1.Multilayer spiral CT volumetric representation and surface reconstruction diagnosis frame and the clinical value of rib cartilage minor fractures
Clinical Medicine of China 2016;32(1):69-72
Objective To explore the multislice CT (MSCT) volumetric representation (VR), curved surface reconstruction (CPR) in diagnosis of ribs and rib cartilage of the clinical value of minor fractures.Methods The X-ray films,axial CT,VR,CPR image performance of 112 cases of clinical suspected ribs and costal cartilage minor fractures were retrospective analyzed.The sensitivity, specificity, positive rate and accuracy,negative rate,missed diagnosis and misdiagnosis rate and the diagnostic value in the diagnosis of rib and rib cartilage minor fractures of four examination method were compared and analyzed.Results VR, CPR examination can clearly display the ribs and rib cartilage minor fractures, the diagnostic sensitivity (94.25%, 98.85%), specificity (88.00%, 96.00%), positive rate (96.47%, 98.85 %) and accuracy (92.85%, 98.21%) of VR and CPR were higher than X-ray and axial CT examination(82.14% and 88.51% ,80.00% and 84.00%, 94.50% and 96.25%,82.14% and 87.50%).And the diagnostic value of CPR inspection(the area under the curve) was 0.974, obviously higher than that of X ray film, axial CT, VR, and the difference was statistically significant (0.814,0.863,0.911;P<0.05).Conclusion MSCT of VR and CPR examination in the diagnosis of rib in minor fractures and rib cartilage has very important clinical value.
2.Diagnosis and treatment of congenital mesenteric hiatal hernia in adults
Jianglin LI ; Wenfei DUAN ; Mingliang SHI ; Haijian YANG ; Xiaolei WANG ; Pengyuan ZHAN
Chinese Journal of Digestive Surgery 2017;16(9):945-948
Objective To investigate the diagnosis and treatment of congenital mesenteric hiatal hernia in aduls.Methods The retrospective cross-sectional study was conducted.The clinical data of 11 adult patients with congenital mesenteric hiatal hernia who were admitted to the First Affiliated Hospital of Henan University from January 1999 to January 2016 were collected.All patients underwent abdominal X-ray and ultrasound examinations.Patients diagnosed as with intestinal obstruction or suspected intra-abdominal hernias underwent abdominal CT examination,and then were finally confirmed during surgery.Patients diagnosed as with mesenteric hiatal hernia received necrotic tissues resection and tissue repair (small intestine resection and anastomosis) if there was necrosis of hernia contents,and closing mesenteric hiatus.Patients without small intestine necrosis received closure of mesenteric hiatus after retraction of the hernia contents.Observation indicators:(1) clinical manifestations,(2) imaging findings,(3) treatment,(4) pathological examination,(5) follow-up situations.Follow-up using outpatient examination and telephone interview was performed to detect the postoperative complications up to March 2017.Results (1) Clinical manifestations:all 11 patients were acute onset,with incentives of satiation,postprandial exercise and diarrhea.The time from onset to admission was 2.0-30.0 hours,with an average time of 9.8 hours.The main symptoms included abdominal pain,nausea and vomiting,exhaust reduction and other intestinal obstruction performances.Eleven patients received physical examination,and 10 showed abdominal bulge,including 9 with intestinal type.Eleven patients had abdominal tenderness,and 9 combined with rebound tenderness.Abdominal percussion of 11 patients showed hyperresonant without shifting dullness,and active,muted and fading bowel sounds were detected in 1,3 and 7 patients,respectively.(2) Imaging examination:of 11 patients receiving abdominal X-ray examination,2 had intestinal loop and 4 had the intestinal obstruction performances such as typical gas-liquid plane.Abdominal ultrasound examination of 11 patients showed no specific findings due to abdominal intestinal gas,and 10 with peritoneal effusion.Of 11 patients,1 didn't receive abdominal CT scan due to preoperatively misdiagnose with acute appendicitis and 10 underwent abdominal CT scan.Nine patients were diagnosed with intestinal torsion by abdominal CT scan and then underwent enhanced CT scan,and 8 with small mesenteric vascular torsion and swirling sign were diagnosed with small intestine torsion and partial necrosis of small intestine.(3) Treatment:1 patient preoperatively misdiagnosed with acute appendicitis was converted to exploratory laparotomy,and 10 patients underwent exploratory laparotomy due to complete intestinal obstruction or progressive increase in symptoms.Intraoperative exploration showed that intestinal mesenteric hiatus and colon mesenteric hiatus were respectively in 8 and 3 patients,and hiatuses were round or oval,with a diameter of 2.0-8.0 cm and an average of 4.4 cm.Hernia contents were small intestine.The partial small intestine in 10 patients were resected and then mesenteric hiatus was closed due to necrosis of the small intestine,with removal length of 110-250 cm and an average of 176 cm,and length of remaining small intestine was 80-230 cm,with an average of 159 cm.The hernia into small intestine in 1 patient without complete necrosis was retracted to abdominal cavity after symptomatic treatment,and closing mesenteric hiatus.Eleven patients were cured and out of hospital after operation,without nosocomial complications.(4) Pathological examination:small intestine ischemic necrosis was detected in 10 patients after partial small intestine resection.(5) Follow-up situations:all patients were followed up for 12-24 months,without malnutrition,short bowel syndrome and other complications.Conclusions Without history of abdominal trauma or surgery,with incentives of the satiation,postprandial exercise and diarrhea,abnormal retroperitoneal small intestine shadow and small intestinal torsion diagnosed by CT scan and absent intestine sign by enhanced CT scan can be helpful to diagnose congenital mesenteric hiatal hernia in adults and small intestinal necrosis.Surgery is the only effective method in the treatment of congenital mesenteric hiatal hernia in adults.
3.Combined laparoscopy and choledochoscopy for the treatment of calculous non-severe acute cholangitis
Haijian YANG ; Mingliang SHI ; Wenfei DUAN ; Xiaolei WANG ; Pengyuan ZHAN ; Jianglin LI
International Journal of Surgery 2018;45(10):656-660
Objective To analyze and compare the postoperative complications and perioperative data of laparotomy surgery and combined laparoscopy and choledochoscopy surgery for non-severe acute cholangitis.Methods Retrospective analyzed the clinical data of 134 patients,with non-severe acute cholangitis at First Affiliated Hospital of He'nan University from June 2015 to May 2017.The patients were divided into combined group (76 cases) and traditional group (58 cases) according to operation mode,and the postoperative complications and perioperative data including amount of bleeding,postoperative exhaust time,operative time,incision length,length of stay and extubation time of T-tube were compared.The measurement data were expressed by (-x ± s),and the t test was used between the groups.Comparison of count data were analyzed using the chi-square test.Results The amount of bleeding,postoperative exhaust time,incision length and length of stay were respectively (48.90 ± 16.23) ml,(1.94 ± 0.45) d,(4.53 ±1.97) cm,(7.81 ±2.23) d in the combined group and were significantly less than those in the traditional group (98.53 ± 17.34) ml,(2.42 ± 0.56) d,(8.34 ± 2.05) cm,(12.27 ± 1.56) d,with statistically significant diffbrences between the two groups (t =7.173,8.242,12.847,8.242;P =0.000,0.000,0.004,0.021).The operative time of the combined group was (157.75 ± 17.34) min,and that of the traditional group was (138.43 ±23.84) min,but there was no significant difference between the two groups (t =13.661,P =0.069).The extubation time of T-tube in the combined group and the traditional group was (29.78 ± 1.54) d and (22.54 ± 0.96) d,respectively.The differences between the two groups were statistically significant (t =3.435,P =0.043).Postoperative complications occurred in 16 out of all 134 patients,and bile leakage,residual stones and incision infection were the top three complications.The incidence of postoperative complications in the combined group and the traditional group was 5.26% (4/76)and 20.69% (12/58),respectively.The differences between the two groups were statistically significant (x2 =7.445,P =0.006).Conclusion The incidence of complications of calculous non-severe acute cholangitis combined laparoscopy and choledochoscopy is lower than traditional surgical operations,and more conforms to the enhanced recovery after surgery,and the postoperative recovery is faster than that of the traditional group.
4.Experimental validation of machine learning identification of KDELR3 as a signature gene for osteoarthritis hypoxia
Wenfei XU ; Chunyu MING ; Qijie MEI ; Changshen YUAN ; Jinrong GUO ; Chao ZENG ; Kan DUAN
Chinese Journal of Tissue Engineering Research 2024;28(21):3431-3437
BACKGROUND:Hypoxia is strongly associated with the development and progression of osteoarthritic chondrocyte injury,but the specific targets and regulatory mechanisms are unclear. OBJECTIVE:A machine learning approach was used to identify KDEL(Lys-Asp-Glu-Leu)receptor 3(KDELR3)as a characteristic gene for osteoarthritis hypoxia and immune infiltration analysis,to provide new ideas and methods for the treatment of osteoarthritis. METHODS:The osteoarthritis-related datasets were downloaded from the GEO database and the GSEA website to obtain hypoxia-related genes.The osteoarthritis datasets were batch-corrected and immune infiltration analyzed using R language,and osteoarthritis hypoxia genes were extracted for differential analysis.Differentially expressed genes were analyzed for GO function and KEGG signaling pathway.Weighted correlation network analysis(WGCNA)and machine learning were also used to screen osteoarthritis hypoxia signature genes,and in vitro cellular experiments were performed to validate expression and correlate immune infiltration analysis using the datasets and qPCR. RESULTS AND CONCLUSION:(1)8492 osteoarthritis genes were obtained by batch correction and principal component analysis,mainly strongly associated with immune cells such as Macrophages M2 and Mast cells resting;200 hypoxia genes were also obtained,resulting in 41 osteoarthritis hypoxia differentially expressed genes.(2)GO analysis involved mainly biological processes such as response to nutrient levels and glucocorticoids;cellular components such as lysosomal lumen and Golgi lumen;and molecular functions such as 14-3-3 protein binding and DNA-binding transcriptional activator activity.(3)KEGG analysis of osteoarthritis hypoxia differentially expressed genes was associated with signaling pathways such as PI3K-Akt,FoxO,and microRNAs in cancer.(4)The characteristic gene KDELR3 was obtained after using WGCNA analysis and machine learning screening.(5)The gene expression of KDELR3 was found to be higher in the test group than in the control group in the synovium(P=0.014)but lower in the meniscus(P=0.024)after validation by gene microarray.(6)In vitro chondrocyte assay showed that the expression of KDELR3 was higher in cartilage than in the control group(P=0.005),while KDELR3 was closely associated with Macrophages M0(P=0.014)and T cells follicular helper(P=0.014).Using a machine learning approach,we confirmed that KDELR3 can be used as a hypoxic signature gene for osteoarthritis and may intervene in osteoarthritis pathogenesis by improving hypoxia,expecting to provide a new direction for better treatment of osteoarthritis.
5.Identification of ferroptosis signature genes in osteoarthritis based on WGCNA and machine learning and experimental validation
Wenfei XU ; Chunyu MING ; Kan DUAN ; Changshen YUAN ; Jinrong GUO ; Qi HU ; Chao ZENG ; Qijie MEI
Chinese Journal of Tissue Engineering Research 2024;28(30):4909-4914
BACKGROUND:Ferroptosis is strongly associated with the occurrence and progression of osteoarthritis,but the specific characteristic genes and regulatory mechanisms are not known. OBJECTIVE:To identify osteoarthritis ferroptosis signature genes and immune infiltration analysis using the WGCNA and various machine learning methods. METHODS:The osteoarthritis dataset was downloaded from the GEO database and ferroptosis-related genes were obtained from the FerrDb website.R language was used to batch correct the osteoarthritis dataset,extract osteoarthritis ferroptosis genes and perform differential analysis,analyze differentially expressed genes for GO function and KEGG signaling pathway.WGCNA analysis and machine learning(random forest,LASSO regression,and SVM-RFE analysis)were also used to screen osteoarthritis ferroptosis signature genes.The in vitro cell experiments were performed to divide chondrocytes into normal and osteoarthritis model groups.The dataset and qPCR were used to verify expression and correlate immune infiltration analysis. RESULTS AND CONCLUSION:(1)12 548 osteoarthritis genes were obtained by batch correction and PCA analysis,while 484 ferroptosis genes were obtained,resulting in 24 differentially expressed genes of osteoarthritis ferroptosis.(2)GO analysis mainly involved biological processes such as response to oxidative stress and response to organophosphorus,cellular components such as apical and apical plasma membranes,and molecular functions such as heme binding and tetrapyrrole binding.(3)KEGG analysis exhibited that differentially expressed genes of osteoarthritis ferroptosis were related to signaling pathways such as the interleukin 17 signaling pathway and tumor necrosis factor signaling pathway.(4)After using WGCNA analysis and machine learning screening,we obtained the characteristic gene KLF2.After validation by gene microarray,we found that the gene expression of KLF2 was higher in the test group than in the control group in the meniscus(P=0.000 14).(5)In vitro chondrocyte assay showed that type Ⅱ collagen and KLF2 expression was lower in the osteoarthritis group than in the control group in chondrocytes(P<0.05),while in osteoarthritis ferroptosis,mast cells activated was closely correlated with dendritic cells(r=0.99);KLF2 was closely correlated with natural killer cells(r=-1,P=0.017)and T cells follicular helper(r=-1,P=0.017).(6)The findings indicate that using WGCNA analysis and machine learning methods confirmed that KLF2 can be a characteristic gene for osteoarthritis ferroptosis and may improve osteoarthritis ferroptosis by interfering with KLF2.