<HashMap><database>GEO</database><file_versions><headers><Content-Type>application/xml</Content-Type></headers><body><files><Other>ftp://ftp.ncbi.nlm.nih.gov/geo/series/GSE318nnn/GSE318206/</Other></files><type>primary</type></body><statusCode>OK</statusCode><statusCodeValue>200</statusCodeValue></file_versions><scores/><additional><omics_type>Transcriptomics</omics_type><species>Homo sapiens</species><gds_type>Expression profiling by high throughput sequencing</gds_type><full_dataset_link>https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE318206</full_dataset_link><repository>GEO</repository><entry_type>GSE</entry_type></additional><is_claimable>false</is_claimable><name>Transcriptomic Characterisation of Transitional B Cells Reveals Four Subsets with Perturbed Activation Profiles in Systemic Sclerosis</name><description>We have previously shown that patients with systemic sclerosis (SSc) exhibit increased frequencies of autoreactive transitional B cells, including those with anti-topoisomerase I (ATA+) specificity, an autoantibody associated with progressive interstitial lung disease. This suggests that defective transitional B cell tolerance drives autoimmunity in SSc, however, the mechanism underpinning reduced censorship of these early B cells remains undefined. To investigate this, we applied single-cell transcriptomic and B cell receptor (BCR) sequencing to dissect the molecular and repertoire features of transitional B cells isolated from early-stage ATA+ treatment-naive SSc patients. This revealed four distinct transitional B cell clusters: T1, T2, CD27+ and marginal zone precursors (MZP). Novel marker genes were identified within these clusters, including the pro-apoptotic gene HRK which was specifically enriched in the MZP cluster. These findings were validated using a publicly available single-cell dataset. Among these transitional clusters, T1 B cells were significantly expanded in SSc patients, with a two-fold increase compared with matched healthy controls, suggesting elevated bone marrow output or increased exodus of transitional B cells in SSc. Additionally, pro-survival genes such as IL4R, TCL1A and S100A10 were significantly upregulated in SSc, whilst a key negative regulator of PI3K/AKT signalling, FOX01 was significantly reduced. Interferon responsive genes (IFITM1 and IFITM2) were also significantly increased in SSc transitional B cells, consistent with dysregulated interferon signalling in SSc. BCR analysis revealed significantly increased CDR3 hydrophobicity in SSc, notably in the T2 cluster, where a trend towards increased usage of the autoimmunity-associated gene IGHV4-39 was also observed. Furthermore, the κ/λ light chain ratio was elevated in the majority of SSc patients, perhaps implying incomplete receptor editing. Collectively, our findings support divergent transitional B cell development and activation in SSc, with an AKT-driven pathway likely promoting autoreactive transitional B cell survival.</description><dates><publication>2026/08/14</publication></dates><accession>GSE318206</accession><cross_references><GSM>GSM9489279</GSM><GSM>GSM9489289</GSM><GSM>GSM9489278</GSM><GSM>GSM9489277</GSM><GSM>GSM9489288</GSM><GSM>GSM9489287</GSM><GSM>GSM9489276</GSM><GSM>GSM9489286</GSM><GSM>GSM9489275</GSM><GSM>GSM9489285</GSM><GSM>GSM9489274</GSM><GSM>GSM9489284</GSM><GSM>GSM9489273</GSM><GSM>GSM9489272</GSM><GSM>GSM9489294</GSM><GSM>GSM9489283</GSM><GSM>GSM9489293</GSM><GSM>GSM9489271</GSM><GSM>GSM9489282</GSM><GSM>GSM9489281</GSM><GSM>GSM9489292</GSM><GSM>GSM9489291</GSM><GSM>GSM9489280</GSM><GSM>GSM9489290</GSM><GPL>24676</GPL><GSE>318206</GSE><taxon>Homo sapiens</taxon></cross_references></HashMap>