Superresolution Fluorescence Microscopy of Platelet Subcellular Structures as a Potential Tumor Liquid Biopsy.
Peng XuHuan DengZhenya HongSimei ZhongFeifan ChenLiangliang WangZhenhao WangYu MeiZiying LuoZiliang HeHaiwen LiChao GanHuaqiu ZhangYan MaZhiqiang HanYu-Hui ZhangPublished in: Small methods (2023)
Blood-based tumor liquid biopsies are promising as an alternative or complement to tissue biopsies due to their noninvasiveness, convenience, and safety, and there is still a great demand for the discovery of new biomarkers for these biopsies. Here, nanoscale distribution patterns of subcellular structures in platelets, as imaged by structured illumination superresolution fluorescence microscopy, as a new type of potential biomarker for tumor liquid biopsies are presented. A standardized protocol for platelet sample preparation and developed an automated high-throughput image analysis workflow is established. The diagnostic capability based on the statistical analysis of 280 000 superresolution images of individual platelets from a variety of tumor patients, benign mass patients, and healthy volunteers (n = 206) is explored. These results suggest that the nanoscale distribution patterns of α-granules in platelets have the potential to be biomarkers for several cancers, including glioma and cervical, endometrial, and ovarian cancers, facilitating not only diagnosis but also therapeutic monitoring. This study provides a promising novel type of platelet parameter for tumor liquid biopsies at the subcellular level rather than the existing cellular or molecular level and opens up a new avenue for clinical applications of superresolution imaging techniques.
Keyphrases
- high throughput
- high resolution
- end stage renal disease
- single molecule
- ejection fraction
- ultrasound guided
- chronic kidney disease
- ionic liquid
- randomized controlled trial
- atomic force microscopy
- small molecule
- risk assessment
- single cell
- molecularly imprinted
- machine learning
- patient reported
- quantum dots
- energy transfer
- mass spectrometry
- red blood cell
- photodynamic therapy
- liquid chromatography
- climate change
- human health
- fine needle aspiration