1.Aberrant fragmentomic features of circulating cell-free mitochondrial DNA enable early detection and prognosis prediction of hepatocellular carcinoma
Yang LIU ; Fan PENG ; Siyuan WANG ; Huanmin JIAO ; Kaixiang ZHOU ; Wenjie GUO ; Shanshan GUO ; Miao DANG ; Huanqin ZHANG ; Weizheng ZHOU ; Xu GUO ; Jinliang XING
Clinical and Molecular Hepatology 2025;31(1):196-212
Background/Aims:
Early detection and effective prognosis prediction in patients with hepatocellular carcinoma (HCC) provide an avenue for survival improvement, yet more effective approaches are greatly needed. We sought to develop the detection and prognosis models with ultra-sensitivity and low cost based on fragmentomic features of circulating cell free mtDNA (ccf-mtDNA).
Methods:
Capture-based mtDNA sequencing was carried out in plasma cell-free DNA samples from 1168 participants, including 571 patients with HCC, 301 patients with chronic hepatitis B or liver cirrhosis (CHB/LC) and 296 healthy controls (HC).
Results:
The systematic analysis revealed significantly aberrant fragmentomic features of ccf-mtDNA in HCC group when compared with CHB/LC and HC groups. Moreover, we constructed a random forest algorithm-based HCC detection model by utilizing ccf-mtDNA fragmentomic features. Both internal and two external validation cohorts demonstrated the excellent capacity of our model in distinguishing early HCC patients from HC and highrisk population with CHB/LC, with AUC exceeding 0.983 and 0.981, sensitivity over 89.6% and 89.61%, and specificity over 98.20% and 95.00%, respectively, greatly surpassing the performance of alpha-fetoprotein (AFP) and mtDNA copy number. We also developed an HCC prognosis prediction model by LASSO-Cox regression to select 20 fragmentomic features, which exhibited exceptional ability in predicting 1-year, 2-year and 3-year survival (AUC=0.8333, 0.8145 and 0.7958 for validation cohort, respectively).
Conclusions
We have developed and validated a high-performing and low-cost approach in a large clinical cohort based on aberrant ccf-mtDNA fragmentomic features with promising clinical translational application for the early detection and prognosis prediction of HCC patients.
2.Aberrant fragmentomic features of circulating cell-free mitochondrial DNA enable early detection and prognosis prediction of hepatocellular carcinoma
Yang LIU ; Fan PENG ; Siyuan WANG ; Huanmin JIAO ; Kaixiang ZHOU ; Wenjie GUO ; Shanshan GUO ; Miao DANG ; Huanqin ZHANG ; Weizheng ZHOU ; Xu GUO ; Jinliang XING
Clinical and Molecular Hepatology 2025;31(1):196-212
Background/Aims:
Early detection and effective prognosis prediction in patients with hepatocellular carcinoma (HCC) provide an avenue for survival improvement, yet more effective approaches are greatly needed. We sought to develop the detection and prognosis models with ultra-sensitivity and low cost based on fragmentomic features of circulating cell free mtDNA (ccf-mtDNA).
Methods:
Capture-based mtDNA sequencing was carried out in plasma cell-free DNA samples from 1168 participants, including 571 patients with HCC, 301 patients with chronic hepatitis B or liver cirrhosis (CHB/LC) and 296 healthy controls (HC).
Results:
The systematic analysis revealed significantly aberrant fragmentomic features of ccf-mtDNA in HCC group when compared with CHB/LC and HC groups. Moreover, we constructed a random forest algorithm-based HCC detection model by utilizing ccf-mtDNA fragmentomic features. Both internal and two external validation cohorts demonstrated the excellent capacity of our model in distinguishing early HCC patients from HC and highrisk population with CHB/LC, with AUC exceeding 0.983 and 0.981, sensitivity over 89.6% and 89.61%, and specificity over 98.20% and 95.00%, respectively, greatly surpassing the performance of alpha-fetoprotein (AFP) and mtDNA copy number. We also developed an HCC prognosis prediction model by LASSO-Cox regression to select 20 fragmentomic features, which exhibited exceptional ability in predicting 1-year, 2-year and 3-year survival (AUC=0.8333, 0.8145 and 0.7958 for validation cohort, respectively).
Conclusions
We have developed and validated a high-performing and low-cost approach in a large clinical cohort based on aberrant ccf-mtDNA fragmentomic features with promising clinical translational application for the early detection and prognosis prediction of HCC patients.
3.Aberrant fragmentomic features of circulating cell-free mitochondrial DNA enable early detection and prognosis prediction of hepatocellular carcinoma
Yang LIU ; Fan PENG ; Siyuan WANG ; Huanmin JIAO ; Kaixiang ZHOU ; Wenjie GUO ; Shanshan GUO ; Miao DANG ; Huanqin ZHANG ; Weizheng ZHOU ; Xu GUO ; Jinliang XING
Clinical and Molecular Hepatology 2025;31(1):196-212
Background/Aims:
Early detection and effective prognosis prediction in patients with hepatocellular carcinoma (HCC) provide an avenue for survival improvement, yet more effective approaches are greatly needed. We sought to develop the detection and prognosis models with ultra-sensitivity and low cost based on fragmentomic features of circulating cell free mtDNA (ccf-mtDNA).
Methods:
Capture-based mtDNA sequencing was carried out in plasma cell-free DNA samples from 1168 participants, including 571 patients with HCC, 301 patients with chronic hepatitis B or liver cirrhosis (CHB/LC) and 296 healthy controls (HC).
Results:
The systematic analysis revealed significantly aberrant fragmentomic features of ccf-mtDNA in HCC group when compared with CHB/LC and HC groups. Moreover, we constructed a random forest algorithm-based HCC detection model by utilizing ccf-mtDNA fragmentomic features. Both internal and two external validation cohorts demonstrated the excellent capacity of our model in distinguishing early HCC patients from HC and highrisk population with CHB/LC, with AUC exceeding 0.983 and 0.981, sensitivity over 89.6% and 89.61%, and specificity over 98.20% and 95.00%, respectively, greatly surpassing the performance of alpha-fetoprotein (AFP) and mtDNA copy number. We also developed an HCC prognosis prediction model by LASSO-Cox regression to select 20 fragmentomic features, which exhibited exceptional ability in predicting 1-year, 2-year and 3-year survival (AUC=0.8333, 0.8145 and 0.7958 for validation cohort, respectively).
Conclusions
We have developed and validated a high-performing and low-cost approach in a large clinical cohort based on aberrant ccf-mtDNA fragmentomic features with promising clinical translational application for the early detection and prognosis prediction of HCC patients.
4.Application of tumor biomarkers in the diagnosis and prognosis of hepatocellular carcinoma
Xiaoting LIU ; Yang LIU ; Huanqin ZHANG ; Jinliang XING ; Zhibo QUAN
Journal of International Oncology 2022;49(6):371-375
Tumor biomarkers have multiple characteristics, including noninvasive, repeatable analysis and real-time monitoring, and they have important application value in early diagnosis and prognosis monitoring of hepatocellular carcinoma (HCC). In recent years, the researches on tumor markers of HCC have developed rapidly. There are not only traditional serological tumor markers, such as alpha fetoprotein, des-gamma carboxy prothrombin, Golgi protein 73, glypican-3, etc., but also new emerging "liquid biopsy" tumor markers, such as circulating tumor cells, circulating tumor DNA etc. Further study on the correlation between tumor biomarkers and HCC can provide reference for the treatment and prognosis evaluation of HCC.
5.Clinical application progress of bioresorbable vascular scaffolds in lower extremities arteriosclerotic obliterans
Kun ZHANG ; Zhong CHEN ; Zhongzhou HU ; Huanqin ZHENG
Chinese Journal of Surgery 2021;59(12):1032-1036
Endovascular technology has become the first choice for the treatment of lower extremities arteriosclerotic obliterans. Bioresorbable vascular scaffolds have attracted more and more attention as a choice of endovascular technology. In the last decade, poly(L-lactic acid) bioresorbable scaffolds with or without drug coating have shown acceptable medium and long-term safety and efficacy in lower extremities arteriosclerotic obliterans, but the lesions of the subjects were relatively simple. Magnesium alloy bioresorbable scaffolds are safe but less effective in the treatment of lower extremities arteriosclerotic obliterans. Both iron and zinc alloy bioresorbable scaffolds have shown considerable results in animal experiments. In particular, the success of implantation of drug-coated iron alloy bioresorbable scaffolds in below-the-knee artery indicated that the iron alloy bioresorbable scaffolds have officially entered the clinical trial stage. Through the comprehensive summation of the previous clinical and experimental data of bioresorbable vascular scaffolds and the pathological characteristics of lower extremities arteriosclerotic obliterans, it is shown that the drug-coated poly(L-lactic acid) bioresorbable scaffolds and iron alloy bioresorbable scaffolds will have greater development potential in the treatment of lower extremities arteriosclerotic obliterans.
6.Clinical application progress of bioresorbable vascular scaffolds in lower extremities arteriosclerotic obliterans
Kun ZHANG ; Zhong CHEN ; Zhongzhou HU ; Huanqin ZHENG
Chinese Journal of Surgery 2021;59(12):1032-1036
Endovascular technology has become the first choice for the treatment of lower extremities arteriosclerotic obliterans. Bioresorbable vascular scaffolds have attracted more and more attention as a choice of endovascular technology. In the last decade, poly(L-lactic acid) bioresorbable scaffolds with or without drug coating have shown acceptable medium and long-term safety and efficacy in lower extremities arteriosclerotic obliterans, but the lesions of the subjects were relatively simple. Magnesium alloy bioresorbable scaffolds are safe but less effective in the treatment of lower extremities arteriosclerotic obliterans. Both iron and zinc alloy bioresorbable scaffolds have shown considerable results in animal experiments. In particular, the success of implantation of drug-coated iron alloy bioresorbable scaffolds in below-the-knee artery indicated that the iron alloy bioresorbable scaffolds have officially entered the clinical trial stage. Through the comprehensive summation of the previous clinical and experimental data of bioresorbable vascular scaffolds and the pathological characteristics of lower extremities arteriosclerotic obliterans, it is shown that the drug-coated poly(L-lactic acid) bioresorbable scaffolds and iron alloy bioresorbable scaffolds will have greater development potential in the treatment of lower extremities arteriosclerotic obliterans.
7.Serum biomarkers for the early diagnosis of minimal hepatic encephalopathy
Qinfu ZHANG ; Huanqin HAN ; Weiqiang ZHENG
Journal of Clinical Hepatology 2020;36(12):2819-2821
Minimal hepatic encephalopathy (MHE) refers to a state of neuropsychological or neurophysiological abnormality and normal cognitive function in patients with liver cirrhosis, which is commonly seen in patients with liver cirrhosis. Early diagnosis and treatment of MHE can improve the quality of life of patients and reduce accidental deaths. At present, Psychometric Hepatic Encephalopathy Score is mainly used for the diagnosis of MHE, but its operation is complicated and time-consuming and is affected by age and educational level, with unsatisfactory reliability in clinical diagnosis. Serum biomarkers are objective reference indicators with simple and convenient measurement and can easily be promoted in clinical practice. Potential serum biomarkers such as S100β, 3-nitrotyrosine, and arterial blood ammonia have their own advantages and disadvantages in specificity, sensitivity, and diagnostic value. This article reviews the above-mentioned serum biomarkers.
8.Application value of urinary IGFBP7 and TIMP-2 in acute kidney injury with decompensated hepatitis B virus-related liver cirrhosis
Huanqin HAN ; Jinjun OU ; Bing FENG ; Wei DENG ; Qiuyan JIANG ; Yang HUANG ; Qinfu ZHANG ; Weiqiang ZHENG
Chinese Journal of Hepatology 2020;28(9):760-765
Objective:To investigate the application value of new urinary biomarkers insulin-like growth factor binding protein 7 (IGFBP7) and tissue matrix metalloproteinase inhibitor-2 (TIMP-2) in acute kidney injury with decompensated hepatitis B virus-related liver cirrhosis.Methods:45 newly hospitalized cases with decompensated hepatitis B virus-related liver cirrhosis were selected. Among them, 19 cases were combined with AKI on admission (cirrhosis-AKI group), 26 cases without AKI (cirrhosis-non-AKI group), and 12 healthy cases (normal control group). First-morning urine samples were collected and IGFBP7 and TIMP-2 were detected by enzyme-linked immunosorbent assay (ELISA). Urinary IGFBP7 and serum creatinine (SCr) were dynamically monitored after hospitalization in cirrhosis-non-AKI group. Normally distributed measurement data were compared by t-test, and non-normally distributed measurement data were compared by rank sum test. The receiver operating characteristic (ROC) curve and area under the curve (AUC) were used to evaluate the diagnostic accuracy of the indicators.Results:Urinary IGFBP7, IGFBP7 with TIMP-2 (IGFBP7×TIMP-2) in cirrhosis-AKI group ( n = 19) were equally higher than that of the cirrhosis-non-AKI group ( P < 0.05). Urinary IGFBP7, TIMP-2 and IGFBP7×TIMP-2 in cirrhosis-AKI group or cirrhosis-non-AKI group were significantly higher than those of the normal control group ( P < 0.01). The AUC of urinary IGFBP7 and urinary IGFBP7×TIMP-2 for diagnosis of AKI were 0.703 (95% CI 0.547-0.860) and 0.700 (95% CI 0.541-0.859), respectively. In the liver cirrhosis-non-AKI group ( n = 26), 5 cases of AKI were newly diagnosed according to the changes in SCr during hospitalization (progressive group). Urinary IGFBP7 was significantly increased 2 days before the diagnosis of AKI. The concentration of urinary IGFBP7 at admission in the progressive group ( n = 5) was higher than that of the non-progressive group ( n = 21) ( P < 0.05). Conclusion:Urinary IGFBP7 and TIMP-2 concentrations were significantly increased in patients with decompensated hepatitis B virus-related liver cirrhosis. When AKI occurred, urinary IGFBP7 and IGFBP7×TIMP-2 was further increased. Urinary IGFBP7 is valuable for early AKI diagnosis, and may play a role in predicting AKI occurrence.
9. Development of a quantitative serum assay of Golgi protein 73 in hepatocellular carcinoma using xMAP technology
Yun WU ; Yipeng WANG ; Jie MA ; Yonghong ZHANG ; Huanqin SUN ; Jianping SUN ; Zikang WANG ; Jie XU ; Yanchao DAI ; Ning LI
Chinese Journal of Oncology 2019;41(5):351-356
Objective:
To establish a quantitative assay of serum Golgi protein 73 (GP73) using xMAP technology and evaluate its performance.
Methods:
Monoclonal antibodies against GP73 were prepared and purified, and antibody pair screening was performed by double-antibody sandwich enzyme-linked immunosorbent assay. The screened antibodies were used to construct a Luminex liquid chip detection system, and the analysis performance of the detection system was evaluated. The serum levels of GP73 were detected in 90 clinical samples from healthy controls and patients with chronic hepatitis B infection (CHB) and hepatocellular carcinoma (HCC).
Results:
Five anti-GP73 monoclonal antibodies were prepared and purified, and 5 antibody pairs were successfully screened. The Luminex liquid chip detection system of GP73 was successfully constructed using 8F10D1 and 10B9F11 antibody pairs. The analytical performance evaluation showed that the sensitivity of this system was 0.25 ng/ml and the dynamic range was 0.25-100 ng/ml. No cross reactivity was observed. The intra- and inter-assay variation for GP73 was <8% and <11%, respectively. The recovery was 83%-92%. The linear regression equation was y=1.141x+ 6.436 (
10.Development of a quantitative serum assay of Golgi protein 73 in hepatocellular carcinoma using xMAP technology
Yun WU ; Yipeng WANG ; Jie MA ; Yonghong ZHANG ; Huanqin SUN ; Jianping SUN ; Zikang WANG ; Jie XU ; Yanchao DAI ; Ning LI
Chinese Journal of Oncology 2019;41(5):351-356
Objective To establish a quantitative assay of serum Golgi protein 73 ( GP73) using xMAP technology and evaluate its performance. Methods Monoclonal antibodies against GP73 were prepared and purified, and antibody pair screening was performed by double?antibody sandwich enzyme?linked immunosorbent assay. The screened antibodies were used to construct a Luminex liquid chip detection system, and the analysis performance of the detection system was evaluated. The serum levels of GP73 were detected in 90 clinical samples from healthy controls and patients with chronic hepatitis B infection ( CHB) and hepatocellular carcinoma ( HCC). Results Five anti?GP73 monoclonal antibodies were prepared and purified, and 5 antibody pairs were successfully screened.The Luminex liquid chip detection system of GP73 was successfully constructed using 8F10D1 and 10B9F11 antibody pairs. The analytical performance evaluation showed that the sensitivity of this system was 0.25 ng/ml and the dynamic range was 0.25?100 ng/ml. No cross reactivity was observed. The intra? and inter?assay variation for GP73 was <8% and <11%, respectively. The recovery was 83%?92%. The linear regression equation was y=1.141x+6.436 ( r2 =0.998 4, P<0.001). The GP73 concentrations in the serum samples of healthy control, CHB group, and HCC group were 42.8 (38.68, 55.90) ng/ml, 61.49 (43.59, 81) ng/ml, and 122.78 (49.36 liter, 264.55) ng/ml, respectively.The levels of GP73 in HCC group were significantly higher than those in CHB group and healthy controls (P<0.05). Moreover, the levels of GP73 in CHB group were significantly higher than those in healthy controls ( P<0.05). Conclusions A liquid chip detection system of GP73 was successfully constructed. It provides a powerful tool for the clinical application of GP73 in the future.

Result Analysis
Print
Save
E-mail