1.Machine learning to risk stratify chest pain patients with non-diagnostic electrocardiogram in an Asian emergency department.
Ziwei LIN ; Tar Choon AW ; Laurel JACKSON ; Cheryl Shumin KOW ; Gillian MURTAGH ; Siang Jin Terrance CHUA ; Arthur Mark RICHARDS ; Swee Han LIM
Annals of the Academy of Medicine, Singapore 2025;54(4):219-226
INTRODUCTION:
Elevated troponin, while essential for diagnosing myocardial infarction, can also be present in non-myocardial infarction conditions. The myocardial-ischaemic-injury-index (MI3) algorithm is a machine learning algorithm that considers age, sex and cardiac troponin I (TnI) results to risk-stratify patients for type 1 myocardial infarction.
METHOD:
Patients aged ≥25 years who presented to the emergency department (ED) of Singapore General Hospital with symptoms suggestive of acute coronary syndrome with no diagnostic 12-lead electrocardiogram (ECG) changes were included. Participants had serial ECGs and high-sensitivity troponin assays performed at 0, 2 and 7 hours. The primary outcome was the adjudicated diagnosis of type 1 myocardial infarction at 30 days. We compared the performance of MI3 in predicting the primary outcome with the European Society of Cardiology (ESC) 0/2-hour algorithm as well as the 99th percentile upper reference limit (URL) for TnI.
RESULTS:
There were 1351 patients included (66.7% male, mean age 56 years), 902 (66.8%) of whom had only 0-hour troponin results and 449 (33.2%) with serial (both 0 and 2-hour) troponin results available. MI3 ruled out type 1 myocardial infarction with a higher sensitivity (98.9, 95% confidence interval [CI] 93.4-99.9%) and similar negative predictive value (NPV) 99.8% (95% CI 98.6-100%) as compared to the ESC strategy. The 99th percentile cut-off strategy had the lowest sensitivity, specificity, positive predictive value and NPV.
CONCLUSION
The MI3 algorithm was accurate in risk stratifying ED patients for myocardial infarction. The 99th percentile URL cut-off was the least accurate in ruling in and out myocardial infarction compared to the other strategies.
Humans
;
Male
;
Female
;
Emergency Service, Hospital
;
Middle Aged
;
Electrocardiography
;
Machine Learning
;
Singapore
;
Chest Pain/blood*
;
Troponin I/blood*
;
Myocardial Infarction/blood*
;
Risk Assessment/methods*
;
Aged
;
Algorithms
;
Acute Coronary Syndrome/blood*
;
Adult
;
Sensitivity and Specificity
2.A comparison of the performance of SVEAT score versus HEART score in predicting in-hospital MACE in patients admitted for chest pain
Philippine Journal of Internal Medicine 2025;63(3):5-15
BACKGROUND
Chest pain is a common reason for emergency room visits. The HEART score is used as a risk stratification tool to aid in clinical decision making. The HEART score is a useful tool due to its good sensitivity, however it has low specificity. The SVEAT score was developed as an improved risk stratification tool which outperformed the HEART score in previous studies. Both the performance of HEART and SVEAT scores lack data in our locality.
OBJECTIVETo compare the performance of Symptoms, Vascular disease, Electrocardiography, Age, Troponin-I (SVEAT) score and History, Electrocardiography, Age, Risk factors, Troponin-I (HEART) score as predictors of in-hospital Major Adverse Cardiovascular Events (MACE) among adult patients admitted in Chong Hua Hospital Cebu for chest pain.
METHODSThis single-center, retrospective, observational analytic study included adult patients, ages 18 years old and above, who were admitted for chest pain from January 1, 2022 to December 31, 2022. All patients who passed the inclusion and exclusion criteria were included in the data analysis. Both SVEAT and HEART scores were calculated for each of the included subjects. The performance of both scoring criteria was compared using logistic regression and area under the receiving-operator characteristic curve.
RESULTSA total of 113 cases were analyzed after exclusion criteria were applied. A total of 50 (44.2%) individuals suffered MACE. The difference in AUC of both SVEAT (0.946, 95%CI) and HEART (0.936, 95%CI) was not statistically significant (95% CI – 0.013 – 0.033, p = 0.400). With a cut-off ofCONCLUSION
SVEAT and HEART scores had similar performance in predicting in hospital MACE. Using a cut-off value of
Human
;
Chest Pain
;
Heart
;
Myocardial Infarction
;
Acute Coronary Syndrome
4.Guidelines for iron chelation therapy in thalassemia in China (2025).
Chinese Journal of Contemporary Pediatrics 2025;27(4):377-388
Iron overload is a major complication of thalassemia, clinically manifested as heart failure, liver cirrhosis, diabetes, growth and development retardation, and delayed sexual development, with severe cases leading to death. Standardized iron chelation therapy is essential to ensure long-term and high-quality survival for patients. This guideline provides recommendations on methods for detecting iron overload, the timing for initiating iron chelation therapy, treatment strategies for transfusion-dependent and non-transfusion-dependent thalassemia, and special circumstances regarding iron chelation therapy, serving as a reference for iron chelation treatment in thalassemia.
Humans
;
Thalassemia/drug therapy*
;
Iron Chelating Agents/therapeutic use*
;
Iron Overload/diagnosis*
;
Chelation Therapy
5.Monitoring and interventions of growth disorders and endocrine function in children with transfusion-dependent thalassemia.
Chinese Journal of Contemporary Pediatrics 2025;27(4):389-394
Transfusion-dependent thalassemia (TDT) is a severe genetic chronic hemolytic disease, and growth retardation is a common clinical feature in patients with TDT. Due to the need for regular blood transfusions, these patients often experience iron overload, which leads to various endocrine dysfunctions, including abnormalities in the growth hormone/insulin-like growth factor axis, hypothyroidism, hypoparathyroidism, hypogonadism, adrenal insufficiency, and decreased bone density. This paper reviews the clinical monitoring and intervention measures for growth disorders and related endocrine functions in patients with TDT, providing references for clinicians.
Humans
;
Thalassemia/physiopathology*
;
Child
;
Growth Disorders/diagnosis*
;
Blood Transfusion
;
Endocrine System Diseases/therapy*
6.Guideline for transfusion management in Chinese children with transfusion-dependent thalassemia (2025).
Chinese Journal of Contemporary Pediatrics 2025;27(5):505-514
Thalassemia is a group of hereditary disorders characterized by ineffective erythropoiesis due to hemoglobin synthesis abnormalities, resulting in varying degrees of chronic anemia. Patients with transfusion-dependent thalassemia rely on lifelong regular blood transfusions and iron chelation therapy. Proper transfusion treatment and management of transfusion-related complications are essential to ensure the growth and development of pediatric patients and to improve their quality of life. The guideline working group has developed the guideline by referencing domestic and international guidelines, expert consensus, and relevant studies. The aim is to further standardize the transfusion management of transfusion-dependent thalassemia in children in China.
Humans
;
Thalassemia/therapy*
;
Blood Transfusion/standards*
;
Child
;
East Asian People
7.Identification of Rare 3.5 kb Deletion in the β-Globin Gene Cluster.
Yun-Hua FAN ; Cui-Lin DUAN ; Sai-Li LUO ; Shi-Jun GE ; Chong-Fei YU ; Jue-Min XI ; Jia-You CHU ; Zhao-Qing YANG
Journal of Experimental Hematology 2025;33(1):175-179
OBJECTIVE:
To identify the gene mutation types of 4 suspected β-thalassemia patients in Yunnan Province, and to analyze the genotypes and hematological phenotypes.
METHODS:
Whole genome sequencing was performed on the samples of 4 suspected β-thalassemia patients from the Dai ethnic group in a thalassemia endemic area of Yunnan Province, whose hematological phenotypes were not consistent with the results of common thalassemia gene mutations. The mutations of β-globin gene clusters were confirmed by polymerase chain reaction (PCR) and Sanger DNA sequencing technology.
RESULTS:
The 3.5 kb deletion in β-globin gene cluster (NC_000011.10: g. 5224302-5227791del3490bp) was detected in 4 patients' samples, of which 1 case was also detected with HbE mutation and 1 case with CD17 mutation. These 2 patients displayed moderate anemia phenotype, while the two patients with only the 3.5 kb deletion presented with other mild anemia phenotype.
CONCLUSION
Heterozygous carriers with rare 3.5 kb deletion of the β-globin gene cluster may develop mild anemia, compound mutations of the 3.5 kb deletion with other mutations may led to intermediate thalasemia with moderate to sever anemia. In areas with a high incidence of thalassemia, suspected patients should undergo genetic testing to avoid missing or misdiagnosing rare mutations.
Humans
;
beta-Globins/genetics*
;
Multigene Family
;
beta-Thalassemia/genetics*
;
Mutation
;
Genotype
;
Sequence Deletion
;
Phenotype
;
Male
;
Female
8.Hematological Characteristics of Neonates with Abnormal Hemoglobin and Their Parents in Guangzhou Area.
Yan-Fen GE ; Yue ZHAO ; Ya-Xuan HUANG ; Jun-Ru LIU ; Ting LIN ; Lu-Hua XIAN
Journal of Experimental Hematology 2025;33(1):180-186
OBJECTIVE:
To analyze the incidence of abnormal hemoglobin (Hb) in neonates in Guangzhou area, as well as the results of quantitative analysis of Hb in neonatal umbilical cord blood and genetic diagnosis of thalassemia in neonates with abnormal Hb; And to explore the hematological phenotypes and clinical characteristics of neonates with abnormal Hb and their parents, providing a reference for eugenics and childcare.
METHODS:
650 neonates born at Guangdong Provincial People's Hospital who underwent Hb electrophoresis were included in this study. The results of routine blood test of umbilical cord blood , Hb electrophoresis and α-, β-thalassemia gene detection of the neonates were collected. The genotype distribution of thalassemia in the neonates was analyzed. Additionally, the abnormal Hb content of α and β variants was studied. Furthermore, the differences in hematological parameters between abnormal Hb neonates and normal neonates and α-thalassemia neonates, as well as between the parents of abnormal Hb neonates and normal adults were compared.
RESULTS:
Among the 650 neonates, 332 (51.08%) were diagnosed with thalassemia, including 235 cases of α-thalassemia (36.15%), 79 cases of β-thalassemia (12.15%), and 18 cases of compound αβ-thalassemia (2.77%). Among all the α-thalassemia genotypes, the most prevalent one was -- SEA/αα (48.94%), followed by -α3.7/αα (20.00%), -α4.2/αα (11.06%), and ααCS/αα (8.94%). The four most common genotypes of β-thalassemia were βCD41-42 (32.91%), βIVS-Ⅱ-654 (26.58%), β-28 (21.52%), and βE (10.13%), respectively. 275 cases of abnormal bands were found in Hb electrophoresis of umbilical cord blood, with a detection rate of 42.31%. The abnormal Hb content of α-variant in the neonates was significantly higher than that of β-variant (P < 0.001). The levels of Hb, MCV, MCH, Hb A, and Hb F in neonates with abnormal Hb were lower than those in normal neonates, while the RDW-CV was higher than that in normal neonates, with statistical significantce (P < 0.05). The levels of RBC and Hb A in neonates with abnormal Hb were lower than those in neonates with α-thalassemia, while the level of MCH was higher than that in neonats with α-thalassemia, with statistical significance (P < 0.05). The levels of Hb, MCV, MCH, and Hb A in parents of neonates with abnormal Hb were lower than those in normal adults, while the RDW-CV was higher than that in normal adults, and the differences were statistically significant (P < 0.05).
CONCLUSION
The abnormal Hb content of α-variant in the neonates is significantly higher than that of β-variant in the neonates in Guangzhou, which can help to presume whether it is α chain or β chain based on the abnormal Hb content, providing a reference for globin gene sequencing. Meanwhile, analysis of various hematological screening-related indicators in neonates in the early stage is beneficial for early warning of the occurrence of abnormal Hb combined with thalassemia, reducing missed diagnoses to a certain extent.
Humans
;
Infant, Newborn
;
Genotype
;
Hemoglobins, Abnormal/genetics*
;
China/epidemiology*
;
alpha-Thalassemia/epidemiology*
;
beta-Thalassemia/genetics*
;
Parents
;
Female
;
Male
;
Fetal Blood
9.Analysis of Genetic Test Results and Red Blood Cell Parameters of β-Thalassemia in Kunming Area.
Xiao-Lu GUO ; Ya-Min WU ; Yan-Liang ZHANG
Journal of Experimental Hematology 2025;33(2):481-485
OBJECTIVE:
To investigate the gene carrier rate and genotype distribution characteristics of thalassemia in the population of Kunming, and compare the differences of red blood cell (RBC) parameters between β+ heterozygous carriers, β0 heterozygous carriers and healthy population, as well as between different sexes of adults aged 18-45 years.
METHODS:
A retrospective analysis of 3 195 cases of thalassemia gene screened in the First Affiliated Hospital of Kunming Medical University from April 1, 2020 to March 31, 2022 was performed to detect 21 mutations of β-globin genes which was common in Chinese people using fluorescence PCR melting curve method. Patients with single heterozygous carrying β-thalassemia gene were divided into β+ heterozygote group and β0 heterozygote group, while the control group consisted of 219 healthy individuals. Four indices, including RBC, hemoglobin (Hb), mean corpuscular volume (MCV), and mean corpuscular hemoglobin (MCH) were collected from all β heterozygous carriers and 219 healthy people, and compared between β+ heterozygote group, β0 heterozygote group and control group, as well as between β+ heterozygous carriers, β0 heterozygous carriers and healthy population of different sexes aged 18-45 years.
RESULTS:
There were 688 cases confirmed thalassemia gene carriers, accounting for 21.53%. Among them, 322 cases were found to have β-globin gene mutations, including 145 cases of β+ heterozygote, 151 cases of β0 heterozygote, and 14 cases of β+ homozygotes as well as β+ and β0 dual heterozygotes. Additionally, 12 cases were found to have simultaneous mutation or deletion of β-globin and α-globin. The carrier rate of CD26 G>A mutation in β+ thalassemia was the highest, accounting for 57.9%, while in β0 thalassemia CD17 A>T was the highest, accounting for 46.4%. The erythrocyte parameters of 296 β heterozygous mutation carriers were compared with the normal reference interval, and it was found that 218 cases with RBC value greater than the highest value of reference interval, while 105, 281, and 269 cases with Hb, MCV, and MCH value less than the lowest value of reference interval, respectively. There were significant differences in the 4 erythrocyte parameters between β+ heterozygotes, β0 heterozygotes and healthy individuals (all P < 0.001), and further comparison between different sexes also showed significant differences (all P < 0.001).
CONCLUSIONS
The carrier rates of thalassemia gene and β-thalassemia heterozygote are both at high level in Kunming, and there are significant differences in the erythrocyte parameters between β+ heterozygous carriers, β0 heterozygous carriers and healthy individuals. When genetic counseling, it is necessary to inform and strengthen screening among adults of marriageable age to prevent birth of children with severe thalassemia.
Humans
;
beta-Thalassemia/blood*
;
Adult
;
Heterozygote
;
Male
;
Female
;
beta-Globins/genetics*
;
Retrospective Studies
;
Middle Aged
;
Mutation
;
Adolescent
;
Genotype
;
Erythrocytes
;
Erythrocyte Indices
;
Young Adult
;
China
;
Genetic Testing
;
Asian People/genetics*
10.Analysis of the Results of Thalassemia Gene Screening in 9 334 Cases in Guiyang Region.
Chun-Huan ZHOU ; Wen-Bing ZOU ; Zheng-Yuan CAO
Journal of Experimental Hematology 2025;33(2):486-490
OBJECTIVE:
To investigate the common genotypes and distribution characteristics of thalassemia in Guiyang region, and preliminarily analyze the rare mutations of globin genes in this area.
METHODS:
A total of 9 334 individuals who came to our hospital for thalassemia screening from June 2016 to February 2023 were included in this study. They were examined for common thalassemia mutations using PCR-based flow-through hybridization technology. Meanwhile, rare and unknown mutations were detected by Sanger sequencing.
RESULTS:
Among the 9 334 cases, 895 positive cases of common thalassemia were detected, with a positive rate of 9.59%. Among the positive samples, 565 cases (63.13%) were confirmed to be α thalassemia, of which the most common genotypes were αα/-α3.7 (46.37%), followed by αα/--SEA(26.55%) and αα/-α4.2(10.62%); 310 cases (34.64%) were diagnosed as β thalassemia, with βCD17/βN (39.35%) being the most frequent genotype, followed by βCD41-42 /βN (31.29%) and β IVS-II-654/ βN (12.90%). There were 20 cases (2.23%) of αβ complex thalassemia, mainly being αα/-α3.7 combined with βCD17 /βN . Additionally, 8 cases of rare globin gene mutations were found by Sanger sequencing, including 7 mutation types. Among them, HBB: c. -137C> T (-87 C>T) was reported for the first time in Guizhou; HBA1 : c.*29C>T and HBB : c. 93-50C>T (IVS I-81C>T) were new mutations that had not been recorded in either the HbVar or IthaGenes database.
CONCLUSION
Guiyang region has a high incidence of thalassemia mutations, and these mutations are diverse and complex. Analyzing gene mutation types of thalassemia in this area can contribute to the prevention of the birth of children with severe thalassemia.
Humans
;
Genotype
;
Mutation
;
beta-Thalassemia/genetics*
;
alpha-Thalassemia/genetics*
;
Thalassemia/epidemiology*
;
Genetic Testing
;
China/epidemiology*
;
Male
;
Female


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