I read the article by Lv et al. published in Diagn Pathol 2020. They aimed to investigate the diagnostic value of miR-186-5p for asymptomatic carotid artery stenosis (CAS), and its predictive value for future cerebral ischemic events (CIEs) [1]. Sixty-seven cases with asymptomatic CAS and 60 healthy individuals were recruited. Receiving-operator characteristic (ROC) curve was drawn based on sensitivity and specificity analyses. Kaplan-Meier method was applied for the evaluation of the predictive value of miR-186-5p for the occurrence of CIE. They reported that area under the curve (AUC) was 0.91, with the sensitivity of 89.6% and specificity of 81.7% at the cutoff value of 1.22. Kaplan-Meier method results revealed that high miR-186-5p level was associated with the occurrence of CIEs.
While the article offers insight into the decision that MiR-186-5p is a possible diagnostic biomarker for patients with asymptomatic CAS and predicts the incidence of future CIEs, its conclusion is restricted in three ways. First,knowledge of the reported estimates does not provide overall information on the diagnostic and prognostic value of MiR-186-5p in clinical practice. Diagnostic added value is much more important for clinical purposes than the estimates stated [2–5]. Diagnostic knowledge is the information required to address the issue, “What is the possibility of the presence or absence of a particular disease given these test results? “ (Research for diagnostic accuracy).
Therefore, diagnostic added value of MiR-186-5p (differences of ROC curves for two diagnostic models with and withour MiR-186-5p) is greatly important in clinical practice. Diagnostic added value of MiR-186-5p may indeed be minimal, although validity estimates may still be excellent. On the other hand, I should mention that as high miR-186-5p level and high degree of carotid stenosis were independent factors for the occurrence of CIEs, one might consider the specificity of these two factors be combined. Combination of the tests are common in clinical practice which increase the specificity and allows to rule in a diagnosis. Second, without determining reliability (precision), we can not judge the diagnostic value of MiR-186-5p. The diagnostic value is determined by the following two parameters: calibration (reliability) and discrimination (accuracy) [2, 6–8].
Third, for medical purposes, the global average approach (Kaplan-Meier method) can not be used to predict of an individual based outcome. In addition, for prediction of CIEs, we require data from two separate cohorts or at least one cohort split into two to first build a prediction model and then test our prediction model. Misleading outcomes are generally the main outcome of the research that fails to test the prediction models [9–11]. Therefore, reporting association (HR = 4.1) even statistically significant do not gurrantee correct prediction.
I therefore claim that there are certain technical weaknesses and strategies to fix them when determining the predictive and diagnostic value of MiR-186-5p; otherwise, misinterpretation can not be eliminated.
Acknowledgements
Not applicable.
Abbreviations
- miRNAs
MicroRNAs
- CAS
Carotid artery stenosis
- CIEs
Cerebral ischemic events
- ROC
Receiving–operator characteristic
- HRs
Hazard ratios
- AUC
Under the curve
Author’s contributions
SS wrote and revised the manuscript. The author read and approved the final manuscript.
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All study subjects gave written informed consent for publication.
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The author declares that he has no competing interests.
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References
- 1.Lv W, Zhang T, Zhao H, He S, Li B, Gao Y, et al. Diagnostic value of miR-186-5p for carotid artery stenosis and its predictive significance for future cerebral ischemic event. Diagn Pathol. 2020;15(1):101. doi: 10.1186/s13000-020-01007-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Grobbee DE, Hoes AW. Clinical epidemiology: principles, methods, and applications for clinical research. 2. Burlington: Jones and Bartlett Publisher, United State; 2015. [Google Scholar]
- 3.Sabour S, Ghassemi F. Accuracy, validity, and reliability of the infrared optical head tracker (IOHT) Invest Ophthalmol Vis Sci. 2012;53(8):4776. doi: 10.1167/iovs.12-10324. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Sabour S, Farzaneh F, Peymani P. Evaluation of the sensitivity and reliability of primary rainbow trout hepatocyte vitellogenin expression as a screening assay for estrogen mimics: methodological issues. Aquat Toxicol. 2015;164:175–176. doi: 10.1016/j.aquatox.2015.05.003. [DOI] [PubMed] [Google Scholar]
- 5.Sabour S. Validity and reliability of the 13C-methionine breath test for the detection of moderate hyperhomocysteinemia in Mexican adults; statistical issues in validity and reliability analysis. Clin Chem Lab Med. 2014;52:295–296. doi: 10.1515/cclm-2014-0453. [DOI] [PubMed] [Google Scholar]
- 6.Sabour S. A common mistake in assessing the diagnostic value of a test: failure to account for statistical and Methodologic issues. J Nucl Med. 2017;58:1182–1183. doi: 10.2967/jnumed.115.156745. [DOI] [PubMed] [Google Scholar]
- 7.Sabour S. Reproducibility of dynamic Scheimpflug-based pneumotonometer and its correlation with a dynamic bidirectional pneumotonometry device: methodological issues. Cornea. 2015;34(5):14–15. doi: 10.1097/ICO.0000000000000401. [DOI] [PubMed] [Google Scholar]
- 8.Sabour S, Rutten A, van der Schouw YT, et al. Inter-scan reproducibility of coronary calcium measurement using multi detector-row computed tomography (MDCT) Eur J Epidemiol. 2007;22(4):235–243. doi: 10.1007/s10654-007-9123-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Sabour S. Obesity predictors in people with chronic spinal cord injury: a common mistake. J Res Med Sci. 2014;19(1):80. [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 10.Sabour S, Ghassemi F. Predictive value of confocal scanning laser for the onset of visual field loss. Ophthalmology. 2013;120(6):e31–e32. doi: 10.1016/j.ophtha.2013.01.055. [DOI] [PubMed] [Google Scholar]
- 11.Sabour S. Prediction of preterm delivery using levels of VEGF and leptin in amniotic fluid from the second trimester: prediction rules. Arch Gynecol Obstet. 2015;291(4):719. doi: 10.1007/s00404-014-3568-y. [DOI] [PubMed] [Google Scholar]
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