Evidence map›Paper›PMID 42599092›Full record

ArticleMicrobiology spectrum2026

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

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

Abstract readEvaluation Study
In one paragraph

Article in Microbiology spectrum, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Yuyuan Xue *Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.ORCID 0009-0000-9449-4619
Mingjing Wei *Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
Yuhang Mei *Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
Xindi MaDepartment of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
Li LiDepartment of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
Junhao ZhuDepartment of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
Guo ChenDepartment of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
Min ZhuDepartment of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.ORCID 0009-0009-8211-520X

Funding

National Natural Science Foundation of China 82273544
6 · The paper itself

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 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.

Indexed as

DermatomycosesFungiMultiplex Polymerase Chain ReactionMycosesAdultAgedFemaleHumansMaleMicroscopy, FluorescenceMiddle AgedProspective StudiesROC CurveSensitivity and Specificitycombined testingdiagnostic accuracymultiplex PCRROC curvesuperficial mycoses

Identifiers

PMID42599092
PMCPMC13532267

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.