1.Clinical Study of Artificial Intelligence-assisted Diagnosis System in Predicting the Invasive Subtypes of Early-stage Lung Adenocarcinoma Appearing as Pulmonary Nodules.
Zhipeng SU ; Wenjie MAO ; Bin LI ; Zhizhong ZHENG ; Bo YANG ; Meiyu REN ; Tieniu SONG ; Haiming FENG ; Yuqi MENG
Chinese Journal of Lung Cancer 2022;25(4):245-252
BACKGROUND:
Lung cancer is the cancer with the highest mortality at home and abroad at present. The detection of lung nodules is a key step to reducing the mortality of lung cancer. Artificial intelligence-assisted diagnosis system presents as the state of the art in the area of nodule detection, differentiation between benign and malignant and diagnosis of invasive subtypes, however, a validation with clinical data is necessary for further application. Therefore, the aim of this study is to evaluate the effectiveness of artificial intelligence-assisted diagnosis system in predicting the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules.
METHODS:
Clinical data of 223 patients with early-stage lung adenocarcinoma appearing as pulmonary nodules admitted to the Lanzhou University Second Hospital from January 1st, 2016 to December 31th, 2021 were retrospectively analyzed, which were divided into invasive adenocarcinoma group (n=170) and non-invasive adenocarcinoma group (n=53), and the non-invasive adenocarcinoma group was subdivided into minimally invasive adenocarcinoma group (n=31) and preinvasive lesions group (n=22). The malignant probability and imaging characteristics of each group were compared to analyze their predictive ability for the invasive subtypes of early-stage lung adenocarcinoma. The concordance between qualitative diagnostic results of artificial intelligence-assisted diagnosis of the invasive subtypes of early-stage lung adenocarcinoma and postoperative pathology was then analyzed.
RESULTS:
In different invasive subtypes of early-stage lung adenocarcinoma, the mean CT value of pulmonary nodules (P<0.001), diameter (P<0.001), volume (P<0.001), malignant probability (P<0.001), pleural retraction sign (P<0.001), lobulation (P<0.001), spiculation (P<0.001) were significantly different. At the same time, it was also found that with the increased invasiveness of different invasive subtypes of early-stage lung adenocarcinoma, the proportion of dominant signs of each group gradually increased. On the issue of binary classification, the sensitivity, specificity, and area under the curve (AUC) values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 81.76%, 92.45% and 0.871 respectively. On the issue of three classification, the accuracy, recall rate, F1 score, and AUC values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 83.86%, 85.03%, 76.46% and 0.879 respectively.
CONCLUSIONS
Artificial intelligence-assisted diagnosis system could predict the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules, and has a certain predictive value. With the optimization of algorithms and the improvement of data, it may provide guidance for individualized treatment of patients.
Adenocarcinoma/pathology*
;
Adenocarcinoma of Lung/pathology*
;
Artificial Intelligence
;
Humans
;
Lung Neoplasms/pathology*
;
Multiple Pulmonary Nodules
;
Neoplasm Invasiveness
;
Retrospective Studies
2.Clinical efficacy of hepatic arterial infusion chemotherapy combined with immune plus targe-ted therapy for lung metastasis of advanced hepatocellular carcinoma
Xiaowei YANG ; Ming YANG ; Riga SU ; Zhaoyue WANG ; Ying LIU ; Zhizhong REN ; Yuewei ZHANG
Chinese Journal of Digestive Surgery 2022;21(S1):10-14
Hepatocellular carcinoma (HCC) is one of the most common tumors of primary hepatic carcinoma, and one of the major causes of cancer related deaths worldwide. HCC has high incidence and mortality, with limited treatment. The prevention and treatment of HCC faces great challenges. At present, interventional therapy combined with immune plus targeted therapy has a synergistic effect and a significant effect in prolonging the survival time of patients and controlling tumors, which brings a brand-new therapeutic hope to patients with advanced HCC. The authors report a case of advanced HCC with lung metastasis who underwent hepatic arterial infusion chemotherapy combined with immune plus targeted therapy, with a result of good clinical effect on tumor controlling in a short time.
3.Application value of dynamic SPECT 99Tc m-GSA scintigraphy in assessing liver function of perihilar cholangiocarcinoma after portal vein embolization
Qijia ZHANG ; Kaiyu WANG ; Yuewei ZHANG ; Ying LIU ; Zhizhong REN ; Liang WANG ; Chunyan SUN ; Ming XIAO ; Yan SONG ; Qiang LI ; Xiaqing GE ; Canhong XIANG
Chinese Journal of Digestive Surgery 2021;20(7):822-827
Objective:To investigate the application value of dynamic scintigraphy single-photonemission computed tomography (SPECT) 99m-technetium-galactosyl human serum albumin diethy-lenetriamine pentaacetic ( 99Tc m-GSA) scintigraphy in assessing liver function of perihilar cholangio-carcinoma after portal vein embolization (PVE). Methods:The retrospective and descriptive study was conducted. The clinicopathological data of 16 patients with perihilar cholangiocarcinoma who underwent 99Tc m-GSA scintigraphy after PVE in Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University from October 2019 to January 2021 were collected. There were 8 males and 8 females, aged from 46 to 78 years, with a median age of 64 years. Observation indicators: (1) liver volume after PVE; (2) liver function after PVE; (3) typical case analysis. Measurement data with normal distribution were represented as Mean± SD. Count data were represented as absolute numbers or percentages. Comparison of data of the same patient was analyzed using the paired t test. Results:(1) Liver volume after PVE:the morphological liver volume and functional liver volume for the 16 patients were (1 420±211)mL and (389±112)mL. The morphological liver volume and functional liver volume were (636±143)mL and (234±106)mL of planning reserved lobe, (784±210)mL and (151±106)mL of planning resection lobe, respectively. The functional liver density (FLD) of planning reserved lobe and planning resection lobe were 0.36±0.12 and 0.19±0.11, showing a significant difference between them ( t=3.794, P<0.05). The planning resection rate of morpholo-gical liver volume and functional liver volume were 37.8%±0.6% and 54.8%±0.2%, showing a significant difference between them ( t=?3.720, P<0.05). (2) Liver function after PVE: 13 of 16 patients completed the indocyanine green (ICG) test, and 3 patients didn't complete the ICG test due to intolerance. For the 13 patients undergoing ICG test, the total ICG-K value was (0.15±0.03)/minutes, and the ICG-K value of planning reserved lobe was (0.07±0.02)/minutes. The total GSA-K value of 16 patients was (0.14±0.10)/minutes, and the GSA-K value of planning reserved lobe was (0.08±0.06)/minutes. (3) Typical case analysis: a 46-year-old male patient with type Bismuth Ⅲa perihilar cholangiocarcinoma was planned to perform perihilar hepatectomy combined with right hepatectomy. The imaging evaluation showed that the volume of reserved liver lobe accounted for 27% of the total liver volume. The serum total bilirubin was 256 μmol/L when admitted and decreased to 118 μmol/L on the day 5 after percutaneous transhepatic biliary drainage. The right anterior and right posterior branches of PVE was performed. SPECT 99Tc m-GSA examination was performed on the day 37 after PVE. The morphological liver volume was 559 mL of planned reserved lobe and 1 461 mL of the whole liver. The planned morphological liver volume resection rate was 61.7%. ICG-K was 0.12/minutes of the whole liver, and 0.04/minutes of planned reserved lobe. The functional liver volume was 134 mL of planned reserved lobe and 309 mL of the whole liver. The planned resection rate of functional liver volume was 56.6%. The GSA-K was 0.20/minutes of the whole liver and 0.09/minutes of planned reserved lobe. R 0 resection was achieved in perihilar hepatectomy combined with right hepatectomy and no liver failure occurred. The survival time of patients was 11 months. Conclusion:Dynamic SPECT 99Tc m-GSA scintigraphy can effectively evaluate the regional function of the reserved liver lobe in patients with perihilar cholangiocarcinoma after PVE.
4.Advances of hypoxia-induced chemotherapy resistance in gastric cancer
Minghua LU ; Gongcai TAO ; Yanan FANG ; Zhizhong SHANG ; Lei REN
Chinese Journal of Clinical Oncology 2019;46(13):700-703
Gastric cancer is a serious malignancy that endangers human health. Increased rates of chemotherapy-resistant cancer have led to a decrease in the efficacy of treatment. Recent studies found that the presence of hypoxia in the tumor microenvironment was a notable cause of gastric cancer resistance to chemotherapy drugs. The abnormal structure and function of blood vessels in the tumor and the rapid proliferation of tumor cells increase the oxygen consumption of tumor cells, which results in tumor tissue hypox-ia. Hypoxic conditions make tumor cells more aggressive, more likely to metastasize and develop resistance to chemotherapy. In this paper, we have reviewed the progress of research into hypoxia-induced chemotherapeutic drug resistance in gastric cancer. The review has covered the causes of hypoxia and the characteristics of the hypoxic microenvironment in gastric cancer, the current situation and causes of hypoxia-induced chemotherapeutic drug resistance in gastric cancer, and the measures to overcome the hypoxia-induced re-sistance to chemotherapy drugs.
5. Development status of biliary tract imaging technology
Ang LI ; Rui TANG ; Xinjing ZHANG ; Zhizhong REN ; Huayuan HAO ; Jiahong DONG ; Qian LU
Chinese Journal of Surgery 2019;57(3):227-230
Structure of biliary system is complex as well as various, making troubles for optimal surgical treatment of biliary disease. Remarkable imaging of biliary system helps surgeon evaluating patients and planning surgeries. There are several methods to obtain accurate anatomical information of biliary system, such as X-ray fluoroscopy, MRI and fluorescence-based imaging. Each has its own advantages and disadvantages. Combination of multi-model imaging technologies may improve visual result of anatomical information of biliary tract. More resolvable, legible, and sequential imaging technology of biliary system remains further study. This article reviews various cholangiography methods widely used in the clinical setting.
6.Meta-analysis and Trial Sequential Analysis of Therapeutic Efficacy of Modified Cangfu Daotan Decoction Combined with Chemical Medicine versus Chemical Medicine Alone in the Treatment of Polycystic Ovarian Syndrome
Pengpeng XIE ; Yizi XIE ; Shuliang JI ; Weipeng SUN ; Zhizhong SUN ; Yueyi REN ; Lei ZENG
China Pharmacy 2019;30(5):698-703
OBJECTIVE: To systematically evaluate therapeutic efficacy of modified Cangfu daotan decoction (MCDD) combined with chemical medicine versus chemical medicine alone in the treatment of polycystic ovarian syndrome (PCOS), and to provide evidence-based reference for clinical decision. METHODS: Retrieved from PubMed, Embase, Cochrane Library, CJFD, Wanfang database, VIP and CBM, randomized controlled trials (RCTs) about MCDD combined with chemical medicine [ethynestradiol cycloprogesterone (Diane-35), clomiphene, metformin] (trial group) versus chemical medicine alone (control group) in the treatment of PCOS were collected. After data extraction and quality evaluation with Cochrane 5.1.0 bias risk evaluation tool and Jadad scale, Meta-analysis was conducted for total response rate, serum hormone level (FSH, LH, LH/FSH, testosterone), BMI, ovulation rate and physical signs (hirsutism, acne) by using Stata 14.0 software. Trial sequential analysis(TSA)was conducted by using TSA 0.9 software. RESULTS: A total of 20 RCTs were included, involving 1 484 patients. Results of Meta analysis showed that total response rate [RR=1.13,95%CI (1.02,1.24),P<0.05], serum hormone level {FSH [WMD=-0.59,95%CI(-0.98,-0.20),P<0.05],LH [WMD=-0.95,95%CI(-1.41, -0.52),P<0.05],LH/FSH [WMD=-1.04,95%CI(-1.78,-0.33),P<0.05],testosterone [WMD=-0.93,95%CI(-1.38,-0.28),P<0.05]}, BMI [SMD=-1.01,95%CI (-1.76,-0.27),P<0.05], ovulation rate [RR=1.17,95%CI(1.02,1.34),P<0.05] and physical signs {hirsutism [WMD=-0.48,95%CI(-0.86, -0.10),P<0.05], acne [WMD=-1.16,95%CI(-1.56,-0.75),P<0.05]} of trial group were all better than those of control group, with statistical significance. TSA showed that there are reliable evidences for MCDD combined with chemical medicine in the treatment of PCOS. CONCLUSIONS: Versus chemical medicine alone in the treatment of PCOS, MCDD combined with chemical medicine can improve total response rate and ovulation rate, reduce serum hormone levels, BMI and physical signs.
7.Advances in the application of GPC3 in treatment of liver cancer
Journal of Clinical Hepatology 2017;33(7):1369-1372
Liver cancer is one of the most common malignant tumors in the world, and traditional liver cancer treatment methods have their own limitations.Glypican-3 (GPC3) is a cell-surface heparan sulfate proteoglycan and is involved in the regulation of individual development and cell proliferation and differentiation.It is also a hepatoma-specific carcinoembryonic antigen.The mechanism of action of GPC3 in the development and progression of liver cancer has become a hot research topic.GPC3 not only has a unique value in the diagnosis of liver cancer, but also plays an important role in the treatment of liver cancer.This article also introduces the application of GPC3-derived tumor vaccines, GPC3 antibodies, GPC3 gene therapy, and targeted therapy and brings new ideas for the treatment of liver cancer.
8.Expression of endonuclease G in the brain tissue of rats with chronic fluorosis
Mei YANG ; Zhenkui REN ; Bingfeng ZHOU ; Zhizhong GUAN ; Wenfeng YU
Chinese Journal of Endemiology 2017;36(5):327-332
Objective To investigate the possible mechanism of endonuclease G (Endo G)-mediated non-Caspase-dependent apoptotic pathway in brain neuronal apoptosis in chronic fluorosis rats.Methods Sixty Sprague Dawley (SD) rats (half male and half female) were randomly divided into two groups:control group fed with tap water with fluoride content < 0.5 mg/L and fluorine group in which sodium fluoride was added into drinking water with fluoride content of 50.0 mg/L.Both groups were fed with standard food with fluorine content < 0.5 mg/kg.The experiment period was 10 months.At the end of the experiment,all the animals were sacrificed,and brain tissue was taken.Flow cytometry was used to examine apoptosis rate,immune-histochemistry was employed to detect the distribution of Endo G in brain tissue;Western blotting was used to test the protein expression of Endo G.Results Compared to the apoptosis rate of control group [(1.3 ± 0.6)%,(1.9 ± 0.3)%],the apoptosis rate in hippocampus and cortex of rats with chronic fluorosis [(2.6 ± 0.6)%,(3.1-± 0.7)%] was significantly increased (t =3.1,3.4,all P < 0.05).The Endo G positive neurons and their degree of staining in CA1,CA2,CA3 and CA4 of hippocampus,frontal cortex as well as the upper layer of parietal cortex [(11.1 ± 2.2),(10.2 ± 1.9),(9.8 ± 3.1),(9.9 ± 1.6),(10.6 ± 2.9),(8.2 ± 2.4),(11.1 ± 2.8) scores] in rats with chronic fluorosis were significantly higher than those in the control group [(5.8 ± 1.8),(6.7 ± 2.6),(5.2 ± 2.4),(7.2 ± 2.1),(7.7 ± 2.6),(6.1 ± 1.9),(8.1 ± 2.6) scores,t =2.9,2.5,2.4,2.3,2.2,2.5,2.3,P < 0.01 or < 0.05].The protein level of Endo G in the mitochondria of rat brains with chronic fluorosis [(86.4 ± 7.2)%,(83.9 ± 6.8)%] was significantly lower than that of control group [(100.0 ± 6.1)%,(100.0 ± 5.5)%,t =2.6,2.3,all P < 0.05].Meanwhile,the protein level of Endo G in the nucleus of neurons from chronic fluorosis rats [(117.5 ± 6.4)%,(115.2 ± 6.2)%] was significantly higher than that of the control [(100.0 ± 5.2)%,(100.0 ± 5.5)%,t =2.5,2.2,all P < 0.05].Conclusion The high expression of Endo G and nuclear transfer are related to the neuron apoptosis in chronic fluorosis rat,which may be one of the mechanisms of brain injury of the disease.
9.Effect of Low Dose of Chicken Infectious Anemia Virus in Attenuated Vaccine on SPF Chicken Body Weight and Vaccine Immune Antibody.
Lichun FANG ; Xiaohan LI ; Zhihao REN ; Yang LI ; Yixin WANG ; Zhizhong CUI ; Shuang CHANG ; Peng ZHAO
Chinese Journal of Virology 2016;32(2):190-194
In order to observe the effect of the immune and weight of chickens after use the attenuated vaccine with low dose of chicken infectious anemia virus (CIAV). In this study, the effects of low dose of CIAV on the weight of SPF chickens and NDV antibody production were observed by simulated experiments. The results showed that 10 EID50 and 5 EID50 CIAV per plume attenuated NDV vaccines were used to cause the weight loss of SPF chickens. Compared with the use of the non contaminated vaccine group, it has significant difference. And NDV antibody levels compared with the use of the non contaminated groups also decreased after use the vaccine with two doses of CIAV contaminated. It has significant difference. A certain proportion of CIAV antibody positive was detected at the beginning of the second week after use the NDV vaccine with two doses of CIAV contaminated. The detection of a high proportion of CIAV nucleic acid was detected in the first week after the use of a contaminated vaccine. The results of the study demonstrate the effects of CIAV pollution on the production and immune function of SPF chickens, and it is suggested that increasing the detection of viral nucleic acid can help save time and improve the detection rate in the detection of exogenous virus contamination by SPF chicken test method.
Animals
;
Antibodies, Viral
;
immunology
;
Chicken anemia virus
;
genetics
;
immunology
;
physiology
;
Chickens
;
Circoviridae Infections
;
immunology
;
veterinary
;
virology
;
Poultry Diseases
;
immunology
;
virology
;
Specific Pathogen-Free Organisms
;
Vaccines, Attenuated
;
administration & dosage
;
genetics
;
immunology
10.Vertebroplasty with bone cement in the treatment of osteoporotic vertebral compression fractures A 6-year follow-up
Lian REN ; Zhizhong LI ; Jie SUI ; Yongxin LIN ; Genlong JIAO ; Guodong SUN
Chinese Journal of Tissue Engineering Research 2012;16(12):2110-2114
BACKGROUND: Percutaneous vertebroplasty for osteoporotic vertebral compression fractures has achieved very good results, but its long-term efficacy as well as impact on patients has been rarely reported so far.OBJECTIVE: To investigate the long-term effect of vertebroplasty with bone cement on osteoporotic vertebral compression fractures through a follow-up.METHODS: Thirty-four patients with osteoporotic vertebral compression fractures who had undergone percutaneous vertebroplasty were recruited. Visual analogue scale scoring was measured and compared as well as lesioned vertebral height and kyphosis angle shown on lateral X-ray examination prior to, 1 week and 6 years after percutaneous vertebroplasty.RESULTS AND CONCLUSION: The kyphosis angle was improved 1 week and 6 years after percutaneous vertebroplasty, and it changed insignificantly during the follow-up period. The vertebral height was also improved significantly after percutaneous vertebroplasty (P < 0.01); however, there was no obvious variation in the vertebral height at 1 week and 6 years after percutaneous vertebroplasty. The visual analogue scale exhibited an improvement after percutaneous vertebroplasty (P < 0.01); however, with time going by, the scoring on the visual analogue scale had an increased tend. All the parameters remained stable and had no large fluctuations. It is proved that the percutaneous vertebroplasty is effective and safe to treat osteoporotic vertebral compression fractures with an excellent long-term effect.

Result Analysis
Print
Save
E-mail