posted on 2025-02-28, 09:29authored byYounseong Song, Hyunji Park, Prudhvi Thirumalaraju, Niveditha Kovilakath, Joseph Michael Hardie, Arafeh Bigdeli, Yueying Bai, Sukbeom Chang, Jungmin Yoo, Manoj Kumar Kanakasabapathy, Sungwan Kim, Juhyeon Chun, Hui Chen, Jonathan Z. Li, Athe M. Tsibris, Daniel R. Kuritzkes, Hadi Shafiee
Digital nucleic acid assays, known for their high sensitivity
and
specificity, typically rely on fluorescent readouts and expensive
and complex nanowell manufacturing, which constrain their broader
use in point-of-care (POC) application. Here, we introduce an alternative
digital molecular diagnostics, termed dCRISTOR, by seamlessly integrating
deactivated Cas9 (dCas9)-engineered micromotors, extraction-free loop-mediated
isothermal amplification (LAMP), low-cost bright field microscopy,
and deep learning-enabled image processing. The micromotor, composed
of a polystyrene sphere attached to a magnetic bead, incorporates
a dCas9 ribonucleoprotein complex. The presence of human immunodeficiency
virus-1 (HIV-1) RNA in a sample results in the formation of large-sized
amplicons that can be specifically captured by the micromotors, reducing
their velocity induced by an external magnetic field. The micromotor
is propelled by an external magnetic field, which eliminates the need
for chemical fuels, reducing system complexity, and allowing for precise
control over micromotor movement, enhancing accuracy and reliability.
A convolutional neural network classification-based multiobject tracking
algorithm, CNN-MOT, accurately measures the change in micromotor motion,
facilitating the binary digital assay format (“1” or
“0”) for simplified result interpretation without user
bias. Incorporating an extraction-free LAMP assay streamlines the
dCRISTOR workflow, enabling qualitative HIV-1 detection in spiked
plasma (n = 21) that demonstrates 100% sensitivity
and specificity and achieves a limit of detection (LOD) of 0.96 copies/μL.
The assay also achieved 100% correlation with reverse transcription-quantitative
polymerase chain reaction (RT-qPCR) in clinical patient samples (n = 9). The dCRISTOR assay, a label-free digital nucleic
acid testing system that eliminates the need for fluorescence readouts,
absorbance measurements, or expensive manufacturing processes, represents
a substantial advancement in digital viral RNA diagnostics.