1.Value of combined model based on FSIP1 gene methylation in early diagnosis of hepatocellular carcinoma
Suli YANG ; Juan LI ; Qiuchen QI ; Peilong LI ; Yan XIE ; Dong SUN ; Chuanxin WANG ; Lutao DU
Chinese Journal of Laboratory Medicine 2025;48(7):908-916
Objective:To analyze the changes of DNA methylation in peripheral blood mononuclear cells (PBMC) of patients with hepatocellular carcinoma (HCC) and to evaluate the clinical value of a combined model based on FSIP1 gene methylation on the early diagnosis of HCC.Methods:This is a case-control study. From May 2023 to September 2024, 183 HCC patients and 155 healthy controls were collected in Qilu Hospital of Shandong University. The selected study subjects were divided into three cohorts: 14 HCC patients and 39 healthy controls formed the discovery cohort, a screening cohort consisted of 36 HCC patients and 39 healthy controls, 133 HCC patients and 77 healthy controls were included in the model construction cohort. 935k methylation chip analysis was used to identify specific differentially methylated sites in peripheral blood PBMC of the discovery cohort. The absolute value of the average methylation level difference between HCC group and healthy control group (|Δβ|) and P value were calculated. Then targeted bisulfite sequencing was used to verify the differentially methylated sites in the screening cohort. Finally, based on MethylTarget methylation sequencing technology, differential methylation sites were further verified in model construction cohort (divided into training set and validation set, training set consisted of 99 HCC patients and 57 healthy controls; validation set consisted of 34 HCC patients and 20 healthy controls). HCC early diagnosis model was constructed by random forest algorithm combined with clinical parameters and the diagnostic performance of the model was evaluated by receiver operating characteristic (ROC) curve in the validation set. Results:The total of 7 249 differentially methylated sites between HCC patients and healthy controls in discovery cohort were selected under the rule of |Δβ|≥0.06 and P<0.01. Among them, the cg02155073 site located on FSIP1 was hypermethylated in PBMC of HCC patients in the screening cohort and model cohort ( P<0.001). The AUC of HCC early diagnosis model (FmAP) based on FSIPI in the validation set was 0.967 (95% CI 0.924-1.000); sensitivity was 88%, specificity was 95%. The model had good diagnostic efficacy for patients with early HCC, stage Ⅰ-Ⅱ HCC AUC was 0.958 (95% CI 0.898-1.000). The FmAP model also had diagnostic value for tumor size <2 cm HCC and AFP negative HCC, with AUC of 0.955 (95% CI 0.898-1.000) and 0.964 (95% CI 0.934-0.994).The sensitivity were 92% and 93% and specificity both were 84%. Conclusion:The FmAP model based on FSIP1 gene methylation has good clinical value for the early diagnosis of hepatocellular carcinoma.
2.Value of combined model based on FSIP1 gene methylation in early diagnosis of hepatocellular carcinoma
Suli YANG ; Juan LI ; Qiuchen QI ; Peilong LI ; Yan XIE ; Dong SUN ; Chuanxin WANG ; Lutao DU
Chinese Journal of Laboratory Medicine 2025;48(7):908-916
Objective:To analyze the changes of DNA methylation in peripheral blood mononuclear cells (PBMC) of patients with hepatocellular carcinoma (HCC) and to evaluate the clinical value of a combined model based on FSIP1 gene methylation on the early diagnosis of HCC.Methods:This is a case-control study. From May 2023 to September 2024, 183 HCC patients and 155 healthy controls were collected in Qilu Hospital of Shandong University. The selected study subjects were divided into three cohorts: 14 HCC patients and 39 healthy controls formed the discovery cohort, a screening cohort consisted of 36 HCC patients and 39 healthy controls, 133 HCC patients and 77 healthy controls were included in the model construction cohort. 935k methylation chip analysis was used to identify specific differentially methylated sites in peripheral blood PBMC of the discovery cohort. The absolute value of the average methylation level difference between HCC group and healthy control group (|Δβ|) and P value were calculated. Then targeted bisulfite sequencing was used to verify the differentially methylated sites in the screening cohort. Finally, based on MethylTarget methylation sequencing technology, differential methylation sites were further verified in model construction cohort (divided into training set and validation set, training set consisted of 99 HCC patients and 57 healthy controls; validation set consisted of 34 HCC patients and 20 healthy controls). HCC early diagnosis model was constructed by random forest algorithm combined with clinical parameters and the diagnostic performance of the model was evaluated by receiver operating characteristic (ROC) curve in the validation set. Results:The total of 7 249 differentially methylated sites between HCC patients and healthy controls in discovery cohort were selected under the rule of |Δβ|≥0.06 and P<0.01. Among them, the cg02155073 site located on FSIP1 was hypermethylated in PBMC of HCC patients in the screening cohort and model cohort ( P<0.001). The AUC of HCC early diagnosis model (FmAP) based on FSIPI in the validation set was 0.967 (95% CI 0.924-1.000); sensitivity was 88%, specificity was 95%. The model had good diagnostic efficacy for patients with early HCC, stage Ⅰ-Ⅱ HCC AUC was 0.958 (95% CI 0.898-1.000). The FmAP model also had diagnostic value for tumor size <2 cm HCC and AFP negative HCC, with AUC of 0.955 (95% CI 0.898-1.000) and 0.964 (95% CI 0.934-0.994).The sensitivity were 92% and 93% and specificity both were 84%. Conclusion:The FmAP model based on FSIP1 gene methylation has good clinical value for the early diagnosis of hepatocellular carcinoma.
3.Epidemiological features of 6 471 individuals with rabies exposure in Lishui city, Zhejiang province
Linjie LAI ; Yi CHEN ; Wang DU ; Wanjuan LIU ; Shuaiting MA ; Lutao XIE ; Pin LAN
Chinese Journal of Experimental and Clinical Virology 2024;38(4):383-387
Objective:To understand the epidemiological characteristics and post-exposure prophylaxis (PEP) situation of rabies exposure population in the animal injury outpatient department of Lishui Central Hospital, so as to provide reference for rabies prevention and control in this region.Methods:The epidemiological data of 6 471 rabies-exposed persons in Lishui Central Hospital from 2021 to 2023 were retrospectively analyzed, including the gender and age of exposed persons, the month and location of injury, the species of injured animals, the exposure grade, rabies vaccination, rabies passive immunization agents, etc.Results:From 2021 to 2023, a total of 6 471 cases of rabies exposure were treated in the animal injury outpatient department of Lishui Central Hospital. From 2021 to 2023, 1 133 cases, 2 135 cases and 3 203 cases were treated respectively. April to November was the peak period of exposure. The population of 21 to 30 years had the highest rate of treatment, reaching 27.79% (1 798/6 471), and was a high-risk group of exposure. The age composition ratio of rabies exposure in the three years was statistically significantly different ( χ2=43.82, P<0.001); the male to female ratio was 1∶1.14 ( χ2=1.63, P=0.442); 3 317 cases (51.26%, 3 317/6 471) were injured by cats, and 2 614 cases (42.16%, 2 614/6 471) were injured by dogs, cats and dogs were the main injured animals ( χ2=18.63, P=0.098). The upper limbs (4 131/6 471, 63.84%) and lower limbs (1 848/6 471, 28.56%) were the most exposed sites, and there was a statistically significant difference in the exposure composition ratio of each site in three years ( χ2=105.79, P<0.001). Grade II exposure accounted for 31.79% (2 057/6 471), grade III exposure accounted for 62.31% (4 032/6 471). Among grade III exposure individuals, those who used passive immune preparations accounted for 55.13% (2 232/4 032). Conclusions:The number of rabies-exposed patients in the animal injury outpatient department of Lishui Central Hospital has been increasing year by year, and the population of patients injured by cats and dogs is particularly prominent. The utilization rate of passive immune preparations for grade III exposure patients still needs to be further improved.
4.A case of poisoning caused by head and face bite of Deinagkistrodon acutus
Mingjun LIU ; Wanjuan LIU ; Linjie LAI ; Lutao XIE ; Songru CHEN ; Pin LAN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2023;41(8):626-629
Snake bites kill and maim many people every year. Head and face venomous snake bite is rare, easy to misdiagnose and miss diagnosis, and the fatality rate is high. In this paper, 1 case of head and face venomous snake bite poisoning was reported and 10 similar cases were reviewed. The clinical characteristics of head and face venomous snake bite poisoning were summarized to provide guidance for clinical diagnosis and treatment. Head and face venomous snake bites may lead to airway injury, edema, and airway obstruction is the main cause of early death. Timely intubation or tracheotomy to maintain oxygen supply and early use of antivenin can improve prognosis.
5.A case of poisoning caused by head and face bite of Deinagkistrodon acutus
Mingjun LIU ; Wanjuan LIU ; Linjie LAI ; Lutao XIE ; Songru CHEN ; Pin LAN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2023;41(8):626-629
Snake bites kill and maim many people every year. Head and face venomous snake bite is rare, easy to misdiagnose and miss diagnosis, and the fatality rate is high. In this paper, 1 case of head and face venomous snake bite poisoning was reported and 10 similar cases were reviewed. The clinical characteristics of head and face venomous snake bite poisoning were summarized to provide guidance for clinical diagnosis and treatment. Head and face venomous snake bites may lead to airway injury, edema, and airway obstruction is the main cause of early death. Timely intubation or tracheotomy to maintain oxygen supply and early use of antivenin can improve prognosis.

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