Evidence map›Paper›PMID 41552701›Full record

ArticleJAAD international2026

In vivo molecular skin fluorescence imaging for noninvasive assessment of atypical nevi and melanoma: A validation trial.

Douglas Grossman, Elizabeth Berry, Justin M Ko, Raja Sivamani, Serena Mraz, Sunil S Dhawan, Kevin Manbeck, Amit Shachaf, Shamika Majmudar, Catherine Shachaf and 1 more

Abstract read
In one paragraph

Article in JAAD international, 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

11 authors.

Douglas GrossmanDepartment of Dermatology, University of Utah Health Sciences Center, Salt Lake City, Utah.
Elizabeth BerryDepartment of Dermatology, Oregon Health & Science University, Portland, Oregon.
Justin M KoDepartment of Dermatology, Stanford University School of Medicine, Stanford, California.
Raja SivamaniPacific Skin Institute, Sacramento, California.
Serena MrazSolano Dermatology Associates, Vallejo, California.
Sunil S DhawanCenter for Dermatology Cosmetic and Laser Surgery, Fremont, California.
Kevin ManbeckOrlucent Inc., Los Gatos, California.
Amit ShachafOrlucent Inc., Los Gatos, California.
Shamika MajmudarOrlucent Inc., Los Gatos, California.
Catherine ShachafOrlucent Inc., Los Gatos, California.
Sancy LeachmanDepartment of Dermatology, University of Utah Health Sciences Center, Salt Lake City, Utah.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Current visual assessments and assistive technologies for melanoma detection primarily focus on detecting morphological changes, often requiring invasive biopsies for confirmation. Objective: To determine the efficacy of skin fluorescent imaging (SFI), a novel noninvasive technology for detection of αvβ3 integrin in the tumor microenvironment, for discrimination of benign from malignant melanocytic lesions. Methods: A prospective validation trial evaluated 240 clinically suspicious cutaneous pigmented lesions prior to biopsy in 6 academic and community dermatology clinics in California, Utah, and Oregon. Results: The distribution of lesions included 99 (41%) lesions without dysplasia, 59 (25%) nevi with low-grade dysplasia, 51 (21%) nevi with high-grade dysplasia, 20 (8.3%) melanoma in situ, and 11 invasive melanomas (4.6%). SFI cutoff scores of 5 and 7 demonstrated sensitivities of 93% and 87% and specificities of 77% and 91%, respectively, for discrimination of lesions with no or low-grade dysplasia from those with high-grade dysplasia or melanomas. The area under the receiver operating characteristic curve was 0.907 (95% CI 0.864-0.951, Limitations: This was a single-arm trial. Conclusions: SFI demonstrated high sensitivity and specificity for discriminating low-risk from high-risk lesions, representing a promising approach to enhance evaluation of clinically concerning pigmented lesions and reduce unnecessary biopsies.

Indexed as

clinical studyfluorescence imagingmelanomanevustissue remodelingαvβ3 integrin

Identifiers

PMID41552701
PMCPMC12805332

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Registered trials

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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 OpenQuestion graph.