1.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
2.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
3.Effects of Shenfuhuang Formula (参附黄配方) on Potential Targets of Action in the Brain Tissue of Sepsis Model Mice:Transcriptomics-Based Exploration
Yuchen WANG ; Xuerui WANG ; Xiaolong XU ; Jingxia ZHAO ; Jiabo WANG ; Yuan GAO ; Weijun KONG ; Qingquan LIU
Journal of Traditional Chinese Medicine 2025;66(1):65-70
ObjectiveTo investigate the possible mechanism of Shenfuhuang Formula (参附黄配方) in prevention and treatment of epsis-associated encephalopathy from the perspective of brain genomics. MethodsC57BL/6 mice were randomly divided into sham surgery group, sepsis group, and Shenfuhuang group, with 20 mice in each group. The sepsis group and Shenfuhuang group were induced to develop sepsis by cecal ligation and puncture (CLP) procedure. At 4 hours after modelling, Shenfuhuang group were gavaged with 2.5 g/(kg·d) of Shenfuhuang Formula, 0.5 ml each time, at 12 hours intervals, for a total of 4 times after modelling. Sepsis group and sham surgery group were given 0.5 ml of purified water orally. At 48 hours after modeling, the transcriptome sequencing was used to explore the differential gene expression in the effects of Shenfuhuang Formula on the brain regions of septic mice, and real-time PCR and ELISA were later used to further validate the differential gene and proteins expression. ResultsA total of 4605 genes were differentially expressed in Shenfuhuang group compared with sepsis group, of which 2353 genes were up-regulated and 2252 genes were down-regulated. According to the results of previous publications, six key genes were screened, including serine/threonine-protein kinase (Nek1), myelin-associated glycoprotein (Mag), endothelial cell-specific tyrosine kinase receptor (Tek), a disintegrin and metalloproteinase with thrombospondin motifs 20 (Adamts20), lymphocyte antigen 86 (Ly86), and E3 ubiquitin-protein ligase (Traip). Further genetic and protein validation revealed that, compared to the sham surgery group, the mRNA levels and corresponding protein levels of Nek1, Mag, Tek, Adamts20, Ly86, and Traip in the brain tissue of septic mice significantly reduced (P<0.05). In comparison to the sepsis group, Shenfuhuang group showed significantly increased mRNA levels and corresponding protein levels of Nek1, Mag, Tek, Adamts20, Ly86, and Traip (P<0.05). ConclusionThe potential therapeutic targets of Shenfuhuang Formula for treating sepsis-associated encephalopathy may be related to the Nek1, Mag, Tek, Adamts20, Ly86, and Traip genes and their encoded proteins.
4.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
5.Comparison of effectiveness between three modified channel-assisted laminoplasty for the treatment of cervical degenerative diseases
Xiaolong SHEN ; Yang LIU ; Chen XU
Chinese Journal of Spine and Spinal Cord 2024;34(9):897-906
Objectives:Comparing with traditional open-door laminoplasty,to explore the clinical effects of three modified channal-assisted laminoplasty for the treatment of cervical degenerative diseases.Methods:The data of 122 patients who underwent open-door laminoplasty from October 2020 to October 2022 were retro-spectively analyzed.27 patients who underwent bilateral channel-assisted laminoplasty were defined as BCA group;31 patients who underwent unilateral inter-muscular approach and unilateral channel-assisted lamino-plasty were defined as IM-UCA group;34 patients who underwent unilateral exposure and unilateral channel-assisted laminoplasty were defined as UCA group;30 patients underwent traditional open-door laminoplasty were defined as LP group.There were no significant differences in age,sex,body mass index(BMI)and diag-nosis between the 4 groups(P>0.05).Surgical parameters such as the operative time,blood loss,postoperative drainage volume,and average length of stay were compared.Clinical parameters such as visual analogue scale(VAS)score of neck pain,neck disability index(NDI),Japanese Orthopaedic Association(JOA)score were all recorded and compared.There was no statistical difference between the 4 groups in preoperative VAS,NDI,and JOA score(P>0.05).The C2-C7 Cobb angle,T1 slope,C2-C7 sagittal vertical axis(C2-C7 SVA)were measurement on lateral cervical X-rays and bone canal area on CT cross-section before surgery,immediately after surgery,2 months and 12 months after surgery,and at final follow-up.The differences in the above pa-rameters between the three surgical methods were compared.Result:All the patients underwent the operation successfully.The LP group and UCA group weren't statistically different in the operative time(P>0.05),while the IM-UCA group was longer,and the BCA group was the longest(P<0.05).The BCA group had the least intraoperative blood loss and postoperative drainage,followed by the IM-UCA group and the UCA group(no difference between the two groups,P>0.05),and the LP group had the most blood loss and drainage.There was no statistically significant difference in the average length of hospital stay among the 4 groups(P>0.05).The postoperative scores of NDI and JOA in the 4 groups were significantly improved compared with those before operation(P<0.05).There was no statistically significant difference in NDI and JOA scores among the 4 groups immediately after surgery,2 months after surgery,12 months after surgery,and at final follow-up(P>0.05).In the LP group,there were significant differences in the neck pain VAS scores immediately after surgery,12 months after surgery,and at final follow-up compared with before surgery.There was no differ-ence in the neck pain VAS scores 2 months after surgery compared with before surgery(P>0.05).In the UCA group,BCA group,and IM-UCA group,the neck pain VAS scores of immediate postoperation were similar with the values before surgery(P>0.05).The neck pain VAS scores in the 3 groups at 2 months after surgery,12 months after surgery and final follow-up were significantly different from those before surgery(P<0.05).The C2-C7 Cobb angle in the LP group at 12 months after surgery and final follow-up showed significant differ-ences compared with those before surgery(P<0.05).There was no difference in C2-C7 Cobb angle among the 4 groups before surgery,immediately after surgery,or 2 months after surgery(P>0.05).There were significant differences in C2-C7 Cobb angle among the 4 groups at 12 months after surgery and final follow-up(P<0.05).In the 4 groups,compared with before surgery,there was no difference in T1 slope and C2-7 SVA levels immediately after surgery,2 months after surgery,12 months after surgery,and final follow-up(P>0.05).There was no difference in C2-C7 Cobb angle between the 4 groups immediately after surgery,2 months after surgery,12 months after surgery,and at final follow-up(P>0.05).In the 4 groups,there was no difference in the increased cross-sectional area of spinal canal immediately after surgery,2 months after surgery,12 months after surgery,and final follow-up(P>0.05).There was no difference in the increased cross-sectional area of spinal canal among the 4 groups before surgery,immediately after surgery,2 months after surgery,12 months after surgery,and final follow-up(P>0.05).Conclusions:Compared with the LP group,the UCA group significantly reduced surgical trauma;Compared with the IM-UCA group and BCA group,the UCA group sig-nificantly reduced operative time,and the therapeutic effect of UCA laminoplasty was satisfactory.
6.Role of high-frequency ultrasound in differentiating benign and malignant skin lesions: potential and limitations
Qiao WANG ; Weiwei REN ; Lifan WANG ; Xiaolong LI ; Anqi ZHU ; Dandan SHAN ; Jing WANG ; Yujing ZHAO ; Danhua LI ; Tian Tian REN ; Lehang GUO ; Huixiong XU ; Liping SUN
Ultrasonography 2024;43(4):237-249
Purpose:
This study examined the diagnostic value of high-frequency ultrasound (HFUS) features in differentiating between benign and malignant skin lesions.
Methods:
A total of 1,392 patients with 1,422 skin lesions who underwent HFUS examinations were included in an initial dataset (cohort 1) to identify features indicative of malignancy. Qualitative clinical and HFUS characteristics were recorded for all lesions. To determine which HFUS and clinical features were suggestive of malignancy, univariable and multivariable logistic regression analyses were employed. The diagnostic performance of HFUS features combined with clinical information was evaluated. This assessment was validated using internal data (cohort 2) and multicenter external data (cohort 3).
Results:
Features significantly associated with malignancy included age above 60 years; lesion location in the head, face, and neck or genital regions; changes in macroscopic appearance; crawling or irregular growth pattern; convex or irregular base; punctate hyperechogenicity; blood flow signals; and feeding arteries. The area under the receiver operating characteristic curve, sensitivity, and specificity of HFUS features combined with clinical information were 0.946, 92.5%, and 86.9% in cohort 1; 0.870, 93.1%, and 80.8% in cohort 2 (610 lesions); and 0.864, 86.2%, and 86.6% in cohort 3 (170 lesions), respectively. However, HFUS is not suitable for evaluating lesions less than 0.1 mm in thickness or lesions exhibiting surface hyperkeratosis.
Conclusion
In a clinical setting, the integration of HFUS with clinical information exhibited good diagnostic performance in differentiating malignant and benign skin lesions. However, its utility was limited in evaluating extremely thin lesions and those exhibiting hyperkeratosis.
7.Single-center experience on 1 147 cases of liver transplantation
Xiaopeng XIONG ; Qingguo XU ; Xiaolong MIAO ; Hao WANG ; Peng LIU ; Xinqiang LI ; Xin ZHOU ; Xin WANG ; Feng WANG ; Yong ZHANG ; Yandong SUN ; Jinzhen CAI ; Liqun WU ; Chuanshen XU ; Jianhong WANG ; Qingjun GUO
Chinese Journal of General Surgery 2024;39(5):333-338
Objective:To analyze the prognostic outcomes of 1 147 patients who underwent liver transplantation at Qingdao University Affiliated Hospital and to summarize measures to enhance the efficacy of liver transplantation.Methods:A retrospective analysis was conducted on the clinical and follow-up data of 1 147 liver transplant patients at Qingdao University Affiliated Hospital.Results:The overall postoperative 1-, 3-, and 5-year survival rates for the 1 147 liver transplant patients were 87.20%, 73.40%, and 65.60%, respectively. The survival rates for benign disease liver transplant recipients were 88.01%, 84.98%, and 81.39% at 1, 3, and 5 years post-transplant, respectively, compared to recipients transplanted for malignancies of 78.11%, 64.41%, and 60.06% (all P<0.001). Among the mid vs more recent period, patients' 1-year and 3-year postoperative survival rates were 84.20%, 70.80% vs 90.50%, 71.70%, respectively,significantly in favor of recently enrolled patients ( P=0.022). In the complex surgery group, patients' 1-, 3-, and 5-year survival rates were 82.70%, 65.50%, 56.70%, while in less complicated group, it was 89.00%, 76.50%, 69.20% ( P<0.001). The primary causes of death for benign disease recipients were multi-organ failure (4.1%), while in recipients with malignant disease primary cause of death was tumor recurrence (23.7%). Postoperative complications included primary graft dysfunction, delayed graft function recovery, portal vein thrombosis, hepatic artery thrombosis, biliary stricture, post-transplant lymphoproliferative disorder, and graft-versus-host disease, with occurrence rates of 1.05%, 6.89%, 1.92%, 0.44%, 2.00%, 0.61%, and 0.44%, respectively. Conclusions:With the continuous improvement in surgical techniques and perioperative care levels, the 3-year survival rate of recipients at our center has increased. Malignant diseases and complex liver transplantation remain crucial factors affecting recipient prognosis, highlighting the need to further enhance comprehensive treatment capabilities for patients with malignant diseases and complex surgeries.
8.Application of layered harvesting technique for thin anterolateral thigh flap based on preoperative perforator mapping by CDU and DSA
Yong YANG ; Bin LI ; Jinyong LI ; Dandan WANG ; Tao CHEN ; Yang WANG ; Xiaolong XU ; Feng LI ; Zhixin WANG ; Wenyao ZHONG
Chinese Journal of Microsurgery 2024;47(3):248-253
Objective:To evaluate the application of layered harvesting technique for thin anterolateral thigh flap (ALTF) based on preoperative perforator mapping by colour Doppler ultrasound (CDU) and digital subtraction angiography (DSA).Methods:From April 2023 to November 2023, 13 patients (14 flaps) with forearm and hand wounds. were treated in the Department of Hand Surgery, Beijing Jishuitan Hospital, Capital Medical University, In this study, they were 8 males and 5 females; aged from 19 to 58 years old, with a mean of 37 years old. Body Mass Index (BMI) was 17.30 - 31.87 kg/m 2 with an average of 23.64 kg/m 2. The flap area was 9 cm×6 cm-20 cm×13 cm; the flap thickness was 4-6 mm with an average of 5.2 mm. Before surgery, CDU was applied to determine the entrance of the perforator vessel and made skin marking. DSA technology was further used to relocate the position of the perforator vessel and the branches of the superficial fascia layer at the flap tangential position. Based on the precise perforator positioning, the thin ALTF was harvested between the deep and superficial layers of the superficial fascia. Regular outpatient follow-ups were conducted after surgery. Results:The 14 flaps had 1 to 2 perforators and 2 to 4 superficial fascia branches, and the preoperative positioning coincided with the intraoperative perforator entrance, and the distance was less than 1 cm. All patients were included in the follow-up from 1 to 7 months with a mean of 3.2 months. Only 1 patient had the complication delayed healing at the donor site. All flaps survived successfully and had a good appearance without secondary trimming.Conclusion:Preoperative CDU and DSA accurately locate the entrance of the perforator and the distribution of superficial fascial branches, and the layered harvesting technique for thin ALTF, effectively reduces the difficulty at harvesting of the thin flap and reduces damage to the donor site.
9.Evaluation of the predictive value of EuroSCORE Ⅱ and SYNTAX Ⅱ scores for clinical outcomes in patients undergoing CABG
Xin XIONG ; Nan LI ; Yijun XU ; Zhiqiang CHEN ; Peng LIU ; Wen WEN ; Xiaowei LI ; Xiaolong ZHANG ; Durong CHEN ; Yongzhi DENG
Chinese Journal of Thoracic and Cardiovascular Surgery 2024;40(8):464-468
Objective:To explore and analyze the predictive value of EuroSCORE Ⅱ and SYNTAX Ⅱ scores for clinical outcomes in patients undergoing coronary artery bypass grafting (CABG) surgery.Methods:A total of 500 coronary artery disease (CAD) patients who underwent CABG in Shanxi Cardiovascular Hospital from April 2014 to July 2023 were selected as the study subjects, all patients were given EuroSCORE Ⅱand SYNTAX Ⅱ scores to evaluate the predictive value of EuroSCOREⅡfor perioperative mortality and SYNTAX Ⅱ for 4-year mortality. Univariate and multivariate Logistic analysis were employed to analyze the independent risk factors for perioperative and 4-year mortality.Results:There were 3 deaths during the perioperative period, with a mortality rate of 0.60%, the predicted mortality rate of EuroSCOREⅡwas 1.71%; there were 21 deaths at 4 years after surgery, with a mortality rate of 4.23% and the predicted mortality rate of SYNTAX Ⅱwas 9.02%. Logistic regression analysis showed that left ventricular ejection fraction (LVEF) was the only independent protective factor for perioperative mortality, and advanced age was the only independent risk factor for 4-year postoperative mortality in patients ( P<0.05). The analysis of the working characteristic curve of the subjects found that the area under the receiver operating characteristic curve ( ROC) of EuroSCORE Ⅱ for perioperative mortality was 0.782, and the area under ROC curve of SYNTAX Ⅱfor postoperative 4-year mortality was 0.743. Conclusion:Both EuroSCORE Ⅱand SYNTAX Ⅱhave certain predictive value for perioperative mortality and postoperative 4-year mortality in patients undergoing CABG, respectively, but the predicted mortality rate is relatively higher.
10.Role of high-frequency ultrasound in differentiating benign and malignant skin lesions: potential and limitations
Qiao WANG ; Weiwei REN ; Lifan WANG ; Xiaolong LI ; Anqi ZHU ; Dandan SHAN ; Jing WANG ; Yujing ZHAO ; Danhua LI ; Tian Tian REN ; Lehang GUO ; Huixiong XU ; Liping SUN
Ultrasonography 2024;43(4):237-249
Purpose:
This study examined the diagnostic value of high-frequency ultrasound (HFUS) features in differentiating between benign and malignant skin lesions.
Methods:
A total of 1,392 patients with 1,422 skin lesions who underwent HFUS examinations were included in an initial dataset (cohort 1) to identify features indicative of malignancy. Qualitative clinical and HFUS characteristics were recorded for all lesions. To determine which HFUS and clinical features were suggestive of malignancy, univariable and multivariable logistic regression analyses were employed. The diagnostic performance of HFUS features combined with clinical information was evaluated. This assessment was validated using internal data (cohort 2) and multicenter external data (cohort 3).
Results:
Features significantly associated with malignancy included age above 60 years; lesion location in the head, face, and neck or genital regions; changes in macroscopic appearance; crawling or irregular growth pattern; convex or irregular base; punctate hyperechogenicity; blood flow signals; and feeding arteries. The area under the receiver operating characteristic curve, sensitivity, and specificity of HFUS features combined with clinical information were 0.946, 92.5%, and 86.9% in cohort 1; 0.870, 93.1%, and 80.8% in cohort 2 (610 lesions); and 0.864, 86.2%, and 86.6% in cohort 3 (170 lesions), respectively. However, HFUS is not suitable for evaluating lesions less than 0.1 mm in thickness or lesions exhibiting surface hyperkeratosis.
Conclusion
In a clinical setting, the integration of HFUS with clinical information exhibited good diagnostic performance in differentiating malignant and benign skin lesions. However, its utility was limited in evaluating extremely thin lesions and those exhibiting hyperkeratosis.

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