1.Three-dimensional ultrasonography assessment of fetal auricle for predicting congenital aural atresia
Youlu LIU ; Ting LEI ; Yuting JIANG ; Ju ZHENG ; Qiao ZHENG ; Miao HE ; Lihe ZHANG ; Hongning XIE
Chinese Journal of Ultrasonography 2025;34(2):155-160
Objective:To explore the value of prenatal three-dimensional ultrasonography(3DUS)in displaying auricular morphotyping and dimensions for predicting congenital aural atresia(CAA).Methods:A retrospective collection of 227 fetuses who underwent ultrasound scans and retained auricular 3DUS volumes from January 2018 to December 2023 at the First Affiliated Hospital of Sun Yat-sen University was conducted. Fetuses were divided into two groups:a CAA group(52 fetuses,62 auricles)and a non-CAA group(175 fetuses,202 auricles),based on the presence or absence of external auditory canal identified through postnatal examination. According to 3DUS auricular contour and presence or absence of the concha,the auricles were divided into 4 types:type Ⅰ,C-shaped auricle with a concha;type Ⅱ,Irregular auricle with a concha;type Ⅲ,C-shaped auricle without a concha;type Ⅳ,Irregular auricle without a concha. And auricular length(AL)and width(AW)were measured to calculate the product of the auricular length and width(ALW). Normal reference ranges for ALW from the non-CAA group were developed. Differences of the auricular morphotyping and Z-score of ALW(ALWZ)were compared between the two groups. Receiver operating characteristic(ROC)curves were used to evaluate the diagnostic efficiency of auricular morphotyping,ALWZ and the regression model. A Logistic regression model for CAA based on auricular morphotyping and ALWZ were established.Results:The auricular morphotyping and ALWZ between the two groups were different statistically(both P<0.05). The AUC of the auricular morphotyping and ALWZ predicting CAA were 0.960(95% CI = 0.923 - 0.997)and 0.975(95% CI = 0.959 - 0.991)individually. Formula for CAA prediction model combining the two indicators(5.379 × morphotyping - 2.386 × ALWZ - Conclusions:The auricular morphotyping and dimensions can effectively predict CAA.
2.Establishment and validation of an artificial intelligence model for ultrasound image quality control in early pregnancy
Yuting JIANG ; Qiao ZHENG ; Caixin HUANG ; Ting LEI ; Hongning XIE
Chinese Journal of Ultrasonography 2025;34(7):563-570
Objective:To develop a deep learning-based artificial intelligence system for assessing image quality in early pregnancy ultrasound,and to evaluate its performance in anatomical structure identification and quality control.Methods:A retrospective study was conducted by collecting 17 910 static ultrasound images of 8 quality-control planes from fetuses at 11 to 13 +6 weeks of gestation who underwent routine first-trimester ultrasound examinations at the First Affiliated Hospital of Sun Yat-sen University from June 2018 to June 2024. The dataset was divided into a training set(12 536 images),a test set(3 582 images),and a validation set(1 792 images)in a 7∶2∶1 ratio to develop a prenatal-screening artificial intelligence system(PSAIS)and to evaluate its performance in the automatic recognition and quality control of standard planes during early pregnancy. The average precision and mean average precision(mAP)were used to measure the model's ability to recognize the anatomical structures on each plane. Intraclass correlation coefficient(ICC)and Kappa statistics were used to assess the consistency between PSAIS and expert-level sonographers in both plane image quality assessment and standardization. The efficiency of PSAIS was also compared to manual quality control. Results:In the test set,the mAP values for recognizing the anatomical structures of the 8 quality-control planes all exceeded 0.800. In the validation set,PSAIS demonstrated moderate to good agreement with two experts in image quality evaluation:the ICC ranged from 0.713 to 0.843 for one expert and 0.678 to 0.788 for the other,while the Kappa values ranged from 0.590 to 0.768 and 0.530 to 0.702,respectively. In terms of plane standardization scoring,PSAIS showed particularly high agreement with expert ratings on the transventricular view(compliance rate 94.6%,Kappa=0.860)and the four-chamber cardiac view with blood flow(compliance rate 94.1%,Kappa=0.778),with agreement above 70% for the remaining planes. Compared with manual quality-control,PSAIS significantly increased processing speed:the total processing time was only 413 seconds,markedly less than the 77 008 seconds and 94 918 seconds required for manual QC( P<0.001). Conclusions:The PSAIS system performs well in recognizing and controlling the quality of standard ultrasound planes in early pregnancy,demonstrating high consistency with expert evaluations and significantly improved processing efficiency. It has potential application value in enhancing the quality and efficiency of early pregnancy screening.
3.Three-dimensional ultrasonography assessment of fetal auricle for predicting congenital aural atresia
Youlu LIU ; Ting LEI ; Yuting JIANG ; Ju ZHENG ; Qiao ZHENG ; Miao HE ; Lihe ZHANG ; Hongning XIE
Chinese Journal of Ultrasonography 2025;34(2):155-160
Objective:To explore the value of prenatal three-dimensional ultrasonography(3DUS)in displaying auricular morphotyping and dimensions for predicting congenital aural atresia(CAA).Methods:A retrospective collection of 227 fetuses who underwent ultrasound scans and retained auricular 3DUS volumes from January 2018 to December 2023 at the First Affiliated Hospital of Sun Yat-sen University was conducted. Fetuses were divided into two groups:a CAA group(52 fetuses,62 auricles)and a non-CAA group(175 fetuses,202 auricles),based on the presence or absence of external auditory canal identified through postnatal examination. According to 3DUS auricular contour and presence or absence of the concha,the auricles were divided into 4 types:type Ⅰ,C-shaped auricle with a concha;type Ⅱ,Irregular auricle with a concha;type Ⅲ,C-shaped auricle without a concha;type Ⅳ,Irregular auricle without a concha. And auricular length(AL)and width(AW)were measured to calculate the product of the auricular length and width(ALW). Normal reference ranges for ALW from the non-CAA group were developed. Differences of the auricular morphotyping and Z-score of ALW(ALWZ)were compared between the two groups. Receiver operating characteristic(ROC)curves were used to evaluate the diagnostic efficiency of auricular morphotyping,ALWZ and the regression model. A Logistic regression model for CAA based on auricular morphotyping and ALWZ were established.Results:The auricular morphotyping and ALWZ between the two groups were different statistically(both P<0.05). The AUC of the auricular morphotyping and ALWZ predicting CAA were 0.960(95% CI = 0.923 - 0.997)and 0.975(95% CI = 0.959 - 0.991)individually. Formula for CAA prediction model combining the two indicators(5.379 × morphotyping - 2.386 × ALWZ - Conclusions:The auricular morphotyping and dimensions can effectively predict CAA.
4.Establishment and validation of an artificial intelligence model for ultrasound image quality control in early pregnancy
Yuting JIANG ; Qiao ZHENG ; Caixin HUANG ; Ting LEI ; Hongning XIE
Chinese Journal of Ultrasonography 2025;34(7):563-570
Objective:To develop a deep learning-based artificial intelligence system for assessing image quality in early pregnancy ultrasound,and to evaluate its performance in anatomical structure identification and quality control.Methods:A retrospective study was conducted by collecting 17 910 static ultrasound images of 8 quality-control planes from fetuses at 11 to 13 +6 weeks of gestation who underwent routine first-trimester ultrasound examinations at the First Affiliated Hospital of Sun Yat-sen University from June 2018 to June 2024. The dataset was divided into a training set(12 536 images),a test set(3 582 images),and a validation set(1 792 images)in a 7∶2∶1 ratio to develop a prenatal-screening artificial intelligence system(PSAIS)and to evaluate its performance in the automatic recognition and quality control of standard planes during early pregnancy. The average precision and mean average precision(mAP)were used to measure the model's ability to recognize the anatomical structures on each plane. Intraclass correlation coefficient(ICC)and Kappa statistics were used to assess the consistency between PSAIS and expert-level sonographers in both plane image quality assessment and standardization. The efficiency of PSAIS was also compared to manual quality control. Results:In the test set,the mAP values for recognizing the anatomical structures of the 8 quality-control planes all exceeded 0.800. In the validation set,PSAIS demonstrated moderate to good agreement with two experts in image quality evaluation:the ICC ranged from 0.713 to 0.843 for one expert and 0.678 to 0.788 for the other,while the Kappa values ranged from 0.590 to 0.768 and 0.530 to 0.702,respectively. In terms of plane standardization scoring,PSAIS showed particularly high agreement with expert ratings on the transventricular view(compliance rate 94.6%,Kappa=0.860)and the four-chamber cardiac view with blood flow(compliance rate 94.1%,Kappa=0.778),with agreement above 70% for the remaining planes. Compared with manual quality-control,PSAIS significantly increased processing speed:the total processing time was only 413 seconds,markedly less than the 77 008 seconds and 94 918 seconds required for manual QC( P<0.001). Conclusions:The PSAIS system performs well in recognizing and controlling the quality of standard ultrasound planes in early pregnancy,demonstrating high consistency with expert evaluations and significantly improved processing efficiency. It has potential application value in enhancing the quality and efficiency of early pregnancy screening.
5.Analysis of HIV-1 genetic subtype and pretreatment drug resistance among men who have sex with men infected with HIV-1 from 19 cities of 6 provinces in China.
Ran ZHANG ; Ting Li DONG ; Wen Li LIANG ; Zhao Bing CAO ; Zhen XIE ; Kang Mai LIU ; Fei YU ; Geng Feng FU ; Yu Qi ZHANG ; Guo Yong WANG ; Qiao Qin MA ; Shao Bin WU ; Yan LI ; Wei DONG ; Zhen JIANG ; Jie XU ; Zun You WU ; Jun YAO ; Pin Liang PAN ; Mao Feng QIU
Chinese Journal of Epidemiology 2022;43(4):523-527
Objective: To investigate the distribution of HIV-1 genetic subtypes and pretreatment drug resistance (PDR) among men who have sex with men (MSM) from 19 cities of 6 provinces in China. Methods: From April to November 2019, 574 plasma samples of ART-naive HIV-1 infected MSM were collected from 19 cities in Hebei, Shandong, Jiangsu, Zhejiang, Fujian, and Guangdong provinces, total ribonucleic acid (RNA) was extracted and amplified the HIV-1 pol gene region by nested polymerase chain reaction (PCR) after reverse transcription. Then sequences were used to construct a phylogenetic tree to determine genetic subtypes and submitted to the Stanford drug resistance database for drug resistance analysis. Results: A total of 479 samples were successfully amplified by PCR. The HIV-1 genetic subtypes included CRF01_AE, CRF07_BC, B, CRF55_01B, CRF59_01B, CRF65_cpx, CRF103_01B, CRF67_01B, CRF68_01B and unrecognized subtype, which accounted for 43.4%, 36.3%, 6.3%, 5.9%, 0.8%, 0.8%, 0.4%, 0.4%, 0.2% and 5.5%, respectively. The distribution of genetic subtypes among provinces is statistically different (χ2=44.141, P<0.001). The overall PDR rate was 4.6% (22/479), the drug resistance rate of non-nucleoside reverse transcriptase inhibitors, nucleoside reverse transcriptase inhibitors, and protease inhibitors were 3.5% (17/479), 0.8% (4/479) and 0.2% (1/479), respectively. The PDR rate of recent infections was significantly higher than that of long-term infections (χ2=4.634, P=0.031). Conclusions: The HIV-1 genetic subtypes among MSM infected with HIV-1 from 19 cities of 6 provinces in China are diverse, and the distribution of subtypes is different among provinces. The overall PDR rate is low, while the PDR rate of recent infections was significantly higher than that of long-term infections, suggesting the surveillance of PDR in recent infections should be strengthened.
China/epidemiology*
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Cities
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Drug Resistance
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Drug Resistance, Viral/genetics*
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Female
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Genotype
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HIV Infections/epidemiology*
;
HIV Seropositivity/drug therapy*
;
HIV-1/genetics*
;
Homosexuality, Male
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Humans
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Male
;
Phylogeny
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Reverse Transcriptase Inhibitors/therapeutic use*
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Sexual and Gender Minorities
6.Resibufogenin suppresses human hepatocellular carcinoma cell proliferation, migration and invasion in vitro
Tong-shan QIAO ; Wen-min ZHOU ; Xin-yue FAN ; Yu-quan ZHANG ; Ting XIE ; Xiao-qi LIN ; Shan QIAO ; Li-heng HAO ; Meng WANG ; Jian-ye ZHANG
Acta Pharmaceutica Sinica 2022;57(7):2101-2107
This manuscript aims to investigate the effects of resibufogenin on the proliferation, migration and invasion of human hepatocellular carcinoma cells and its related mechanisms. MTT assay was used to determine the inhibitory effect of resibufogenin on the growth of four hepatocellular carcinoma cells
7.Association of Overlapped and Un-overlapped Comorbidities with COVID-19 Severity and Treatment Outcomes: A Retrospective Cohort Study from Nine Provinces in China.
Yan MA ; Dong Shan ZHU ; Ren Bo CHEN ; Nan Nan SHI ; Si Hong LIU ; Yi Pin FAN ; Gui Hui WU ; Pu Ye YANG ; Jiang Feng BAI ; Hong CHEN ; Li Ying CHEN ; Qiao FENG ; Tuan Mao GUO ; Yong HOU ; Gui Fen HU ; Xiao Mei HU ; Yun Hong HU ; Jin HUANG ; Qiu Hua HUANG ; Shao Zhen HUANG ; Liang JI ; Hai Hao JIN ; Xiao LEI ; Chun Yan LI ; Min Qing LI ; Qun Tang LI ; Xian Yong LI ; Hong De LIU ; Jin Ping LIU ; Zhang LIU ; Yu Ting MA ; Ya MAO ; Liu Fen MO ; Hui NA ; Jing Wei WANG ; Fang Li SONG ; Sheng SUN ; Dong Ting WANG ; Ming Xuan WANG ; Xiao Yan WANG ; Yin Zhen WANG ; Yu Dong WANG ; Wei WU ; Lan Ping WU ; Yan Hua XIAO ; Hai Jun XIE ; Hong Ming XU ; Shou Fang XU ; Rui Xia XUE ; Chun YANG ; Kai Jun YANG ; Sheng Li YUAN ; Gong Qi ZHANG ; Jin Bo ZHANG ; Lin Song ZHANG ; Shu Sen ZHAO ; Wan Ying ZHAO ; Kai ZHENG ; Ying Chun ZHOU ; Jun Teng ZHU ; Tian Qing ZHU ; Hua Min ZHANG ; Yan Ping WANG ; Yong Yan WANG
Biomedical and Environmental Sciences 2020;33(12):893-905
Objective:
Several COVID-19 patients have overlapping comorbidities. The independent role of each component contributing to the risk of COVID-19 is unknown, and how some non-cardiometabolic comorbidities affect the risk of COVID-19 remains unclear.
Methods:
A retrospective follow-up design was adopted. A total of 1,160 laboratory-confirmed patients were enrolled from nine provinces in China. Data on comorbidities were obtained from the patients' medical records. Multivariable logistic regression models were used to estimate the odds ratio (
Results:
Overall, 158 (13.6%) patients were diagnosed with severe illness and 32 (2.7%) had unfavorable outcomes. Hypertension (2.87, 1.30-6.32), type 2 diabetes (T2DM) (3.57, 2.32-5.49), cardiovascular disease (CVD) (3.78, 1.81-7.89), fatty liver disease (7.53, 1.96-28.96), hyperlipidemia (2.15, 1.26-3.67), other lung diseases (6.00, 3.01-11.96), and electrolyte imbalance (10.40, 3.00-26.10) were independently linked to increased odds of being severely ill. T2DM (6.07, 2.89-12.75), CVD (8.47, 6.03-11.89), and electrolyte imbalance (19.44, 11.47-32.96) were also strong predictors of unfavorable outcomes. Women with comorbidities were more likely to have severe disease on admission (5.46, 3.25-9.19), while men with comorbidities were more likely to have unfavorable treatment outcomes (6.58, 1.46-29.64) within two weeks.
Conclusion
Besides hypertension, diabetes, and CVD, fatty liver disease, hyperlipidemia, other lung diseases, and electrolyte imbalance were independent risk factors for COVID-19 severity and poor treatment outcome. Women with comorbidities were more likely to have severe disease, while men with comorbidities were more likely to have unfavorable treatment outcomes.
Adult
;
Aged
;
COVID-19/virology*
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China/epidemiology*
;
Comorbidity
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Female
;
Humans
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Male
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Middle Aged
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Retrospective Studies
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Severity of Illness Index
;
Treatment Outcome
8.Effect of Serum Free Light Chain on Renal Function and Prognosis in Patients with Newly Diagnosed Multiple Myeloma.
Xu-Duan CHEN ; Xiao-Feng LUO ; Yan-Ping ZU ; Hong YE ; Lin-Lin LI ; Qiao-Ling CHEN ; Wen-Zhen XIE ; Ting YANG ; Jian-Da HU ; Li-Xin WEI
Journal of Experimental Hematology 2019;27(6):1862-1868
OBJECTIVE:
To analyze the effect of serum free light chain (sFLC) on renal function and prognosis in patients with newly diagnosed multiple myeloma (MM).
METHODS:
The clinical data of 70 newly diagnosed MM patients who received sFLC examination in Fujian Medical University Union Hospital were retrospectively analyzed from April 2012 to November 2016. Univariate analysis was used to analyze the risk factors that associated with renal impairment (RI) and prognosis. Logistic regression and Kaplan-Meier analyze were used to analyze the roles of sFLC in RI and the prognosis.
RESULTS:
Out of the 70 patients, 20 patients had RI at the initial diagnosis. Compared to normal renal function group, RI group had lower level of hemoglobin, elevated levels of serum uric acid, corrected calcium, serum creatinine, serum β2 microglobulin, and involved sFLC, higher proportion of patients with ISS stage III, involved sFLC≥500 mg/L, hemodialysis (all P<0.05). Multivariate logistic regression analysis showed that serum uric acid≥430 μmol/L, ISS stage III and a involved sFLC≥500 mg/L were all the independent risk factors for RI in patients with newly diagnosed MM patients (all P<0.05). Receiver operating characteristic (ROC) curves analysis showed that the involved sFLC was 705.0 mg/L, which was a best cut-off value area under curve (AUC) for prediting RI in patients with MM was 0.727 (P=0.003), sensitivity was 65.0% and specificity was 82.0%). After a median follow-up period of 31 (1-84) months, the median overall survival (OS) of patients with involved sFLC≥500mg/L and involved sFLC<500 mg/L were 52.0 and 27.0 months, respectively, there was no statistically significant difference (P=0.137). There was also no statistically significant difference in median OS between the high sFLC ratio group (κ/λ>32 or <0.03) and the low sFLC ratio group (0.03≤κ/λ≤32) (27 months vs 40 months, P=0.436).
CONCLUSION
The involved sFLC in the RI group is significantly higher than that in the normal renal function group in newly diagnosed MM patients. Serum uric acid≥430 μmol/L, ISS stage III and involved sFLC≥500 mg/L are the independent risk factors for RI. Monitoring sFLC in newly diagnosed MM patients is helpful to the prediction of RI, and the involved sFLC level or sFLC ratio may not affect the prognosis of newly diagnosed MM patients.
Humans
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Immunoglobulin Light Chains
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Multiple Myeloma
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Prognosis
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Retrospective Studies
;
Uric Acid
9.Incidence of neonatal asphyxia and contributing factors for the develpment of severe asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture: a multicenter study.
Su-Ying WU ; Fen PENG ; Ting DING ; Hong-Yan TAN ; Qian WU ; Xin-Qiao YU ; Zhi-Ping PAN ; Hong-Ling XIE ; Hong XIA ; Bao-Min FEI ; Kai-Dian LIU ; Zuo-Fen YUAN ; Cong-Rong TAN ; Lang JIANG ; Song-Hua ZHANG ; Qiong YI ; Wei-Hua WU ; Lin-Lin LUO ; Chang-Tao SHEN ; Jin-Fan ZHANG ; Zhen-Ju HUANG ; Shi-Wen XIA
Chinese Journal of Contemporary Pediatrics 2019;21(1):6-10
OBJECTIVE:
To investigate the incidence of neonatal asphyxia and possible contributing factors for the development of severe asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture, China.
METHODS:
A total of 16 hospitals in Hubei Enshi Tujia and Miao Autonomous Prefecture were selected as research centers. A retrospective analysis was performed for the clinical data of 22 294 live births in these 16 hospitals from January to December, 2016 to investigate the incidence rate of neonatal asphyxia and possible contributing factors for the development of severe asphyxia.
RESULTS:
Of the 22 294 neonates born alive, 733 (3.29%) were diagnosed with neonatal asphyxia, among whom 627 had mild asphyxia and 106 had severe asphyxia. The neonates with low maternal education level, maternal anemia during pregnancy, chorioamnionitis, abnormal amniotic fluid, abnormal umbilical cord, placenta previa, placental abruption, Tujia Minority, preterm birth, and low birth weight had a higher incidence of severe asphyxia (P<0.05).
CONCLUSIONS
The incidence rate of neonatal asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture is higher. Low maternal education level, maternal anemia during pregnancy, chorioamnionitis, abnormal amniotic fluid, abnormal umbilical cord, placenta previa, placental abruption, Tujia Minority, preterm birth, and low birth weight may be related to the development of severe neonatal asphyxia.
Asphyxia Neonatorum
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epidemiology
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China
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Humans
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Incidence
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Infant, Newborn
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Retrospective Studies
10.Comparison study of HBV-P mutation detection by MALDI-TOF Ms and direct PCR sequencing.
Fei LIU ; Ting XIAO ; Ling WANG ; Jian-Ping XIE ; Guo-Hong LI ; Qiao-Ling LIANG ; Chun-Hui LUO
Chinese Journal of Hepatology 2011;19(6):436-439
OBJECTIVETo compare the sensitivities of MALDI-TOF MS and direct PCR sequencing on gene mutations detection of hepatitis B virus.
METHODS100 serum samples from chronic hepatitis B patients were collected, which consisted of 90 serum samples (study group) from 90 chronic hepatitis B patients received nucleoside analogues (NA) therapy for more than 1 year and HBV DNA titer still higher than 500 copies/ml and 10 serum samples (blank group) from 10 chronic hepatitis B patients never treated with antiviral therapy and HBV-DNA titer higher than 1 x 10(5) copies/ml. 9 known mutations associated with HBV P gene in these samples were detected by MALDI-TOF MS and direct PCR sequencing at the same time, TYPE4.0 software and Sequence Navigator software were used to analyze the results separately.
RESULTS(1) In study group, mutations were detected in 53 samples and the total mutation sites were 86 by MALDI-TOF MS with a positive detection rate of 58.89%, whereas only 19 samples were found with mutations and totally 28 mutation sites were detected by direct PCR sequencing, the positive detection rate was 21.11%. The positive detection rate by MALDI-TOF MS was higher than that by direct PCR sequencing and the difference was statistically significant (P < 0.05). In blank group, no mutations were detected by any method. (2) In study group, when the HBV DNA titers were at 500-1000 copies/ml, 10(3)-10(4) copies/ml and 10(4)-10(5) copies/ml, the positive mutation detection rates by MALDI-TOF MS were 50%, 52.08% and 77.27% respectively, higher than that by direct PCR sequencing, which were only 0%, 8.33% and 45.45%. The difference was still statistically significant (P < 0.05).
CONCLUSIONSMALDI-TOF MS had higher detection sensitivity for known mutation sites as compared to direct PCR sequencing method.
DNA Mutational Analysis ; Drug Resistance, Viral ; genetics ; Hepatitis B virus ; drug effects ; genetics ; Humans ; Mutation Rate ; Polymerase Chain Reaction ; Sensitivity and Specificity ; Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization ; methods

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