1.An experimental method for simultaneously extracting the dura mater and deep cervical lymph nodes
Zilong SHEN ; Mingjie WU ; Xiaojing CHEN ; Xibin ZHOU ; Chunxiang ZHOU
Chinese Journal of Tissue Engineering Research 2025;29(26):5543-5548
BACKGROUND:Meningeal lymphatic vessels can drain cerebral spinal fluid and amyloid β-protein,promoting T lymphocyte to transport and home to deep cervical lymph nodes.A simple,quick and definite method of dural separation and accurate localization of deep cervical lymph nodes can provide strong support for the study of neurodegenerative diseases.OBJECTIVE:To establish a convenient and practical method for exfoliating dural and deep cervical lymph nodes.METHODS:ICR mice,3 months old,were taken,anesthetized and injected with Evans blue and tracer in the occipital pool for localizing deep cervical lymph nodes.A midline incision of about 3 cm in length was made about 5 mm above the clavicle,the superficial fat and fascia were bluntly separated,and the lateral sternocleidomastoid muscle was pulled to expose the deep cervical lymph nodes,which were removed under a stereomicroscope and frozen at-80℃.Subsequently,the mouse head was cut and the skin and muscles of the head were separated to expose the entire skull structure.The skull and brain tissue were separated from the foramen magnum along the lower parietal bone with scissors,and the complete skull top was obtained.The skull was sequentially fixed in 40 g/L paraformaldehyde solution for 24 hours,120 g/L paraformaldehyde for 24 hours,and 120 g/L paraformaldehyde for 10,20,30,and 40 minutes,and the dural structure was stripped.The drainage capacity of meningeal lymphatic vessels and deep cervical lymphatic vessels was verified by tracer,and the meningeal lymphatic vessels were identified by the lymphatic vessel endothelial hyaluronan receptor 1 using the immunofluorescence method.RESULTS AND CONCLUSION:(1)Obvious blue staining was observed in deep cervical lymph nodes 15 minutes after Evans blue staining.(2)The skull was sampled and fixed in 120 g/L paraformaldehyde for 24 hours,resulting in a less tight connection between the dura mater and the skull,and easier stripping of the dural structures with an intact shape.The dura mater fixed at 120 g/L concentration was more resilient and remained more intact during peeling compared with the conventional 40 g/L concentration;120 g/L paraformaldehyde fixed meninges for a short time,and 30-40 minutes was preferred.(3)The frozen section of deep cervical lymph nodes showed the presence of the tracer,complete meningeal lymphatic vessels were visible in the dura mater,and the tracer was observed at the tail of lymphatic vessels.Immunofluorescence staining for endothelial hyaluronan receptor 1 was positive in the deep cervical lymph nodes and dural lymphatics.In summary,the best peeling concentration and time is 120 g/L paraformaldehyde fixed for 24 hours.At this concentration,the dura mater has a stretched morphology,a better toughness,and is more intact after peeling,which is conducive to later use.Verified by Evans blue,tracers and immunofluorescence,deep cervical lymph nodes are located accurately,which can be used as a basis for the study of various neurodegenerative diseases.
2.Finite element analysis of treatment for Sanders type IIB intra-articular calcaneal fracture by percutaneous screws
Yixuan CHEN ; Jiachen WU ; Chang LIU ; Tianyi WU ; Shang GUO ; Jiangyu CAI ; Ting WANG ; Mingjie TANG ; Zhongmin SHI ; Xin MA
Chinese Journal of Orthopaedics 2025;45(19):1241-1250
Objective:To evaluate the stability of percutaneous screw fixation for minimally invasive treatment of intra-articular calcaneal fractures using three-dimensional finite element analysis.Methods:CT scan was performed on the calcaneus of a normal adult for three-dimensional reconstruction. The DICOM data were imported into Mimics software to establish a model of a Sanders type IIB intra-articular calcaneal fracture. Based on the Essex-Lopresti classification of posterior facet morphology, the model was subdivided into two subtypes: tongue-type and depression-type. The calcaneus was divided into four fragments: sustentaculum tali, posterior tuberosity, anterior process (three points), and posterior articular surface (one surface). Two types of fixation methods, classical lateral anatomical plates and combinations of percutaneous screws, were simulated and performed. A three-dimensional finite element analysis was conducted by applying a stress combination of 420 N on the posterior subtalar articular surface, 200 N on the middle subtalar articular surface, and 300 N at the Achilles tendon insertion point. The maximum displacement and von Mises stress values of each bone fragment and implant were recorded to evaluate the biomechanical stability. For clinical validation, 34 patients with Sanders type IIB calcaneal fractures from Orthopedics Department of the Sixth Affiliated People's Hospital of Shanghai Jiao Tong University were treated with percutaneous reduction and screw fixation using the following configurations.Results:Under simulated stress, the A4 group with medial support screws in the tongue-type fracture subgroup demonstrated minimal overall calcaneal displacement (0.22 mm) and internal fixation displacement (0.14 mm). For the depression-type, the B2 group with medial support screws showed lower maximum stress in the calcaneus and internal fixation, at 22.04 MPa and 41.14 MPa, respectively, along with the lowest overall displacement (0.14 mm). The peak stress of all groups of implants remained below the material yield strength. The A4 and B2 protocols were applied to 15 cases of tongue-type calcaneal fractures and 19 cases of collapse-type calcaneal fractures. At the final follow-up The American Orthopaedic Foot & Ankle Society ankle-hindfoot score scale was 86.1±5.82 and 87.2±5.18, respectively, while the visual analog scale for pain was 1.60±1.24 and 1.58±1.02, respectively.Conclusions:Percutaneous screw fixation provided reliable stability for Sanders type IIB calcaneal fractures. The fixation configuration incorporating a medial support screw offers superior biomechanical performance in both tongue-type and depression-type fractures, representing an optimized minimally invasive technique with strong clinical applicability.
3.Multi-disciplinary treatment combined with enhanced recovery after surgery for elderly patients with osteoporotic ankle fracture
Tianyi WU ; Chenglin WU ; Yixuan CHEN ; Chang LIU ; Mingjie TANG ; Ting WANG ; Lei WANG ; Zhongmin SHI ; Xin MA
Chinese Journal of Orthopaedic Trauma 2025;27(1):57-63
Objective:To evaluate the clinical value of multi-disciplinary treatment (MDT) combined with enhanced recovery after surgery (ERAS) for the elderly patients with osteoporotic ankle fracture.Methods:A retrospective analysis was conducted to analyze the 88 elderly patients with osteoporotic ankle fracture who had been treated with MDT combined with ERAS or non-MDT at Department of Foot and Ankle Surgery, Shanghai Sixth People's Hospital from January 2021 to January 2024. According to whether MDT was adopted or not, this cohort was assigned into 2 groups using the propensity score matching method: a MDT group and a non-MDT group with a matching ratio of 1∶1 (44 cases per group). The 2 groups were compared in terms of choice of intraoperative fixation, hospital stay, time for return to work/daily life, patient satisfaction questionnaire (PSQ-18) during hospitalization, ankle range of motion at 1 and 3 months after surgery, ankle-hindfoot score of American Orthopaedic Foot and Ankle Society (AOFAS), visual analogue scale (VAS) for pain, gait, and incidence of complications.Results:There were no significant differences in the preoperative general data between the 2 groups, indicating comparability ( P<0.05). The choice of intraoperative fixation, PSQ-18 [(78.4±8.5) points], AOFAS ankle-hindfoot score at 3 months after operation [(75.4±8.2) points], and gait in the MDT group were significantly better than those in the non-MDT group [(74.2±9.6) points and (70.9±9.4) points] ( P<0.05). There was no significant difference in the hospital stay or time for return to work/daily life between the 2 groups ( P>0.05). There was no statistically significant difference either in ankle dorsiflexion or plantarflexion, VAS for pain, or incidence of complications between the 2 groups at 1 or 3 months after surgery, as well as in AOFAS ankle-hindfoot score or gait at 1 month after surgery ( P>0.05). Conclusion:MDT combined with ERAS can effectively increase the therapeutic efficacy for the elderly patients with osteoporotic ankle fracture, improve their function of affected limbs, and enhance their patient satisfaction.
4.Research on the mechanism of 25-hydroxycholesterol in inflammatory bowel disease in mice
Yutong Li ; Xiaoqi Luo ; Qifa Tan ; Mingjie Chen ; Changyou Wu ; Juan Shen
Acta Universitatis Medicinalis Anhui 2025;60(7):1204-1212
Objective :
To explore the role and mechanism of 25-hydroxycholesterol (25-HC) in inflammatory bow- el disease (IBD) in mice.
Methods :
All mice were divided into three groups : the control group was fed normally ; the DSS model group was fed with 2. 5% dextran sulfate sodium (DSS) solution ; the DSS + 25-HC experimental group was fed with 2. 5% DSS solution and he mice in the experimental group were intraperitoneally injected with 25-HC.The symptom changes of the mice were evaluated by assessing the disease activity index(DAI) ,and the tis- sue changes were judged by histological scoring.The expression of interleukin-17 and its signaling pathways in the mice were detected by Western blot,qRT-PCR, immunohistochemistry /fluorescence,and flow cytometry.Combined with the detection of tight junction proteins in the intestinal epithelium of the mice,the mechanism by which 25-HC affects IBD in mice was explored.
Results :
In comparison to the DSS control group,The DSS + 25-HC experimen- tal group mice exhibited a reduction in body weight ( F = 30. 1,P <0. 000 1) ,a shortened colon ( F = 63. 8,P < 0. 05) ,and elevated DAI(F = 774. 5,P<0. 000 1) and histopathological scores(F = 141. 5,P<0. 05) .Addition- ally,the expression of tight junction-associated proteins(ZO-2,Occludin,JAM and Claudin-4) was found to be sig- nificantly reduced.The level of IL-17 significantly decreased,and its expression level was positively correlated with tight junction proteins.
Conclusion
25-HC inhibited IL-17 production by colonic γδ T cells through the RORγt pathway,aggravated mucosal injury,and promoted the development of DSS-induced acute colitis in mice.
5.Consistency of T2 Mapping and 3D-WATSc Sequences in Quantitative Measurement of Knee Cartilage Volume
Mingjie WU ; Yafei XU ; Sunya FU ; Yuqin ZHANG ; Lingbin XU
Chinese Journal of Medical Imaging 2025;33(3):320-325
Purpose To explore the consistency between T2 mapping and three-dimensional water-selective cartilage(3D-WATSc)sequence measurement of knee cartilage volume.Materials and Methods A total of 30 healthy volunteers were recruited and underwent 3D-WATSc and T2 mapping sequence scans of the left knee joint in the Affiliated Lihuili Hospital of Ningbo University from May to December 2022.A total of 20 subjects'T2 mapping sequences were randomly selected and eight groups of raw images with different TE(13,26,39,52,65,78,91,104 ms)were analyzed.The quality of the raw images was rated by two observers,and the consistency of two observers'scores were subjected by Kappa test.The TE value with the best image quality was determined via Welch analysis of variance and Games-Howell text post hoc test.Based on T2 mapping and 3D-WATSc sequences,semi-automatic segmentation measurements were performed on the cartilage volume of femoral condyle,tibial plateau and patellar posterior margin in 30 subjects.Intra group correlation coefficient(ICC)and Bland-Altman plot were used to test the consistency of cartilage volume between two observers under T2 mapping sequence,as well as between T2 mapping and 3D-WATSc sequences.Results The consistency of the scores of the two observers was moderate except for poor consistency at TE 104 ms(Kappa=0.318)and no statistical difference at TE 78 ms(P=0.052),with Kappa values greater than 0.40 and P<0.05,further analysis showed that the cartilage display quality score was optimal at TE 26 ms(M=2.90).Comparing TE 26 ms with the scores of the other seven groups in Games Howell text,except for TE 26 ms and TE 13 ms(M=2.55),TE 26 ms and TE 39 ms(M=2.62),which had no statistically significant difference in scores(P>0.05),there were significant differences in scores between TE 26 ms and the other TE groups(all P<0.05).On the T2 mapping(TR 2 000 ms,TE 26 ms)sequence,the ICC values of the cartilage volumes of each part segmented by two observers were all greater than 0.6,P<0.05,with the consistency of femoral condyle cartilage volume being the best(ICC=0.877,P<0.01).The consistency of the cartilage volumes of each part measured by 3D-WATSc and T2 mapping sequences was good(ICC>0.75,P<0.01),with the consistency of tibial plateau cartilage volume being the best(ICC=0.857,P<0.01).Conclusion The T2 mapping original grayscale image(TR 2 000 ms,TE 26 ms)can clearly display the morphology of knee joint cartilage,the consistency between T2 mapping and 3D-WATSc sequences in quantifying knee cartilage volume is good,and the T2 mapping single sequence provides a reliable scanning scheme for one-stop quantitative analysis of knee joint cartilage morphology and function.
6.The application value of G-GADA model in the diagnosis of hepatitis B virus-related hepatocellular carcinoma
Yamei WEI ; Mingjie YAO ; Fengmin LU ; Hao WU ; Lijuan LIU ; Mei ZHANG
Journal of Clinical Hepatology 2025;41(8):1597-1605
Objective To establish an optimized diagnostic model for hepatocellular carcinoma(HCC),designated as G-GADA,in chronic hepatitis B(CHB)patients based on the parameters of age,sex,alpha-fetoprotein(AFP),des-γ-carboxy prothrombin(DCP),and Golgi protein 73(GP73),to address the problems of low sensitivity and specificity in the early diagnosis of hepatitis B virus(HBV)-related liver cancer,and to assess the value of this model in the diagnosis of HCC.Methods A retrospective analysis was performed for 201 CHB patients(CHB group),137 patients with HBV-related liver cirrhosis(LC group),and 111 treatment-na?ve patients with newly diagnosed HCC(HCC group)who were admitted to Mengchao Hepatobiliary Hospital of Fujian Medical University from June 2015 to June 2020.Serological markers(AFP,DCP,alpha-fetoprotein L3%[AFP-L3%],and GP73)were compared between groups and were analyzed in terms of their differences from the clinical and tumor characteristics of HCC patients,and the Spearman correlation analysis was used to assess the correlation between different markers.A Logistic regression analysis was used to establish a diagnostic model for liver cancer,and the receiver operating characteristic(ROC)curve was used to assess the diagnostic performance of each marker.Results Comparison of clinical features between CHB,LC,and HCC patients showed that HCC patients had significantly higher age,proportion of male patients,and serum levels of DCP,AFP,GP73,and AFP-L3%(all P<0.05).In HCC patients,DCP levels are associated with tumor size and microvascular invasion;AFP levels are related to patient age,tumor size,tumor number,distant metastasis,and microvascular invasion;AFP-L3%levels are associated with patient age,tumor size,tumor number,distant metastasis,Milan staging,and microvascular invasion;GP73 levels are linked to tumor number,distant metastasis,and microvascular invasion(all P<0.05).The correlation analysis of the serum markers showed a strong positive correlation between AFP and AFP-L3%(r=0.71,P<0.05)and a moderate positive correlation between AFP and GP73(r=0.33,P<0.05)and between AFP-L3%and GP73(r=0.41,P<0.05).Based on the features of age,sex,DCP,AFP,and GP73,the multivariate Logistic regression analysis was used to establish a G-GADA diagnostic model for HCC,and for all patients,the G-GADA model had an area under the ROC curve(AUC)of 0.915(95%confidence interval[CI]:0.875-0.945)in the derivation cohort and 0.913(95%CI:0.862-0.950)in the validation cohort for the diagnosis of HCC.In the AFP-negative patients,the G-GADA model achieved an AUC of 0.884(95%CI:0.833-0.924)in the derivation cohort and 0.851(95%CI:0.779-0.907)in the validation cohort,and in the patients with liver cirrhosis,the G-GADA model achieved an AUC of 0.901(95%CI:0.841-0.944)in the derivation cohort and 0.885(95%CI:0.806-0.940)in the validation cohort.Conclusion The G-GADA diagnostic model based on multiple variables significantly improves the detection rate of HCC,and demonstrates superior diagnostic performance in patients with low AFP expression and those with liver cirrhosis.The G-GADA model has a better clinical application value in the noninvasive diagnosis of HCC.
7.Multi-disciplinary treatment combined with enhanced recovery after surgery for elderly patients with osteoporotic ankle fracture
Tianyi WU ; Chenglin WU ; Yixuan CHEN ; Chang LIU ; Mingjie TANG ; Ting WANG ; Lei WANG ; Zhongmin SHI ; Xin MA
Chinese Journal of Orthopaedic Trauma 2025;27(1):57-63
Objective:To evaluate the clinical value of multi-disciplinary treatment (MDT) combined with enhanced recovery after surgery (ERAS) for the elderly patients with osteoporotic ankle fracture.Methods:A retrospective analysis was conducted to analyze the 88 elderly patients with osteoporotic ankle fracture who had been treated with MDT combined with ERAS or non-MDT at Department of Foot and Ankle Surgery, Shanghai Sixth People's Hospital from January 2021 to January 2024. According to whether MDT was adopted or not, this cohort was assigned into 2 groups using the propensity score matching method: a MDT group and a non-MDT group with a matching ratio of 1∶1 (44 cases per group). The 2 groups were compared in terms of choice of intraoperative fixation, hospital stay, time for return to work/daily life, patient satisfaction questionnaire (PSQ-18) during hospitalization, ankle range of motion at 1 and 3 months after surgery, ankle-hindfoot score of American Orthopaedic Foot and Ankle Society (AOFAS), visual analogue scale (VAS) for pain, gait, and incidence of complications.Results:There were no significant differences in the preoperative general data between the 2 groups, indicating comparability ( P<0.05). The choice of intraoperative fixation, PSQ-18 [(78.4±8.5) points], AOFAS ankle-hindfoot score at 3 months after operation [(75.4±8.2) points], and gait in the MDT group were significantly better than those in the non-MDT group [(74.2±9.6) points and (70.9±9.4) points] ( P<0.05). There was no significant difference in the hospital stay or time for return to work/daily life between the 2 groups ( P>0.05). There was no statistically significant difference either in ankle dorsiflexion or plantarflexion, VAS for pain, or incidence of complications between the 2 groups at 1 or 3 months after surgery, as well as in AOFAS ankle-hindfoot score or gait at 1 month after surgery ( P>0.05). Conclusion:MDT combined with ERAS can effectively increase the therapeutic efficacy for the elderly patients with osteoporotic ankle fracture, improve their function of affected limbs, and enhance their patient satisfaction.
8.Finite element analysis of treatment for Sanders type IIB intra-articular calcaneal fracture by percutaneous screws
Yixuan CHEN ; Jiachen WU ; Chang LIU ; Tianyi WU ; Shang GUO ; Jiangyu CAI ; Ting WANG ; Mingjie TANG ; Zhongmin SHI ; Xin MA
Chinese Journal of Orthopaedics 2025;45(19):1241-1250
Objective:To evaluate the stability of percutaneous screw fixation for minimally invasive treatment of intra-articular calcaneal fractures using three-dimensional finite element analysis.Methods:CT scan was performed on the calcaneus of a normal adult for three-dimensional reconstruction. The DICOM data were imported into Mimics software to establish a model of a Sanders type IIB intra-articular calcaneal fracture. Based on the Essex-Lopresti classification of posterior facet morphology, the model was subdivided into two subtypes: tongue-type and depression-type. The calcaneus was divided into four fragments: sustentaculum tali, posterior tuberosity, anterior process (three points), and posterior articular surface (one surface). Two types of fixation methods, classical lateral anatomical plates and combinations of percutaneous screws, were simulated and performed. A three-dimensional finite element analysis was conducted by applying a stress combination of 420 N on the posterior subtalar articular surface, 200 N on the middle subtalar articular surface, and 300 N at the Achilles tendon insertion point. The maximum displacement and von Mises stress values of each bone fragment and implant were recorded to evaluate the biomechanical stability. For clinical validation, 34 patients with Sanders type IIB calcaneal fractures from Orthopedics Department of the Sixth Affiliated People's Hospital of Shanghai Jiao Tong University were treated with percutaneous reduction and screw fixation using the following configurations.Results:Under simulated stress, the A4 group with medial support screws in the tongue-type fracture subgroup demonstrated minimal overall calcaneal displacement (0.22 mm) and internal fixation displacement (0.14 mm). For the depression-type, the B2 group with medial support screws showed lower maximum stress in the calcaneus and internal fixation, at 22.04 MPa and 41.14 MPa, respectively, along with the lowest overall displacement (0.14 mm). The peak stress of all groups of implants remained below the material yield strength. The A4 and B2 protocols were applied to 15 cases of tongue-type calcaneal fractures and 19 cases of collapse-type calcaneal fractures. At the final follow-up The American Orthopaedic Foot & Ankle Society ankle-hindfoot score scale was 86.1±5.82 and 87.2±5.18, respectively, while the visual analog scale for pain was 1.60±1.24 and 1.58±1.02, respectively.Conclusions:Percutaneous screw fixation provided reliable stability for Sanders type IIB calcaneal fractures. The fixation configuration incorporating a medial support screw offers superior biomechanical performance in both tongue-type and depression-type fractures, representing an optimized minimally invasive technique with strong clinical applicability.
9.Consistency of T2 Mapping and 3D-WATSc Sequences in Quantitative Measurement of Knee Cartilage Volume
Mingjie WU ; Yafei XU ; Sunya FU ; Yuqin ZHANG ; Lingbin XU
Chinese Journal of Medical Imaging 2025;33(3):320-325
Purpose To explore the consistency between T2 mapping and three-dimensional water-selective cartilage(3D-WATSc)sequence measurement of knee cartilage volume.Materials and Methods A total of 30 healthy volunteers were recruited and underwent 3D-WATSc and T2 mapping sequence scans of the left knee joint in the Affiliated Lihuili Hospital of Ningbo University from May to December 2022.A total of 20 subjects'T2 mapping sequences were randomly selected and eight groups of raw images with different TE(13,26,39,52,65,78,91,104 ms)were analyzed.The quality of the raw images was rated by two observers,and the consistency of two observers'scores were subjected by Kappa test.The TE value with the best image quality was determined via Welch analysis of variance and Games-Howell text post hoc test.Based on T2 mapping and 3D-WATSc sequences,semi-automatic segmentation measurements were performed on the cartilage volume of femoral condyle,tibial plateau and patellar posterior margin in 30 subjects.Intra group correlation coefficient(ICC)and Bland-Altman plot were used to test the consistency of cartilage volume between two observers under T2 mapping sequence,as well as between T2 mapping and 3D-WATSc sequences.Results The consistency of the scores of the two observers was moderate except for poor consistency at TE 104 ms(Kappa=0.318)and no statistical difference at TE 78 ms(P=0.052),with Kappa values greater than 0.40 and P<0.05,further analysis showed that the cartilage display quality score was optimal at TE 26 ms(M=2.90).Comparing TE 26 ms with the scores of the other seven groups in Games Howell text,except for TE 26 ms and TE 13 ms(M=2.55),TE 26 ms and TE 39 ms(M=2.62),which had no statistically significant difference in scores(P>0.05),there were significant differences in scores between TE 26 ms and the other TE groups(all P<0.05).On the T2 mapping(TR 2 000 ms,TE 26 ms)sequence,the ICC values of the cartilage volumes of each part segmented by two observers were all greater than 0.6,P<0.05,with the consistency of femoral condyle cartilage volume being the best(ICC=0.877,P<0.01).The consistency of the cartilage volumes of each part measured by 3D-WATSc and T2 mapping sequences was good(ICC>0.75,P<0.01),with the consistency of tibial plateau cartilage volume being the best(ICC=0.857,P<0.01).Conclusion The T2 mapping original grayscale image(TR 2 000 ms,TE 26 ms)can clearly display the morphology of knee joint cartilage,the consistency between T2 mapping and 3D-WATSc sequences in quantifying knee cartilage volume is good,and the T2 mapping single sequence provides a reliable scanning scheme for one-stop quantitative analysis of knee joint cartilage morphology and function.
10.The application value of G-GADA model in the diagnosis of hepatitis B virus-related hepatocellular carcinoma
Yamei WEI ; Mingjie YAO ; Fengmin LU ; Hao WU ; Lijuan LIU ; Mei ZHANG
Journal of Clinical Hepatology 2025;41(8):1597-1605
Objective To establish an optimized diagnostic model for hepatocellular carcinoma(HCC),designated as G-GADA,in chronic hepatitis B(CHB)patients based on the parameters of age,sex,alpha-fetoprotein(AFP),des-γ-carboxy prothrombin(DCP),and Golgi protein 73(GP73),to address the problems of low sensitivity and specificity in the early diagnosis of hepatitis B virus(HBV)-related liver cancer,and to assess the value of this model in the diagnosis of HCC.Methods A retrospective analysis was performed for 201 CHB patients(CHB group),137 patients with HBV-related liver cirrhosis(LC group),and 111 treatment-na?ve patients with newly diagnosed HCC(HCC group)who were admitted to Mengchao Hepatobiliary Hospital of Fujian Medical University from June 2015 to June 2020.Serological markers(AFP,DCP,alpha-fetoprotein L3%[AFP-L3%],and GP73)were compared between groups and were analyzed in terms of their differences from the clinical and tumor characteristics of HCC patients,and the Spearman correlation analysis was used to assess the correlation between different markers.A Logistic regression analysis was used to establish a diagnostic model for liver cancer,and the receiver operating characteristic(ROC)curve was used to assess the diagnostic performance of each marker.Results Comparison of clinical features between CHB,LC,and HCC patients showed that HCC patients had significantly higher age,proportion of male patients,and serum levels of DCP,AFP,GP73,and AFP-L3%(all P<0.05).In HCC patients,DCP levels are associated with tumor size and microvascular invasion;AFP levels are related to patient age,tumor size,tumor number,distant metastasis,and microvascular invasion;AFP-L3%levels are associated with patient age,tumor size,tumor number,distant metastasis,Milan staging,and microvascular invasion;GP73 levels are linked to tumor number,distant metastasis,and microvascular invasion(all P<0.05).The correlation analysis of the serum markers showed a strong positive correlation between AFP and AFP-L3%(r=0.71,P<0.05)and a moderate positive correlation between AFP and GP73(r=0.33,P<0.05)and between AFP-L3%and GP73(r=0.41,P<0.05).Based on the features of age,sex,DCP,AFP,and GP73,the multivariate Logistic regression analysis was used to establish a G-GADA diagnostic model for HCC,and for all patients,the G-GADA model had an area under the ROC curve(AUC)of 0.915(95%confidence interval[CI]:0.875-0.945)in the derivation cohort and 0.913(95%CI:0.862-0.950)in the validation cohort for the diagnosis of HCC.In the AFP-negative patients,the G-GADA model achieved an AUC of 0.884(95%CI:0.833-0.924)in the derivation cohort and 0.851(95%CI:0.779-0.907)in the validation cohort,and in the patients with liver cirrhosis,the G-GADA model achieved an AUC of 0.901(95%CI:0.841-0.944)in the derivation cohort and 0.885(95%CI:0.806-0.940)in the validation cohort.Conclusion The G-GADA diagnostic model based on multiple variables significantly improves the detection rate of HCC,and demonstrates superior diagnostic performance in patients with low AFP expression and those with liver cirrhosis.The G-GADA model has a better clinical application value in the noninvasive diagnosis of HCC.


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