Diagnostic and Prognostic Significance of miR-155, miR-181, miR-221, miR-222, and miR-223 Expression in Myelodysplastic Syndromes and Acute Myeloid Leukemia

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Özet

Background: Myelodysplastic syndromes (MDSs) and acute myeloid leukemia (AML) are clonal hematological disorders that share molecular origins but present with distinct clinical features. MicroRNAs (miRNAs) are key post-transcriptional regulators, and their altered expression may reflect biological shifts contributing to disease progression. Methods: Expression levels of miR-155, miR-181, miR-221, miR-222, and miR-223 were analyzed by RT-qPCR in bone marrow samples from 37 MDS patients, 20 AML patients, and 7 controls. Group comparisons were performed using ANOVA (with Benjamini–Hochberg correction) and Tukey post hoc testing. Diagnostic performance and network behavior were evaluated using ROC analysis, Pearson correlation matrices, and principal component analysis (PCA). Results: miR-155, miR-181, and miR-223 were upregulated in AML, whereas miR-221 and miR-222 were downregulated. miR-222 showed the highest diagnostic accuracy (AUC ~0.87 for both AML vs. control and MDS vs. control). Its expression was significantly higher in high IPSS-R MDS cases (p = 0.046), with a similar upward tendency for miR-221 (p = 0.054). Progressive loss of coordinated miRNA expression was observed from controls to MDS and AML. PCA supported these findings by showing separation mainly driven by miR-222 and miR-155. Conclusions: Combined miRNA profiling highlights miR-222 and, to a lesser extent miR-155, as consistent indicators of myeloid disease transformation. While further validation in larger and genetically stratified cohorts is warranted, these findings support the potential contribution of miRNA signatures to diagnostic evaluation and risk stratification in MDS and AML, in line with precision hematology approaches.

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https://rdlopen.rawdatalibrary.net/r/bayburt/11155Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.3390/diagnostics16010013Yayıncı resmi DOI adresi
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AlanDeğerDil
dc.contributor.authorArdıç, Cemile
dc.contributor.authorAy, Mustafa Ertan
dc.contributor.authorÇevik, Kenan
dc.contributor.authorTombak, Anıl
dc.contributor.authorİzci Ay, Özlem
dc.contributor.authorKarakaş, Ümit
dc.contributor.authorDoğru Özdemir, Gurbet
dc.contributor.authorBilgiç, Abdulkadir
dc.contributor.authorErdal, Mehmet Emin
dc.date.accessioned2026-10-29T19:08:06.200297667Z
dc.date.available2026-10-29T19:08:06.200297667Z
dc.date.issued2026
dc.description.abstractBackground: Myelodysplastic syndromes (MDSs) and acute myeloid leukemia (AML) are clonal hematological disorders that share molecular origins but present with distinct clinical features. MicroRNAs (miRNAs) are key post-transcriptional regulators, and their altered expression may reflect biological shifts contributing to disease progression. Methods: Expression levels of miR-155, miR-181, miR-221, miR-222, and miR-223 were analyzed by RT-qPCR in bone marrow samples from 37 MDS patients, 20 AML patients, and 7 controls. Group comparisons were performed using ANOVA (with Benjamini–Hochberg correction) and Tukey post hoc testing. Diagnostic performance and network behavior were evaluated using ROC analysis, Pearson correlation matrices, and principal component analysis (PCA). Results: miR-155, miR-181, and miR-223 were upregulated in AML, whereas miR-221 and miR-222 were downregulated. miR-222 showed the highest diagnostic accuracy (AUC ~0.87 for both AML vs. control and MDS vs. control). Its expression was significantly higher in high IPSS-R MDS cases (p = 0.046), with a similar upward tendency for miR-221 (p = 0.054). Progressive loss of coordinated miRNA expression was observed from controls to MDS and AML. PCA supported these findings by showing separation mainly driven by miR-222 and miR-155. Conclusions: Combined miRNA profiling highlights miR-222 and, to a lesser extent miR-155, as consistent indicators of myeloid disease transformation. While further validation in larger and genetically stratified cohorts is warranted, these findings support the potential contribution of miRNA signatures to diagnostic evaluation and risk stratification in MDS and AML, in line with precision hematology approaches.
dc.description.sponsorshipMersin Üniversitesi, (2017-1-TP2-2037)
dc.description.sponsorshipMersin Üniversitesi
dc.identifier.articlenumber13
dc.identifier.doi10.3390/diagnostics16010013
dc.identifier.eissn2075-4418
dc.identifier.issn2075-4418
dc.identifier.issue1
dc.identifier.pmcidPMC12785878
dc.identifier.pmid41515508
dc.identifier.scopus2-s2.0-105027239822
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/11155
dc.identifier.volume16
dc.identifier.wosWOS:001658679800001
dc.language.isoen
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.relation.ispartofDiagnostics
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectacute myeloid leukemia
dc.subjectbiomarker
dc.subjectmiR-155
dc.subjectmiR-181
dc.subjectmiR-221
dc.subjectmiR-222
dc.subjectmiR-223
dc.subjectmyelodysplastic syndrome
dc.subject.classificationMedicine, General & Internal
dc.subject.classificationGeneral & Internal Medicine
dc.subject.othermicroRNA
dc.subject.othermicroRNA 155
dc.subject.othermicrorna 181
dc.subject.othermicroRNA 221
dc.subject.othermicroRNA 222
dc.subject.othermicroRNA 223
dc.subject.otherunclassified drug
dc.subject.otheracute myeloid leukemia
dc.subject.otheradult
dc.subject.otheraged
dc.subject.otherArticle
dc.subject.otherbone marrow
dc.subject.othercancer prognosis
dc.subject.othercohort analysis
dc.subject.othercontrolled study
dc.subject.otherdiagnostic accuracy
dc.subject.otherdiagnostic value
dc.subject.otherdisease exacerbation
dc.subject.otherdown regulation
dc.subject.otherfemale
dc.subject.otherhuman
dc.subject.otherhuman tissue
dc.subject.otherInternational Prognostic Scoring System
dc.subject.othermajor clinical study
dc.subject.othermale
dc.subject.othermyelodysplastic syndrome
dc.subject.otherprincipal component analysis
dc.subject.otherprotein expression
dc.subject.otherreal time polymerase chain reaction
dc.subject.otherupregulation
dc.titleDiagnostic and Prognostic Significance of miR-155, miR-181, miR-221, miR-222, and miR-223 Expression in Myelodysplastic Syndromes and Acute Myeloid Leukemia
dc.typeArticle
rdl.citation.openalex1
rdl.citation.scopus1
rdl.citation.wos1
rdl.departmentDepartment of Medical Biology and Genetics, Faculty of Medicine, Mersin University, Mersin 33343, Türkiye
rdl.departmentDepartment of Hematology, Faculty of Medicine, Mersin University, Mersin 33343, Türkiye
rdl.departmentDepartment of Pharmacy Services, Health Services Vocational School, Bayburt University, Bayburt 69000, Türkiye
rdl.departmentDepartment of Cardiovascular Surgery, Faculty of Medicine, Mersin University, Mersin 33343, Türkiye
rdl.oa.statusgold
rdl.oa.statusgreen
rdl.oa.urlhttps://www.mdpi.com/2075-4418/16/1/13/pdf?version=1766154313
rdl.scopus.quartileQ2
rdl.sdgSDG03
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)