<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/GSE316nnn/GSE316688/</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> Other</gds_type><gds_type>Expression profiling by high throughput sequencing</gds_type><full_dataset_link>https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE316688</full_dataset_link><repository>GEO</repository><entry_type>GSE</entry_type></additional><is_claimable>false</is_claimable><name>Multimodal discovery of a pathogenic B cell-dependent T cell state in multiple sclerosis</name><description>B cell depleting therapies in multiple sclerosis (MS) have transformed disease management, yet the immunological mechanisms linking B cells to chronic compartmentalised CNS inflammation, the key pathological driver of disability accrual, remain poorly defined. Here, we leverage anti-CD20 therapy as an in vivo perturbational probe to disentangle MS immunobiology. We combine longitudinal, high-dimensional multimodal immune profiling in patients initiating ocrelizumab with a novel machine learning pipeline to resolve treatment-induced shifts in continuous immune cell states, revealing treatment-associated modulation of shared biological processes that act across the boundaries of discretely partitioned cell types. We identify a distinct chronically activated, proinflammatory–cytotoxic T cell state with CNS-homing properties that is selectively depleted following B cell ablation. Importantly, across independent datasets, the same T cell state is enriched in the circulation of patients with clinically aggressive relapsing disease, in CSF-enriched expanded clonotypes, including a subset with proven Epstein–Barr virus-specificity, and in chronically inflamed lesion rims in end-stage MS. Finally, we demonstrate that blockade of lymphocyte trafficking across the blood–brain barrier with the anti-integrin α4 therapy natalizumab leads to enrichment of this cell state in the circulation, demonstrating a mechanistically concordant effect across distinct high-efficacy MS therapies. Together, our findings support a B cell-dependent, pathogenic T cell state which links peripheral immune activation to CNS-compartmentalised smouldering neuroinflammation across disease stages. Direct therapeutic manipulation of this T cell state may represent a key opportunity for targeting chronic neuroinflammation and facilitate a strategic shift away from broad immune cell ablation.</description><dates><publication>2026/09/11</publication></dates><accession>GSE316688</accession><cross_references><GSM>GSM9458350</GSM><GSM>GSM9458319</GSM><GSM>GSM9458316</GSM><GSM>GSM9458359</GSM><GSM>GSM9458315</GSM><GSM>GSM9458318</GSM><GSM>GSM9458317</GSM><GSM>GSM9458279</GSM><GSM>GSM9458356</GSM><GSM>GSM9458312</GSM><GSM>GSM9458311</GSM><GSM>GSM9458355</GSM><GSM>GSM9458278</GSM><GSM>GSM9458314</GSM><GSM>GSM9458358</GSM><GSM>GSM9458357</GSM><GSM>GSM9458313</GSM><GSM>GSM9458352</GSM><GSM>GSM9458351</GSM><GSM>GSM9458354</GSM><GSM>GSM9458277</GSM><GSM>GSM9458310</GSM><GSM>GSM9458276</GSM><GSM>GSM9458353</GSM><GSM>GSM9458282</GSM><GSM>GSM9458281</GSM><GSM>GSM9458284</GSM><GSM>GSM9458361</GSM><GSM>GSM9458360</GSM><GSM>GSM9458283</GSM><GSM>GSM9458280</GSM><GSM>GSM9458327</GSM><GSM>GSM9458326</GSM><GSM>GSM9458329</GSM><GSM>GSM9458328</GSM><GSM>GSM9458323</GSM><GSM>GSM9458322</GSM><GSM>GSM9458289</GSM><GSM>GSM9458325</GSM><GSM>GSM9458324</GSM><GSM>GSM9458286</GSM><GSM>GSM9458285</GSM><GSM>GSM9458288</GSM><GSM>GSM9458321</GSM><GSM>GSM9458320</GSM><GSM>GSM9458287</GSM><GSM>GSM9458293</GSM><GSM>GSM9458292</GSM><GSM>GSM9458295</GSM><GSM>GSM9458294</GSM><GSM>GSM9458291</GSM><GSM>GSM9458290</GSM><GSM>GSM9458338</GSM><GSM>GSM9458337</GSM><GSM>GSM9458339</GSM><GSM>GSM9458334</GSM><GSM>GSM9458333</GSM><GSM>GSM9458336</GSM><GSM>GSM9458335</GSM><GSM>GSM9458297</GSM><GSM>GSM9458330</GSM><GSM>GSM9458296</GSM><GSM>GSM9458299</GSM><GSM>GSM9458332</GSM><GSM>GSM9458331</GSM><GSM>GSM9458298</GSM><GSM>GSM9458309</GSM><GSM>GSM9458308</GSM><GSM>GSM9458305</GSM><GSM>GSM9458349</GSM><GSM>GSM9458348</GSM><GSM>GSM9458304</GSM><GSM>GSM9458307</GSM><GSM>GSM9458306</GSM><GSM>GSM9458345</GSM><GSM>GSM9458301</GSM><GSM>GSM9458300</GSM><GSM>GSM9458344</GSM><GSM>GSM9458303</GSM><GSM>GSM9458347</GSM><GSM>GSM9458346</GSM><GSM>GSM9458302</GSM><GSM>GSM9458341</GSM><GSM>GSM9458340</GSM><GSM>GSM9458343</GSM><GSM>GSM9458342</GSM><GPL>34281</GPL><GSE>316688</GSE><taxon>Homo sapiens</taxon><PMID>[42714077]</PMID></cross_references></HashMap>