Abstract
Pancreatic cancer, ranking as the third factor in cancer-related deaths, necessitates enhanced diagnostic measures through early detection. In response, SiMoT-Single-molecule with a large Transistor multiplexing array, achieving a Technology Readiness Level of 5, is proposed for a timely identification of pancreatic cancer precursor cysts and is benchmarked against the commercially available chemiluminescent immunoassay SIMOA (Single molecule array) SP-X System. A cohort of 39 samples, comprising 33 cyst fluids and 6 blood plasma specimens, undergoes detailed examination with both technologies. The SiMoT array targets oncoproteins MUC1 and CD55, and oncogene KRAS, while the SIMOA SP-X planar technology exclusively focuses on MUC1 and CD55. Employing Principal Component Analysis (PCA) for multivariate data processing, the SiMoT array demonstrates effective discrimination of malignant/pre-invasive high-grade or potentially malignant low-grade pancreatic cysts from benign non-mucinous cysts. Conversely, PCA analysis applied to SIMOA assay reveals less effective differentiation ability among the three cyst classes. Notably, SiMoT unique capability of concurrently analyzing protein and genetic markers with the threshold of one single molecule in 0.1 mL positions it as a comprehensive and reliable diagnostic tool. The electronic response generated by the SiMoT array facilitates direct digital data communication, suggesting potential applications in the development of field-deployable liquid biopsy.
| Original language | English |
|---|---|
| Article number | 2308141 |
| Pages (from-to) | e2308141 |
| Number of pages | 14 |
| Journal | Advanced Science |
| Volume | 11 |
| Issue number | 27 |
| DOIs | |
| Publication status | Published - 17 Jul 2024 |
Bibliographical note
Publisher Copyright:© 2024 The Authors. Advanced Science published by Wiley-VCH GmbH.
Funding
H2020 \u2013 Electronic Smart Systems \u2013 SiMBiT: Single\u2010molecule bio\u2010electronic smart system array for clinical testing (Grant agreement ID: 824946), NoOne\u2010A binary sensor with a single\u2010molecule digit to discriminate biofluids enclosing zero or at least one biomarker, ERC Stg2021, GA:101040383, Svenska Tekniska Vetenskapsakademien i Finland and CSGI are acknowledged for partial financial support. H2020 \u2013 Electronic Smart Systems \u2013 SiMBiT: Single-molecule bio-electronic smart system array for clinical testing (Grant agreement ID: 824946), NoOne-A binary sensor with a single-molecule digit to discriminate biofluids enclosing zero or at least one biomarker, ERC Stg2021, GA:101040383, Svenska Tekniska Vetenskapsakademien i Finland and CSGI are acknowledged for partial financial support.
Keywords
- bioelectronic transistors
- liquid biopsy
- multivariate data processing
- SIMOA-single-molecule-array-
- SiMoT-single-molecule-with-a-large-transistor
- single-molecule biosensors
- Immunoassay/methods
- Pancreatic Cyst/diagnosis
- Humans
- Proto-Oncogene Proteins p21(ras)/genetics
- Luminescent Measurements/methods
- Biomarkers, Tumor/genetics
- Pancreatic Neoplasms/diagnosis
- Sensitivity and Specificity
- Principal Component Analysis/methods