bioRxiv · 10.1101/327734
Optimization of Tenocyte Lineage-related Factors from Tonsil-derived Mesenchymal Stem Cells using Response Surface Methodology
Abstract
Researchers should consider various potential factors that affect tenogenic differentiation of mesenchymal stem cells (MSCs); however, this requires numerous experimental settings, which are associated with high cost and time. We aimed to assess the differential effects of transforming growth factor beta 3 (TGF-{beta}3) on the tenogenesis of tonsil-derived MSCs (T-MSCs) and bone marrow-derived MSCs (BM-MSCs) using design of experiments (DoE). Bone marrow and tonsillar tissue was collected from four patients; mononuclear cells were separated and treated with 5 and 10 ng/mL of TGF-{beta}3 with vehicle control. A full-factorial experimental design with a categorical factor of 0 was employed to study the effect of tension based on T-MSCs. Eighty-four trials were utilized, fitted with RSM, and then used to obtain mathematical prediction models. Exposure of T-MSCs and BM-MSCs to TGF-{beta}3 increased the expression of scleraxis (SCX), tenomodulin (TNMD), decorin, collagen I, and tenascin C. Expression of most of these factors reached a maxima after 2-3 days of treatment. Considering all of the tenocyte lineage-related factors that were assessed, the predicted value of the factors from T-MSCs was significantly induced at 2.7 ng/mL of TGF-{beta}3 during 2.5-day culture, whereas the predicted value of the factors from BM-MSCs was significantly induced during 2.3-day culture, regardless of TGF-{beta}3 concentration. This study demonstrated that tenogenic differentiation of T-MSCs and BM-MSCs under TGF-{beta}3 stimulation showed a similar culture time for peak expression of tenocyte-related mRNAs using RSM. This study suggests the potential of using the DoE approach for optimization of the culture protocol for tenogenesis of MSCs.
Source connections
Explore related subjects
Keep this discovery
Lee, S. Y., Kim, H., Shin, S.-J., Kwon, S.-S.. 2018-05-21. Optimization of Tenocyte Lineage-related Factors from Tonsil-derived Mesenchymal Stem Cells using Response Surface Methodology. https://doi.org/10.1101/327734
Cite the original work for its findings. Save a collection to share your selection of sources.