Abstract
Digital assays are in wide development for biomarker quantification at the single-molecule level, but the common use of surface pull-down steps limits both analytical sensitivity and throughput. Here, we develop surface-free, wash-free, in-solution assays with an analytical sensitivity slope approaching unity for sequence-specific counting of microRNAs (miRs) relevant to metastatic castration-resistant prostate cancer (mCRPC). These assays are enabled by DNA nanoflowers (DNFs) densely encoded with ∼200 fluorescent quantum dots (QDs) that assemble in situ stoichiometrically to miRs. The QD-DNFs are detected as single events in solution by fluorescence microscopy or flow cytometry without washing away unbound labels. A ∼10 aM limit of detection and high agreement with absolute target count (intraclass correlation coefficient = 0.95) were achieved by machine learning-guided assay optimization, providing the potential for calibration-free measurements. Multiple miR sequences could be distinguished through ratiometric and colorimetric (5-color) QD signatures with a single excitation source for flexible detection in static solution or flow streams. The assays were applied to detect exosomal miRs from small-volume plasma from mCRPC patients and showed strong agreement with RT-qPCR, with more reliable detection of the trace prognostic biomarker miR-375. Consistent with our prior reports using large volume blood draws, higher plasma levels of miR-375 were associated with poor survival of patients with mCRPC. We anticipate that in-solution counting can increase the robustness of trace biomarker analysis needed for the advancement of cancer precision medicine.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 15949-15962 |
| Number of pages | 14 |
| Journal | ACS Nano |
| Volume | 20 |
| Issue number | 22 |
| Early online date | May 25 2026 |
| DOIs | |
| State | Published - Jun 9 2026 |
Keywords
- amplicon
- barcode
- diagnosis
- multiplex
- nanocrystal
- oncology
- self-assembly
ASJC Scopus subject areas
- General Materials Science
- General Engineering
- General Physics and Astronomy
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