1.An intelligent model for classifying supraventricular tachycardia mechanisms based on 12-lead wearable electrocardiogram devices
Hongsen WANG ; Lijie MI ; Yue ZHANG ; Lan GE ; Jiewei LAI ; Tao CHEN ; Jian LI ; Xiangmin SHI ; Jiancheng XIU ; Min TANG ; Wei YANG ; Jun GUO
Journal of Southern Medical University 2024;44(5):851-858
Objective To develop an intelligent model for differential diagnosis of atrioventricular nodal re-entrant tachycardia(AVNRT)and atrioventricular re-entrant tachycardia(AVRT)using 12-lead wearable electrocardiogram devices.Methods A total of 356 samples of 12-lead supraventricular tachycardia(SVT)electrocardiograms recorded by wearable devices were randomly divided into training and validation sets using 5-fold cross validation to establish the intelligent classification model,and 101 patients with the diagnosis of SVT undergoing electrophysiological studies and radiofrequency ablation from October,2021 to March,2023 were selected as the testing set.The changes in electrocardiogram parameters before and during induced tachycardia were compared.Based on multiscale deep neural network,an intelligent diagnosis model for classifying SVT mechanisms was constructed and validated.The 3-lead electrocardiogram signals from Ⅱ,Ⅲ,and V1 were extracted to build new classification models,whose diagnostic efficacy was compared with that of the 12-lead model.Results Of the 101 patients with SVT in the testing set,68 were diagnosed with AVNRT and 33 were diagnosed with AVRT by electrophysiological study.The pre-trained model achieved a high area under the precision-recall curve(0.9492)and F1 score(0.8195)for identifying AVNRT in the validation set.The total F1 scores of the lead Ⅱ,Ⅲ,V1,3-lead and 12-lead intelligent diagnostic models in the testing set were 0.5597,0.6061,0.3419,0.6003 and 0.6136,respectively.Compared with the 12-lead classification model,the lead-Ⅲ model had a net reclassification index improvement of-0.029(P=0.878)and an integrated discrimination index improvement of-0.005(P=0.965).Conclusion The intelligent diagnostic model based on multiscale deep neural network using wearable electrocardiogram devices has an acceptable accuracy for classifying SVT mechanisms.
2.Protective effect of ferulic acid on trimethyltin chloride-induced learning and memory impairment in rats
Guoliang LI ; Mushi YI ; Yue HU ; Youyi WU ; Fenrong LU ; Jiewei ZHENG ; Hecheng LI ; Lili LIU
China Occupational Medicine 2024;51(4):374-380
Objective To establish a trimethyltin chloride (TMT) -induced learning and memory impairment model in rats, and to investigate the protective effects and potential mechanisms of ferulic acid. Methods Specific pathogen-free male SD rats were randomly divided into control group, TMT intoxication group, fluoxetine group and 25, 50, 100 mg/kg ferulic acid group. The rats in the last five groups were injected with a dose of 8 mg/kg body weight TMT solution, and the rats in control group were injected with the same volume of 0.9% sodium chloride solution. After 24 hours of TMT injection, the rats in fluoxetine group were treated 10 mg/kg body weight of fluoxetine, the rats in the three ferulic acid groups were treated with ferulic acid at doses of 25, 50, and 100 mg/kg body weight, respectively. The rats in the control group and TMT intoxication group were treated with the same volume of 0.9% sodium chloride solution, once per day for continuous gavage for 28 days. Morris water maze experiment and light-dark box test were used to assess the learning and memory abilities of the rats. The mRNA and protein expressions of nuclear transcription factor-κB (NF-κB), tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β) in the rat hippocampus were detected by real-time quantitative polymerase chain reaction and Western blot. The levels of reactive oxygen species (ROS) and malondialdehyde (MDA) and the activities of superoxide dismutase (SOD) and catalase (CAT) in the rat hippocampus were detected by enzyme-linked immunosorbent assay. Results Compared with the control group, rats of TMT intoxication group on day four had prolonged escape latency (P<0.05), fewer platform crossing (P<0.05), shorter time spent in the target quadrant and shorter latency to enter the dark compartment (all P<0.05). The mRNA and protein relative expression of NF-κB, TNF-α and IL-1β increased (all P<0.05), ROS and MDA levels increased (all P<0.05), SOD and CAT activities decreased (all P<0.05) in the rat hippocampus of TMT intoxication group on day four compared with that of the control group. Except for the terms of escape latency and target quadrant period of the rats in the 25 mg/kg ferulic acid group, rats in three ferulic acid groups on day four had lower escape latency (all P<0.05), more platform crossing (all P<0.05), longer period in the target quadrant and longer latency to enter the dark compartment (all P<0.05), compared with TMT intoxication group. Except for the relative protein expression of TNF-α in the rats of 50 mg/kg ferulic acid group, the mRNA and protein expression of NF-κB, TNF-α and IL-1β decreased (all P<0.05), ROS and MDA levels were reduced (all P<0.05), and the activities of SOD and CAT increased (all P<0.05) in the hippocampus of rats of 50 and 100 mg/kg ferulic acid groups compared with TMT intoxication group. Conclusion Ferulic acid can reverse TMT-induced learning and memory impairment in rats, and its mechanism of action may be related to alleviating oxidative stress damage and excessive inflammatory response in rat hippocampus.
3.Effects of long-term exposure to new types of light emitting diode sources on neurobehavior of rats
Fengrong LU ; Zhaoyang FENG ; Yihua SHI ; Guoliang LI ; Jiewei ZHENG ; Yuli ZENG ; Xiangrong SONG ; Xiao ZHANG ; Hongling LI ; Lihai ZENG ; Zhiwei XIE ; Jin WU ; Wenliang ZHOU ; Hailan WANG
China Occupational Medicine 2024;51(6):614-621
Objective To investigate the effects of long-term exposure to three new types of light emitting diode (LED) sources on the behavior, learning, and memory of rats. Methods A total of 160 specific pathogen-free SD rats were divided into eight groups as followed, trichromatic fluorescent lamps color temperature control group, violet-chip full-spectrum white LED group, blue-chip white LED group, and blue-chip full-spectrum white LED group based on the light sources types, with color temperature of 4 000 K and 6 500 K groups in each group using the 4×2 factorial design. There were 20 rats in each group, with half of the rats were males and half females. Rats were exposed to artificial lighting, and the illumination was set at 750 lx. The rats in each group were exposed to different lighting environments for 12 hours per day for 24 weeks. The open-field and step-down tests were conducted in rats after 24 weeks exposure, followed by sacrifice of rats and measurement of organ coefficients. Differences in body weight, organ coefficients, and neurobehavioral indexes of rats in different groups were compared. Results The spleen coefficient of female rats decreased in blue-chip white LED of 6 500 K color temperature group, and the liver coefficient of male rats decreased in the violet-chip full-spectrum white LED of 4 000 K color temperature, blue-chip full-spectrum white LED of 4 000 K color temperature, and blue-chip full-spectrum white LED of 6 500 K color temperature groups, compared with the same-sex rats in trichromatic fluorescent lamps with same-color temperature control group (all P<0.05). The result of different types of light sources compared in the open-field test showed that the index of total distance and movement speed of female rats in the blue-chip full-spectrum white LED group were lower than those in the other three groups, and the time cost to the central area was longer than that in the blue-chip white LED group and the violet-chip full-spectrum white LED group (all P<0.05). The total distance and movement speed of male rats in the blue-chip full-spectrum white LED group were longer or higher than those in the violet-chip full-spectrum white LED group (all P<0.05). Based on the comparison of color temperature, the time and total distance of male rats in 6 500 K color temperature group were lower than that in the 4 000 K color temperature group (both P<0.05). In the step-down test, both male and female rats in the blue-chip full-spectrum white LED group made more errors compared with other three groups with the same gender (all P<0.05). Conclusion Based on the experimental conditions of this study, the blue-chip full-spectrum white light LED affects behavior, learning and memory of the rats, and trichromatic fluorescent lamp has the lowest effect on neurobehavior. The color temperature also affects behavior of the rats, and high color temperature has higher risk.
4.An intelligent model for classifying supraventricular tachycardia mechanisms based on 12-lead wearable electrocardiogram devices
Hongsen WANG ; Lijie MI ; Yue ZHANG ; Lan GE ; Jiewei LAI ; Tao CHEN ; Jian LI ; Xiangmin SHI ; Jiancheng XIU ; Min TANG ; Wei YANG ; Jun GUO
Journal of Southern Medical University 2024;44(5):851-858
Objective To develop an intelligent model for differential diagnosis of atrioventricular nodal re-entrant tachycardia(AVNRT)and atrioventricular re-entrant tachycardia(AVRT)using 12-lead wearable electrocardiogram devices.Methods A total of 356 samples of 12-lead supraventricular tachycardia(SVT)electrocardiograms recorded by wearable devices were randomly divided into training and validation sets using 5-fold cross validation to establish the intelligent classification model,and 101 patients with the diagnosis of SVT undergoing electrophysiological studies and radiofrequency ablation from October,2021 to March,2023 were selected as the testing set.The changes in electrocardiogram parameters before and during induced tachycardia were compared.Based on multiscale deep neural network,an intelligent diagnosis model for classifying SVT mechanisms was constructed and validated.The 3-lead electrocardiogram signals from Ⅱ,Ⅲ,and V1 were extracted to build new classification models,whose diagnostic efficacy was compared with that of the 12-lead model.Results Of the 101 patients with SVT in the testing set,68 were diagnosed with AVNRT and 33 were diagnosed with AVRT by electrophysiological study.The pre-trained model achieved a high area under the precision-recall curve(0.9492)and F1 score(0.8195)for identifying AVNRT in the validation set.The total F1 scores of the lead Ⅱ,Ⅲ,V1,3-lead and 12-lead intelligent diagnostic models in the testing set were 0.5597,0.6061,0.3419,0.6003 and 0.6136,respectively.Compared with the 12-lead classification model,the lead-Ⅲ model had a net reclassification index improvement of-0.029(P=0.878)and an integrated discrimination index improvement of-0.005(P=0.965).Conclusion The intelligent diagnostic model based on multiscale deep neural network using wearable electrocardiogram devices has an acceptable accuracy for classifying SVT mechanisms.
5.Establishment of the norm of Core Occupational Stress Scale for workers of electronic manufacturing industry in China
Manqi HUANG ; Huiqing CHEN ; Xiaoyi LI ; Danping XIE ; Jiewei ZHENG ; Min YANG ; Jiabin CHEN ; Jin WANG ; Xiaoman LIU
China Occupational Medicine 2023;50(5):556-560
{L-End}Objective To establish the norm of Core Occupational Stress Scale (COSS) for electronic manufacturing industry workers in China. {L-End}Methods A total of 3 049 workers from five electronic manufacturing enterprises in four prefecture-level cities concentrated distribution of the electronics manufacturing industry in China were selected as research subjects using a stratified sampling method. COSS was used to investigate occupational stress levels, and the mean norm, percentile norm and threshold norms were established. {L-End}Results The average score of COSS for the electronic manufacturing industry workers in China was (43.5±7.4) points, and the average scores of social support, organization and reward, demand and effort, and autonomy dimensions were (9.5±3.1), (15.1±3.9), (13.1±3.0), and (5.7±2.0) points, respectively. A total score of 0.0-<47.0 points was determined as no occupational stress, 47.0-<51.0 points as mild occupational stress, 51.0-≤54.0 points as moderate occupational stress, and >54.0 points as severe occupational stress. {L-End}Conclusion The norm of COSS for workers in China's electronics manufacturing industry has been established, which can provide a reference for the evaluation and intervention of their occupational stress levels.
6.Serum exosome-mediated lncRNA HOTTIP regulates cisplatin resistance in gastric cancer cells through the miR-138-5p/TJP1 axis
Mingyang HAN ; Junwei BAI ; Jiewei NIE ; Yuanyuan LI ; Chao ZHANG
Chinese Journal of Digestive Surgery 2023;22(12):1467-1475
Objective:To investigate the effects of serum exosomes of patients with gastric cancer on cisplatin resistance, clonal formation, migration, invasion and apoptosis of the AGS gastric cancer cells, and the corresponding molecular mechanisms.Methods:The experimental study was conducted. The exosomes of patients with gastric cancer was separated from their serum, and the expression of lncRNA HOTTIP was analyzed using the quantitative real time polymerase chain reaction (qRT-PCR). Normal gastric epithelial cell line GES1, gastric cancer cell line AGS and human embryonic kidney cell 293T were cultured in vitro. AGS cells were incubated with exosomes (Exo),with phos-phate buffered saline (PBS) treatment as control, and transfected with si-NC or si-HOTTIP-3, named as Exo group, PBS group, si-NC+Exo group, and si-HOTTIP-3+Exo group. The AGS cells were trans-fected with si-NC, si-HOTTIP-1, si-HOTTIP-2, si-HOTTIP-3, oe-HOTTIP, vector, oe-HOTTIP+miR-138-5p mimic, oe-HOTTIP+mimic NC, miR-138-5p inhibitor, inhibitor NC, miR-138-5p inhibitor+si-TJP1 and miR-138-5p inhibitor+si-NC. They were recorded as si-NC group, si-HOTTIP-1 group, si-HOTTIP-2 group, si-HOTTIP-3 group, oe-HOTTIP group, vector group, oe-HOTTIP+miR-138-5p mimic group, oe-HOTTIP+mimic NC group, miR-138-5p inhibitor group, inhibitor NC group, miR-138-5p inhibitor+si-TJP1 group and miR-138-5p inhibitor+si-NC group. The 293T cells transfected with mimic NC+HOTTIP wt, miR-138-5p mimic+HOTTIP wt, mimic NC+HOTTIP mut, miR-138-5p mimic+HOTTIP mut, mimic NC+TJP1 3'UTR wt, miR-138-5p mimic+TJP1 3'UTR wt, mimic NC+TJP1 3'UTR mut, miR-138-5p mimic+TJP1 3'UTR mut were recorded as the mimic NC+HOTTIP wt group, miR-138-5p mimic+HOTTIP wt group, mimic NC+HOTTIP mut group, miR-138-5p mimic+HOTTIP mut group, mimic NC+TJP1 3'UTR wt group, miR-138-5p mimic+TJP1 3'UTR wt group, mimic NC+TJP1 3'UTR mut group, miR-138-5p mimic+TJP1 3'UTR mut group. The cell counting kit-8 (CCK8) was used to analyze the cisplatin sensitivity of gastric cancer cells. The colony formation experiment was used to analyze the colony formation of gastric cancer cells. The Transwell experiment was used to analyzed cell migration and invasion of gastric cancer cells. The flow cytometry experiment was used to analyze cell apoptosis of gastric cancer cells. The Western bolt assay was used to analyze the expression of exosome marker proteins, including the CD63 and CD81, and the protein of TJP1, the drug-resistance related proteins, including the P-gp and MCL-1. The dual-luciferase assay was used to analyze the targeted relationships among lncRNA HOTTIP, miR-138-5p and TJP1. Observation indicators: (1) expression of lncRNA HOTTIP; (2) resistance of gastric cancer cells to cisplatin regulated by exosome-mediated lncRNA HOTTIP; (3) regulation of cisplatin resistance in gastric cancer cells mediated by miR-138-5p through lncRNA HOTTIP overexpression; (4) targeting of TJP1 gene 3′-untranslated region (UTR) by miR-138-5p; (5) regulation of cisplatin resistance in gastric cancer cells by TJP1 through miR-138-5p inhibition. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the t test. The one-way ANOVA was used for comparison for multiple groups and the Tukey′s test was used for further pairwise compari-son. Count data were described as absolute numbers, and the chi-square test was used for comparison. Correlation analysis was conducted using the Pearson′s test. Results:(1) Expression of lncRNA HOTTIP. The expression of lncRNA HOTTIP in the serum exosome of patients with gastric cancer was higher than that in healthy volunteers, showing a significant difference ( P<0.05). Results of transmi-ssion electron microscopy examination showed that the serum exosomes were circular or oval in shape. Results of Western bolt assay showed the expression of marker proteins of CD63 and CD81 in serum exosomes. (2) Resistance of gastric cancer cells to cisplatin regulated by exosome-mediated lncRNA HOTTIP. Compared with the PBS group, the biochemical half maximal inhibitory concentra-tion (IC50), the number of clone formation, the number of invasive cell, the number of migratory cell, expression of P-gp protein, expression of MCL-1 protein in the Exo group increased, while the cell apoptosis rate decreased, showing significant differences between them ( P<0.05). Compared with the si-NC+Exo group, the IC50, the number of clone formation, the number of invasive cell, the number of migratory cell, expression of P-gp protein, expression of MCL-1 protein in the si-HOTTIP-3+Exo group decreased, while the cell apoptosis rate increased, showing significant differences between them ( P<0.05). (3) Regulation of cisplatin resistance in gastric cancer cells mediated by miR-138-5p through lncRNA HOTTIP overexpression. Compared with the vector group, the IC50, the number of clone formation, the number of invasive cell, the number of migratory cell, expression of P-gp protein, expression of MCL-1 protein in the oe-HOTTIP group increased, while the cell apoptosis rate decreased, showing significant differences between them ( P<0.05). Compared with the oe-HOTTIP+mimic NC group, the IC50, the number of clone formation, the number of invasive cell, the number of migratory cell, expression of P-gp protein, expression of MCL-1 protein in the oe-HOTTIP+miR-138-5p mimic group increased, while the cell apoptosis rate decreased, showing significant differences between them ( P<0.05). (4) Targeting of TJP1 gene 3′-UTR by miR-138-5p. Results of dual-luciferase assay showed that the luciferase activity in 293T cells treatment with mimics of control+vectors of wild type of TJP1 gene 3′-UTR and 293T cells treatment with mimics of miR-138-5p+vectors of wild type of TJP1 gene 3′-UTR was 1.00±0.09 and 0.21±0.03, respectively, showing a significant difference between them ( t=15.02, P<0.05). (5) Regulation of cisplatin resistance in gastric cancer cells by TJP1 through miR-138-5p inhibition. Compared with the inhibitor group, the IC50, the number of clone formation, the number of invasive cell, the number of migratory cell, expression of P-gp protein, expression of MCL-1 protein in the miR-138-5p inhibitor group increased, while the cell apoptosis rate decreased, showing significant differences between them ( P<0.05). Compared with the miR-138-5p inhibitor+si-NC group, the IC50, the number of clone formation, the number of invasive cell, the number of migratory cell, expression of P-gp protein, expression of MCL-1 protein in the miR-138-5p inhibitor+si-TJP1 group decreased, while the cell apoptosis rate increased, showing significant differences between them ( P<0.05). Conclusion:Serum exosomes-mediated lncRNA HOTTIP can promote cisplatin resistance, clonal formation, migration, invasion and apoptosis of gastric cancer cells and inhibit cell apoptosis of gastric cancer cells through regulating the expression of miR-138-5p/TJP1.
7.Automatic diagnosis of eyelid tumors based on target localization
Jiewei JIANG ; Haiyang LIU ; Tongtong LIN ; Mengjie PEI ; Xumeng WEI ; Jiamin GONG ; Zhongwen LI
Chinese Journal of Medical Physics 2023;40(12):1468-1476
Eyelid tumor is a serious eye disease that leads to vision loss or even blindness.The similarity between benign and malignant characteristics makes it difficult for ophthalmologists lacking clinical experience to distinguish between them.To address the problem,a method(ResNet101_CBAM)based on two-stage target localization using fully convolutional one-stage object detection(FCOS)and residual network incorporating a dual attention mechanism is proposed to realize the automatic diagnosis of benign and malignant eyelid tumors.FCOS is used to automatically localize the overall contour of the orbit,removing the background and surrounding noise,and then finely localize the tumor lesion inside the orbit.The obtained lesion region is input into ResNet101_CBAM for the automatic diagnosis of benign and malignant eyelid tumors.The experimental results show that the average precision of the target localization algorithm for tumor lesion is 0.821,and that compared with ResNet101,ResNet101_CBAM improves the sensitivity and accuracy in eyelid tumor classification by 4.7%and 3.0%,respectively,indicating that the proposed model has superior performances in the automatic diagnosis of benign and malignant eyelid tumors.
8.Characteristics and trends in clinical studies on aesthetic and plastic medical devices in China
Yuhang CHE ; Yilue ZHENG ; Yongqian WANG ; Haiyue JIANG ; Kexin CHEN ; Ning LI ; Jiewei WU ; Yan YAN
Chinese Journal of Plastic Surgery 2022;38(12):1390-1396
Objective:To systematically describe the characteristics and trends of clinical studies on aesthetic and plastic devices from 2016 to 2020 in China.Methods:Clinical studies on aesthetic and plastic devices conducted in China from 2016 to 2020 were identified through ClinicalTrials.gov and the Chinese Clinical Trial Registry using predetermined search strings. Data on indications, medical device, sponsor type, and study design were collected and analyzed.Results:From 2016 to 2020, 118 registered clinical studies were identified and analyzed, among which 100 trials (84.7%) were initiated by medical institutions and the remaining were initiated by medical device enterprises. The number of studies increased from 12 to 42 from 2016 to 2020 with an average annual growth rate of 39.6%. For indication types, there are 90(76.3%) studies on skin defects, followed by 21(17.8%) on maxillofacial defects, 5(4.2%) on hair defects and 2(1.7%) on breast defects. The top four indications were scars, acne, nasolabial folds, and port-wine stains. For device types, photoelectric devices were involved in 73(61.9%) studies, followed by surgical devices [20(16.9%)] and injection devices [19(16.1%)]. Laser devices were the research focus among all photoelectric device categories. There were 11 clinical studies on scar treatment using laser treatment equipment, of which 6 trials applied parallel controlled study design, and the remaining trials applied self-controlled design. The sample size of these 11 trials ranged from 15 to 110.Conclusions:The number of registered clinical studies on aesthetic and plastic devices kept growing in the last few years. Skin related indications and photoelectric devices have become the hot spot in the field.
9.Characteristics and trends in clinical studies on aesthetic and plastic medical devices in China
Yuhang CHE ; Yilue ZHENG ; Yongqian WANG ; Haiyue JIANG ; Kexin CHEN ; Ning LI ; Jiewei WU ; Yan YAN
Chinese Journal of Plastic Surgery 2022;38(12):1390-1396
Objective:To systematically describe the characteristics and trends of clinical studies on aesthetic and plastic devices from 2016 to 2020 in China.Methods:Clinical studies on aesthetic and plastic devices conducted in China from 2016 to 2020 were identified through ClinicalTrials.gov and the Chinese Clinical Trial Registry using predetermined search strings. Data on indications, medical device, sponsor type, and study design were collected and analyzed.Results:From 2016 to 2020, 118 registered clinical studies were identified and analyzed, among which 100 trials (84.7%) were initiated by medical institutions and the remaining were initiated by medical device enterprises. The number of studies increased from 12 to 42 from 2016 to 2020 with an average annual growth rate of 39.6%. For indication types, there are 90(76.3%) studies on skin defects, followed by 21(17.8%) on maxillofacial defects, 5(4.2%) on hair defects and 2(1.7%) on breast defects. The top four indications were scars, acne, nasolabial folds, and port-wine stains. For device types, photoelectric devices were involved in 73(61.9%) studies, followed by surgical devices [20(16.9%)] and injection devices [19(16.1%)]. Laser devices were the research focus among all photoelectric device categories. There were 11 clinical studies on scar treatment using laser treatment equipment, of which 6 trials applied parallel controlled study design, and the remaining trials applied self-controlled design. The sample size of these 11 trials ranged from 15 to 110.Conclusions:The number of registered clinical studies on aesthetic and plastic devices kept growing in the last few years. Skin related indications and photoelectric devices have become the hot spot in the field.
10.Application of MALDI-TOF MS in clinical difficult blood group typing
Aijing LI ; Minghao LI ; Jiaxuan YANG ; Qiong LU ; Wei SHEN ; Jiewei ZHENG ; Sha JIN ; Dong XIANG ; Qixiu YANG ; Ziyan ZHU ; Luyi YE
Chinese Journal of Blood Transfusion 2022;35(9):923-928
【Objective】 To explore the application of matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF MS) in the genotyping of difficult blood typing samples, and to provide evidence for clinical blood transfusion. 【Methods】 Three ambiguous blood group samples, submitted to Shanghai Blood Center by Shanghai regional hospitals, were studied, of which Sample1 included the proband and his parents. Serological methods were used to perform blood group typing, direct antibody test, unexpected antibody screening and identification test. Blood group genotyping was performed by using the MALDI-TOF MS detection systeme stablished in our laboratory. Sanger sequencing was used to confirm gene mutation sites, and serological or flow methods were used to verify specific samples′ phenotype. 【Results】 Serological results indicated the existence of antibodies against high frequency antigens in sample 1 (including proband and her mother), 2 and 3. The genotyping results of MALDI-TOF MS showed that the proband of sample 1 was Di(a+ b+ ), her father was Di(a-b+ ), her mother was Di(a+ b-), sample 2 was p, and sample 3 was Jr(a-). Sequencing results of three samples were consistent with mass spectrometry typing results. Serological results showed that sample 2 had a p phenotype. The flow cytometry results suggested that sample 3 had a Jr(a-) phenotype. 【Conclusion】 For the first time, we applied MALDI-TOF MS technology to blood type genotyping of ambiguous clinical samples in China. Compared with other genotyping methods such as PCR-SSP, MALDI-TOF MS has the advantages of rapid detection, high throughput and high specificity, which would contribute to identification of difficult blood typing samples in the future, as well as rare blood group screening.

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