Background
Invasive and in situ cutaneous melanoma is a type of skin cancer that is diagnosed in over 178,000 patients annually in the United States. Over 9,300 people die from cutaneous melanoma in the US per year.1 Detecting melanomas at their earliest stages (melanoma in situ (MIS) / Stage 1) impacts disease outcome and patient survival. The 5-year relative survival rate from diagnosis for localized, early melanoma is over 98%, but less than 20% for melanoma that has spread to distant sites.2 The generally well accepted approach to assessing pigmented lesions includes visual inspection followed by surgical biopsy and histopathologic analysis of the biopsied tissue.3-12 One large study assessing dermatologists’ biopsy decisions using existing decision making tools is approximately 25.3 In another study, roughly 24 biopsies were needed to diagnose 1 invasive melanoma, and roughly 12 biopsies were needed to detect either invasive melanomas or MIS.13 In summary, this approach results in many biopsies that do not lead to a melanoma diagnosis. Guidelines from the American Academy of Dermatology recommend that a prebiopsy photograph be taken to help with clinical / pathologic correlation.14
Additionally, the diagnostic yield of early stage melanoma on biopsied tissue is limited. Histopathologic assessment of early stage biopsied melanoma tissue is challenging and has significant discordance between pathologists.15-17 It also appears that under-interpretation is more common than over-interpretation of a patient who has had a biopsy,16,17 which is tantamount to missed diagnoses. Additionally, while fellowship-trained or board certified dermatopathologists tend to have a higher accuracy than other pathologists, even among this group, under-interpretation is highly prevalent.16
In summary, conventional melanoma care may lead to both biopsies of non-malignant lesions, and even in those patients who do have a biopsy, the diagnosis of a malignancy may be missed. As such, there is potential clinical utility for a test that can spare a patient the need for a biopsy.
The Pigmented Lesion Assay (PLA) was developed to address the niche of reducing the biopsy rate of non-malignant lesions.
PLA Test Description
It is a gene expression test using samples collected via adhesive patches providing a non-invasive alternative to the surgical biopsy pathway in the assessment of pigmented skin lesions.18-25 The test is positive if LINC00518 and/or PRAME (two genes known to be overexpressed in melanoma) are detected.29-30 The PLA is based on a platform technology for non-invasive genomic testing of the skin that allows the analysis of samples collected with an adhesive patch.24 Four patches are placed on a lesion. For each patch, the margin of the lesion is outlined by the clinician. This outlined tissue is dissected away from the surrounding tissue by the processing laboratory, and RNA is extracted only from the lesional tissue. In contrast to histopathologic sectioning, the adhesive patch method of tissue sampling allows the collection of tissue from the entire lesion in the plane of the skin surface. Further, genomic information obtained by adhesive patch sampling of the stratum corneum contains information from deeper epidermal cells.
Bioplausibility
The PLA has been validated against hotspot driver mutations in melanoma (e.g., BRAF other than V600E, NRAS, and the TERT promoter) that are associated with disease progression and histopathologic findings, such as mitotic counts and ulceration.26-33
Analytical and Clinical Validation
The analytical and clinical performance of the PLA is supported by multiple investigational studies as discussed below.
As noted above, trained pathologists may disagree over their assessments of pigmented skin lesions, and comparisons of pathologist’s opinions to each other or to a consensus group have been used as reference standard in studies. The clinical validity for the PLA has been assessed both using pathologist opinion and longitudinal patient outcomes.
Following early work identifying that the expression of LINC and PRAME can accurately classify pigmented lesions using a simple 2-gene detection methodology, a classifier method based on these 2 genes was used in an independent test set.20
The performance metrics of the PLA were validated by Gerami et al. against consensus panel histopathologic assessment clearly demonstrating the test’s clinical validity in the assessment of early stage pigmented lesions.20 In this study, samples were collected prospectively from multiple dermatology practices and centers, in patients 18 years of age or older, and from pigmented lesions that were suspicious for melanoma, meeting 1 or more ABCDE criteria. Clinically obvious or frank melanomas were excluded. Lesions were simultaneously sampled using the adhesive patch and surgically biopsied. Biopsy specimens underwent pathologic diagnosis from 3 independent dermatopathologists, and lesions that received a concordant diagnosis from all 3 dermatopathologists were enrolled in the study. Overall, 11% of lesions sampled had a discordant pathological read and were excluded, creating a reference set upon which there was diagnostic agreement among pathologists. A blinded evaluation of these concordant biopsy samples was performed against the PLA result. An initial training set of 157 lesions was tested and demonstrated a 91% sensitivity, 53% specificity. An independent validation set was subsequently studied that included 398 pigmented lesion samples (87 melanomas, 253 atypical pigmented lesions, 53 non-melanocytic lesions). All melanomas enrolled in the study were classified as very early stage and were either MIS or Stage 1 with a median Breslow thickness <0.5 mm. The PLA demonstrated a sensitivity of 91% and a specificity of 69%.
A separate study assessing the clinical performance of the PLA in patients who received longitudinal follow-up was also done. This study included available outcomes and clinical management decisions for PLA- and PLA+ cases at 4 US dermatology practices using the PLA commercially.18 Cases were reviewed with a minimum of 6 months to 9 months follow-up, with 273 samples of this ongoing effort having 12 months follow up. Serial dermatoscopy studies indicate that melanomas have detectable visual changes within 3 months and recommended surveillance guidelines are 3-6 months.34 For the 381 lesions evaluated in this study, the sensitivity was 95% and the specificity was 91%. While the sensitivity in this study is similar to that found in the histopathologic validation20, the specificity is higher.
Table 1 below summarizes the publications regarding analytical and clinical validation.
Summary of Performance and Utility (Table 1)
|
Published Studies and Manuscripts Demonstrating PLA Validation and Utility |
1. Analytical Validity23 |
Yao Z, et al. (2016). “Analytical Characteristics of a Noninvasive Gene Expression Assay for Pigmented Skin Lesions.” Assay and Drug Development Technologies 14.6 (2016): 355-363. |
2. Clinical Validity24 |
Yao Z, et al. “An Adhesive Patch-Based Skin Biopsy Device for Molecular Diagnostics and Skin Microbiome Studies.” Journal of Drugs in Dermatology 16.10 (2017): 611-618 |
3.Clinical Validity19 |
Gerami P, et al. “Development and validation of a noninvasive 2-gene molecular assay for cutaneous melanoma.” J Am Acad Dermatol 76.1 (2017): 114-120.
- 398 validation samples, 157 training samples.
- PLA performance accuracy: 91% sensitive and 69% specific, NPV 99%
|
4. Clinical Validity and Utility17 |
Ferris L, et al. (2017). Real-World Performance and Utility of a Non-Invasive Gene Expression Assay to Evaluate Melanoma Risk in Pigmented Lesions. Melanoma Research, 2018,
- Analysis of 381 patients, yielding 51 PLA+ and 330 PLA- tests.
- PLA sensitivity 95%, specificity 91%.
- The test guides clinical management of lesions:
§ 99% of PLA- tests underwent surveillance pathway § 100% of PLA+ tests received biopsy
- Zero missed melanomas in the follow up period
- Number of biopsies needed per melanoma found 2.7
- Number of excisions needed per melanoma found 1.6
- Visual assessment/histopathology pathway sensitivity 84%
|
5. Clinical Validity18 |
Ferris et al. (2017) Utility of a noninvasive 2-gene molecular assay for cutaneous melanoma and effect on the decision to biopsy. JAMA Dermatology 153:675-680.
- 45 dermatologists evaluated 60 clinical and dermatoscopic images plus patient and lesion history.
- Both sensitivity and specificity improved with PLA results over clinical evaluation alone (specificity 32%→ 57%; sensitivity 95% →99%).
|
Clinical Utility
A review of over 20,000 commercial PLA results indicated that 88% of reported PLA tests were negative and 12% were positive22. This combined with the finding in a 2017 study of 18,715 surgical biopsies of pigmented lesions showing that 83% of the lesions biopsied were either benign or mildly atypical lesions,13 suggests that if the test has sufficient clinical performance to rule out melanoma (i.e., adequate sensitivity and negative predictive value), and treating clinicians use the test results as intended, it should result in significantly fewer unnecessary biopsies without compromising melanoma outcomes. Clinical performance is reviewed above. Here, clinical decision making following the use of the test is reviewed.
In the Ferris longitudinal follow-up study mentioned above,18 99% of the 330 PLA negative lesions were managed by dermatologists with surveillance. Three of the PLA- lesions that were biopsied in the follow up period were done so at the patient’s insistence. One PLA- lesion was simultaneously surgically biopsied (not the intended use of the test) and adhesive patch sampled and was diagnosed as MIS. There were zero missed melanomas found in the follow-up period. Of 51 PLA+ test results, 100% were managed by dermatologists with a surgical biopsy. Nineteen (37%) of these cases were MIS / Stage 1 invasive melanomas with a thickness of <0.5 mm and demonstrating a number needed to biopsy (NNB) of 2.7 (51/19).
In an additional utility study by Ferris et al., 45 dermatologists who regularly evaluate pigmented lesions, assessed 60 cases containing dermatoscopic and lesional images (8 melanoma and 52 nevi with known pathologic concordance) with full patient and lesion history.18 The photographic/dermatoscopic analysis design of this study provided information nearly identical to the dermatologist’s primary clinical visual assessment used to make biopsy decisions and is therefore more relevant than typical decision impact studies that involve select case information review with and without a test result. Cases/images were initially presented without PLA results, and the dermatologists were asked to make a biopsy decision for suspicion of melanoma. The 60 cases were then shuffled and presented again, including the PLA test data. Again, dermatologists were asked to make a biopsy decision for suspicion of melanoma. Outcomes included changes in biopsy decisions, specificity, and sensitivity. Biopsy decisions increased from 750 to 1331. Assuming correctness of the reference diagnosis, the specificity of the biopsy decision increased by 1.8-fold with the PLA (32%-56%, p<0.001). The sensitivity also improved to approximately 99% (p=0.01) with the PLA, even with significant increases in specificity.
Most recently, a 2019 study by Ferris reviewed 12 month management decisions and outcomes for patients testing using the PLA.35 The study involved retrospective chart reviews of 734 lesions that were PLA(-) and a registry of 175 pigmented lesions tested using the PLA. Among the 734 PLA(-) lesions, 13 were biopsied within 1 year. Of these 13 biopsied lesions, 11 were nevi with various degrees of atypia, 1 was a basal cell carcinoma and 1 was a squamous cell carcinoma. None were melanomas. In the registry cohort, 1433 of 1575 total lesions were PLA(-), and in follow-up only 2 had a surgical evaluation within a year. One of these had a scoop excision and was found to be a melanocytic nevus. The other was a squamous cell carcinoma removed by Mohs surgery. Of the 142 PLA(+) lesions in the registry cohort 96.5% were biopsied.