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Lachover-Roth I, Peretz S, Zoabi H, Harel E, Livshits L, Filon D, Levin C, Koren A. Support Vector Machine-Based Formula for Detecting Suspected α Thalassemia Carriers: A Path toward Universal Screening. Int J Mol Sci 2024; 25:6446. [PMID: 38928152 PMCID: PMC11203927 DOI: 10.3390/ijms25126446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 06/03/2024] [Accepted: 06/05/2024] [Indexed: 06/28/2024] Open
Abstract
The blood counts of α thalassemia carriers (α-thal) are similar to those of β thalassemia carriers, except for Hemoglobin A2 (Hb A2), which is not elevated. The objective of this study was to determine whether mathematical formulas are effective for detecting suspected α-thal. The data were obtained from the database of the prevention program for detecting couples at risk for having a child with hemoglobinopathy. Red Blood Cells (RBC) indices were analyzed using mathematical formulas, and the sensitivity and negative predictive value (NPV) were calculated. Among 1334 blood counts suspected of α-thal analyzed, only the Shine and Lal and the Support Vector Machine formulas revealed high sensitivity and NPV. Sensitivity was 85.54 and 99.33%, and NPV was 98.93 and 99.93%, respectively. Molecular defects were found in 291, and 81 had normal α genes. Molecular analysis was not performed in 962 of the samples. Based on these results, mathematical formulas incorporating one of these reliable formulas for detecting suspected α or β thalassemia carriers in the program of the automatic analyzers can flag these results, increase the awareness of the primary physicians about the carrier risk, and send an alert with a recommendation for further testing.
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Affiliation(s)
- Idit Lachover-Roth
- Allergy and Clinical Immunology Unit, Meir Medical Center, Kfar Saba 4428163, Israel;
- School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Sari Peretz
- Hematology Laboratory, Emek Medical Center, Afula 1834111, Israel; (S.P.); (H.Z.); (E.H.)
| | - Hiba Zoabi
- Hematology Laboratory, Emek Medical Center, Afula 1834111, Israel; (S.P.); (H.Z.); (E.H.)
| | - Eitam Harel
- Hematology Laboratory, Emek Medical Center, Afula 1834111, Israel; (S.P.); (H.Z.); (E.H.)
| | - Leonid Livshits
- Red Blood Cell Research Group, Vetsuisse Faculty, Institute of Veterinary Physiology, University of Zurich, 8057 Zürich, Switzerland;
- The Zurich Center for Integrative Human Physiology (ZIHP), 8057 Zürich, Switzerland
| | - Dvora Filon
- Hematology Division, Hadassah Medical Center, Jerusalem 9112001, Israel;
| | - Carina Levin
- Pediatric Hematology Unit, Research Laboratory, Emek Medical Center, Afula 1834111, Israel;
- The Ruth and Bruce Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525422, Israel
| | - Ariel Koren
- Pediatric Hematology Unit, Research Laboratory, Emek Medical Center, Afula 1834111, Israel;
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Bao X, Wang J, Qin D, Zhang R, Yao C, Liang J, Liang K, Du L. The -α 3.7III subtype of α +-thalassemia was identified in China. HEMATOLOGY (AMSTERDAM, NETHERLANDS) 2022; 27:826-830. [PMID: 35916627 DOI: 10.1080/16078454.2022.2101913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE The 3.7 kb deletion (-α3.7) in the α-globin cluster, which characterizes α+-thalassemia, has been reported to have a carrier rate of 4.78% in southern China. Three -α3.7 subtypes have been identified worldwide. However, the -α3.7 III subtype has not previously been identified in China. Herein, we reported identification of the -α3.7 III subtype in a Chinese patient. METHODS We used gap-PCR and a liquid chip system to detect α-thalassemia mutations. Multiple ligation-dependent probe amplification was performed to detect the large deletion. We finally used Sanger sequencing and single molecule real-time sequencing to characterize and confirm the genotype. RESULTS The proband, characterized as -α3.7 III heterozygous, showed microcytosis and hypochromic red cells, with a mean corpuscular volume of 78 fL and mean corpuscular hemoglobin of 25.4 pg. The proband's mutation was inherited from her father, who had normal blood parameters. CONCLUSION We first identified the -α3.7 III subtype in China. Consequently, all -α3.7 subtypes have now been identified in the Chinese population. Therefore, attention should be paid to -α3.7 III in clinical prenatal diagnosis, given that commonly used methods such as gap-PCR may lead to misdiagnosis or missed diagnosis.
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Affiliation(s)
- Xiuqin Bao
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
| | - Jicheng Wang
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
| | - Danqing Qin
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
| | - Rui Zhang
- Prenatal Diagnosis Center, Huizhou Second Maternal and Child Health Care Hospital, Huizhou, People's Republic of China
| | - Cuize Yao
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
| | - Jie Liang
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
| | - Kailing Liang
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
| | - Li Du
- Medical Genetics Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China.,Thalassemia Diagnosis Center, Guangdong Women and Children Hospital, Guangzhou, People's Republic of China
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Charoenwijitkul T, Singha K, Fucharoen G, Sanchaisuriya K, Thepphitak P, Wintachai P, Karnpean R, Fucharoen S. Molecular characteristics of α +-thalassemia (3.7 kb deletion) in Southeast Asia: Molecular subtypes, haplotypic heterogeneity, multiple founder effects and laboratory diagnostics. Clin Biochem 2019; 71:31-37. [PMID: 31199903 DOI: 10.1016/j.clinbiochem.2019.06.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 06/02/2019] [Accepted: 06/11/2019] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The 3.7 kb deletion (-α3.7) is the most common form of α+-thalassemia found in multiple populations which can be classified into three subtypes. In order not to mis-identify it, the molecular information within each population is required. We have addressed this in northeast Thai and Laos populations. METHODS Screening for α+-thalassemia was initially done on 1192 adult Thai subjects. In addition, 77 chromosomes of Thai newborns and 26 chromosomes of Laos with -α3.7 α+-thalassemia were also examined. All subjects were screened for -α3.7 α+-thalassemia and subtyped by PCR-RFLP assay. Exact deletion breakpoint of each -α3.7 subtype was determined by DNA sequencing. α-Globin gene haplotypes were determined. RESULTS The proportions of -α3.7 subtypes found in 216 Thai -α3.7 chromosomes were 94.9% for -α3.7I, 4.2% for α3.7II and 0.9% for -α3.7III. All 26 Laos -α3.7 chromosomes were of -α3.7I variety. At least six α-globin gene haplotypes were associated with the -α3.7I α+-thalassemia. CONCLUSION All -α3.7 subtypes were observed among Southeast Asian population. Haplotype analysis indicated a multiple origin of this common disorder in the region. A multiplex PCR assay has been developed for simultaneous detection of all subtypes of -α3.7 α+-thalassemia as well as other α+-thalassemia found in the region including -α4.2 α+-thalassemia, Hb Constant Spring and Hb Paksé.
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Affiliation(s)
- Thanyaornwanya Charoenwijitkul
- Medical Sciences Program, The Graduate School, Khon Kaen University, Khon Kaen, Thailand; Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Kritsada Singha
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Goonnapa Fucharoen
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Kanokwan Sanchaisuriya
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Phuthita Thepphitak
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Preawwalee Wintachai
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Rossarin Karnpean
- College of Medicine and Public Health, Ubon Ratchathani University, Ubon Ratchathani, Thailand
| | - Supan Fucharoen
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand.
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