SNRNP70 expression in articular cavity tissues
To comprehensively investigate the role of SNRNP70 in OA, a systematic screening of 10 publicly available RNA-seq and microarray datasets that met strict inclusion and exclusion criteria was conducted (Table 2). SNRNP70 expression levels were carefully extracted and analyzed across these datasets. Strikingly, in 6 of 10 cohorts, SNRNP70 expression was significantly downregulated in OA tissues compared with normal controls (p < 0.05), suggesting a consistent pattern of transcriptional suppression (Figure 1).
Of note, three datasets (GSE114007, GSE169077, and GSE19060) did not reveal statistically significant differences between OA and control samples. Rather than disregarding these discrepancies, batch correction and dataset integration strategies were leveraged to enhance the robustness and reliability of the analysis. Specifically, datasets derived from identical sequencing platforms were merged to increase statistical power. For example, GSE114007 was combined with GSE89408 to generate GSE114007-89408, while GSE169077, GSE12021, and GSE55457 were merged into GSE169077-12021-55457 (Figure 1). This integrative approach minimized inter-study variability and strengthened the reproducibility of the findings. In summary, analyses of human datasets reveal consistent downregulation of SNRNP70 in OA articular tissues, suggesting its potential as a diagnostic biomarker. However, whether this decrease directly drives splicing dysregulation or cartilage degeneration in humans is unclear and awaits verification, preferably in human tissue models.
Clinical diagnostic ability of SNRNP70
To rigorously evaluate the diagnostic value of SNRNP70 in OA, a comprehensive meta-analysis was conducted integrating data from 165 OA samples and 125 normal controls. This represents, to the best of available knowledge, the systematic assessment of SNRNP70 as a potential diagnostic biomarker in OA. The heterogeneity analysis revealed significant heterogeneity across datasets (I2 = 72.9%; p = 0.001), necessitating a random-effects model. The pooled analysis demonstrated a robust and consistent reduction of SNRNP70 expression in OA tissues compared with normal controls, with a standardized mean difference (SMD) of -1.07 (95% CI: -1.34 to -0.80) (Figure 2A–B). Beyond expression profiling, the diagnostic performance of SNRNP70 was further evaluated. The pooled diagnostic test results revealed a combined sensitivity of 0.82 (95% CI: 0.57–0.94) and specificity of 0.88 (95% CI: 0.73–0.95), underscoring its strong discriminatory capacity (Figure 3A). Consistently, the summary receiver operating characteristic (SROC) curve yielded an area under the curve (AUC) of 0.92 (95% CI: 0.90–0.94), further highlighting the high accuracy of SNRNP70 in distinguishing OA patients from healthy individuals (Figure 3B).
To ensure the robustness of these findings, sensitivity analysis was conducted, confirming that sequential exclusion of individual datasets did not materially alter the overall effect size (Figure 4A). Importantly, both Deek’s funnel plot asymmetry test (p = 0.41) and Egger’s test indicated no significant publication bias, reinforcing the credibility of the results (Figure 4B). Together, these data show that SNRNP70 expression is reduced in OA and suggest that it could serve as a diagnostic biomarker. That said, the heterogeneity across datasets and the absence of an independent validation cohort warrant caution. These findings are therefore regarded as preliminary, pending further studies to clarify the clinical usefulness of SNRNP70 in OA diagnosis and management.
SNRNP70 modulation of inflammatory gene expression in OA
To delineate the regulatory role of SNRNP70 in inflammatory signaling during OA progression, an in vitro OA model was initially established by exposing chondrocytes to IL-1β, a well-characterized pro-inflammatory cytokine. qRT-PCR analysis performed after 48 h of IL-1β stimulation revealed a significant downregulation of SNRNP70 mRNA levels compared to the NC group (Figure 5). This suppression of SNRNP70 expression under inflammatory conditions was consistent with transcriptomic data from publicly available OA datasets, thereby providing robust evidence that SNRNP70 is consistently repressed in OA-associated inflammation. To further investigate whether restoring SNRNP70 expression could modulate chondrocyte inflammatory phenotype, cells were transfected using an SNRNP70 overexpression plasmid (oe-SN). Remarkably, enforced expression of SNRNP70 substantially alleviated IL-1β-induced inflammation, as reflected by both transcriptional and translational changes. Specifically, qRT-PCR showed a robust reduction in IL-6 and MMP-13 mRNA levels in the oe-SN group compared with IL-1β-treated controls (Figure 5).
In addition to these molecular findings, immunofluorescence staining provided direct cellular evidence of SNRNP70’s anti-inflammatory potential. In IL-1β-treated cells, IL-6 exhibited pronounced cytoplasmic accumulation, consistent with an activated inflammatory state. Strikingly, overexpression of SNRNP70 led to a notable attenuation of IL-6 cytoplasmic staining intensity (Figure 6A), thereby highlighting its ability to reverse the inflammatory response at the cellular level. A similar pattern was observed for MMP-13, where IL-1β treatment enhanced its expression, but SNRNP70 overexpression markedly suppressed MMP-13 localization and signal intensity (Figure 6B).
Unlike previous investigations that focused mainly on structural cartilage damage, the in vitro data from rat chondrocytes suggest that SNRNP70 acts as a regulator of inflammatory gene expression. Specifically, enforced expression of SNRNP70 attenuated IL-1β-driven pro-inflammatory mediators, including IL-6 and MMP-13, in this rat model. Importantly, because these experiments were conducted exclusively in a rat inflammatory model, they do not directly recapitulate the human dataset findings. Nonetheless, these results offer a conceptual framework, indicating that SNRNP70 may function not only as a splicing factor but also as a potential modulator of inflammation—a possibility that merits further exploration in human tissues.
Identification of SNRNP70-related pathways in OA
To explore biological pathways associated with SNRNP70 expression in osteoarthritis, Pearson correlation analysis was performed separately in the GSE98918, GSE117999, GSE129147, GSE51588, GSE169077_12021_55457, GSE114007-89408, and GSE82107-19060 public transcriptomic datasets. Genes with an absolute correlation coefficient (|r|) > 0.8 and p < 0.05 were considered significantly correlated with SNRNP70 expression in each dataset. The union of correlated genes across all datasets was generated, yielding 929 SNRNP70-related genes.
KEGG pathway enrichment analysis was subsequently conducted using the clusterProfiler package, with adjustments for multiple testing via the Benjamini–Hochberg method. This analysis revealed significant enrichment of the identified genes in several pathways, including the focal adhesion pathway (Figure 7). This signaling cascade is known to regulate chondrocyte adhesion, mechanotransduction, and ECM remodeling, all of which are key processes in OA progression. Together, these findings suggest a link between SNRNP70 expression and focal adhesion-related gene expression signatures in OA datasets.
SNRNP70 mediates inflammatory chondrocyte repair via the focal adhesion pathway
To evaluate the role of SNRNP70 in the wound-healing ability of inflammatory chondrocytes, a scratch wound-closure assay was performed using primary chondrocytes. Cells were assigned to three groups: normal control, IL-1β-treated, and IL-1β plus SNRNP70 overexpression. IL-1β stimulation reduced the extent of scratch gap closure compared with the normal control group, indicating impaired wound-healing capacity under inflammatory conditions. In contrast, SNRNP70 overexpression promoted scratch gap closure in IL-1β-treated chondrocytes relative to IL-1β treatment alone (Figure 8A). Collectively, these results indicate that SNRNP70 overexpression enhances the wound-closure response of IL-1β-treated chondrocytes.
At the molecular level, Western blot analyses demonstrated that IL-1β treatment suppressed the expression of cartilage matrix proteins ACAN and COL2A1, while promoting the upregulation of the degradative enzyme MMP13. Importantly, SNRNP70 overexpression not only restored ACAN and COL2A1 levels but also significantly downregulated MMP13, thereby preserving ECM integrity (Figure 8B). Mechanistically, in vitro, the beneficial effects of SNRNP70 were closely associated with activation of the Focal adhesion signaling pathway.
Collectively, human dataset analyses reveal that SNRNP70 is downregulated in OA and that its expression correlates with genes involved in the focal adhesion pathway. In rat chondrocytes exposed to IL-1β stimulation, forced expression of SNRNP70 promotes inflammatory cell repair and ECM synthesis, and also associates with focal adhesion signaling. Although these in vitro observations from a rat model are suggestive, they do not directly substantiate the findings derived from human datasets. Nonetheless, these convergent lines of evidence support a model in which SNRNP70 contributes to human OA pathogenesis via focal adhesion signaling—a hypothesis that now awaits definitive confirmation in human tissues or in vivo models with human relevance.
DATA AVAILABILITY:
The datasets used and analyzed in this study are available from the GEO dataset (https://www.ncbi.nlm.nih.gov/geo/). All data generated or analyzed during this study have been fully presented and discussed within the manuscript. The raw data of this study are uploaded as a Supplementary File.

Figure 1: The students’ t-test and ROC curve for seven studies. The results suggested that SNRNP70 expression was lower in OA tissues than in NC tissues in GSE117999, GSE129147, GSE98918, GSE51558, GSE114007-89408, and GSE169077-12021-55457 (p < 0.05), and the ROC AUC indicated high feasibility. p < 0.05 (*), p < 0.01(**). Please click here to view a larger version of this figure.

Figure 2: The meta-analysis for seven datasets. (A) The results showed that I2 = 72.9%, p = 0.001, and the overall SMD was -1.07. (B) The funnel diagram was evaluated for publication bias in the meta-analysis. It was found to be basically symmetrical. Please click here to view a larger version of this figure.

Figure 3: The diagnostic performance of SNRNP70. (A) The Q-test revealed that both sensitivity and specificity had p-values < 0.05, with I2 values of 86.05% and 77.18%, respectively, indicating substantial heterogeneity. The study reported a sensitivity of 0.82 and a specificity of 0.88, highlighting its notable performance. (B) The AUC of the sROC was 0.92, indicating a high level of confidence in the research. Please click here to view a larger version of this figure.

Figure 4: Influence analysis and Deek's Funnel plot. (A) The influence analysis indicated that excluding any individual study did not markedly affect the overall results. (B) Across seven studies, all results showed no significant bias (p = 0.41). Please click here to view a larger version of this figure.

Figure 5: The qRT-PCR results indicate a significant reduction in SNRNP70 expression in chondrocytes following IL-1β treatment. In the oe-SN group, there was a notable decrease in the expression levels of the inflammatory markers IL-6 and MMP13 compared to the IL-1 group, suggesting that overexpression of SNRNP70 can reverse the inflammatory markers in chondrocytes treated with IL-1β. Data are presented as mean ± SD from n = 3 independent biological replicates. p-values < 0.05 (*), p-values < 0.01(**). Please click here to view a larger version of this figure.

Figure 6: The IF analysis of IL-1β-treated chondrocytes following IL-1β treatment, showing the fluorescence intensity. (A) Fluorescence intensity of IL-6 and (B) MMP13 significantly increased. However, overexpression of SNRNP70 led to a marked reduction in the fluorescence intensity of the inflammatory markers IL-6 and MMP13. These results suggest that SNRNP70 overexpression may mitigate inflammation in IL-1β-treated chondrocytes. All microscopic images were taken at 10x magnification. Data are presented as mean ± SD from n = 3 independent biological replicates. p-values < 0.05 (*), p-values < 0.01(**). Scale bar = 50 µm. Please click here to view a larger version of this figure.

Figure 7: Correlation-based KEGG enrichment analysis of SNRNP70-associated genes in osteoarthritis datasets. Top 10 enriched pathways identified by clusterProfiler (Benjamini–Hochberg correction). Bubble size = gene count; color = significance (-log10(p value)). The focal adhesion pathway (highlighted) mediates chondrocyte adhesion, mechanotransduction, and ECM remodeling in OA. Please click here to view a larger version of this figure.

Figure 8: SNRNP70 overexpression restores ECM repair in IL-1β-treated chondrocytes. (A) Images of scratch wound closure in control, IL-1β-treated, and IL-1β plus SNRNP70-overexpression chondrocytes. (B) Representative Western blots of key cartilage matrix and catabolic proteins. Membranes were probed for ACAN, COL2A1, and MMP13. GAPDH is shown as a loading control. The magnifications are as follows: NC, IL-1β, and IL-1β+oe-SN groups: At 4x magnification: scale bar = 10 µm. At 10x magnification: scale bar = 50 µm. Please click here to view a larger version of this figure.
Supplementary Figure 1: Quantitative analysis of wound closure and Western blot densitometry. (A) Quantification of scratch-wound closure in primary chondrocytes from the NC, IL-1β, and IL-1β + oe-SNRNP70 groups. (B) Densitometric quantification of ACAN, COL2A1, and MMP13 western blot bands. Band intensities were quantified using ImageJ and normalized to GAPDH. Data are presented as mean ± SD from n = 3 independent biological replicates. *p < 0.05, **p < 0.01.Please click here to download this file.
| Target Gene | Forward primer sequence | Forward primer sequence |
| GAPDH | 5'-TCTCTGCTCCTCCCTGTTCT-3' | 5'-ATCCGTTCACACCGACCTTC-3' |
| SNRNP70 | 5'-GAGACATGCACTCCACCACG-3' | 5'-TGCGGTGCTGTGATCTTACC-3' |
| IL6 | 5'-ACAAGTCCGGAGAGGAGACT-3' | 5'-ACAGTGCATCATCGCTGTTC-3' |
| MMP13 | 5'-GGACAAAGACTATCCCCGCC-3' | 5'-GGCATGACTCTCACAATGCG-3' |
Table 1: The primers for the target genes. Forward and reverse primer sequences for GAPDH, SNRNP70, IL6, and MMP13 used in qRT-PCR are shown, all in the 5′ > 3′ orientation. GAPDH was the internal control.
| Study ID | Platform | NC (n) | OA (n) | Tissues |
| GSE114007 | GPL11154, GPL18573 | 18 | 20 | Cartilages |
| GSE117999 | GPL20844 | 10 | 10 | Cartilages |
| GSE129147 | GPL15207 | 9 | 10 | Cartilages |
| GSE169077 | GPL96 | 5 | 6 | Cartilages |
| GSE12021 | GPL96 | 13 | 20 | Synoviums |
| GSE55457 | GPL96 | 10 | 10 | Synoviums |
| GSE89408 | GPL11154 | 28 | 22 | Synoviums |
| GSE82107 | GPL570 | 7 | 10 | Synoviums |
| GSE19060 | GPL570 | 3 | 5 | Meniscus |
| GSE98918 | GPL20844 | 12 | 12 | Meniscus |
| GSE51588 | GPL13497 | 10 | 40 | Subchondral bone |
Table 2: The datasets in this study from the GEO database. Summary of 11 publicly available GEO datasets meeting inclusion criteria. For each dataset, accession ID, platform, and the numbers of normal control (NC) and osteoarthritis (OA) samples are provided, along with tissue type. n = number of samples.