Optical Analysis of Glioma: Fourier-Transform Infrared Spectroscopy Reveals the IDH1 Mutation Status
Somatic mutations in the human cytosolic isocitrate dehydrogenase 1 ( ) gene cause profound changes in cell metabolism and are a common feature of gliomas with unprecedented predictive and prognostic impact. Fourier-transform infrared (FT-IR) spectroscopy addresses the molecular composition of cells...
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Veröffentlicht in: | Clinical cancer research 2018-06, Vol.24 (11), p.2530-2538 |
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Sprache: | eng |
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Zusammenfassung: | Somatic mutations in the human cytosolic isocitrate dehydrogenase 1 (
) gene cause profound changes in cell metabolism and are a common feature of gliomas with unprecedented predictive and prognostic impact. Fourier-transform infrared (FT-IR) spectroscopy addresses the molecular composition of cells and tissue and was investigated to deduct the
mutation status.
We tested the technique on human cell lines that were transduced with wild-type
or mutated
and on 34 human glioma samples. IR spectra were acquired at 256 positions from cell pellets or tissue cryosections. Moreover, IR spectra were obtained from fresh, unprocessed biopsies of 64 patients with glioma.
mutation was linked to changes in spectral bands assigned to molecular groups of lipids and proteins in cell lines and human glioma. The spectra of cryosections of brain tumor samples showed high interpatient variability, for example, bands related to calcifications at 1113 cm
However, supervised classification recognized relevant spectral regions at 1103, 1362, 1441, 1485, and 1553 cm
and assigned 88% of the tumor samples to the correct group. Similar spectral positions allowed the classification of spectra of fresh biopsies with an accuracy of 86%.
Here, we show that vibrational spectroscopy reveals the
genotype of glioma. Because it can provide information in seconds, an implementation into the intraoperative workflow might allow simple and rapid online diagnosis of the
genotype. The intraoperative confirmation of
mutation status might guide the decision to pursue definitive neurosurgical resection and guide future
therapies of infiltrative gliomas.
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ISSN: | 1078-0432 1557-3265 |
DOI: | 10.1158/1078-0432.CCR-17-1795 |