RNA sequencing identifies MAP1A and PTTG1 as predictive genes of aging CD264+ human mesenchymal stem cells at an early passage.

IF 2 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Cytotechnology Pub Date : 2025-04-01 Epub Date: 2025-02-19 DOI:10.1007/s10616-025-00724-8
Margaret K Giler, H Alan Tucker, Amanda K Foote, Avery G Francis, Sean D Madsen, Yao-Zhong Liu, Kim C O'Connor
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引用次数: 0

Abstract

Molecular profiles of mesenchymal stem cells (MSCs) are needed to standardize the composition and effectiveness of MSC therapeutics. This study employs RNA sequencing to identify genes to be used in concert with CD264 as a molecular profile of aging MSCs at a clinically relevant culture passage. CD264- and CD264+ populations were isolated by fluorescence-activated cell sorting from passage 4 MSC cultures. CD264+ MSCs exhibited an aging phenotype relative to their CD264- counterpart. Donor-matched CD264-/+ mRNA samples from 5 donors were subjected to pair-ended, next-generation sequencing. An independent set of 5 donor MSCs was used to validate differential expression of select genes with quantitative reverse transcription PCR. Pairwise differential expression analysis identified 2,322 downregulated genes and 2,695 upregulated genes in CD264+ MSCs relative to donor-matched CD264- MSCs with a Benjamini-Hochberg adjusted p-value (BH p adj ) < 0.1. Nearly 25% of these genes were unique to CD264-/+ MSCs and not differentially expressed at a significance level of BH p adj  < 0.1 in previous RNA sequencing studies of early- vs. late-passage MSCs. Least Absolute Shrinkage and Selection Operator regression identified microtubule-associated protein 1A (MAP1A) and pituitary tumor-transforming gene 1 (PTTG1) as predictive genes of CD264+ MSCs. Combined MAP1A and PTTG1 expression correctly classified CD264 status of MSC samples with an accuracy of 100%. Differential expression and predictive ability of MAP1A and PTTG1 compared favorably with that of existing senescence markers expressed in early passage CD264-/+ MSCs. This study provides the first linkage of MAP1A to CD264, aging and senescence. Our findings have application as quality metrics to standardize the composition of MSC therapies and as molecular targets to slow/reverse cellular aging.

Supplementary information: The online version contains supplementary material available at 10.1007/s10616-025-00724-8.

需要间充质干细胞(MSCs)的分子特征来规范间充质干细胞疗法的成分和有效性。本研究利用RNA测序技术鉴定基因,并将其与CD264结合使用,作为临床相关培养阶段老化间充质干细胞的分子特征。通过荧光激活细胞分拣技术从第 4 个培养阶段的间充质干细胞中分离出 CD264- 和 CD264+ 群体。CD264+ 间充质干细胞与 CD264- 间充质干细胞相比表现出衰老表型。对来自 5 位供体的与供体匹配的 CD264-/+ mRNA 样本进行了配对的新一代测序。利用一组独立的 5 个供体间充质干细胞,通过定量反转录 PCR 验证了特定基因的差异表达。配对差异表达分析发现,相对于供体匹配的 CD264- 间充质干细胞,CD264+ 间充质干细胞中有 2322 个下调基因和 2695 个上调基因,其 Benjamini-Hochberg 调整 p 值(BH p adj )为 -/+ 间充质干细胞,而 BH p adj 显著性水平为 MAP1A)和垂体肿瘤转化基因 1(PTTG1)为 CD264+ 间充质干细胞的预测基因。结合 MAP1A 和 PTTG1 的表达对间叶干细胞样本的 CD264 状态进行正确分类的准确率为 100%。MAP1A 和 PTTG1 的差异表达和预测能力与现有的表达于早期 CD264-/+ 间充质干细胞的衰老标志物相比更胜一筹。这项研究首次将 MAP1A 与 CD264、衰老和衰老联系起来。我们的研究结果可用作间充质干细胞疗法成分标准化的质量指标,以及减缓/逆转细胞衰老的分子靶标:在线版本包含补充材料,可查阅 10.1007/s10616-025-00724-8。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cytotechnology
Cytotechnology 生物-生物工程与应用微生物
CiteScore
4.10
自引率
0.00%
发文量
49
审稿时长
6-12 weeks
期刊介绍: The scope of the Journal includes: 1. The derivation, genetic modification and characterization of cell lines, genetic and phenotypic regulation, control of cellular metabolism, cell physiology and biochemistry related to cell function, performance and expression of cell products. 2. Cell culture techniques, substrates, environmental requirements and optimization, cloning, hybridization and molecular biology, including genomic and proteomic tools. 3. Cell culture systems, processes, reactors, scale-up, and industrial production. Descriptions of the design or construction of equipment, media or quality control procedures, that are ancillary to cellular research. 4. The application of animal/human cells in research in the field of stem cell research including maintenance of stemness, differentiation, genetics, and senescence, cancer research, research in immunology, as well as applications in tissue engineering and gene therapy. 5. The use of cell cultures as a substrate for bioassays, biomedical applications and in particular as a replacement for animal models.
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