» Articles » PMID: 27460472

Pseudo-HE Images Derived from CARS/TPEF/SHG Multimodal Imaging in Combination with Raman-spectroscopy As a Pathological Screening Tool

Overview
Journal BMC Cancer
Publisher Biomed Central
Specialty Oncology
Date 2016 Jul 28
PMID 27460472
Citations 26
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Due to the steadily increasing number of cancer patients worldwide the early diagnosis and treatment of cancer is a major field of research. The diagnosis of cancer is mostly performed by an experienced pathologist via the visual inspection of histo-pathological stained tissue sections. To save valuable time, low quality cryosections are frequently analyzed with diagnostic accuracies that are below those of high quality embedded tissue sections. Thus, alternative means have to be found that enable for fast and accurate diagnosis as the basis of following clinical decision making.

Methods: In this contribution we will show that the combination of the three label-free non-linear imaging modalities CARS (coherent anti-Stokes Raman-scattering), TPEF (two-photon excited autofluorescence) and SHG (second harmonic generation) yields information that can be translated into computational hematoxylin and eosin (HE) images by multivariate statistics. Thereby, a computational HE stain is generated resulting in pseudo-HE overview images that allow for identification of suspicious regions. The latter are analyzed further by Raman-spectroscopy retrieving the tissue's molecular fingerprint.

Results: The results suggest that the combination of non-linear multimodal imaging and Raman-spectroscopy possesses the potential as a precise and fast tool in routine histopathology.

Conclusions: As the key advantage, both optical methods are non-invasive enabling for further pathological investigations of the same tissue section, e.g. a direct comparison with the current pathological gold-standard.

Citing Articles

Endomicroscopic AI-driven morphochemical imaging and fs-laser ablation for selective tumor identification and selective tissue removal.

Calvarese M, Corbetta E, Contreras J, Bae H, Lai C, Reichwald K Sci Adv. 2024; 10(50):eado9721.

PMID: 39661684 PMC: 11633757. DOI: 10.1126/sciadv.ado9721.


MMIR: an open-source software for the registration of multimodal histological images.

Escobar Diaz Guerrero R, Oliveira J, Popp J, Bocklitz T BMC Med Inform Decis Mak. 2024; 24(1):65.

PMID: 38443881 PMC: 10916274. DOI: 10.1186/s12911-024-02424-3.


Learned end-to-end high-resolution lensless fiber imaging towards real-time cancer diagnosis.

Wu J, Wang T, Uckermann O, Galli R, Schackert G, Cao L Sci Rep. 2022; 12(1):18846.

PMID: 36344626 PMC: 9640670. DOI: 10.1038/s41598-022-23490-5.


Raman and fluorescence micro-spectroscopy applied for the monitoring of sunitinib-loaded porous silicon nanocontainers in cardiac cells.

Tolstik E, Gongalsky M, Dierks J, Brand T, Pernecker M, Pervushin N Front Pharmacol. 2022; 13:962763.

PMID: 36016563 PMC: 9397571. DOI: 10.3389/fphar.2022.962763.


CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease.

Tolstik E, Ali N, Guo S, Ebersbach P, Mollmann D, Arias-Loza P Int J Mol Sci. 2022; 23(10).

PMID: 35628155 PMC: 9142043. DOI: 10.3390/ijms23105345.


References
1.
Berezin M, Achilefu S . Fluorescence lifetime measurements and biological imaging. Chem Rev. 2010; 110(5):2641-84. PMC: 2924670. DOI: 10.1021/cr900343z. View

2.
Weissleder R . Molecular imaging in cancer. Science. 2006; 312(5777):1168-71. DOI: 10.1126/science.1125949. View

3.
Netto G, Saad R, Dysert 2nd P . Diagnostic molecular pathology: current techniques and clinical applications, part I. Proc (Bayl Univ Med Cent). 2005; 16(4):379-83. PMC: 1214554. DOI: 10.1080/08998280.2003.11927931. View

4.
Zhang X, Roeffaers M, Basu S, Daniele J, Fu D, Freudiger C . Label-free live-cell imaging of nucleic acids using stimulated Raman scattering microscopy. Chemphyschem. 2012; 13(4):1054-9. PMC: 3516876. DOI: 10.1002/cphc.201100890. View

5.
Christian K, Johanna M, Werner A, Kathrin B, Tesfay G, Robert H . Raman difference spectroscopy: a non-invasive method for identification of oral squamous cell carcinoma. Biomed Opt Express. 2014; 5(9):3252-65. PMC: 4230857. DOI: 10.1364/BOE.5.003252. View