our findings have provided new references for safety and effectiveness assessments, which will provide overwhelming evidence for the safety of hUC-MSCs after continuous in vitro passages both at the cellular and molecular levels for the first time. Taken together, our studies could help understand the controversial effects of disease treatment and benefit the clinical research of UC-MSCs.
Keywords: UC-MSCs, Various passages, Hematopoiesis, Graft-versus-host disease
Background
Mesenchymal stem cells are acknowledged as the most important niche cells and have broad prospects for regenerative medicine, which mainly due to their unique attributes such as self-renewal, multi-lineage differentiation potential, and hematopoietic supporting effect and immunomodulating function [1–4]. The cell population was firstly isolated from the bone marrow in the 1960s and followed by other stromal fractions of adult tissues such as the adipose tissue, umbilical cord, placenta, dental pulp, synovial membrane and perivascular, and even human pluripotent stem cells (hPSCs) [5–8]. Thus, due to the wide range of sources for MSC extraction and preparation and the lack of unique biomarker, for decades, MSCs are recognized as a cell population with significant heterogeneity [4, 9]. Until the year of 2006, the International Society for Cellular Therapy (ISCT) released a professional standard for MSCs with the golden criterions: spindle shape and adherent growth; CD73, CD90, and CD105 expression; and adipogenic, osteogenic, and chondrogenic differentiation [4, 10].
To date, according to the ClinicalTrials.gov website of NIH, a total number of 983 clinical studies have been registered for series of disease treatment, such as hematological malignancies, acute-on-chronic liver failure, acute severe respiratory failure, type I and II diabetes, psoriasis, graft-versus-host disease (GVHD), cerebral palsy, ulcerative colitis, and even wound healing [11–15]. Meanwhile, several preclinical studies on disease treatment are in process as well, including acute myocardial infarction (AMI), rheumatoid arthritis (RA), osteoarthritis, critical limb ischemia (CLI), and aplastic anemia [5, 16–19]. Of these studies, we and other investigators have indicated the efficacy of human umbilical cord mesenchymal stem cells (hUC-MSCs), which are promising sources without limitation in supply [15, 20, 21]. Moreover, the long-term effectiveness and quality of MSCs on the prognosis of the patients or animals mostly depend on cell vitality and homing ability of the infused cells [22]. Recently, Zhang et al. showed that hUC-MSCs at various passages would result in different therapeutic effects on acute liver failure in rat, which indicated long term in vitro passages could attenuate the biological properties and act as a lingering problem pertaining to MSC-based clinical application [22]. However, the systematic evaluation of in vitro passages on biological characteristics and functions of hUC-MSCs is still lacking, which is urgent for standardizing and guiding therapeutic purposes of MSCs [4, 9].
In this study, to illuminate the influence of serial passages on phenotypic characterization, biological function, and molecular genetics of MSCs, we systematically analyzed hUC-MSCs at passages 3, 6, and 15 (short for P3, P6, P15, respectively). Generally, hUC-MSCs at the abovementioned passages showed similarities in cellular morphology, biomarker expression, chromosome karyotype, and most of the cytokine secretion, together with comparable cumulative mutation spectrum. However, when compared to those in the other groups, hUC-MSCs at the higher passage (P15) exhibited impaired cell proliferation capacity, osteogenic and chondrogenic differentiation potential, and hematopoietic supporting effect, but with enhanced apoptosis and adipogenic differentiation potential in vitro. Furthermore, by conducting a GVHD mouse model, we found hUC-MSCs at P15 showed an attenuated therapeutic effect on acute graft-versus-host disease in vivo.
Methods
hUC-MSC culture and passage
The three independent hUC-MSC lines at various passages (P2, P5, and P14) were preserved by our lab using the cryoprotectant (5 × 106 cells in 10% DMSO in MSC culture medium) as we previously reported [23]. The hUC-MSCs (P2, P5, and P14) were simultaneously thawed and cultured in the MSC culture medium (DMEM/F12 basal medium supplemented with 10% fetal bovine serum (Australia), 1% NEAA (Gibco), 1% l-glutamine (Gibco), 4 ng/ml bFGF (PeproTECH), 4 ng/ml EGF (PeproTECH), 1% penicillin and streptomycin (ThermoFisher)). The medium was changed every 3 days. When the abovementioned hUC-MSCs reach 80% confluency, the cells were dissociated with 0.25% Trypsin-EDTA at 37 °C for 5 min and resuspended by hUC-MSC culture medium. Then, the hUC-MSCs were collected by centrifugation at 300×g for 5 min. After discarding the supernatant, the cells were resuspended and seeded in the hUC-MSC medium at 37 °C, 5% CO2. Finally, the hUC-MSCs at P3, P6, and P15 were prepared. Three days later, the hUC-MSCs were used for the corresponding tests and analyses.
Flow cytometry analysis
hUC-MSCs at various passages (P3, P6, P15) were dissociated into single cells by 0.25% Trypsin-EDTA (Gibco) and stained with the indicated antibodies against CD3, CD4, CD11b, CD14, CD19, CD25, CD29, CD34, CD44, CD45, CD66b, CD73, CD90, CD105, CD127, HLA-DR, Annexin-V, and 7AAD, in 0.2% BSA for 20 min in the dark. After washing with 1× PBS twice, the cells were analyzed by FACS Canto II (BD Biosciences) as we reported previously [6, 24]. The data were analyzed with FlowJo 7.0 (Ashland). The antibodies were listed in Additional file 7: Table S3.
Quantitative real-time PCR
hUC-MSCs at various passages (P3, P6, P15) were lysed by TRIzol reagent (ThermoFisher) for total RNA collection according to the manufacturer’s instruction. cDNA was synthesized by using TransScript Fly First-Strand cDNA Synthesis SuperMix (Transgen Biotech, China), and qRT-PCR was performed with the SYBR Green PCR Master Mix (Qiagen) and ABI PRISM 7900 (Applied Biosystems) as we previously reported [25]. The primer sequences are listed in Additional file 7: Table S1.
Western blotting
Western blotting analysis was conducted as we described before [6, 25]. Briefly, the hUC-MSCs at various passages (P3, P6, P15) were lysed with Laemmli sample buffer (BioRad) and inactivated in 100 °C for 5 min. Then, the samples were electrophoresed in SDS-PAGE gel and transferred onto a PVDF membrane (Life Sciences). After blocking in 5% nonfat milk (BD) for 1 h, the membrane was incubated with primary antibody (Cell Signaling, Abcam) and HRP-conjugated secondary antibody (GE Healthcare). Finally, the membrane was incubated with ECL Detection Reagent (ThermoFisher) and transferred into Super-signal West Pico Chemiluminescent Substrate (Prierce) for development. The antibodies were listed in Additional file 7: Table S3.
Tri-lineage differentiation analysis of hUC-MSCs
hUC-MSCs at various passages (P3, P6, P15) were seeded at a density of 2 × 104/cm2 in MSC culture medium. When cells reached 80% fusion, the medium was changed into adipogenic (MesenCult Adipogenic Differentiation Kit, Stem Cell Technologies), osteogenic (MesenCult Osteogenic Differentiation Kit, Stem Cell Technologies), or chondrogenic (MesenCult-ACF Chondrogenic Differentiation Kit, Stem Cell Technologies) differentiation medium. The differentiation medium was changed every 3 days as we described previously [6, 20]. Twenty-one days later, the hUC-MSC-derived cells were stained by Oil Red S, Alizarin Red, or Alcian Blue staining and photographed with Nikon ElipseTi-U microscope (Nikon, Tokyo, Japan). The primer sequences for tri-lineage differentiation are available in Additional file 7: Table S1.
Measurement of the secreted cytokines
The contents of the secreted cytokines including IL-6, IL-8, VEGF, G-CSF, HGF, TGF-β1, TNF-α, and PGE-2 in the supernatant were quantified using the enzyme-linked immunosorbent assay (ELISA) kits (R&D Systems) according to the manufactures’ instructions as we previously did [26]. The ELISA kits for the measurement of the secreted cytokines are available in Additional file 7: Table S2.
Karyotype analysis
The chromosome karyotype analysis was performed to monitor the genomic stability of hUC-MSCs at various passages (P3, P6, P15) using a G-banding technique as we previously reported [5]. Then, the hUC-MSCs (P3, P6, P15) in metaphase were captured by an Olympus DA71 microscope (Tokyo, Japan) with × 200 magnification, and the karyotype was analyzed from the metaphase as we recently reported [5].
Specimen preparation and whole-exome sequencing
hUC-MSCs at various passages (P3, P6, P15) were used to prepare the whole-exome sequencing samples. For total RNA preparation, the cultured hUC-MSCs (in MSC culture medium) were washed with 1× PBS twice and then lysed by using TRIzol (ThermoFisher) according to the manufacturer’s instructions as we recently reported [6]. For genomic DNA preparation, the hUC-MSCs at indicated passages (P3, P6, P15) were extracted by using a genomic DNA isolation kit (Biovision) according to the manufacturer’s instructions. The RNA and DNA were quantified by using NanoDrop 2000 (ThermoFisher) and sequenced by Novogene (Tianjin, China). The whole-exome sequencing data are available in Additional file 6: Whole Exome Sequencing Data.
Inhibition of lymphocyte proliferation by coculturing with hUC-MSCs
Human peripheral blood mononuclear cells (PBMCs) were isolated from the blood of healthy donors by standard Ficoll density gradient centrifugation as we previously reported [3]. hUC-MSCs at various passages (P2, P5, P14) were irradiated (by 137Cs, 30 Gy) when the cells reached 80% confluency. Then, the irradiated hUC-MSCs were dissociated with 0.25% Trypsin-EDTA at 37 °C for 5 min and resuspended by hUC-MSC culture medium. Then, the prepared 2 × 105 hUC-MSCs (P3, P6, P15) were cocultured with 1 × 106 PBMCs at a ratio of 1:5 in IMDM basal medium (Hyclone) supplemented with 10% FBS and 5 ng/μl PHA addition in 37 °C and 5% CO2 incubator. The 1 × 106 PBMCs without hUC-MSC coculture served as a positive control (with 5 ng/μl PHA addition). Seventy-two hours later, the total PBMCs in the supernatant were collected and counted based on trypan blue staining (Procell). Then, the total PBMCs were resuspended in 1× PBS (with 0.2% BSA) and labeled with the indicated antibodies and analyzed by FACS Canto II (BD Biosciences) and FlowJo 7.0 (Ashland). The Th1 cells were labeled with antibodies against CD4 and IFN-γ, the Th2 cells were labeled with antibodies against CD4 and IL-4, the Th17 cells were labeled with antibodies against CD4 and IL17, and the Treg cells were labeled with antibodies against CD4, CD25, and CD127. The antibodies are listed in Additional file 7: Table S3.
Hematopoietic colony-forming unit assay
Hematopoietic colony-forming unit (CFU) assay was performed as we previously reported with modifications [5, 26]. Briefly, human umbilical blood mononuclear cells (UBMCs) were isolated from the blood of healthy donors by density gradient centrifugation with the Ficoll reagent (Sigma-Aldrich) as we recently reported [26]. The isolated UBMCs were used for CD34+ HSC enrichment by using magnetic cell sorting. The enriched CD34+ HSCs were then cocultured with hUC-MSCs at various passages (P3, P6, P15) for 14 days in IMDM basal medium (Hyclone) supplemented with 10% FBS in 37 °C and 5% CO2 incubator. Then, HSCs in the supernatant were collected and seeded in methylcellulose semi-solid medium (StemCell Tech) as we reported [5]. Finally, the number of hematopoietic CFUs (e.g., CFU-GM) was counted according to the manufacturer’s instructions, and each group’s experiments were implemented for three independent replicates. The morphology of the CFUs is also available in Additional file 3: Figure S3e.
GVHD mouse model and MSC transplantation
To induce acute GVHD mouse model, the recipient BALB/c mice received a single dose of 10.0 Gy (60Coγ) total body irradiation (TBI). Then, the recipient BALB/c mice were injected 1 × 107 spleen cells and 1 × 107 bone marrow cells from the donor C57BL/6 mice as previously reported with several modifications [19, 27, 28]. The irradiated mice were randomly divided into the control group (GVHD) with 1× PBS injection and the experimental groups (GVHD+P3, GVHD+P6, GVHD+P15) with hUC-MSC injection via the tail vein (2 × 105 cells for each mouse at day 6 of the model). Over the next 4 weeks, the clinical and histologic analyses were conducted and recorded as described below.
Clinical and histologic scoring
Clinical and histologic scoring of mice was monitored as previously reported [19, 27]. The survival, body weight, and appearance of mice in each group were assessed before sacrifice at the indicated time point. The clinical score of GVHD was evaluated using a clinical scoring system as shown in Additional file 4: Figure S4a. For histologic scoring of mice, the sections of the liver, lung, and skin were stained with hematoxylin-eosin (H&E) staining and observed under a Nikon ElipseTi-U microscope (Nikon, Tokyo, Japan) as we described before [26]. Each pathological index of the lung, liver, or skin was graded from 0 to 3, and the total GVHD histologic index was the sum of the parameters listed in Additional file 5: Table S1.
Histologic section and H&E staining
On day 21 of the acute graft-versus-host disease (aGVHD) model, the liver, lung, and skin samples from euthanized mice of each group were fixed with 10% formaldehyde and embedded in paraffin as we described previously [5, 26]. Then, the fixed samples were made into slides and stained with hematoxylin-eosin (H&E) for photographing and pathological analysis.
Statistical analysis
Statistical analysis in this study was performed by Prism 6.0 software (GraphPad, San Diego, USA) as we previously reported [6, 25, 26, 29]. Briefly, we used unpaired t test to analyze the data of two unpaired groups, while one-way ANOVA with Tukey’s post hoc test was used for the data of multiple unpaired groups. Data were shown as mean ± SEM; P < 0.05 were considered statistically significant (*P < 0.05, **P < 0.01, ***P < 0.001; NS, not significant).
Results
hUC-MSCs at various passages show similarities in signatures except for proliferation in vitro
Recently, we and other investigators found the therapeutic effect of MSCs was closely related to cell viability and homing capacity, which was fundamental for clinical application and regenerative medicine [5, 22]. Among the influencing factors, long-term in vitro passages would lead to the reduction of the abovementioned characteristics, together with the changes of biological properties and functions, such as the cytokine secretion, hematopoietic supporting and immunomodulating capacities, and even molecular biological alterations [1, 2, 9]. However, systematic study of series in vitro passages on hUC-MSC phenotypes, genotypes, and therapeutic effect is still lacking.
For the purpose, we utilized hUC-MSCs at P3, P6, and P15 for subsequent studies. The hUC-MSCs at P2, P5, and P14 were simultaneously thawed and cultured in the abovementioned MSC culture medium. Then, the hUC-MSCs were passaged to P3, P6, and P15. After 3 days, the hUC-MSCs consistently showed typical elongated and spindle-shaped morphologies in culture (Fig. 1a) and without distinguished morphological changes among them. Immunophenotypic identification by flow cytometry analysis showed that hUC-MSCs at the abovementioned passages expressed a high level of mesenchymal surface markers (CD44, CD73, CD90, CD105), together with minimal expression of hematopoietic associated markers (CD11b, CD34, CD45) and HLA-DR (Fig. 1b, Additional file 1: Figure S1a-S1b). Then, by conducting MTT proliferative assay, we found the growth curve of hUC-MSCs at P15 was significantly lower than the other two groups, which indicated the declined proliferative capacity of hUC-MSCs at P15 (Fig. 1c). Consistently, compared to the hUC-MSCs at P15 group, we found more cells were distributed in the sub-S and sub-G2/M phases of the cell cycle, which indicated a higher percentage of cells was in the mitotic period in hUC-MSCs at P3 and P6. By contrast, we also noticed an increasing number of apoptotic cells in hUC-MSCs at P15 (Fig. 1d, e; Additional file 1: Figure S1c). Meanwhile, quantitative analysis of pluripotency markers among hUC-MSCs at various passages showed that the expression of POU5F1, SOX2, and NANOG were decreased slightly in hUC-MSCs at P15, which were further confirmed at the protein level (Fig. 1f–h, Additional file 1: Figure S1d). Furthermore, at the genomic level, by performing a G-banded chromosome experiment, we confirmed the hUC-MSCs at various passages uniformly exhibited normal karyotype without gross abnormalities (Fig. 1i).
hUC-MSCs at higher passage show difference with those at lower passages in tri-lineage differentiation and cytokine secretion
To clarify the potential influence of long-term in vitro passages on the differentiation properties of hUC-MSCs, we initially conducted multi-lineage differentiation analyses as we previously reported [5, 6, 20]. Oil Red staining showed that there were more lipid droplets with high refractivity in hUC-MSCs at P15 than those in hUC-MSCs at P3 or P6 (Fig. 2a) after 3 weeks of adipogenic differentiation. With the aid of quantitative analysis of adipogenic markers, we found higher levels of ADIPOQ, PPAR-γ, and FABP4, were expressed in the P15 group (Fig. 2b). Conversely, the osteogenic differentiation potential of hUC-MSCs at P15 was weaker than that in the P3 and P6 groups, which was confirmed by both Alizarin Red staining and qRT-PCR analysis of osteogenic markers, RUNX2, BGLAP, and COL1A1 (Fig. 2c, d). Similarly, the chondrogenic differentiation potential of hUC-MSCs at P15 was weaker than that of hUC-MSCs at P3 and P6 as well, which was confirmed by both Alcian Blue staining and qRT-PCR analysis of chondrogenic markers, SOX9, ACAN, and COL2A1 (Fig. 2e, f). Meanwhile, we did not find significant differences between hUC-MSCs at P3 and P6 in multi-lineage differentiation capacity.
Furthermore, we were curious about whether the capacity of cytokine secretions could also be affected by a series of long-term in vitro culture and passages. For the purpose, we cultured hUC-MSCs at P3, P6, and P15 for 24 h, then the supernatants were immediately collected after a rapid centrifugation for the indicated cytokine detection. Compared to the other groups, hUC-MSCs at P15 secreted more IL-6 and VEGF but less G-CSF and PGE-2 as well. In addition, there were no significant differences in other cytokine secretions among the hUC-MSCs at various passages, such as IL-8, HGF, TGF-β1, and TNF-α (Fig. 2g). Taken together, these data demonstrated that hUC-MSCs at higher passages could affect their signature such as multi-lineage differentiation and cytokine secretion potential.
hUC-MSCs at various passages have multiple mutation spectrum but without tumor formation capacity in vivo
To further estimate the potential influence of serial passages and long-term in vitro culture to the chromosome karyotype stability at the molecular level of hUC-MSCs, we took advantages of the Illumina Hiseq platform for whole-exosome sequencing of three independent hUC-MSC cell lineages at P3, P6, and P15. Initially, unsupervised hierarchical clustering analysis based on the SNP data of 334,378 exons showed that the hUC-MSCs at various passages with the same origin had much more similarities in global SNP signature (Fig. 3a, Additional file 2: Figure S2a-2b). The somatic variation analysis by the Circos software further conformed the clustering result (Fig. 3b). Furthermore, the fractions of single nucleotide variation (SNV) including mutation spectrum and mutation signature were further calculated. As shown by the chart and heatmap diagrams, there were 6 types of SNV mutations, including C>A/G>T, C>G/G>C, C>T/G>A, T>A/A>T, T>C/A>G, and T>G/A>C. In general, hUC-MSCs at various passages with the same origin (e.g., P3-1, P6-1, and P15-1) showed a more similar pattern of the point mutation spectrum compared to those of the hUC-MSCs with different origins (Fig. 3c, Additional file 2: Figure S2c). We also noticed that the major type of SNV mutations was C>T/G>A and the proportion of this mutation was distinguishable among all the abovementioned hUC-MSCs, while significant differences of T>C/A>G and C>G/G>C mutations were visible as well, which were confirmed by the heatmap diagram of clustering analysis (Fig. 3c, Additional file 2: Figure S2c). Furthermore, the point mutations were further refined into 96 subsets based on the location of 1 bp base around the upstream and downstream, and then 30 kinds of characteristics of somatic point mutations were defined according to the common nonnegative matrix factorization algorithm (NMF) as shown in the COSMIC website (Fig. 3d, Additional file 2: Figure S2d). Not surprisingly, hUC-MSCs at various passages with the same origin (from the first person—P3-1, P6-1, P15-1; from the second person—P3-2, P6-2, P15-2; or from the third person—P3-3, P6-3, P15-3) shown the same signature of somatic point mutations (e.g., signature A, B, or C), which indicated the genomic stability. However, hUC-MSCs at P3, P6, and P15 with different origins (e.g., P3-1, P6-2, P15-3 from the abovementioned 3 independent persons, respectively) exhibited diversity in the signature of somatic point mutations (Fig. 3d, Additional file 2: Figure S2d-2e).
Next, to evaluate the potential correlation with risk of tumorigenesis, we conducted a high-frequency mutation analysis based on the significantly mutated genes (SMG) including single nucleotide polymorphism (SNP) and INDEL mutations by using the MuSic test. From the personalized display of cancer somatic cell panorama mutations, we could intuitively observe the mutation rate, high-frequency mutant genes, and mutation types (Fig. 3e). For instance, we found a number of genes with the same missense (e.g., ZNF225) or frameshift (e.g., RRP36), while most of the listed genes with variations even with the same origin such as ZNF318, NCOR2, and DOCK5 (Fig. 3e). Metabolic pathway enrichment analysis by using PathScan software showed that the enriched genes with high-frequency mutations were significantly relative to Epstein-Barr virus infection or tight junction, while no statistical significance on the Fanconi anemia pathway, non-small cell lung cancer, or throid hormone synthesis (Fig. 3f, Additional file 3: Figure S3a). Additionally, we also checked the mutation of 11 key tumor-initiating genes (MYC, BMI1, HRAS, MYB, FOS, MET, JUN, EGFR, CSF1R, ZHX2, and ABL1), together with 10 vital tumor-inhibiting genes (P53, Pb, P16, P21, APC, DCC, NF1, NF2, VHL, and WT1) as well; collectively, we did not find new harmful SNP mutations in the abovementioned 21 genes (Additional file 6: Whole Exome Sequencing Data). Hence, although with mutation spectrum during long-term in vitro culture and passages, the genetics of hUC-MSCs at various passages including P3, P6, and P15 were stable and safe.
Finally, to further evaluate the safety of MSCs in vivo, we conducted a subcutaneous tumorigenesis test and found there were no tumor structures formed by hUC-MSCs at various passages (Fig. 3g). Simultaneously, we transplanted the abovementioned hUC-MSCs into NOD/SCID mice by tail intravenous injection to analyze the distribution and colonization of hUC-MSCs in vivo. With the aid of fluorescent quantitative real-time PCR (FQ-RT-PCR), we calculated the content of hUC-MSCs in tissues based on the amplification curve and standard curve (Additional file 3: Figure S3b-3c). Interestingly, we found the transplanted hUC-MSCs at P3, P6, or P15 could be detected in the lung and/or kidney within the first day (day 1), and then the cells could migrate to the femur and heart at day 21 (Additional file 3: Figure S3d).
hUC-MSCs at lower passages exhibit superiority in immunomodulating and hematopoietic supporting capacities in vitro
Immunomodulating and hematopoietic supporting capacities have been recognized as the two unique characteristics of adult MSCs [2]. Originally, as described in the “Methods” section, we cocultured PBMCs with the aforementioned irradiated hUC-MSCs (P3, P6, P15) to evaluate the immunomodulating function of hUC-MSCs at the indicated passages. Seventy-two hours later, the total PBMCs and subpopulations including Th1, Th2, Th17, and Treg cells were analyzed to evaluate the inhibitory effect of hUC-MSCs. Compared with the P3 and P6 groups, we found the P15 group showed significantly attenuated capacity of inhibiting PBMCs, which was identified by cell counting. Furthermore, with the aid of flow cytometry analysis, we noticed that the inhibitory effect of hUC-MSCs at P15 on Th1 and Th2 cell proliferation was decreased, while hUC-MSCs at various passages showed indistinguishable functions on Treg and Th17 cells proliferation (Fig. 4a).
Then, to compare the hematopoietic supporting capacity among the hUC-MSCs at P3, P6, and P15, we conducted the traditional hematopoietic colony-forming unit (CFU) assay as we previously reported [5]. After 14 days of culture in methylcellulose medium, the UCB CD34+ HSC-derived colonies were observed and calculated. When compared with the P3 or P6 group, the numbers of total colonies, G colonies, GM colonies, and even total cells were simultaneously declined in the P15 group (Fig. 4b, c; Additional file 3: Figure S3e). After that, the UCB CD34+ HSC-derived hematopoietic CFUs were collected for subpopulation analysis. In a coincidence, a lower percentage of CD34+ and CD66+ cells and a higher percentage of CD11b+ and CD45+ cells were emergent in the P15 group, while the proportions of other subpopulations showed no significant differences such as the CD19+, CD3+, and CD14+ subpopulations (Fig. 4d). Taken together, these data indicated that long-term in vitro culture or continuous passages could partially alter the signatures and properties of hUC-MSCs.
hUC-MSCs at lower passage exhibit therapeutic effect on GVHD mice in vivo
For the purpose of further evaluating the similarities and differences of biological function among the abovementioned hUC-MSCs in vivo, we took advantage of the common GVHD model [19, 27, 28]. As shown in Fig. 5a, to induce GVHD model, 1 × 107 bone marrow cells (BMCs) and 1 × 107 spleen cells (SCs) from the donor C57BL/6 mice were mixed and intravenously injected into the recipient BALB/c mice with 10-Gy total body irradiation (TBI) prior to transplantation via the tail vein. After that, the GVHD mice were randomized into the control group (GVHD) with saline injection and the experimental groups with 2 × 105 hUC-MSC (GVHD+P3, GVHD+P6, or GVHD+P15) treatment (Fig. 5a). Compared to the GVHD group, mice received systemic infusion of hUC-MSCs exhibited reduced mortality and prolonged survival, while the therapeutic effect of hUC-MSCs at P15 was weaker than the P3 and P6 groups (Fig. 5b). Consistent with the previous studies, the transplantation of allogeneic BMCs and SCs induced the recipient mice with high GVHD scores and lethality of 100% within 21 days. Different from the GVHD+P15 group, hUC-MSCs at P3 and P6 showed a more significant protective effect on GVHD mice and attenuated the GVHD symptoms, including the low clinical score and body weight decline (Fig. 5c, d; Additional file 4: Figure S3a).
Consistent with the observation of general signs, the GVHD mice with hUC-MSC injection also showed significantly alleviated GVHD-associated pathology in the liver, lung, and skin compared to the GVHD group, particularly the infiltration of inflammatory cells, vacuolization, and tissue necrosis (Fig. 5e). Histological scores of the livers showed that mice with P3 hUC-MSC infusion were comparable to those mice with P6 hUC-MSC injection but better than those mice in the GVHD+P15 group (Fig. 5f, Additional file 5: Table S1). A histological examination of the lungs in the indicated groups showed that hUC-MSC infusion could dramatically decrease lymphocyte infiltration, especially in mice with P3 and P6 hUC-MSC transplantation (Fig. 5g, Additional file 5: Table S1). With regard to the skin, mice in the GVHD group exhibited severe epidermal absence and inflammatory cell infiltration in the sebaceous glands and appendages, while mice in the experimental groups with hUC-MSCs had slight symptoms, such as balloon-like changes of keratinocytes in the basal layers or mild inflammatory cell infiltration (Fig. 5h, Additional file 5: Table S1). Collectively, systemic administration of hUC-MSCs at various passages could significantly prolong the survival of mice with aGVHD and ameliorate the clinical aGVHD symptoms and pathological damages of mice, particularly in the acknowledged aGVHD-targeted organs.
Discussion
Effective application of stem cells including hUC-MSCs in regenerative medicine relies on the generation of high-quality cell populations with characteristics such as safety, effectiveness, and reproducibility [30]. However, the differentiation trajectories and cellular heterogeneity of in vitro cultured hUC-MSCs remain largely unclear [31, 32]. Herein, in this study, we systematically evaluated the biological signatures, genetic mutation, and unique functions of hUC-MSCs at various passages both at the cellular and molecular levels for the first time. Generally, although there were merely visible differences in morphologic characteristics and immunophenotypes, yet hUC-MSCs at the higher passage (P15) showed more distinguishable differences in various biological process and whole exome from the lower passages (P3, P6). Taken together, our studies provided indispensable new references for standardization of hUC-MSCs for clinical application.
Since the 1960s, MSCs were firstly separated and cultured in vitro [8]. After that, we and other investigators focused on the paramount potential of MSCs in disease treatment and tissue repair [5, 6, 15, 19, 24]. Indeed, MSCs with different origins were wildly used in numerous disease treatment, such as hematological malignancies, acute-on-chronic liver failure (ACLF), osteoarthritis (OA), cerebral palsy, type I or II diabetes, and severe hindlimb ischemia [14, 15, 33]. These inspiring studies indicated the enormous potential of MSCs in regenerative medicine [1, 13]. However, several studies also indicated that the therapeutic effects of MSCs were not convenient and even controversial to some extent [12, 16, 18, 34]. Most of all, before preclinical or clinical applications, the standardization of MSCs by systematic evaluation was almost lacking, which would be a foremost important problem for cell vitality and homing, even for recipients’ safety [4, 9, 31, 35]. To date, although BM-MSCs act as the most widely used cells in clinical trials, yet hUC-MSCs possess superiority in large-scale expansion and standardization [31, 36]. Of the listed factors, a number of studies indicated that long-term in vitro culture and continuous passages were the prohibiting factor for phenotype and function of MSCs, yet the evidence was still lacking [21, 22, 31]. Currently, even though we and other investigators have compared the biological signatures of hUC-MSCs with hBM-MSCs or hAD-MSCs in some respects at the cellular level, few of the studies are further focusing on the distinctions at the molecular level [21, 37]. Very recently, by utilizing single-cell transcriptomic analysis, Huang et al. reported that the in vitro expanded hUC-MSCs showed heterogeneity in inflammatory cytokines and cell cycle stages [31], which was consistent with our data by whole-exome sequencing. In addition, cell cycle trajectory has a high positive correlation with the heterogeneity as well [31].
The potential influence of long-term in vitro passages on the hereditary stability of MSCs including hUC-MSCs is also largely unknown. In this study, with the aid of whole-exome sequencing, we found hUC-MSCs at various passages or from independent individuals have limited SNV and INDEL mutations in multiple features, which delineated the high conservativeness of variability among the whole-exome datasets. Meanwhile, a recent study found that culture condition could simultaneously influence the transcriptome and proteome expression profiles of MSCs [32]. Thus, there is a suspicious attitude towards the potential risk of continuous passages on MSCs in considering the allogeneic cell sources and the probability of genetic variability. Herein, with the aid of high-frequency mutation analysis and metabolic pathway enrichment analysis, we consistently observed the similar phenomenon that the mutations did not show correlation with the risk of tumorigenesis as well [31]. However, as to specific SNV and INDEL mutation calculation, there were indeed differences in alternation among the abovementioned hUC-MSCs. Together with the in vivo transplantation analysis, our studies provided overwhelming evidence for the safety of hUC-MSCs after continuous in vitro passages both at the cellular and molecular levels for the first time. Above all, we systematically analyzed the biological signatures, safety, genetic mutation pattern, and the recommended function of hUC-MSCs for the first time. Our studies would supply new references and benefit the basic research and regenerative medicine in future.
Conclusions
Overall, in this study, we systematically evaluated the biological signatures, in vitro and in vivo functions, and mutation pattern of hUC-MSCs at various passages. Our studies would supply references for the fundamental research and clinical applications in future.
Supplementary information
Acknowledgements
The authors thank Weichao Fu, Ting Chen, Wanzhu Yang, and Wenying Yu for their technical supports.
Abbreviations
- ACLF
Acute-on-chronic liver failure
- BFU-E
Burst-forming unit erythroid
- CFU-E
Colony-forming unit erythrocyte
- CFU-GEMM
Colony-forming unit granulocyte/erythroid/macrophage/megakaryocyte
- CFU-GM
Colony-forming unit granulocyte/macrophage
- ELISA
Enzyme-linked immunosorbent assay
- H&E
Hematoxylin-eosin
- MLC
Mixed lymphocyte cultivate
- PBMCs
Peripheral blood mononuclear cells
- SNP
Single nucleotide polymorphism
- SNV
Single nucleotide variation
- UC-MSCs
Umbilical cord-derived MSCs
- SMG
Significantly mutated genes
- hPSCs
Human pluripotent stem cells
- RA
Rheumatoid arthritis
- CLI
Critical limb ischemia
Authors’ contributions
QZ and LZ contributed to the collection and assembly of the data and manuscript writing. YW, LZ, HY, JH, HY, TW, BS, DW, WZ, CL, LZ, BS, YC, DL, and ZL contributed to the collection and assembly of the data. QZ, HY, and YC contributed to the MSC transplantation and collection of the data. LZ, ZH, and ZH contributed to the conception and design, data analysis and interpretation, and manuscript writing. All authors read and approved the final manuscript.
Funding
The work was supported by the Natural Science Foundation of Tianjin (19JCQNJC12500), Science and Technology Project of Tianjin (17ZXSCSY00030), Wuqing Innovation Fund for Science and Technology Enterprises (WQKW-2018-HB10), China Postdoctoral Science Foundation (2019M661033), Nanyang Science and Technology Project of He-nan Province (JCQY012), National Natural Science Foundation of China (81330015, 81700119, 81900126), The Beijing-Tianjin-Hebei Basic Research Project (18JCZDJC44600, H2018206423), Tianjin Science and Technology Project for Overseas Student (JH-20180070802), CAMS Innovation Fund for Medical Sciences (2016-I2M-1-017), CAMS Key Laboratory of Gene Therapy for Blood Diseases (2017PT31047, 2018PT31038, 2018PT32028), PUMC Graduate Innovation Fund (2014-0710-1004), and Major Cultivation Projects of Achievement Transformation in Sichuan Colleges and Universities (18CZ0043).
Availability of data and materials
All data generated or analyzed during this study are included in this published article and its supplementary information files. Meanwhile, the datasets used and analyzed during the current study are also available from the corresponding author on reasonable request.
Ethics approval and consent to participate
The experiment on mice followed the internationally recognized guidelines. Meanwhile, ethical approval of animal research was signed by the Ethical Committee of the Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Science and Peking Union Medical College (approval no. KT2016011-EC-1).
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Qinjun Zhao and Leisheng Zhang contributed equally to this work.
Contributor Information
Leisheng Zhang, Phone: 86-22-82113365, Email: leisheng_zhang@163.com.
Zhibo Han, Email: hanzhibo@health-biotech.com.
Zhongchao Han, Email: hanzhongchao@hotmail.com.
Supplementary information
Supplementary information accompanies this paper at 10.1186/s13287-019-1478-4.
References
- 1.Samsonraj RM, Raghunath M, Nurcombe V, Hui JH, van Wijnen AJ, Cool SM. Concise review: multifaceted characterization of human mesenchymal stem cells for use in regenerative medicine. Stem Cells Transl Med. 2017;6(12):2173–2185. doi: 10.1002/sctm.17-0129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Shi Y, Wang Y, Li Q, Liu K, Hou J, Shao C, Wang Y. Immunoregulatory mechanisms of mesenchymal stem and stromal cells in inflammatory diseases. Nat Rev Nephrol. 2018;14(8):493–507. doi: 10.1038/s41581-018-0023-5. [DOI] [PubMed] [Google Scholar]
- 3.Kfoury Y, Scadden DT. Mesenchymal cell contributions to the stem cell niche. Cell Stem Cell. 2015;16(3):239–253. doi: 10.1016/j.stem.2015.02.019. [DOI] [PubMed] [Google Scholar]
- 4.Nombela-Arrieta C, Ritz J, Silberstein LE. The elusive nature and function of mesenchymal stem cells. Nat Rev Mol Cell Biol. 2011;12(2):126–131. doi: 10.1038/nrm3049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Wei Y, Hou H, Zhang L, Zhao N, Li C, Huo J, Liu Y, Zhang W, Li Z, Liu D, et al. JNKi- and DAC-programmed mesenchymal stem/stromal cells from hESCs facilitate hematopoiesis and alleviate hind limb ischemia. Stem Cell Res Ther. 2019;10(1):186. doi: 10.1186/s13287-019-1302-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Zhang L, Wang H, Liu C, Wu Q, Su P, Wu D, Guo J, Zhou W, Xu Y, Shi L, et al. MSX2 initiates and accelerates mesenchymal stem/stromal cell specification of hPSCs by regulating TWIST1 and PRAME. Stem Cell Reports. 2018;11(2):497–513. doi: 10.1016/j.stemcr.2018.06.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Deng P, Zhou C, Alvarez R, Hong C, Wang CY. Inhibition of IKK/NF-kappaB signaling enhances differentiation of mesenchymal stromal cells from human embryonic stem cells. Stem Cell Reports. 2019;12(1):180–181. doi: 10.1016/j.stemcr.2018.11.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Friedenstein AJ, Petrakova KV, Kurolesova AI, Frolova GP. Heterotopic of bone marrow. Analysis of precursor cells for osteogenic and hematopoietic tissues. Transplantation. 1968;6(2):230–247. [PubMed] [Google Scholar]
- 9.Rebelatto CK, Aguiar AM, Moretao MP, Senegaglia AC, Hansen P, Barchiki F, Oliveira J, Martins J, Kuligovski C, Mansur F, et al. Dissimilar differentiation of mesenchymal stem cells from bone marrow, umbilical cord blood, and adipose tissue. Exp Biol Med (Maywood) 2008;233(7):901–913. doi: 10.3181/0712-RM-356. [DOI] [PubMed] [Google Scholar]
- 10.Dominici M, Le Blanc K, Mueller I, Slaper-Cortenbach I, Marini F, Krause D, Deans R, Keating A, Prockop D, Horwitz E. Minimal criteria for defining multipotent mesenchymal stromal cells. The International Society for Cellular Therapy position statement. Cytotherapy. 2006;8(4):315–317. doi: 10.1080/14653240600855905. [DOI] [PubMed] [Google Scholar]
- 11.Shi X, Chen Q, Wang F. Mesenchymal stem cells for the treatment of ulcerative colitis: a systematic review and meta-analysis of experimental and clinical studies. Stem Cell Res Ther. 2019;10(1):266. doi: 10.1186/s13287-019-1336-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Shi Y, Du L, Lin L, Wang Y. Tumour-associated mesenchymal stem/stromal cells: emerging therapeutic targets. Nat Rev Drug Discov. 2017;16(1):35–52. doi: 10.1038/nrd.2016.193. [DOI] [PubMed] [Google Scholar]
- 13.Holmes D. Diabetes: MSC transplant prevents beta-cell dysfunction. Nat Rev Endocrinol. 2014;10(12):701. doi: 10.1038/nrendo.2014.172. [DOI] [PubMed] [Google Scholar]
- 14.El Agha E, Kramann R, Schneider RK, Li X, Seeger W, Humphreys BD, Bellusci S. Mesenchymal stem cells in fibrotic disease. Cell Stem Cell. 2017;21(2):166–177. doi: 10.1016/j.stem.2017.07.011. [DOI] [PubMed] [Google Scholar]
- 15.Wu Y, Cao Y, Li X, Xu L, Wang Z, Liu P, Yan P, Liu Z, Wang J, Jiang S, et al. Cotransplantation of haploidentical hematopoietic and umbilical cord mesenchymal stem cells for severe aplastic anemia: successful engraftment and mild GVHD. Stem Cell Res. 2014;12(1):132–138. doi: 10.1016/j.scr.2013.10.001. [DOI] [PubMed] [Google Scholar]
- 16.Menasche P. Cell therapy trials for heart regeneration - lessons learned and future directions. Nat Rev Cardiol. 2018;15(11):659–671. doi: 10.1038/s41569-018-0013-0. [DOI] [PubMed] [Google Scholar]
- 17.McGonagle D, Baboolal TG, Jones E. Native joint-resident mesenchymal stem cells for cartilage repair in osteoarthritis. Nat Rev Rheumatol. 2017;13(12):719–730. doi: 10.1038/nrrheum.2017.182. [DOI] [PubMed] [Google Scholar]
- 18.Tyndall A. Mesenchymal stem cell treatments in rheumatology: a glass half full? Nat Rev Rheumatol. 2014;10(2):117–124. doi: 10.1038/nrrheum.2013.166. [DOI] [PubMed] [Google Scholar]
- 19.Tang B, Li X, Liu Y, Chen X, Li X, Chu Y, Zhu H, Liu W, Xu F, Zhou F, et al. The therapeutic effect of ICAM-1-overexpressing mesenchymal stem cells on acute graft-versus-host disease. Cell Physiol Biochem. 2018;46(6):2624–2635. doi: 10.1159/000489689. [DOI] [PubMed] [Google Scholar]
- 20.Zhang X, Yang Y, Zhang L, Lu Y, Zhang Q, Fan D, Zhang Y, Zhang Y, Ye Z, Xiong D. Mesenchymal stromal cells as vehicles of tetravalent bispecific Tandab (CD3/CD19) for the treatment of B cell lymphoma combined with IDO pathway inhibitor D-1-methyl-tryptophan. J Hematol Oncol. 2017;10(1):56. doi: 10.1186/s13045-017-0397-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Baksh D, Yao R, Tuan RS. Comparison of proliferative and multilineage differentiation potential of human mesenchymal stem cells derived from umbilical cord and bone marrow. Stem Cells. 2007;25(6):1384–1392. doi: 10.1634/stemcells.2006-0709. [DOI] [PubMed] [Google Scholar]
- 22.Zhang Y, Li Y, Li W, Cai J, Yue M, Jiang L, Xu R, Zhang L, Li J, Zhu C. Therapeutic effect of human umbilical cord mesenchymal stem cells at various passages on acute liver failure in rats. Stem Cells Int. 2018;2018:7159465. doi: 10.1155/2018/7159465. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Chen F, Zhou K, Zhang L, Ma F, Chen D, Cui J, Feng X, Yang S, Chi Y, Han Z, et al. Mesenchymal stem cells induce granulocytic differentiation of acute promyelocytic leukemic cells via IL-6 and MEK/ERK pathways. Stem Cells Dev. 2013;22(13):1955–1967. doi: 10.1089/scd.2012.0621. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Lim M, Wang W, Liang L, Han ZB, Li Z, Geng J, Zhao M, Jia H, Feng J, Wei Z, et al. Intravenous injection of allogeneic umbilical cord-derived multipotent mesenchymal stromal cells reduces the infarct area and ameliorates cardiac function in a porcine model of acute myocardial infarction. Stem Cell Res Ther. 2018;9(1):129. doi: 10.1186/s13287-018-0888-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Wu Q, Zhang L, Su P, Lei X, Liu X, Wang H, Lu L, Bai Y, Xiong T, Li D, et al. MSX2 mediates entry of human pluripotent stem cells into mesendoderm by simultaneously suppressing SOX2 and activating NODAL signaling. Cell Res. 2015;25(12):1314–1332. doi: 10.1038/cr.2015.118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Zhang L, Liu C, Wang H, Wu D, Su P, Wang M, Guo J, Zhao S, Dong S, Zhou W, et al. Thrombopoietin knock-in augments platelet generation from human embryonic stem cells. Stem Cell Res Ther. 2018;9(1):194. doi: 10.1186/s13287-018-0926-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Fan X, Gay FP, Ong SY, Ang JM, Chu PP, Bari S, Lim TK, Hwang WY. Mesenchymal stromal cell supported umbilical cord blood ex vivo expansion enhances regulatory T cells and reduces graft versus host disease. Cytotherapy. 2013;15(5):610–619. doi: 10.1016/j.jcyt.2012.12.007. [DOI] [PubMed] [Google Scholar]
- 28.Schroeder MA, DiPersio JF. Mouse models of graft-versus-host disease: advances and limitations. Dis Model Mech. 2011;4(3):318–333. doi: 10.1242/dmm.006668. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Zhang W, Liu C, Wu D, Liang C, Zhang L, Zhang Q, Liu Y, Xia M, Wang H, Su P, et al. Decitabine improves platelet recovery by down-regulating IL-8 level in MDS/AML patients with thrombocytopenia. Blood Cells Mol Dis. 2019;76:66–71. doi: 10.1016/j.bcmd.2019.02.003. [DOI] [PubMed] [Google Scholar]
- 30.Lu LL, Liu YJ, Yang SG, Zhao QJ, Wang X, Gong W, Han ZB, Xu ZS, Lu YX, Liu D, et al. Isolation and characterization of human umbilical cord mesenchymal stem cells with hematopoiesis-supportive function and other potentials. Haematologica. 2006;91(8):1017–1026. [PubMed] [Google Scholar]
- 31.Huang Y, Li Q, Zhang K, Hu M, Wang Y, Du L, Lin L, Li S, Sorokin L, Melino G, et al. Single cell transcriptomic analysis of human mesenchymal stem cells reveals limited heterogeneity. Cell Death Dis. 2019;10(5):368. doi: 10.1038/s41419-019-1583-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Wagner W, Feldmann RE, Jr, Seckinger A, Maurer MH, Wein F, Blake J, Krause U, Kalenka A, Burgers HF, Saffrich R, et al. The heterogeneity of human mesenchymal stem cell preparations--evidence from simultaneous analysis of proteomes and transcriptomes. Exp Hematol. 2006;34(4):536–548. doi: 10.1016/j.exphem.2006.01.002. [DOI] [PubMed] [Google Scholar]
- 33.Barry F, Murphy M. Mesenchymal stem cells in joint disease and repair. Nat Rev Rheumatol. 2013;9(10):584–594. doi: 10.1038/nrrheum.2013.109. [DOI] [PubMed] [Google Scholar]
- 34.Loibl M, Wuertz-Kozak K, Vadala G, Lang S, Fairbank J, Urban JP. Controversies in regenerative medicine: should intervertebral disc degeneration be treated with mesenchymal stem cells? JOR Spine. 2019;2(1):e1043. doi: 10.1002/jsp2.1043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Casiraghi F, Perico N, Cortinovis M, Remuzzi G. Mesenchymal stromal cells in renal transplantation: opportunities and challenges. Nat Rev Nephrol. 2016;12(4):241–253. doi: 10.1038/nrneph.2016.7. [DOI] [PubMed] [Google Scholar]
- 36.Strioga M, Viswanathan S, Darinskas A, Slaby O, Michalek J. Same or not the same? Comparison of adipose tissue-derived versus bone marrow-derived mesenchymal stem and stromal cells. Stem Cells Dev. 2012;21(14):2724–2752. doi: 10.1089/scd.2011.0722. [DOI] [PubMed] [Google Scholar]
- 37.Liu L, Liu H, Chen M, Ren S, Cheng P, Zhang H. miR-301b~miR-130b-PPARgamma axis underlies the adipogenic capacity of mesenchymal stem cells with different tissue origins. Sci Rep. 2017;7(1):1160. doi: 10.1038/s41598-017-01294-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated or analyzed during this study are included in this published article and its supplementary information files. Meanwhile, the datasets used and analyzed during the current study are also available from the corresponding author on reasonable request.