Rapid PCR-based diagnosis of superficial mycoses with ROC-optimized cutoffs

ABSTRACT Fluorescence microscopy and fungal culture are the primary diagnostic methods for superficial fungal infections, but they are limited by low sensitivity and long turnaround time, respectively. We determined the optimal cycle threshold (Ct) cutoff for a novel multiplex PCR assay (iFIND) using receiver operating characteristic analysis and evaluated whether a “microscopy + iFIND” combined strategy improves diagnostic performance. This prospective study enrolled 113 patients with suspected superficial mycoses. Specimens underwent fluorescence microscopy, fungal culture, and automated iFIND. Using a composite reference standard, we calculated positive percent agreement (PPA), negative percent agreement, and overall percent agreement. Cohen’s kappa and McNemar’s test assessed inter-method agreement. To mitigate verification bias, we performed a sensitivity analysis excluding cases diagnosed solely by clinical response. Internal bootstrap validation (1,000 resamples) was used to assess overfitting of the Ct cutoff. The optimal Ct cutoff for any fungal infection was 32.66 (area under the curve [AUC] = 0.746). Bootstrap validation confirmed robustness (optimism-corrected AUC = 0.7431, optimism = 0.00275, bias-corrected and accelerated 95% confidence interval for cutoff: 32.5–33.7). iFIND showed excellent discrimination for Epidermophyton (AUC = 0.824) and Trichophyton (AUC = 0.834). The combined approach achieved a PPA of 65.6%, superior to microscopy alone (50.0%, P < 0.001) and comparable to culture (75.0%, P = 0.701), while reducing turnaround time from weeks to <3 h. Sensitivity analysis excluding 15 clinically diagnosed cases yielded consistent results: iFIND alone PPA = 46.9% (23/49), combined strategy PPA = 69.4% (34/49). iFIND detected an additional 17.2% of infections missed by conventional methods. The iFIND assay is a rapid, accurate tool for superficial mycoses. The microscopy + iFIND strategy combines speed and sensitivity, offering culture-comparable utility with substantially faster results. However, positive results should be interpreted in a clinical context to avoid overtreatment. IMPORTANCE Fungal skin infections affect one in four people worldwide, but current diagnostic methods are either insensitive (microscopy) or painfully slow (culture, taking 2–4 weeks). This study validates a rapid PCR test that delivers results in under 3 h and, when combined with microscopy, matches the accuracy of culture. By establishing a data-driven cutoff value for test positivity and using rigorous statistical methods to confirm its reliability, we provide a practical framework that clinics can adopt immediately. The combined strategy reduces diagnostic delay, enabling same-day treatment decisions and reducing unnecessary antibiotic use. This is especially critical, given the global spread of antifungal-resistant strains, where rapid genus-level identification can guide appropriate therapy and curb resistance. Our approach offers an actionable, culture-comparable solution for routine clinical practice, directly addressing the urgent need for faster, more accurate fungal diagnostics worldwide.

Authors

Institutions

Publication Details

Journal
Microbiology Spectrum
Published
2026-08-14
DOI
https://doi.org/10.1128/spectrum.01357-26
Primary Topic
Nail Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Rapid PCR-based diagnosis of superficial mycoses with ROC-optimized cutoffs

Xindi Ma, Mingjing Wei, Guo Chen, Yuyuan Xue et al.
Microbiology Spectrum
Nail Diseases and Treatments
article

Rapid PCR-based diagnosis of superficial mycoses with ROC-optimized cutoffs

Xindi Ma, Mingjing Wei, Guo Chen, Yuyuan Xue, Yuhang Mei, Min Zhu, Junhao Zhu, Li Li
article en

Abstract

ABSTRACT Fluorescence microscopy and fungal culture are the primary diagnostic methods for superficial fungal infections, but they are limited by low sensitivity and long turnaround time, respectively. We determined the optimal cycle threshold (Ct) cutoff for a novel multiplex PCR assay (iFIND) using receiver operating characteristic analysis and evaluated whether a “microscopy + iFIND” combined strategy improves diagnostic performance. This prospective study enrolled 113 patients with suspected superficial mycoses. Specimens underwent fluorescence microscopy, fungal culture, and automated iFIND. Using a composite reference standard, we calculated positive percent agreement (PPA), negative percent agreement, and overall percent agreement. Cohen’s kappa and McNemar’s test assessed inter-method agreement. To mitigate verification bias, we performed a sensitivity analysis excluding cases diagnosed solely by clinical response. Internal bootstrap validation (1,000 resamples) was used to assess overfitting of the Ct cutoff. The optimal Ct cutoff for any fungal infection was 32.66 (area under the curve [AUC] = 0.746). Bootstrap validation confirmed robustness (optimism-corrected AUC = 0.7431, optimism = 0.00275, bias-corrected and accelerated 95% confidence interval for cutoff: 32.5–33.7). iFIND showed excellent discrimination for Epidermophyton (AUC = 0.824) and Trichophyton (AUC = 0.834). The combined approach achieved a PPA of 65.6%, superior to microscopy alone (50.0%, P < 0.001) and comparable to culture (75.0%, P = 0.701), while reducing turnaround time from weeks to <3 h. Sensitivity analysis excluding 15 clinically diagnosed cases yielded consistent results: iFIND alone PPA = 46.9% (23/49), combined strategy PPA = 69.4% (34/49). iFIND detected an additional 17.2% of infections missed by conventional methods. The iFIND assay is a rapid, accurate tool for superficial mycoses. The microscopy + iFIND strategy combines speed and sensitivity, offering culture-comparable utility with substantially faster results. However, positive results should be interpreted in a clinical context to avoid overtreatment. IMPORTANCE Fungal skin infections affect one in four people worldwide, but current diagnostic methods are either insensitive (microscopy) or painfully slow (culture, taking 2–4 weeks). This study validates a rapid PCR test that delivers results in under 3 h and, when combined with microscopy, matches the accuracy of culture. By establishing a data-driven cutoff value for test positivity and using rigorous statistical methods to confirm its reliability, we provide a practical framework that clinics can adopt immediately. The combined strategy reduces diagnostic delay, enabling same-day treatment decisions and reducing unnecessary antibiotic use. This is especially critical, given the global spread of antifungal-resistant strains, where rapid genus-level identification can guide appropriate therapy and curb resistance. Our approach offers an actionable, culture-comparable solution for routine clinical practice, directly addressing the urgent need for faster, more accurate fungal diagnostics worldwide.

Microbiology Spectrum
Fudan University (CN), Huashan Hospital (CN)
National Natural Science Foundation of China
Reduced inequalities, Peace, Justice and strong institutions
Openalex Percentile: Top 9%
Nail Diseases and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.