Abstrakti
Purpose: Extent of brain tumor resection continues to be one of the central decisions taken during standard of care in glioma patients. Here, we aimed to evaluate the most essential molecular factors, such as IDH (isocitrate dehydrogenase) mutation in gliomas classification with patient-derived glioma organoids (PGOs) using differential mobility spectrometry (DMS). Methods: we prospectively recruited 12 glioma patients, 6 IDH-mutated and 6 IDH wild-type tumors, from which PGOs were generated ex-vivo. Altogether, 320 PGOs DMS spectra were analyzed with a classifier algorithm based on linear discriminant analysis (LDA). Results: LDA model classification accuracy (CA) obtained between IDH-mutant and IDH wild-type PGOs was 90% (91% sensitivity and 89% specificity). Furthermore, 1p/19q codeletion classification within IDH mutant PGOs reached 98% CA (93% sensitivity and 99% specificity), while CDKN2A/B homozygous loss status had 86% CA (63% sensitivity 93% specificity). Conclusion: DMS suitability to differentiate IDH-mutated PGOs was thus validated in ex vivo cultured samples, PGOs. Preliminary results regarding 1p/19q codeleted PGOs and CDKN2A/B loss PGOs identification endorse testing in a prospective intraoperative glioma patient cohort. Our results reveal a sample classification set-up that is compatible with real-time intraoperative surgery guidance.
| Alkuperäiskieli | Englanti |
|---|---|
| Sivut | 691-703 |
| Julkaisu | Journal of Neuro-Oncology |
| Vuosikerta | 171 |
| Varhainen verkossa julkaisun päivämäärä | 2024 |
| DOI - pysyväislinkit | |
| Tila | Julkaistu - 2025 |
| OKM-julkaisutyyppi | A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä |
Rahoitus
Open access funding provided by Tampere University (including Tampere University Hospital). This article preparation was supported by the grants of Research Council of Finland (P.M.), Finnish Pediatric Research Foundation (J.H., K.N.), Pediatric Cancer Research Foundation V\u00E4re (Lasten sy\u00F6p\u00E4s\u00E4\u00E4ti\u00F6 V\u00E4re) (J.H., K.N.), Competitive State Research Financing of the Expert Responsibility area of Tampere University Hospital (J.H., K.N., H.H.), The Finnish Ministry of Social Affairs and Health (J.H., K.N.) and Emil Aaltosen S\u00E4\u00E4ti\u00F6 (J.H., K.N.). Moreover, this study was partly supported by Tampere University Foundation Trust, Tampere University Hospital (J.H.).
| Rahoittajat |
|---|
| Lastentautien tutkimussäätiö |
| Pediatric Cancer Research Foundation |
| Research Council of Finland |
| Emil Aaltosen Säätiö |
| Tampere University Foundation Trust |
| Sosiaali- ja terveysministeriö |
YK:n kestävän kehityksen tavoitteet
Tämä tuotos edistää seuraavia kestävän kehityksen tavoitteita:
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SDG 3 – Hyvä terveys ja hyvinvointi
Julkaisufoorumi-taso
- Jufo-taso 1
!!ASJC Scopus subject areas
- Oncology
- Neurology
- Clinical Neurology
- Cancer Research
Sormenjälki
Sukella tutkimusaiheisiin 'Patient-derived glioma organoids real time identification of IDH mutation, 1p/19q-codeletion and CDKN2A/B homozygous deletion with differential ion mobility spectrometry'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.Siteeraa tätä
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