Long Noncoding RNAs TYMSOS, VASH1-AS1, and LINC01001 Expressions as Biomarkers of β-thalassaemia Severity Among the Malaysian Patients
Abstract
BACKGROUND: β-thalassaemia has heterogeneous disease severities ranging from mild to trait, and major. Long noncoding RNAs (lncRNAs) are known to regulate microRNAs (miRNAs) and genes, possibly modifying the disease phenotypes. However, limited data exist on the lncRNAs in β-thalassaemia, and no study has yet addressed this gap in Malaysia. Therefore, this study aimed to identify the expression profile of lncRNAs in β-thalassaemia major and trait among Malaysians.
METHODS: Case-control study was conducted in two phases at Tunku Azizah Women and Children's Hospital and the Institute of Medical Research, from September 2019 to November 2021. Total of 141 individuals were recruited, comprising β-thalassemia major (MAJOR, n=11), β-thalassemia trait (TRAIT, n=17), and healthy controls (CON, n=113). All participants were genotyped for thalassaemia and assessed for their haemoglobin and red blood cells (RBC) indices. In the first phase, discovery of lncRNA was performed using microarray, and differential expression of lncRNAs (DEL) in MAJOR, TRAIT, and CON groups was identified. Significant lncRNAs were subjected to lncRNA-miRNA prediction, and gene ontology and biological pathway were analyzed. In validation phase, six potential lncRNAs were further validated via using lncRNA polymerase chain reaction (PCR) custom array.
RESULTS: Total of 364 DELs were identified in MAJOR group, and 128 DELs were identified in TRAIT group. Between the MAJOR and TRAIT groups, 100 DELs were dysregulated in MAJOR group. Two molecular networks comprising the lncRNA interactions with miRNAs were identified and associated with traits and major phenotypes, resulting in six potential lncRNAs for validation. Among these six lncRNAs, three lncRNAs (TYMSOS, VASH1-AS1, and LINC01001) were reduced in the MAJOR group (fold change (FC)=-6.67, p=0.026; FC=-8.33, p=0.022; and FC=-8.33, p=0.021, respectively).
CONCLUSION: Expressions of TYMSOS, VASH1-AS1, and LINC01001 lncRNAs were altered differently between β-thalassaemia major and trait patients. Therefore these lncRNAs may serve as novel biomarkers for β-thalassaemia disease severity in Malaysian population.
KEYWORDS: β-thalassaemia, lncRNAs, miRNAs, severity, major, trait, molecular network
References
Kattamis A, Kwiatkowski JL, Aydinok Y. Thalassaemia. Lancet. 2022; 399(10343): 2310-24, CrossRef.
Alwi ZB, Syed-Hassan SR. Thalassemia in Malaysia. Hemoglobin. 2022; 46(1): 45-52, CrossRef.
Giardine B, Borg J, Viennas E, Pavlidis C, Moradkhani K, Joly P, et al. Updates of the HbVar database of human hemoglobin variants and thalassemia mutations. Nucleic acids research. 2014; 42(Database issue): D1063-9, CrossRef.
Mohd Ibrahim H, Muda Z, Othman IS, Mohamed Unni MN, Teh KH, Thevarajah A, et al. Observational study on the current status of thalassaemia in Malaysia: a report from the Malaysian Thalassaemia Registry. BMJ Open. 2020; 10(6): e037974, CrossRef.
Nur Handayani NS, Husna N, Rahmil G, Ghifari RA, Widyawati L, Lesmana I. Splice-site and frameshift mutations of β-globin gene found in thalassemia carrier screening in Yogyakarta Special Region, Indonesia. Indonesian Biomed J. 2021; 13(1): 55-60, CrossRef.
Organs GaLPiAwTMaIAwIOiS. Glucose and lipid profiles in adolescents with thalassemia major and its association with iron overload in specific organs. Indones Biomed J. 2019; 11(2): 188-93, CrossRef.
Tesio N, Bauer DE. Molecular basis and genetic modifiers of thalassemia. Hematol Oncol Clin North Am. 2023; 37(2): 273-99, CrossRef.
Abdullah UYH, Ibrahim HM, Mahmud NB, Salleh MZ, Teh LK, Noorizhab M, et al. Genotype-phenotype correlation of β-thalassemia in Malaysian population: Toward effective genetic counseling. Hemoglobin. 2020; 44(3): 184-9, CrossRef.
Hariharan P, Gorivale M, Sawant P, Mehta P, Nadkarni A. Significance of genetic modifiers of hemoglobinopathies leading towards precision medicine. Sci Rep. 2021; 11(1): 20906.doi: 10.1038/s41598-021-00169-x, CrossRef.
Mattick JS, Amaral PP, Carninci P, Carpenter S, Chang HY, Chen LL, et al. Long non-coding RNAs: definitions, functions, challenges and recommendations. Nat Rev Mol Cell Biol. 2023; 24(6): 430-47, CrossRef.
Lai K, Jia S, Yu S, Luo J, He Y. Genome-wide analysis of aberrantly expressed lncRNAs and miRNAs with associated co-expression and ceRNA networks in β-thalassemia and hereditary persistence of fetal hemoglobin. Oncotarget. 2017; 8(30): 49931-43, CrossRef.
Lulli V, Romania P, Morsilli O, Cianciulli P, Gabbianelli M, Testa U, et al. MicroRNA-486-3p regulates γ-globin expression in human erythroid cells by directly modulating BCL11A. PloS One. 2013; 8(4): e60436, CrossRef.
Ma J, Liu F, Du X, Ma D, Xiong L. Changes in lncRNAs and related genes in β-thalassemia minor and β-thalassemia major. Front Med. 2017; 11(1): 74-86, CrossRef.
Mohd Yasin N, Tukiman NI, Raman NFA, Kosnan N, Mohd Sahid EN, Mat Yusoff Y, et al. Genotype spectrum among children with transfusion dependent beta-thalassemia (TDT) at Woman and Children Hospital (WCH), Tunku Azizah Hospital (HTA), Malaysia. J Med Biomedical Sci. 2021; 6(2): 3-4, article.
Yasin NM, Abdul Hamid FS, Hassan S, Sudin A, Yassim H, Mohd Sahid EN, et al. Molecular and hematological studies in a cohort of beta zero South East Asia deletion (β°-thal SEA) from Malaysian perspective. Front Pediatr. 2022: 10: 974496, CrossRef.
Volders PJ, Anckaert J, Verheggen K, Nuytens J, Martens L, Mestdagh P, et al. LNCipedia 5: Towards a reference set of human long non-coding RNAs. Nucleic Acids Res. 2019; 47(D1): D135-9, CrossRef.
Zhao L, Wang J, Li Y, Song T, Wu Y, Fang S, et al. NONCODEV6: An updated database dedicated to long non-coding RNA annotation in both animals and plants. Nucleic Acids Res. 2021; 49(D1): D165-71, CrossRef.
Li Z, Liu L, Feng C, Qin Y, Xiao J, Zhang Z, et al. LncBook 2.0: integrating human long non-coding RNAs with multi-omics annotations. Nucleic Acids Res. 2023; 51(D1): D186-91, CrossRef.
Chang L, Xia J. MicroRNA Regulatory Network Analysis Using miRNet 2.0. Methods Mol Biol. 2023: 2594: 185-204, CrossRef.
Kolberg L, Raudvere U, Kuzmin I, Adler P, Vilo J, Peterson H. g:Profiler-interoperable web service for functional enrichment analysis and gene identifier mapping (2023 update). Nucleic Acids Res. 2023; 51(W1): W207-12, CrossRef.
Yang M, Chen T, Liu YX, Huang L. Visualizing set relationships: EVenn's comprehensive approach to Venn diagrams. iMeta. 2024; 3(3): e184, CrossRef.
Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, et al. Cytoscape: A software environment for integrated models of biomolecular interaction networks. Genome Res. 2003; 13(11): 2498-504, CrossRef.
Chin CH, Chen SH, Wu HH, Ho CW, Ko MT, Lin CY. cytoHubba: identifying hub objects and sub-networks from complex interactome. BMC Syst Biol. 2014; 8(Suppl 4): S11, CrossRef.
Karagkouni D, Karavangeli A, Paraskevopoulou MD, Hatzigeorgiou AG. Characterizing miRNA-lncRNA interplay. Methods Mol Biol. 2021; 2372: 243-62, CrossRef.
Jia W, Jia S, Chen P, He Y. Construction and analysis of a long non-coding RNA (lncRNA)-associated ceRNA network in β-thalassemia and hereditary persistence of fetal hemoglobin. Med Sci Monit. 2019: 25: 7079-86, CrossRef.
Fakhr-Eldeen A, Toraih EA, Fawzy MS. Long non-coding RNAs MALAT1, MIAT and ANRIL gene expression profiles in beta-thalassemia patients: A cross-sectional analysis. Hematology. 2019; 24(1): 308-17, CrossRef.
Guan X, Sun Y, Zhang C. LncRNAs in blood cells: Roles in cell development and potential pathogenesis in hematological malignancies. Crit Rev Oncol Hematol. 2022: 180: 103849, CrossRef.
Sumera A, Radhakrishnan AK, Aziz Baba A, George E. A link between long non-coding RNA (lncRNA) and thalassaemia: A review. Malays J Pathol. 2020; 42(3): 323-32, PMID.
Tsagakis I, Douka K, Birds I, Aspden JL. Long non-coding RNAs in development and disease: conservation to mechanisms. J Pathol. 2020; 250(5): 480-95, CrossRef.
Kealey C, Brown KS, Woodside JV, Young I, Murray L, Boreham CA, et al. A common insertion/deletion polymorphism of the thymidylate synthase (TYMS) gene is a determinant of red blood cell folate and homocysteine concentrations. Hum Genet. 2005; 116(5): 347-53, CrossRef.
Liu P, Zhang M, Xie X, Jin J, Holman CD. Polymorphisms of 5,10-methylenetetrahydrofolate reductase and thymidylate synthase, dietary folate intake, and the risk of leukemia in adults. Tumour Biol. 2016; 37(3): 3265-75, CrossRef.
Fagerberg L, Hallström BM, Oksvold P, Kampf C, Djureinovic D, Odeberg J, et al. Analysis of the human tissue-specific expression by genome-wide integration of transcriptomics and antibody-based proteomics. Mol Cell Proteomics. 2014; 13(2): 397-406, CrossRef.
Li Y, Zhang H, Hu B, Wang P, Wang W, Liu J. Post-transcriptional regulation of erythropoiesis. Blood Sci. 2023; 5(3): 150-9, CrossRef.
Penglong T, Saensuwanna A, Jantapaso H, Phuwakanjana P, Jearawiriyapaisarn N, Paiboonsukwong K, et al. miR-214 aggravates oxidative stress in thalassemic erythroid cells by targeting ATF4. PloS One. 2024; 19(4): e0300958, CrossRef.
Tang H, Kang R, Liu J, Tang D. ATF4 in cellular stress, ferroptosis, and cancer. Arch Toxicol. 2024; 98(4): 1025-41, CrossRef.
Wang H, Chen M, Xu S, Pan Y, Zhang Y, Huang H, et al. Abnormal regulation of microRNAs and related genes in pediatric β-thalassemia. J Clin Lab Anal. 2021; 35(9): e23945, CrossRef.
Sankaran VG, Xu J, Ragoczy T, Ippolito GC, Walkley CR, Maika SD, et al. Developmental and species-divergent globin switching are driven by BCL11A. Nature. 2009; 460(7259): 1093-7, CrossRef.
Huang P, Peslak SA, Shehu V, Keller CA, Giardine B, Shi J, et al. let-7 miRNAs repress HIC2 to regulate BCL11A transcription and hemoglobin switching. Blood. 2024; 143(19): 1980-91, CrossRef.
DOI: https://doi.org/10.18585/inabj.v17i5.3766
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