1.Application effect analysis of artificial intelligence automatic diagnosis system for diabetic retinopathy in elderly diabetic patients in community and hospital
Shuai MING ; Xi YAO ; Kunpeng XIE ; Yingrui YANG ; Xuemin JIN ; Bo LEI
Chinese Journal of Ocular Fundus Diseases 2022;38(2):120-125
Objective:To study the efficiency and difference of the artificial intelligence (AI) system based on fundus-reading in community and hospital scenarios in screening/diagnosing diabetic retinopathy (DR) among aged population, and further evaluate its application value.Methods:A combination of retrospective and prospective study. The clinical data of 1 608 elderly patients with diabetes were continuously treated in Henan Eye Hospital & Henan Eye Institute from July 2018 to March 2021, were collected. Among them, there were 659 males and 949 females; median age was 64 years old. From December 2018 to April 2019, 496 elderly diabetes patients were prospectively recruited in the community. Among them, there were 202 males and 294 female; median age was 62 years old. An ophthalmologist or a trained endocrinologist performed a non-mydriatic fundus color photographic examination in both eyes, and a 45° frontal radiograph was taken with the central fovea as the central posterior pole. The AI system was developed based on the deep learning YOLO source code, AI system based on the deep learning algorithm was applied in final diagnosis reporting by the"AI+manual-check" method. The diagnosis of DR were classified into 0-4 stage. The 2-4 stage patients were classified into referral DR group.Results:A total of 1 989 cases (94.5%, 1 989/2 104) were read by AI, of which 437 (88.1%, 437/496) and 1 552 (96.5%, 1 552/1 608) from the community and hospital, respectively. The reading rate of AI films from community sources was lower than that from hospital sources, and the difference was statistically significant ( χ2=51.612, P<0.001). The main reasons for poor image quality in the community were small pupil (47.1%, 24/51), cataract (19.6%, 10/51), and cataract combined with small pupil (21.6%, 11/51). The total negative rate of DR was 62.4% (1 241/1 989); among them, the community and hospital sources were 84.2% and 56.3%, respectively, and the AI diagnosis negative rate of community source was higher than that of hospital, and the difference was statistically significant ( χ2=113.108, P<0.001). AI diagnosis required referral to DR 20.2% (401/1 989). Among them, community and hospital sources were 6.4% and 24.0%, respectively. The rate of referral for DR for AI diagnosis from community sources was lower than that of hospitals, and the difference was statistically significant ( χ2=65.655, P<0.001). There was a statistically significant difference in the composition ratio of patients with different stages of DR diagnosed by AI from different sources ( χ2=13.435, P=0.001). Among them, community-derived patients were mainly DR without referral (52.2%, 36/69); hospital-derived patients were mainly DR requiring referral (54.9%, 373/679), and the detection rate of treated DR was higher (14.3%). The first rank of the order of the fundus lesions number automatically identified by AI was drusen (68.4%) and intraretinal hemorrhage (48.5%) in the communities and hospitals respectively. Conclusions:It is more suitable for early and negative DR screening for its high non-referral DR detection rate in the community. Whilst referral DR were mainly found in hospital scenario.
2.Clinical value of lymph node dissection for intrahepatic cholangiocarcinoma
Junwu GUO ; Binghua DAI ; Kunpeng FANG ; Yijun ZHAO ; Zhitao DONG ; Hengmei ZHU ; Chengjun SUI ; Feng XIE ; Li GENG
Chinese Journal of Hepatobiliary Surgery 2022;28(3):202-205
Objective:To evaluate the clinical value of lymph node dissection (LND) for intrahepatic cholangiocarcinoma (ICC) after surgical resection.Methods:A retrospective study was conducted on the clinical data of 156 patients who underwent surgery for ICC in Eastern Hepatobiliary Surgery Hospital of Naval Military Medical University from November 2010 to December 2017, including 94 males and 62 females, aged (60.0±9.5) years. Curative surgery was performed in 114 cases. Of 64 cases were in stage Ⅰ according to American Joint Committee on Cancer (AJCC), including 38 cases of non-lymph node dissection (NLND) and 26 cases of LND; 21 cases were in AJCC stage Ⅱ, including 11 cases of NLND and 10 cases of LND; 22 cases were in AJCC stage Ⅲb, including 14 cases of LND and 8 cases of lymph node resection (LNR); 5 cases were in AJCC stage Ⅲa, 2 cases were in AJCC stage Ⅳ. Univariate and multivariate Cox regression analysis were used for the risk factors of ICC prognosis. The log-rank test compared the survival rates of the two groups.Results:Cox multivariate analysis indicated that lymph node metastasis was independent risk factors for prognosis in patients with ICC ( HR=1.96, 95% CI: 1.09-3.55, P=0.026). A total of 114 patients were included in the curative surgery group. The 1-, 3-, and 5-year overall survival (OS) rates of the negative lymph node group ( n=91) were 65.9%, 47.3% and 35.6%, respectively, which were significantly better than those of the positive lymph node group ( n=23) who had 1-, 3-, 5-year OS rates of 56.5%, 17.7% and 0, respectively (χ 2=8.11, P=0.004 ). In stage Ⅰ and Ⅱ patients, there were no significant differences in 1-, 3-, 5-year OS rates between the NLND group and the LND group (both P>0.05 ). In stage Ⅲb patients, the LND group had 1-, 3-, 5-year OS rates of 71.4%, 29.8% and 0, respectively, significantly better than those of the LNR group who had 1-, 3-, 5-year OS rates of 37.5%, 0 and 0, respectively (χ 2=6.45, P=0.011). Conclusions:Lymph node metastasis is an independent risk factor affecting the prognosis of ICC. Lymph node dissection should be performed cautiously in ICC with AJCC stage Ⅰ and Ⅱ, while routine lymph node dissection is recommended in ICC with AJCC stage Ⅲb.
3.Analysis of choroidal thickness and blood perfusion in idiopathic macular hole eye
Haiyan ZHU ; Ju GUO ; Pengyi ZHOU ; Bo JIN ; Kunpeng XIE ; Liping DU ; Xuemin JIN
Chinese Journal of Ocular Fundus Diseases 2022;38(9):755-761
Objective:To observe and analyze the macular choroidal thickness and choroidal blood perfusion (CBP) in eyes with idiopathic macular hole (IMH) and their correlation.Methods:A cross-sectional observational clinical study. From March 2019 to October 2021, 60 IMH patients with 60 eyes (IMH group) and 60 healthy volunteers with 60 eyes (control group) who consecutively visited Department of Ophthalmology of The First Affiliated Hospital of Zhengzhou University were included in the study. Among the 60 eyes in the IMH group, 8, 8, 15, and 29 eyes were at stage Ⅰ, Ⅱ, Ⅲ, and Ⅳ, respectively. There was no significant difference in age, spherical equivalent power and axial length between the two groups ( t=1.327, 0.157, 0.542; P>0.05). The average macular choriodal thickness (AMCT) and CBP in different regions of the macular region of the examined eye were measured using a swept-frequency light source optical coherence tomography scanner. According to the zoning method for the treatment of diabetic retinopathy, the choroid within 6 mm of the fovea was divided into 3 concentric circles with the fovea as the center. They are the central area with a diameter of 1 mm, the inner ring area of 1-3 mm, and the outer ring area of 3-6 mm; the inner ring area and the outer ring area were divided into 4 areas by 2 radiations respectively, including the upper part of the inner superior (IS), the lower part of the inner inferior (Ⅱ ), and the nasal side of the inner nasal (IN), inner temporal (IT), outer superior (OS), outer inferior (OI), outer nasal (ON), outer temporal (OT), a total of 9 regions. The distribution characteristics of AMCT and CBP in different regions were observed. The correlation between AMCT and CBP was analyzed by Pearson correlation; the correlation between AMCT, CBP and IMH stage was analyzed by Spearman correlation. Results:Compared with the eyes of the control group, the AMCT of the affected eyes in the IMH group was significantly thinner in all areas of the macula, and the difference was statistically significant ( t=2.378, 4.641, 2.888, 3.390, 3.575, 4.870, 4.077, 4.946, 4.578; P<0.05). Compared with the control group, the CBP in the OS and OT regions of the affected eyes in the IMH group was significantly lower, the difference was statistically significant ( t=3.424, 4.516; P<0.05). The results of Pearson correlation analysis showed that there was a significant positive correlation between AMCT and CBP in the OT region ( r=0.314, P<0.001). Spearman correlation analysis showed that there was a significant positive correlation between AMCT and IMH staging in each region ( r=0.375, 0.374, 0.289, 0.379, 0.441, 0.392, 0.303, 0.341, 0.292; P<0.05). There was no significant correlation between CBP and IMH staging in IN, OI and OT regions ( r=-0.138, -0.016, -0.221; P>0.05); CBP and IMH staging in other regions were significantly negatively correlated ( r=-0.560, -0.390,-0.819, -0.692, -0.329, -0.587; P<0.05). Conclusions:The choroidal thickness in the macular region of the eyes with IMH is significantly thinner than that of the normal subjects; there is choroidal hypoperfusion in local areas. There is a significant positive correlation between local regional AMCT and CBP; IMH stage is higher, the trend of AMCT in each region is thickening, and the CBP in most regions decrease.
4.Status of HVPG clinical application in China in 2021
Wen ZHANG ; Fuquan LIU ; Linpeng ZHANG ; Huiguo DING ; Yuzheng ZHUGE ; Jitao WANG ; Lei LI ; Guangchuan WANG ; Hao WU ; Hui LI ; Guohong CAO ; Xuefeng LU ; Derun KONG ; Lin SUN ; Wei WU ; Junhui SUN ; Jiangtao LIU ; He ZHU ; Dongliang LI ; Wuhua GUO ; Hui XUE ; Yu WANG ; Jiancuo GENGZANG ; Tian ZHAO ; Min YUAN ; Shirong LIU ; Hui HUAN ; Meng NIU ; Xin LI ; Jun MA ; Qingliang ZHU ; Wenbo GUO ; Kunpeng ZHANG ; Xiaoliang ZHU ; Birun HUANG ; Jianan LI ; Weidong WANG ; Hongfeng YI ; Qi ZHANG ; Long GAO ; Guo ZHANG ; Zhongwei ZHAO ; Kai XIONG ; Zexin WANG ; Hong SHAN ; Mingsheng LI ; Xueqiang ZHANG ; Haibin SHI ; Xiaogang HU ; Kangshun ZHU ; Zhanguo ZHANG ; Hong JIANG ; Jianbo ZHAO ; Mingsheng HUANG ; Wenyong SHEN ; Lin ZHANG ; Feng XIE ; Zhiwei LI ; Changlong HOU ; Shengjuan HU ; Jianwei LU ; Xudong CUI ; Ting LU ; Shaoqi YANG ; Wei LIU ; Junping SHI ; Yanming LEI ; Jinlun BAO ; Tao WANG ; Weixin REN ; Xiaoli ZHU ; Yong WANG ; Lei YU ; Qiang YU ; Huiling XIANG ; Wenqiang LUO ; Xiaolong QI
Chinese Journal of Hepatology 2022;30(6):637-643
Objective:The investigation and research on the application status of Hepatic Venous Pressure Gradient (HVPG) is very important to understand the real situation and future development of this technology in China.Methods:This study comprehensively investigated the basic situation of HVPG technology in China, including hospital distribution, hospital level, annual number of cases, catheters used, average cost, indications and existing problems.Results:According to the survey, there were 70 hospitals in China carrying out HVPG technology in 2021, distributed in 28 provinces (autonomous regions and municipalities directly under the central Government). A total of 4 398 cases of HVPG were performed in all the surveyed hospitals in 2021, of which 2 291 cases (52.1%) were tested by HVPG alone. The average cost of HVPG detection was (5 617.2±2 079.4) yuan. 96.3% of the teams completed HVPG detection with balloon method, and most of the teams used thrombectomy balloon catheter (80.3%).Conclusion:Through this investigation, the status of domestic clinical application of HVPG has been clarified, and it has been confirmed that many domestic medical institutions have mastered this technology, but it still needs to continue to promote and popularize HVPG technology in the future.
5.Expression levels of high mobility group box protein 1, tumor necrosis factor-α and interleukin-6 and their clinical significance in elderly patients with viral pneumonia
Wentao WU ; Kunpeng WEI ; Wenhong CHEN ; Yunru CHEN ; Jianshe FAN ; Ke WANG ; Yiqiang XIE ; Shizhi WANG ; Hongbo ZHANG
Chinese Journal of Geriatrics 2021;40(5):591-595
Objective:To investigate high mobility group protein 1(HMGB1), tumor necrosis factor-α(TNF-α)and interleukin-6(IL-6)levels and their clinical significance in elderly patients with viral pneumonia.Methods:One hundred and sixty elderly patients with viral pneumonia admitted to the Sixth Hospital Affiliated to Anhui Medical University were enrolled as research subjects.In addition, 40 elderly people who underwent regular physical examination were considered as the control group.Patients with viral pneumonia were divided into the low-risk group, middle-risk group and high-risk group according to CURB-65 scores and pneumonia severity index(PSI)scores.HMGB1, TNF-α and IL-6 levels were compared between different groups.The correlations of CURB-65 scores and PSI scores with HMGB1, TNF-α, IL-6 levels were analyzed.Multivariate Logistic regression analysis was used to examine influencing factors for the severity of viral pneumonia in elderly patients.Results:HMGB1, TNF-α and IL-6 levels were higher in research subjects than in the control group.As the severity of viral pneumonia increased, so did HMGB1, TNF-α and IL-6 levels(all P<0.05). HMGB1, TNF-α and IL-6 levels in the severe viral pneumonia group were significantly higher than those in the non-severe viral pneumonia group( P<0.05). HMGB1, TNF-α and IL-6 levels were positively correlated with CURB-65 scores and PSI scores(CURB-65 score: r=0.463, 0.392 and 0.497, P=0.015, 0.003 and 0.025; PSI score: r=0.596, 0.515 and 0.381, P=0.007, 0.011 and 0.009). HMGB1, TNF-α and IL-6 levels were influencing factors for the severity of viral pneumonia in elderly patients( OR=1.344, 1.422 and 1.351, P=0.006, 0.015 and 0.009). Conclusions:HMGB1, TNF-α and IL-6 levels are closely correlated with the severity of viral pneumonia and are helpful for early assessment of viral pneumonia.
6.Analysis of BEST1 gene mutation and clinical phenotype in two families with Best vitelliform macular dystrophy and autosomal recessive bestrophinopathy
Meng PAN ; Kunpeng XIE ; Liping DU ; Pengyi ZHOU ; Xuemin JIN
Chinese Journal of Ocular Fundus Diseases 2021;37(11):841-847
Objective:To report the BEST1 gene mutations and clinical phenotypes in two pedigrees with Best vitelliform macular dystrophy (BVMD) and autosomal recessive bestrophinopathy (ARB). Methods:A retrospective clinical study. From November 2019 to March 2021, in the Department of Ophthalmology of The First Affiliated Hospital of Zhengzhou University, the BVMD family (4 patients and 6 family members) and the ARB family (2 patients, 2 family members), a total of 6 patients and 8 normal family members were included in the study. Detailed medical history was obtained; best corrected visual acuity, fundus color photography, electrophysiology, optical coherence tomography and fundus autofluorescence examination were performed. The clinical characteristics for all patients in the two families were analyzed. Three milliliter peripheral venous blood of all participants in the family was collected, and the whole genomic DNA was extracted with gene sequencing using next-generation sequencing technology based on targeted capture. Compared with the database to identify the pathogenicity mutation sites, suspected pathogenic mutation sites were selected, then mutations in other members in the family was assayed by Sanger sequencing.Results:In family 1, the proband was demonstrated as typical BVMD, other patients were multifocal vitelliform macular dystrophy. The DNA sequencing result showed that all the 4 patients carried heterozygous missense mutations in exon 3 of BEST1 gene: c.240C>G (p.F80L) (M1) and 2 members carried this mutation, but without clinical phenotype. M1 was a likely-pathogenic mutation reported for the first time. In family 2, the proband and the other patient were diagnosed as ARB. The DNA result showed that the 2 patients carried heterozygous missense mutations in exon 5 and exon 2 of BEST1 gene: c.584C>T (p.A195V) (M2)、c.139C>A (p.R47S) (M3), and a heterozygous frameshift mutation in exon 3 of BEST1 gene: c.235dupT (p.S79Ffs*153) (M4). M2 was a pathogenic mutation reported previously. M3 variant was of undetermined significance. M4 was a first reported pathogenic mutation. Conclusions:The BEST1 gene mutation is the main cause of BVMD and ARB. Different mutation sites have different clinical phenotypes. BVMD and ARB have genetic and clinical heterogeneity.
7.Progress in improving the properties of dissolving pulp by enzymes.
Xutao ZHANG ; Lefan MA ; Kunpeng ZHOU ; Hongbing LI ; Faxing QIN ; Wufei XIE ; Yingsheng XU
Chinese Journal of Biotechnology 2020;36(11):2260-2276
Dissolving pulp consists of high purity cellulose and is widely used to as raw materials for the production of regenerated cellulose fiber, cellulose ester and cellulose ether. The characteristic of dissolving pulp affects greatly the production and processing performance of subsequent products. The α-cellulose content, hemicellulose content, pulp viscosity, ash, transition metal ion content, fiber morphology, molecular weight distribution of cellulose and the reactivity are the important properties. Because of its green, mild and high efficiency, the application of enzymes in improving the properties of dissolving pulp has a promising application prospect and has been researched significantly. In this review, the main properties of dissolving pulp are presented first, followed by a recommendation of the enzymes to improve these properties. The application and current research of cellulase and xylanase in improving the properties of dissolving pulp are emphasized. The main problems and the future research areas in improving the properties of dissolving pulp by enzymes are revealed. Finally, the technology prospects in this field are proposed.
Cellulase
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Molecular Weight
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Viscosity
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Wood
8.Analysis of USH2A gene mutation and clinical phenotype in families with Usher syndrome type 2 and retinitis pigmentosa
Xiaomeng SHI ; Ya LI ; Kunpeng XIE ; Ya YOU ; Bo LEI
Chinese Journal of Ocular Fundus Diseases 2020;36(3):178-183
Objective:To observe the gene mutations and clinical phenotypes in patients with Usher syndrome type 2 (USH2) and retinitis pigmentosa (RP).Methods:From August 2018 to January 2019, 4 patients and 11 normal family members from 3 families of USH2 and RP who visited Henan Eye Hospital were enrolled in the study. Detailed medical history was obtained and visual acuity, fundus color photography, OCT, visual field, full field ERG examination were performed. Among the three families, pedigree 1 was diagnosed with USH2, pedigree 2 and pedigree 3 were diagnosed with RP. The peripheral venous blood of patients and their family members were collected, and the whole genomic DNA was extracted. Targeted capture next generation sequencing analysis was performed on these members, and Sanger sequencing and family cosegregation were verified.Results:In the family F1, the proband had symptoms of RP and sensorineural deafness. Sequencing revealed two heterozygous frameshift variants: c.13877-13880 del AGAC (p. Q4626P) in exon 64 and c.798 del T (p. F266L) in exon 5 of USH2A. Both patients of family 2 and 3 showed RP signs without deafness. Two heterozygous variants c.15178T> C (p. S5060 P) in exon 70 and c.6986C> A (p. P2329H) in exon 37, and a pathogenic heterozygous variant c.5836C> T (p. R1946X) in exon 29 of USH2A were identified in family F2. A heterozygous missense variant c.14951C> T (p. P4984L) in exon 68 and a variant c.11156G> A (p. R3719H) in exon 57 of USH2A were found in family F3. The results of conservation analysis showed that the corresponding amino acid sites of USH2A p.Q4626P, p.F266L, p.S5060P, p.P2329H and p.P4984L were highly conserved in many species. Among these 7 pathogenic variants detected, M1-M4 and M6 were novel.Conclusions:Mutation USH2A gene are the main cause of USH2 and non-syndromic RP. Different variants affect protein translation and synthesis, consequently causing different clinical phenotypes.
9.Expression of metastasis associated genes nm23, p53 and S100A4 in conjunctival melanoma and their relationship with invasion and metastasis
Kunpeng XIE ; Ping LIU ; Xin WANG
Chinese Journal of Experimental Ophthalmology 2018;36(10):756-760
Objective To study the significance of metastasis associated genes nm23,p53 and S100A4 in the development of conjunctival melanoma metastasis.Methods Conjunctival melanoma tissue specimens were collected from 42 cases of conjunctival melanoma patients in Henan Eye Hospital from July 2015 to November 2016,meanwhile 30 cases of conjunctival nevus tissue samples served as control group under the informed consent.The expressions of nm23,p53 and S100A4 were detected in conjunctival melanoma group and control group by Western blot and immunohistochemical method.The relationship between the clinical and pathological features of nm23,p53 and S100A4 with conjunctival melanoma patients with lymph nodes metastasis were analyzed.Results Western blot assay showed that the expression level of nm23 in conjunctival melanoma group was lower than that in the control group,with a significant difference between them (P<0.05);the expression level of p53 and S100A4 in conjunctival melanoma group was significantly higher than those in the control group (both at P<0.05).Immunohistochemistry showed that nm23 and S100A4 appeared claybank in cytoplasm,while p53 appeared red in cell nucleus.The positive rate of nm23 protein expression in conjunctival melanoma group was significantly lower than that in the control group (14.3% vs.53.3%,P<0.05).The positive rate of p53 expression in conjunctival melanoma group was significantly higher than that in the control group (54.8% vs.6.7%,P<0.05).The positive rate of S100A4 expression in the conjunctival melanoma group was significantly higher than that in the control group (59.5% vs.6.7%,P<0.05).There were no difference in nm23,p53 and S100A4 protein expression positive rate between various gender groups,various age groups and various ulcer groups (all at P>0.05).There were siginificant differences in nm23,p53 and S100A4 protein expression positive rate between various sclera invasion groups and various distant metastasis groups (all at P<0.05).Conclusions Expression of nm23,p53 and S100A4 may play an important role in the invasion and metastasis of conjunctival melanoma,which may be the main reference index for the diagnosis and treatment.
10.The antimicrobial and antioxidant activity of the powder of Ganoderma lucidum
Hongyan WANG ; Lu WANG ; Kunpeng XIE ; Mingjie XIE
Chinese Journal of Biochemical Pharmaceutics 2017;37(3):52-54
Objective To investigate the antimicrobial and antioxidant activity of the water extract and ethanol extract of the powder of G.lucidum.Analysis and comparison of two kinds of antibacterial and antioxidative effects of the extracts.Methods G.lucidum powder was prepared by using a pulverizer and extracted with water and ethanol respectively.The inhibitory effects of water extract and alcohol extract of G.lucidum on the tested strains were determined by TTC method.The antioxidant activities of aqueous extract and ethanol extract of G.lucidum were determined by DPPH and FRAP.Results The minimum inhibitory concentration ( MIC) of the aqueous extracts and ethanol extracts of G.lucidum were 32 mg/mL and 16 mg/mL, respectively.The MIC for S.Aureus respectively was 64 mg/mL and 32 mg/mL, the MIC for M.luteus respectively was 32 mg/mL and 8 mg/mL, MIC for B.terom respectively was 64 mg/mL and 8 mg/mL, The MIC of B.subtilis respectively was 32 mg/mL and 8 mg/mL.The antioxidant activity of G.lucidum powder extract and ethanol extract showed good antioxidant activity, the scavenging radical capacities on DPPH of the water extract and ethanol extract were 56.22%and 20.67% at a concentration of 2 mg/mL ( P<0.5 ) , the FRAP value respectively were 3.52 and 3.77 mmol/mL. Conclusion The powder of G.lucidum has the effective antimicrobial activity and antioxidant activity.The two kinds of extracts extract of G.lucidum had good antibacterial activity and antioxidant activity.The ethanol extract of G.lucidum powder antimicrobial effect and total antioxidative ability in water extracts, aqueous extract of Ganoderma lucidum granules on DPPH free radical scavenging rate better than that of ethanol extract.

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