1.Value of high-frequency ultrasound in the diagnosis of carpal tunnel syndrome in patients with acromegaly
Tianyu ZHAO ; Yifei YU ; Xueqi LI ; Xiaohui QIAO ; Yiming LI ; Hong DING
Chinese Journal of Ultrasonography 2025;34(5):403-409
Objective:To observe the high-frequency ultrasound characteristics of the median nerve(MN)in patients with acromegaly,and to investigate the clinical value of multiparameter quantitative ultrasound for noninvasive assessment of carpal tunnel syndrome(CTS)in acromegalic patients.Methods:A total of 132 acromegalic patients due to pituitary growth hormone tumors in Huashan Hospital during July 2023 to September 2024 including initial patients and postoperative revisions were prospectivly collected. The patients were divided into no neurological symptoms group( n=51)and clinical CTS group( n=81)based on the Boston Carpal Tunnel Questionnaire. All patients underwent bilateral MN ultrasonography,the ultrasound parameters included the cross-sectional area(CSA)of MN at the entrance of carpal tunnel,the maximum CSA of MN in carpal tunnel,the maximum and minimum thickness of MN in carpal tunnel,CSA of MN at forearm 1/3,soft tissue thickness at the wrist,CSA of MN at elbow transverse stripe,blood flow signals within the MN at the carpal tunnel,ratio of the CSA(CSA of MN at the entrance of carpal tunnel/ CSA of MN at forearm 1/3),ratio of thickness(maximum / minimum thickness of MN in carpal tunnel). Differences in general information,clinical indicators and ultrasound parameters were analyzed between the two groups. The diagnostic model was established with ultrasound parameters and clinical indicators using univariate and multivariate logistic analyses in a training cohort of 106 patients,to predict CTS within acromegaly. And ROC curve was used to evaluate the efficacy of the model in a test cohort of 26 patients with neurophysiological examination data. Results:Patients in clinical CTS group were older,with longer disease duration,higher levels of growth hormone 25-hydroxyvitamin D 3 and insulin-like growth factor-1 and were more likely to have impaired glucose tolerance relative to the no neurologic symptoms group(all P < 0.05). Comparison between the two groups revealed significant differences in all ultrasound parameters:the CSA at the entrance of the MN carpal tunnel,the 1/3 of the forearm and the elbow were larger than the no neurological symptoms group(all P < 0.001),and the MN thickness ratio was greater observably in the clinical CTS group( P < 0.001). Greater thickness of the soft tissue at wrist and more blood flow signals in MN in carpal tunnel were revealed in clinical CTS group patients( P < 0.001).Combining the results of multifactorial logistic analysis,the multiparametric ultrasound combined with clinical index diagnosing model based on the predicted disease duration,CSA of MN at the entrance of carpal tunnel,MN thickness ratio and soft tissue thickness at the carpal tunnel was established to diagnose CTS combined with acromegaly. The ROC curve was plotted in the test cohort and the area under the curve for this model was 0.894. Conclusions:High-frequency ultrasound is sensitive to observe MN changes in acromegalic patients and the combination of multiparametric ultrasound and clinical index is useful for the non-invasive diagnosis of acromegalic patients with CTS.
2.Value of high-frequency ultrasound in the diagnosis of carpal tunnel syndrome in patients with acromegaly
Tianyu ZHAO ; Yifei YU ; Xueqi LI ; Xiaohui QIAO ; Yiming LI ; Hong DING
Chinese Journal of Ultrasonography 2025;34(5):403-409
Objective:To observe the high-frequency ultrasound characteristics of the median nerve(MN)in patients with acromegaly,and to investigate the clinical value of multiparameter quantitative ultrasound for noninvasive assessment of carpal tunnel syndrome(CTS)in acromegalic patients.Methods:A total of 132 acromegalic patients due to pituitary growth hormone tumors in Huashan Hospital during July 2023 to September 2024 including initial patients and postoperative revisions were prospectivly collected. The patients were divided into no neurological symptoms group( n=51)and clinical CTS group( n=81)based on the Boston Carpal Tunnel Questionnaire. All patients underwent bilateral MN ultrasonography,the ultrasound parameters included the cross-sectional area(CSA)of MN at the entrance of carpal tunnel,the maximum CSA of MN in carpal tunnel,the maximum and minimum thickness of MN in carpal tunnel,CSA of MN at forearm 1/3,soft tissue thickness at the wrist,CSA of MN at elbow transverse stripe,blood flow signals within the MN at the carpal tunnel,ratio of the CSA(CSA of MN at the entrance of carpal tunnel/ CSA of MN at forearm 1/3),ratio of thickness(maximum / minimum thickness of MN in carpal tunnel). Differences in general information,clinical indicators and ultrasound parameters were analyzed between the two groups. The diagnostic model was established with ultrasound parameters and clinical indicators using univariate and multivariate logistic analyses in a training cohort of 106 patients,to predict CTS within acromegaly. And ROC curve was used to evaluate the efficacy of the model in a test cohort of 26 patients with neurophysiological examination data. Results:Patients in clinical CTS group were older,with longer disease duration,higher levels of growth hormone 25-hydroxyvitamin D 3 and insulin-like growth factor-1 and were more likely to have impaired glucose tolerance relative to the no neurologic symptoms group(all P < 0.05). Comparison between the two groups revealed significant differences in all ultrasound parameters:the CSA at the entrance of the MN carpal tunnel,the 1/3 of the forearm and the elbow were larger than the no neurological symptoms group(all P < 0.001),and the MN thickness ratio was greater observably in the clinical CTS group( P < 0.001). Greater thickness of the soft tissue at wrist and more blood flow signals in MN in carpal tunnel were revealed in clinical CTS group patients( P < 0.001).Combining the results of multifactorial logistic analysis,the multiparametric ultrasound combined with clinical index diagnosing model based on the predicted disease duration,CSA of MN at the entrance of carpal tunnel,MN thickness ratio and soft tissue thickness at the carpal tunnel was established to diagnose CTS combined with acromegaly. The ROC curve was plotted in the test cohort and the area under the curve for this model was 0.894. Conclusions:High-frequency ultrasound is sensitive to observe MN changes in acromegalic patients and the combination of multiparametric ultrasound and clinical index is useful for the non-invasive diagnosis of acromegalic patients with CTS.
3.Computer-vision-based artificial intelligence for detection and recognition of instruments and organs during radical laparoscopic gastrectomy for gastric cancer: a multicenter study
Kecheng ZHANG ; Zhi QIAO ; Li YANG ; Tao ZHANG ; Fenglin LIU ; Dachuan SUN ; Tianyu XIE ; Lei GUO ; Canrong LU
Chinese Journal of Gastrointestinal Surgery 2024;27(5):464-470
Objective:To investigate the feasibility and accuracy of computer vision-based artificial intelligence technology in detecting and recognizing instruments and organs in the scenario of radical laparoscopic gastrectomy for gastric cancer.Methods:Eight complete laparoscopic distal radical gastrectomy surgery videos were collected from four large tertiary hospitals in China (First Medical Center of Chinese PLA General Hospital [three cases], Liaoning Cancer Hospital [two cases], Liyang Branch of Jiangsu Province People's Hospital [two cases], and Fudan University Shanghai Cancer Center [one case]). PR software was used to extract frames every 5–10 seconds and convert them into image frames. To ensure quality, deduplication was performed manually to remove obvious duplication and blurred image frames. After conversion and deduplication, there were 3369 frame images with a resolution of 1,920×1,080 PPI. LabelMe was used for instance segmentation of the images into the following 23 categories: veins, arteries, sutures, needle holders, ultrasonic knives, suction devices, bleeding, colon, forceps, gallbladder, small gauze, Hem-o-lok, Hem-o-lok appliers, electrocautery hooks, small intestine, hepatogastric ligaments, liver, omentum, pancreas, spleen, surgical staplers, stomach, and trocars. The frame images were randomly allocated to training and validation sets in a 9:1 ratio. The YOLOv8 deep learning framework was used for model training and validation. Precision, recall, average precision (AP), and mean average precision (mAP) were used to evaluate detection and recognition accuracy.Results:The training set contained 3032 frame images comprising 30 895 instance segmentation counts across 23 categories. The validation set contained 337 frame images comprising 3407 instance segmentation counts. The YOLOv8m model was used for training. The loss curve of the training set showed a smooth gradual decrease in loss value as the number of iteration calculations increased. In the training set, the AP values of all 23 categories were above 0.90, with a mAP of 0.99, whereas in the validation set, the mAP of the 23 categories was 0.82. As to individual categories, the AP values for ultrasonic knives, needle holders, forceps, gallbladders, small pieces of gauze, and surgical staplers were 0.96, 0.94, 0.91, 0.91, 0.91, and 0.91, respectively. The model successfully inferred and applied to a 5-minutes video segment of laparoscopic gastroenterostomy suturing.Conclusion:The primary finding of this multicenter study is that computer vision can efficiently, accurately, and in real-time detect organs and instruments in various scenarios of radical laparoscopic gastrectomy for gastric cancer.
4.Computer-vision-based artificial intelligence for detection and recognition of instruments and organs during radical laparoscopic gastrectomy for gastric cancer: a multicenter study
Kecheng ZHANG ; Zhi QIAO ; Li YANG ; Tao ZHANG ; Fenglin LIU ; Dachuan SUN ; Tianyu XIE ; Lei GUO ; Canrong LU
Chinese Journal of Gastrointestinal Surgery 2024;27(5):464-470
Objective:To investigate the feasibility and accuracy of computer vision-based artificial intelligence technology in detecting and recognizing instruments and organs in the scenario of radical laparoscopic gastrectomy for gastric cancer.Methods:Eight complete laparoscopic distal radical gastrectomy surgery videos were collected from four large tertiary hospitals in China (First Medical Center of Chinese PLA General Hospital [three cases], Liaoning Cancer Hospital [two cases], Liyang Branch of Jiangsu Province People's Hospital [two cases], and Fudan University Shanghai Cancer Center [one case]). PR software was used to extract frames every 5–10 seconds and convert them into image frames. To ensure quality, deduplication was performed manually to remove obvious duplication and blurred image frames. After conversion and deduplication, there were 3369 frame images with a resolution of 1,920×1,080 PPI. LabelMe was used for instance segmentation of the images into the following 23 categories: veins, arteries, sutures, needle holders, ultrasonic knives, suction devices, bleeding, colon, forceps, gallbladder, small gauze, Hem-o-lok, Hem-o-lok appliers, electrocautery hooks, small intestine, hepatogastric ligaments, liver, omentum, pancreas, spleen, surgical staplers, stomach, and trocars. The frame images were randomly allocated to training and validation sets in a 9:1 ratio. The YOLOv8 deep learning framework was used for model training and validation. Precision, recall, average precision (AP), and mean average precision (mAP) were used to evaluate detection and recognition accuracy.Results:The training set contained 3032 frame images comprising 30 895 instance segmentation counts across 23 categories. The validation set contained 337 frame images comprising 3407 instance segmentation counts. The YOLOv8m model was used for training. The loss curve of the training set showed a smooth gradual decrease in loss value as the number of iteration calculations increased. In the training set, the AP values of all 23 categories were above 0.90, with a mAP of 0.99, whereas in the validation set, the mAP of the 23 categories was 0.82. As to individual categories, the AP values for ultrasonic knives, needle holders, forceps, gallbladders, small pieces of gauze, and surgical staplers were 0.96, 0.94, 0.91, 0.91, 0.91, and 0.91, respectively. The model successfully inferred and applied to a 5-minutes video segment of laparoscopic gastroenterostomy suturing.Conclusion:The primary finding of this multicenter study is that computer vision can efficiently, accurately, and in real-time detect organs and instruments in various scenarios of radical laparoscopic gastrectomy for gastric cancer.
5.Association between inflammation, body mass index, and long-term outcomes in patients after percutaneous coronary intervention: A large cohort study.
Guyu ZENG ; Deshan YUAN ; Sida JIA ; Peizhi WANG ; Liu RU ; Tianyu LI ; Ce ZHANG ; Xueyan ZHAO ; Song LEI ; Lijian GAO ; Jue CHEN ; Yuejin YANG ; Shubin QIAO ; Runlin GAO ; Xu BO ; Jinqing YUAN
Chinese Medical Journal 2023;136(14):1738-1740
6.Sevoflurane inhibits proliferation and invasion of colon cancer SW480 cells and standard regimen for advanced colorectal cancer
DONG Dejia ; WU Wei ; DOU Fafu ; HUANG Rui ; QIAO Tianyu ; SHEN Zhen ; ZHOU Yadong
Chinese Journal of Cancer Biotherapy 2020;27(7):742-748
[Abstract] Objective: To investigate the effect and mechanism of sevoflurane on the proliferation and invasion of colon cancer SW480 cells and the growth of transplanted tumor in nude mice by regulating the phosphorylation of PI3K. Methods: Colon cancer SW480 cells were treated with sevoflurane and randomly divided into control group, 0.5% sevoflurane group, 1.0% sevoflurane group and 2.0% sevoflurane group for subsequent experiments. The proliferation ability of SW480 cells was detected by Clone formation assay, mRNA expression levels of MDM2 and survivin in cells were detected by RT-PCR, invasion ability of cells was detected by
Transwell assay, and protein expression levels of MDM2, survivin, VEGF, PI3K, p-PI3K, AKT and p-AKT were detected by Western blotting. PI3K activator 740Y-P was added for verification. SW480 cell transplanted tumor model was constructed on nude mice, and the tumor mass was weighed. The positive expression rates of MDM2 and VEGF in the transplanted tumor tissues were detected by
Immunohistochemistry. Results: As compared with the control group and the low-dose group, the clone formation rate of SW480 cells and the number of invaded cells in the 1.0% and 2.0% sevoflurane groups were significantly decreased (all P<0.01), the mRNA and protein levels of MDM2 in the cells were significantly increased (all P<0.01), while the mRNA and protein levels of survivin were significantly decreased (all P<0.01); and the protein levels of VEGF, p-PI3K/PI3K and p-AKT/AKT were significantly decreased (all P<0.01). 740Y-P could reverse the effect of sevoflurane on the proliferation, invasion and expression of proteins associated with the PI3K/AKT signaling pathway in SW480 cells. The mass of transplanted tumor in 2.0% sevoflurane group was significantly decreased (P<0.01), and the positive MDM2 expression rate in tumor tissues was significantly increased (P<0.01), while the positive VEGF expression rate was significantly decreased (P<0.01). Conclusion: Sevoflurane inhibits the proliferation and invasion of colon cancer SW480 cells and the growth of xenografts in nude mice possibly by inhibiting PI3K phosphorylation.
7.Impact of plasma homocysteinemia on contrast-induced nephropathy after percutaneous coronary intervention in patients with coronary syndrome.
Gaoliang YAN ; Wenjie KONG ; Dong WANG ; Yong QIAO ; Xiang SHA ; Tianyu CHENG ; Hairong ZHANG ; Jiantong HOU ; Chengchun TANG ; Genshan MA
Chinese Journal of Cardiology 2016;44(1):32-37
OBJECTIVETo explore the impact of plasma homocysteinemia(Hcy) on contrast-induced nephropathy (CIN) after percutaneous coronary intervention (PCI) in acute coronary syndrome (ACS) patients.
METHODSConsecutive 684 ACS patients undergoing first PCI in our department between January 2013 and December 2014 were prospectively enrolled.Patients were divided into 2 groups according to the pre-procedural plasma Hcy level: high-Hcy group (Hcy≥10 μmol/L, n=404) and control group (Hcy<10 μmol/L, n=280). The CIN was defined as serum creatinine ≥ 44.2 μmol/L or 25% increase compared to baseline within 48-72 h after PCI.The baseline clinical data and the ratio of CIN were compared between the 2 groups.Multivariate logistic regression analysis was used to define the independent risk factors for CIN.
RESULTSCIN occurred in 133(19.4%) out of 684 enrolled patients, and the incidence of CIN was significantly higher in high Hcy group than in the control group (22.0%(89/404)vs. 15.7%(44/280), P=0.040). After adjusting the confounding factors, including age, acute myocardial infarction, co-morbidities(hypertension, diabetes mellitus, and old myocardial infarction), laboratory examination (level of cystatin C and uric acid), glomerular filtration rate, left ventricular ejection fraction, angiographic and procedural characteristics (3 diseased vessels, multiple stent implantation), treatment at admission (spironolactone, digoxin), multivariate logistic regression analysis showed that high Hcy was independently associated with the development of CIN (OR=1.70, 95%CI 1.60-2.64, P=0.021).
CONCLUSIONElevated Hcy prior PCI is an independent risk factor of CIN in ACS patients undergoing first PCI.
Acute Coronary Syndrome ; Diabetes Mellitus ; Glomerular Filtration Rate ; Humans ; Hyperhomocysteinemia ; Incidence ; Kidney Diseases ; Myocardial Infarction ; Percutaneous Coronary Intervention ; Risk Factors ; Ventricular Function, Left
8.Analysis of treatment and prognostic factors in colorectal cancer liver metastasis.
Tianyu QIAO ; Yongpeng XU ; Xu GUAN ; Dazhuang MIAO ; Xishan WANG
Chinese Journal of Gastrointestinal Surgery 2015;18(9):930-934
OBJECTIVETo investigate the prognostic factors of colorectal cancer patients with liver metastasis in order to provide reference for clinical practice.
METHODSClinicopathological and follow-up data of 264 cases of colorectal liver metastasis in our department from January 1997 to January 2012 were analyzed retrospectively. Among these 264 patients, 217 underwent primary colorectal cancer resection, 33 underwent combined resection of primary colorectal lesion plus liver metastasis, and 14 received stoma creation alone. Besides, 197 patients received adjuvant chemotherapy, 14 received adjuvant radiotherapy, and 42 underwent interventional treatment. Clinicopathological features and treatment scheme affecting prognosis were analyzed and prognostic stratification analysis was performed according to emergence time of liver metastasis (synchronous or metachronous).
RESULTSOf 264 patients, 1-, 3-, and 5-year overall survival rates were 77.0%, 31.7%, and 14.0%; median survival time was 25 months; 1-, 3-, and 5-year survival rates of synchronous colorectal liver metastasis were 68.8%, 22.3%, and 7.7%; 1-, 3-, and 5-year survival rates of metochronous colorectal liver metastasis were 95.8%, 49.0%, and 21.3%, whose difference was statistically significant (P<0.05). Multivariate analysis showed that primary tumor differentiation, CEA level, adjuvant chemotherapy, and radical resection were independent prognostic factors of colorectal cancer patients with liver metastasis (all P<0.05), while primary tumor differentiation, CEA level, and radical resection were independent prognostic factors of synchronous liver metastasis (all P<0.05), and primary tumor location and CEA level were independent prognostic factors of metachronous liver metastasis (all P<0.05).
CONCLUSIONSRadical operation and adjuvant chemotherapy should be emphasized for colorectal liver metastasis, especially for synchronous colorectal liver metastasis. Simple resection of primary tumor can not improve the overall survival of patients with colorectal liver metastasis.
Chemotherapy, Adjuvant ; Colorectal Neoplasms ; pathology ; Hepatectomy ; Humans ; Liver Neoplasms ; diagnosis ; secondary ; therapy ; Multivariate Analysis ; Prognosis ; Retrospective Studies ; Survival Rate
9.Analysis of treatment and prognostic factors in colorectal cancer liver metastasis
Tianyu QIAO ; Yongpeng XU ; Xu GUAN ; Dazhuang MIAO ; Xishan WANG
Chinese Journal of Gastrointestinal Surgery 2015;(9):930-934
Objective To investigate the prognostic factors of colorectal cancer patients with liver metastasis in order to provide reference for clinical practice. Methods Clinicopathological and follow-up data of 264 cases of colorectal liver metastasis in our department from January 1997 to January 2012 were analyzed retrospectively. Among these 264 patients , 217 underwent primary colorectal cancer resection, 33 underwent combined resection of primary colorectal lesion plus liver metastasis, and 14 received stoma creation alone. Besides, 197 patients received adjuvant chemotherapy, 14 received adjuvant radiotherapy, and 42 underwent interventional treatment. Clinicopathological features and treatment scheme affecting prognosis were analyzed and prognostic stratification analysis was performed according to emergence time of liver metastasis (synchronous or metachronous). Results Of 264 patients, 1-, 3-, and 5-year overall survival rates were 77.0%, 31.7%, and 14.0%; median survival time was 25 months; 1-, 3-, and 5-year survival rates of synchronous colorectal liver metastasis were 68.8%, 22.3%, and 7.7%; 1-, 3-, and 5-year survival rates of metochronous colorectal liver metastasis were 95.8%, 49.0%, and 21.3%, whose difference was statistically significant (P<0.05). Multivariate analysis showed that primary tumor differentiation, CEA level, adjuvant chemotherapy, and radical resection were independent prognostic factors of colorectal cancer patients with liver metastasis (all P<0.05), while primary tumor differentiation, CEA level, and radical resection were independent prognostic factors of synchronous liver metastasis (all P<0.05), and primary tumor location and CEA level were independent prognostic factors of metachronous liver metastasis (all P<0.05). Conclusions Radical operation and adjuvant chemotherapy should be emphasized for colorectal liver metastasis, especially for synchronous colorectal liver metastasis. Simple resection of primary tumor can not improve the overall survival of patients with colorectal liver metastasis.
10.Analysis of treatment and prognostic factors in colorectal cancer liver metastasis
Tianyu QIAO ; Yongpeng XU ; Xu GUAN ; Dazhuang MIAO ; Xishan WANG
Chinese Journal of Gastrointestinal Surgery 2015;(9):930-934
Objective To investigate the prognostic factors of colorectal cancer patients with liver metastasis in order to provide reference for clinical practice. Methods Clinicopathological and follow-up data of 264 cases of colorectal liver metastasis in our department from January 1997 to January 2012 were analyzed retrospectively. Among these 264 patients , 217 underwent primary colorectal cancer resection, 33 underwent combined resection of primary colorectal lesion plus liver metastasis, and 14 received stoma creation alone. Besides, 197 patients received adjuvant chemotherapy, 14 received adjuvant radiotherapy, and 42 underwent interventional treatment. Clinicopathological features and treatment scheme affecting prognosis were analyzed and prognostic stratification analysis was performed according to emergence time of liver metastasis (synchronous or metachronous). Results Of 264 patients, 1-, 3-, and 5-year overall survival rates were 77.0%, 31.7%, and 14.0%; median survival time was 25 months; 1-, 3-, and 5-year survival rates of synchronous colorectal liver metastasis were 68.8%, 22.3%, and 7.7%; 1-, 3-, and 5-year survival rates of metochronous colorectal liver metastasis were 95.8%, 49.0%, and 21.3%, whose difference was statistically significant (P<0.05). Multivariate analysis showed that primary tumor differentiation, CEA level, adjuvant chemotherapy, and radical resection were independent prognostic factors of colorectal cancer patients with liver metastasis (all P<0.05), while primary tumor differentiation, CEA level, and radical resection were independent prognostic factors of synchronous liver metastasis (all P<0.05), and primary tumor location and CEA level were independent prognostic factors of metachronous liver metastasis (all P<0.05). Conclusions Radical operation and adjuvant chemotherapy should be emphasized for colorectal liver metastasis, especially for synchronous colorectal liver metastasis. Simple resection of primary tumor can not improve the overall survival of patients with colorectal liver metastasis.

Result Analysis
Print
Save
E-mail