Unknown

Dataset Information

0

Exploiting heat shock protein expression to develop a non-invasive diagnostic tool for breast cancer.


ABSTRACT: Leveraging the unique surface expression of heat shock protein 90 (Hsp90) in breast cancer provides an exciting opportunity to develop rapid diagnostic tests at the point-of-care setting. Hsp90 has previously been shown to have elevated expression levels across all breast cancer receptor subtypes. We have developed a non-destructive strategy using HS-27, a fluorescently-tethered Hsp90 inhibitor, to assay surface Hsp90 expression on intact tissue specimens and validated our approach in clinical samples from breast cancer patients across estrogen receptor positive, Her2-overexpressing, and triple negative receptor subtypes. Utilizing a pre-clinical biopsy model, we optimized three imaging parameters that may affect the specificity of HS-27 based diagnostics - time between tissue excision and staining, agent incubation time, and agent dose, and translated our strategy to clinical breast cancer samples. Findings indicated that HS-27 florescence was highest in tumor tissue, followed by benign tissue, and finally followed by mammoplasty negative control samples. Interestingly, fluorescence in tumor samples was highest in Her2+ and triple negative subtypes, and inversely correlated with the presence of tumor infiltrating lymphocytes indicating that HS-27 fluorescence increases in aggressive breast cancer phenotypes. Development of a Gaussian support vector machine classifier based on HS-27 fluorescence features resulted in a sensitivity and specificity of 82% and 100% respectively when classifying tumor and benign conditions, setting the stage for rapid and automated tissue diagnosis at the point-of-care.

SUBMITTER: Crouch BT 

PROVIDER: S-EPMC6400939 | biostudies-literature | 2019 Mar

REPOSITORIES: biostudies-literature

altmetric image

Publications

Exploiting heat shock protein expression to develop a non-invasive diagnostic tool for breast cancer.

Crouch Brian T BT   Gallagher Jennifer J   Wang Roujia R   Duer Joy J   Hall Allison A   Soo Mary Scott MS   Hughes Philip P   Haystead Timothy T   Ramanujam Nirmala N  

Scientific reports 20190305 1


Leveraging the unique surface expression of heat shock protein 90 (Hsp90) in breast cancer provides an exciting opportunity to develop rapid diagnostic tests at the point-of-care setting. Hsp90 has previously been shown to have elevated expression levels across all breast cancer receptor subtypes. We have developed a non-destructive strategy using HS-27, a fluorescently-tethered Hsp90 inhibitor, to assay surface Hsp90 expression on intact tissue specimens and validated our approach in clinical s  ...[more]

Similar Datasets

| S-EPMC3816649 | biostudies-literature
| S-EPMC9461143 | biostudies-literature
2025-05-06 | PXD042101 | Pride
| S-EPMC10815085 | biostudies-literature
| S-EPMC8506729 | biostudies-literature
| S-EPMC9115641 | biostudies-literature
| S-EPMC8452747 | biostudies-literature
| S-EPMC4085713 | biostudies-literature
| S-EPMC10986011 | biostudies-literature
| S-EPMC4132679 | biostudies-literature