IR spectral imaging for histopathological characterization of xenografted human colon carcinomas.
This study aims to develop IR imaging of tumor tissues for generating an automated IR-based histology. Formalin-fixed paraffin-embedded xenografts of human colon carcinomas were analyzed. Chemometric and statistical multivariate treatments of spectral data permitted to probe the intrinsic chemical composition of tissues, directly from paraffinized sections without previous dewaxing. Reconstructed color-coded spectral images revealed a marked tumor heterogeneity. We identified three spectral clusters associated to tumoral tissues, whereas HE staining revealed only a single structure. Nine other clusters were assigned to either necrotic or host tissues. This spectral histology proved to be consistent over multiple passages of the same xenografted tumor confirming that intratumoral heterogeneity was maintained over time. In addition, developing an innovative image analysis, based on the quantification of neighboring pixels, permitted the identification of two main sequences of spectral clusters related to the tissue spatial organization. Molecular attribution of the spectral differences between the tumor clusters revealed differences of transcriptional activity within these tumor tissue subtypes. In conclusion, IR spectral imaging proves to be highly effective both for reproducible tissue subtype recognition and for tumor heterogeneity characterization. This may represent an attractive tool for routine high throughput diagnostic challenges, independent from visual morphology.
Wolthuis
Rolf
R
MéDIAN UMR CNRS 6237 MEDyC, Université de Reims Champagne-Ardenne, UFR Pharmacie, 51 rue Cognacq-Jay, 51096 Reims Cedex, France.
Travo
Adrian
A
Nicolet
Céline
C
Neuville
Agnès
A
Gaub
Marie-Pierre
MP
Guenot
Dominique
D
Ly
Elodie
E
Manfait
Michel
M
Jeannesson
Pierre
P
Piot
Olivier
O
D000818:Animals; D002277:Carcinoma / Q000473:pathology*; D003110:Colonic Neoplasms / Q000473:pathology*; D004801:Eosine Yellowish-(YS); D005260:Female; D006416:Hematoxylin; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008297:Male; D016612:Paraffin Embedding; D015203:Reproducibility of Results; D013055:Spectrophotometry, Infrared / Q000379:methods*; D013194:Staining and Labeling; D014183:Transplantation, Heterologous / Q000473:pathology
D004801:Eosine Yellowish-(YS); D006416:Hematoxylin