Ultrafast plasmonic and real-time label-free polymerase chain reaction for point-of-care diagnostics
Bibliographic record
Abstract
In response to the need of the world's medical community for accurate and immediate identification of infectious diseases, many researchers have focused on adapting the gold-standard molecular diagnostic method, polymerase chain reaction (PCR), to point-of-care (POC) applications.Despite all advances in microfluidic PCR as an alternative to bulky, slow, and powerintensive conventional thermocyclers, a simple-to-operate/fabricate PCR device is still lacking.In this thesis, we introduce a miniature plasmonic PCR thermocycler in which fast DNA amplification is derived from efficient photothermal heating of suspended gold nanorods (AuNRs) inside PCR reaction by a small-scale vertical-cavity surface-emitting laser (VCSEL).Using this method, we demonstrate 30 cycle-assay time of sub-ten-minute for successful Chlamydia Trachomatis DNA amplification in 20 L total PCR sample volume containing 2.5 nM AuNRs.Furthermore, we report an ultrasensitive real-time amplicon detection strategy which is based on cycle-by-cycle monitoring 260 nm absorption of PCR reaction.This was accomplished by irradiating PCR sample with a UV LED and collecting the transmitted optical power by a photodetector.UV absorption dependency on nucleotides' structural degree of freedom gives rise to distinctive features in the shape of UV amplification curves for PCR results determination (success/fail) and amplicon quantification with a high detection sensitivity of one DNA copy.This is the first demonstration of a compact plasmonic thermocycler combined with a real-time fluorophore-free quantitative amplicon detection system.The small footprint of the proposed PCR device stems from hardware miniaturization while abundant sample volume facilitates highly sensitive detection and fluid-handling required for on-field sample analysis.This simple, portable, and rapid PCR device is the first proof-of-concept demonstration of combining plasmonic DNA amplification and UV detection towards POC molecular diagnostics.More importantly, the realtime detection method is universal and purely optical solely dependent on standard PCR reagent (nucleotides) circumventing the need for the complicated and costly design of target-specific probes.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".