Search: id:"swepub:oai:DiVA.org:umu-25668" >
Metabolomic pattern...
Metabolomic patterns in glioblastoma and changes during radiotherapy : a clinical microdialysis study
-
- Wibom, Carl, 1977- (author)
- Umeå universitet,Onkologi
-
- Surowiec, Izabella, 1978- (author)
- Umeå universitet,Kemiska institutionen
-
- Mörén, Lina, 1985- (author)
- Umeå universitet,Kemiska institutionen
-
show more...
-
- Bergström, Per (author)
- Umeå universitet,Onkologi
-
- Johansson, Mikael (author)
- Umeå universitet,Onkologi
-
- Antti, Henrik, 1970- (author)
- Umeå universitet,Kemiska institutionen
-
- Bergenheim, A Tommy (author)
- Umeå universitet,Klinisk neurovetenskap
-
show less...
-
(creator_code:org_t)
- 2010-04-22
- 2010
- English.
-
In: Journal of Proteome Research. - : American Chemical Society (ACS). - 1535-3893 .- 1535-3907. ; 9:6, s. 2909-2919
- Related links:
-
https://urn.kb.se/re...
-
show more...
-
https://doi.org/10.1...
-
show less...
Abstract
Subject headings
Close
- We employed stereotactic microdialysis to sample extracellular fluid intracranially from glioblastoma patients, before and during the first five days of conventional radiotherapy treatment. Microdialysis catheters were implanted in the contrast enhancing tumor as well as in the brain adjacent to tumor (BAT). Reference samples were collected subcutaneously from the patients' abdomen. The samples were analyzed by gas chromatography-time-of-flight mass spectrometry (GC-TOF MS), and the acquired data was processed by hierarchical multivariate curve resolution (H-MCR) and analyzed with orthogonal partial least-squares (OPLS). To enable detection of treatment-induced alterations, the data was processed by individual treatment over time (ITOT) normalization. One-hundred fifty-one metabolites were reliably detected, of which 67 were identified. We found distinct metabolic differences between the intracranially collected samples from tumor and the BAT region. There was also a marked difference between the intracranially and the subcutaneously collected samples. Furthermore, we observed systematic metabolic changes induced by radiotherapy treatment among both tumor and BAT samples. The metabolite patterns affected by treatment were different between tumor and BAT, both containing highly discriminating information, ROC values of 0.896 and 0.821, respectively. Our findings contribute to increased molecular knowledge of basic glioblastoma pathophysiology and point to the possibility of detecting metabolic marker patterns associated to early treatment response.
Subject headings
- NATURVETENSKAP -- Kemi (hsv//swe)
- NATURAL SCIENCES -- Chemical Sciences (hsv//eng)
Keyword
- chemometrics
- gas chromatography-mass spectrometry
- glioblastoma
- metabolomics
- predictive metabolomics
- radiotherapy
- treatment response
Publication and Content Type
- ref (subject category)
- art (subject category)
Find in a library
To the university's database
- By the author/editor
-
Wibom, Carl, 197 ...
-
Surowiec, Izabel ...
-
Mörén, Lina, 198 ...
-
Bergström, Per
-
Johansson, Mikae ...
-
Antti, Henrik, 1 ...
-
show more...
-
Bergenheim, A To ...
-
show less...
- About the subject
-
- NATURAL SCIENCES
-
NATURAL SCIENCES
-
and Chemical Science ...
- Articles in the publication
-
Journal of Prote ...
- By the university
-
Umeå University