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Quantum Dot Encoding for In-Solution Single-Molecule Biomarker Counting in Metastatic Prostate Cancer

  • Chia Wei Kuo
  • , Siva Nalla
  • , Suresh Sarkar
  • , Wonseok Lee
  • , Liang Wang
  • , Manish Kohli
  • , Andrew M. Smith

Research output: Contribution to journal › Article › peer-review

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 languageEnglish (US)
Pages (from-to)15949-15962
Number of pages14
JournalACS Nano
Volume20
Issue number22
Early online dateMay 25 2026
DOIs
StatePublished - 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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