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@#Lung adenocarcinoma is a prevalent histological subtype of non-small cell lung cancer with different morphologic and molecular features that are critical for prognosis and treatment planning. In recent years, with the development of artificial intelligence technology, its application in the study of pathological subtypes and gene expression of lung adenocarcinoma has gained widespread attention. This paper reviews the research progress of machine learning and deep learning in pathological subtypes classification and gene expression analysis of lung adenocarcinoma, and some problems and challenges at the present stage are summarized and the future directions of artificial intelligence in lung adenocarcinoma research are foreseen.
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Objective:To investigate the potential of the antineutrophil cytoplasmic antibody (ANCA) renal risk score (ARRS) in predicting the prognosis of children with ANCA-associated glomerulonephritis (AAGN).Methods:Laboratory testing, renal pathology results, treatment and prognosis of 61 children with AAGN diagnosed by renal biopsy from June 2007 to May 2022 in General Hospital of Eastern Theater Command were retrospectively analyzed.The Kaplan-Meier method was used to evaluate the overall and renal survival of children with AAGN, and risk factors of progression to end stage renal disease (ESRD) were analyzed by Cox regression analysis. Results:Among the 61 children with AAGN, there were 14 males and 47 females with the age of (15.65±3.74) years.According to ARRS, AAGN children were assigned into low-risk group (27 cases), medium-risk group (21 cases) and high-risk group (13 cases). During a median follow-up duration of 46.36 (14.58, 95.62) months, the number of ESRD cases in the high-risk group (9 cases) was significantly higher than that of low-risk group (2 cases) and medium-risk group (3 cases) ( χ2=13.079, P<0.001). Kaplan-Meier survival analysis showed that AAGN children in the high-risk group had the worst renal prognosis ( χ2=5.796, P=0.016), while no significant difference was detected in the overall survival among the 3 groups ( χ2=2.883, P=0.237). Multivariate Cox regression showed that estimate glomerular filtration rate(eGFR)≤15 mL/(min·1.73 m 2) ( HR=9.574, 95% CI: 4.205-25.187, P=0.015) and ARRS ( HR=2.115, 95% CI: 1.206-4.174, P=0.012) were independent risk factors for children with AAGN progress to ESRD.Receiver operating characteristic (ROC) curve analysis results showed that the area under the curve of ARRS for predicting the risk of progressing to ESRD in AAGN children was 0.880 (95% CI: 0.759-1.000), and the optimal cutoff value of ARRS was 5.50, with the sensitivity and specificity of 85.71% and 82.98%, respectively. Conclusions:ARRS was an independent risk factor for children with AAGN progress to ESRD, which had a predictive value for the progression of AAGN to ESRD.
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Objective:To investigate the effect of insular involvement on the outcomes of patients with acute anterior circulation ischemic stroke.Methods:Patients with acute anterior circulation ischemic stroke admitted to the Department of Neurology, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University from January 2015 to December 2020 were retrospectively included. Demographic data, vascular risk factors, clinical and laboratory data, as well as treatment and outcomes were collected. Firstly, the correlation between the insular involvement and the outcomes was investigated, and then the bootstrap method was used to clarify the mediating role of infarct volume between the insular involvement and the poor outcomes.Results:A total of 450 patients with acute anterior circulation ischemic stroke were enrolled, among whom 79 cases (17.6%) had insular involvement and 41 (9.1%) had left insular involvement. There were 111 (24.7%) with poor outcomes, including 5 (1.1%) died. Compared to the non-insular involvement group, the insular involvement group had a higher proportion of patients with atrial fibrillation, shorter onset to door time, higher neutrophil-to-lymphocyte ratio (NLR), higher National Institutes of Health Stroke Scale (NIHSS) score at admission, larger infarct volume, and higher proportion of patients with poor outcomes (all P<0.05). In addition, patients with left insular involvement were younger than those with right insular involvement, had a higher baseline NIHSS score, a lower proportion of patients with minor stroke (NIHSS score ≤8), and had a longer onset to door time (all P<0.05). Compared to the good outcome group, the poor outcome group was older, with a higher proportion of female patients, higher systolic blood pressure, blood glucose, NLR, and NIHSS scores at admission, larger infarct volume, and a higher proportion of patients with insular involvement (all P<0.05). Mediation analysis suggested that the mediating effect of infarct volume between the insular involvement and the poor outcomes was significant (95% confidence interval 0.033-0.230; P=0.008). Conclusions:insular involvement in patients with acute anterior circulation ischemic stroke is associated with the poor outcomes, and this association may be mediated by infarct volume. Patients with left insular involvement may have more severe symptoms than those with right insular involvement, but there is no significant difference in the outcomes.
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Objective:To comprehensively evaluate the ability of common resting state functional magnetic resonance imaging (rs-fMRI) indices to detect abnormal brain activity in childhood absence epilepsy (CAE).Methods:Simultaneous electroencephalography-functional magnetic resonance imaging (fMRI) data of 20 patients with CAE who were treated in the Jinling Hospital, Nanjing University School of Medicine from February 2010 to September 2021 were retrospectively collected. After excluding 2 patients with CAE with greater head movement, 44 fMRI data containing discharges from 18 patients were obtained finally. The generalized spike and slow-wave discharges (GSWD) related fMRI activation mappings were obtained by using the generalized linear model. At the same time, 94 age- and sex-matched healthy controls underwent rs-fMRI scanning. Meanwhile, 12 indices of rs-fMRI were calculated respectively [amplitude of low frequency fluctuation (ALFF), fractional amplitude of low frequency fluctuation (fALFF), regional homogeneity (ReHo), functional connectivity density (FCD), long FCD, local FCD, granger causality density (GCD)-in, GCD-out, GCD-int, resting state functional magnetic resonance imaging lag analysis (RSLA), Hurst index and brain entropy]. Two-sample t-tests were employed to detect significant differences in 12 indices of rs-fMRI. The Dice coefficient was used to evaluate the overlap between different brain maps of 12 indices of rs-fMRI and the GSWD-related blood oxygenation level dependent (BOLD) activation. Results:Positive activation of GSWD-related BOLD in CAE was mainly in the bilateral thalamus, and negative activation was mainly in default mode network (DMN) related brain regions. There was a significant overlap between the abnormal brain regions detected by various resting-state indicators: compared with normal controls, ALFF, fALFF, ReHo, GCD-in, GCD-out and local FCD were elevated in the bilateral thalamus, while FCD, long FCD, GCD-int and RSLA were decreased in CAE; ALFF, fALFF, ReHo, local FCD, GCD-out, RSLA and brain entropy were decreased in the DMN, while FCD, long FCD, GCD-in and GCD-int were increased in CAE. The Dice coefficient of long FCD was the highest (0.365),FCD was 0.362, while the Hurst index showed the lowest (0.142).Conclusions:Rs-fMRI indices variously revealed abnormal brain activity in CAE, in which the FCD is better for detection of epileptic activity. Rs-fMRI could be helpful to understand the pathophysiological mechanism of CAE, and to find reliable imaging markers.
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Objective:To compare the efficacy of ultrasound combined with endoscopy and ultrasound combined with X-ray guided percutaneous nephrolithotomy(PCNL) in the treatment of complex renal calculi.Methods:The clinical data of 119 patients with complex kidney stones treated by ultrasound combined with endoscopy or ultrasound combined with X-ray guided PCNL in the Second Affiliated Hospital of Anhui Medical University from March 2019 to February 2022 were analyzed retrospectively. According to different guidance methods, they were divided into ultrasound combined with endoscopic guidance group and ultrasound combined with X-ray guidance group.There was no significant difference in age [(53.9±14.2) years vs. (55.6±13.5) years], gender (male/female: 38/21 vs. 30/30), body mass index [(25.0±3.7) kg/m 2 vs. (24.8±3.8)kg/m 2], stone location (left/right: 34/25 vs. 31/29), maximum diameter of renal stones [(31.9±8.3)mm vs. (33.9±13.5)mm], kidney stones maximum cross-sectional area [(601.5±242.5)mm 2 vs. (632.6±278.9)mm 2], number of renal calices involved (3.5±0.9 vs. 3.6±1.3), S. T.O.N.E. scores (9.4±1.0 vs. 9.7±1.4), Guy's grade(Ⅲ/Ⅳ: 45/14 vs. 41/19), preoperative hemoglobin [(125.2±21.5)g/L vs. (125.6±18.4)g/L], serum creatinine[(89.1±33.8) μmol/L vs. (81.9±27.1) μmol/L], urinary tract infection (43/59 vs. 47/60)and positive urinary bacterial culture (12/59 vs.11/60) between the two groups(all P>0.05). The patients in the ultrasound combined with endoscopic guidance group were placed in the modified prone split-leg position. Flexible ureteroscope retrograde into the renal pelvis, combined with ultrasound to determine the best puncture calices. The channels were established and stones were removed under the guidance of ultrasound and endoscopy. In the ultrasound combined with X-ray guidance group, the F5 ureteral catheter was placed retrogradely into the operative side ureter under the lithotomy position. Then the patient changed to prone position and the target calices were punctured under the guidance of ultrasound and X-ray. Through anterograde or retrograde injection of contrast medium, the puncture position was determined to enter in the center of the calicean dome, and the channel establishment process and stone removal are monitored. The operative results and postoperative data were recorded. Results:The average operation time in the ultrasound combined with endoscopic guidance group was significantly shorter than that in the ultrasound combined with X-ray guidance group [(90.2 ± 34.5) min vs. (129.4 ± 43.0) min, P < 0.001]. There was no significant difference in the success rates of initial channel establishment [94.0% (63/67) vs. 87.7% (107/122), P = 0.167], the time of single channel establishment [(7.7 ± 1.9) min vs. (7.7 ± 1.4) min, P =0.765], serum creatinine on the first day after operation[ (89.3±33.6) μmol/L vs. (82.9±27.0) μmol/L, P=0.257] and postoperative hospital stay[(5.3±1.6) d vs.(5.4±1.7) d, P=0.883]. In contrast, patients in ultrasound combined with X-ray guidance group had higher stone free rate [93.3% (56/60) vs. 81.4% (48/59), P=0.049] and lower reoperation rate [3.3% (2/60) vs. 15.3% (9/59), P=0.025]. The mean hemoglobin decrease value of ultrasound combined with endoscopic guidance group was significantly lower than ultrasound combined with X-ray guidance group on the first day after operation [(8.7±6.3) g/L vs. (16.8±6.9) g/L, P<0.001]. The complication rate of ultrasound combined with endoscopic guidance group was significantly lower than that of ultrasound combined with X-ray guidance group [5.1% (3/59) vs. 16.7% (10/60), P = 0.043]. Conclusions:Ultrasound combined with endoscopic guidance PCNL does not need to change body position during operation and has fewer puncture channels, thus saving operation time and reducing complications. It is more suitable for patients with isolated kidney or easy bleeding. Ultrasound combined with X-ray guidance is conducive to the establishment of multi-channel, the stone clearance rate is high and the reoperation rate is low, which is suitable for patients with good health and more renal calices involved with stones.
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Objective:To investigate the effect of Astragaloside Ⅳ on high glucose-induced cardiomyocyte pyroptosis.Methods:H9c2 cells were cultured in vitro and divided into control group(5.5 mmol/L glucose), high glucose group(33.3 mmol/L glucose), Astragaloside Ⅳ group(33.3 mmol/L glucose+ 100μmol/L Astragaloside Ⅳ), and NLRP3 inhibitor group(33.3 mmol/L glucose+ 1μmol/L MCC950). Cell counting kit 8(CCK-8)was used to detect the activity of H9c2 cells.Lactate dehydrogenase(LDH)kit was used to detect the content of LDH in cell supernatant.Superoxide anion fluorescent probe(DHE)was used to detect the level of intracellular reactive oxygen species(ROS). Real-time fluorescence quantitative polymerase chain reaction(RT-qPCR)and Western blot were used to detect the mRNA and protein expression levels of pyroptosis-related genes.Immunofluorescence was used to detect the fluorescence intensity of NLRP3.Enzyme-linked immunosorbent assay(ELISA)was used to detect the level of inflammatory factors in cell supernatant.Results:When the concentration of Astragaloside Ⅳ was 100 μmol/L, it could significantly inhibit the decrease of cardiomyocyte viability induced by high glucose( P<0.01)and reduce LDH release( P<0.01). Compared with the control group, the level of ROS was increased( P<0.01), the mRNA and protein expressions of pyroptosis-related molecules were up-regulated( P<0.01 for all), the fluorescence intensity of NLRP3 was increased( P<0.01), and the levels of inflammatory factors in the cell supernatant were increased in the high glucose group( P<0.01). Compared with the high glucose group, the ROS level was decreased( P<0.01), the mRNA and protein expressions of pyroptosis-related molecules were down-regulated( P<0.05 or P<0.01), the fluorescence intensity of NLRP3 was decreased( P<0.01), and the levels of inflammatory factors in cell supernatant were decreased( P<0.05 or P<0.01)in Astragaloside Ⅳ group and inhibitor group. Conclusions:Astragaloside Ⅳ plays a protective role in high glucose-induced cardiomyocyte injury by inhibiting NLRP3/Caspase-1 signaling pathway and inhibiting pyroptosis.Moreover, it can improve the anti-inflammatory and antioxidant properties in cell models.
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Objective:To construct a nomogram for predicting the occurrence of renal allograft rejection based on the combination of multimodal ultrasound features and clinical data.Methods:The ultrasound findings and clinical characteristics of 102 patients with transplanted kidneys who underwent renal biopsy in the General Hospital of Eastern Theater Command from January 2021 to March 2022 were analyzed retrospectively. Patients were divided into rejection group and nephropathy group according to Banff transplant kidney pathological diagnostic criteria (2017 edition). Multivariate Logistic regression was used to screen independent predictors related to the status of rejection, and nomograms were drawn based on the independent predictors. The internal validation of the nomogram was carried out by Bootstrap method, and the ROC curve and calibration curve were utilized to evaluate the diagnostic efficacy of the nomogram.Results:Blood urea nitrogen concentration, renal aortic resistance index, absolute time to peak and cortical echo were independent predictors of rejection( OR=1.073, 1.078, 0.843, 0.205; all P<0.05). Incorporating blood urea nitrogen concentration, renal aortic resistance index, absolute peak time and cortical echo, the nomogram was constructed. The AUC of the predictive model was 0.814(95% CI=0.722-0.905) and the cutoff value was 0.67(corresponding to a total score of about 157 points). Both internal verification (AUC=0.788) and calibration curve demonstrated the clinical usefulness of the nomogram. Conclusions:The nomogram for predicting the occurrence of rejection in renal allograft patients based on multimodal ultrasound features and clinical data can guide the individualized treatment of patients with renal dysfunction.
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Objective To investigate the value of spleen volume (SV) in predicting portal hypertensive gastropathy (PHG) and severe PHG in patients with liver cirrhosis. Methods A retrospective analysis was performed for the clinical data of 168 patients with liver cirrhosis who were admitted to Xiangyang No.1 People's Hospistal Affiliated to Hubei University of Medicine from January 2018 to August 2022, and with the results of gastroscopy as the gold standard, these patients were divided into non-PHG group with 115 patients and PHG group with 53 patients; the PHG group was further divided into mild PHG group with 26 patients and severe PHG group with 27 patients. All patients underwent electronic gastroscopy, abdominal magnetic resonance imaging, and serological examination to obtain related indices and parameters. The group t -test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test was used for comparison of categorical data between two groups. A multivariate Logistic regression analysis was used to screen out the independent risk factors for PHG and severe PHG, and the receiver operating characteristic (ROC) curve was used to compare the predictive value of related indices or parameters. The area under the Roccurve is compared using Delong test. Results The univariate analysis showed that there were significant differences between the PHG group and the non-PHG group in sex, presence or absence of ascites, hemoglobin (Hb), platelet count (PLT), aspartate aminotransferase, total bilirubin, albumin (Alb), prothrombin time, international normalized ratio, Child-Pugh class, FIB-4 score, King score, Lok score, spleen diameter (SD), SV, platelet count/spleen diameter ratio (PSDR), and platelet count/spleen volume ratio (PSVR) (all P < 0.05), and there were significant differences in Hb, PLT, Alb, SD, SV, PSDR, and PSVR between the mild PHG group and the severe PHG group (all P < 0.05). The multivariate Logistic regression analysis showed that FIB-4 score (odds ratio [ OR ]=1.280, 95% confidence interval [ CI ]: 1.009-1.625, P < 0.05) and SV ( OR =1.007, 95% CI : 1.001-1.013, P < 0.05) were independent risk factors for PHG, and SV ( OR =0.990, 95% CI : 0.980-1.000, P < 0.05) was an independent influencing factor for severe PHG. The ROC curve analysis showed that in predicting PHG, SV had a larger area under the ROC curve (AUC) than FIB-4 score (0.884 vs 0.825, P < 0.05), with a sensitivity of 0.774 and a specificity of 0.870 at the optimal cut-off value of 406.82; in predicting the onset of severe PHG, SV had an AUC of 0.782, with a sensitivity of 0.593 and a specificity of 0.962 at the optimal cut-off value of 714.63. Conclusion SV has a good value in predicting the onset of PHG and severe PHG.
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Objective:To analyze the risk factors for patellar clunk syndrome after total knee arthroplasty (TKA) without patellar surface replacement.Methods:Retrospectively analyzed were a total of 222 patients who had undergone TKA without patellar surface replacement at Department of Joint Surgery, The Second Hospital of Shanxi Medical University from June 2020 to June 2021. There were 43 males and 179 females, and 38 cases of rheumatoid arthritis and 184 cases of arthritis. They were divided into a patellar clunk syndrome group ( n = 56) and a non-patellar clunk syndrome group ( n = 166) according to the occurrence of patellar clunk after TKA. The incidence of early patellar clunk syndrome after TKA was 25.2% (56/222). The patient gender, arthritis type, prosthesis type, postoperative range of knee motion, postoperative patellar thickness, Insall-Salvati index, postoperative joint line height, lower extremity muscle strength, and the distance from the tibial plateau to the patellar tendon were recorded. The risk factors for patellar clunk syndrome were determined by univariate analysis and logistic analysis. Results:The univariate analysis showed significant differences between the 2 groups in prosthesis type, postoperative joint line height, postoperative lower extremity muscle strength, and the distance from the tibial plateau to the patellar tendon ( P < 0.05). The logistic analysis showed that the posterior cruciate substituting (PS) prosthesis was an independent risk factor compared with the cruciate-retaining (CR) prosthesis ( OR = 2.791, 95% CI: 1.411 to 5.521, P = 0.003), and the increased lower extremity muscle strength was an independent protective factor ( OR = 0.295, 95% CI: 0.148 to 0.587, P = 0.001). Conclusions:The incidence of patellar clunk syndrome is relatively high. The PS prosthesis may be an independent risk factor relative to the CR prosthesis. As the increased lower extremity muscle strength may be an independent protective factor, the recovery and strengthening of the muscle strength after TKA require more attention.
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Diffuse leptomeningeal glioneuronal tumor (DLGNT) is a rare, low-grade neoplasm, which is newly categorized into the neuronal and mixed neuro-glial tumor in 2016. The most characteristic imaging findings are diffuse leptomeningeal thickening and enhancement with multiple minor cysts. This article described a case with DLGNT mimicking meningitis, whose cystic lesions were not obvious, with swollen multiple lobes cortex, gyri form cortical calcification and enhanced meninges. Meningeal irritation sign repeated attacks and the clinical symptoms gradually improved after steroid pulse therapy. The biopsy and immunohistochemistry staining were diagnosed as DLGNT. The imaging features and clinical data of this case were analyzed to improve the understanding of the disease in clinical practice.
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Objective:To explore the changes of brain activity in drug-resistant or drug-controlled medial temporal lobe epilepsy patients by the method of functional connectivity density (FCD), and to analyze their correlation with the course of the disease.Methods:According to the definition of drug-resistant epilepsy by the International League Against Epilepsy in 2010, 146 patients with medial temporal lobe epilepsy who were clearly diagnosed as unilateral hippocampal sclerosis in Jinling Hospital, Nanjing University School of Medicine from July 2009 to February 2019 were divided into drug control group ( n=73) and drug-resistant group ( n=73). The 3.0 T resting state functional magnetic resonance scan was performed on all subjects to compare the difference in FCD between the two groups, and calculate the correlation between the FCD value of the brain area and the course of the disease between the two groups of patients. Results:There was significant difference between the two groups in FCD. Compared with the drug control group, the drug-resistant group had significantly lower FCD values in the insula, lenticular nucleus, thalamus, hippocampus and precentral gyrus on the side of the epileptogenic focus. The FCD value of the precuneus on the side of the epileptogenic focus in the drug-resistant group was negatively correlated with the duration ( r=-0.30, P=0.01). Conclusions:The FCD of patients with drug-resistant medial temporal lobe epilepsy was lower than that of the drug control group. In addition, there may be progressive damage to the brain. The difference is helpful for exploring the pathophysiological mechanisms related to drug resistance in patients with medial temporal lobe epilepsy, and finding reliable neuroimaging markers related to drug resistance.
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Objective:To explore the safety, efficacy and preliminary clinical application of the single plantar approach or in combination with the dorsalis pedis approach in the treatment of Lisfranc injury with poor dorsalis pedis soft tissue, metatarsal avulsion fracture or complicated multi-column lesions.Methods:(1) Six fresh cadaveric specimens of adult foot were collected and dissected through the plantar approach in order to determine the skin incision of the plantar approach and the safe area for plate-screw internal fixation, including start-stop points and courses of plantar nerves, blood vessels, tendons and ligaments, followed by plate-screw fixation on the specimens. (2) After feasibility of the plantar approach was confirmed by our anatomical study, it was used to treat the 3 patients who were admitted to Department of Orthopedics, The Third Hospital Affiliated to Southern Medical University between September 2020 and November 2021 for Lisfranc injury with severe necrosis due to dorsalis pedis skin contusion or metatarsal base avulsion fracture. They were 2 males and one female, with an average age of 51 years (from 34 to 68 years). The preliminary clinical efficacy was evaluated in terms of visual analogue scale (VAS), midfoot score of American Orthopaedic Foot and Ankle Surgeons (AOFAS), Maryland score, Kofoed score, fracture healing at the last follow-up and postoperative complications.Results:(1) Regarding the anatomical exposure range, the metatarsal side of the first metatarsal wedge joint was exposed medially and the metatarsal side of the third metatarsal wedge joint was exposed laterally; the peroneus longus tendon, Lisfranc plantar ligament and interosseous ligament were explored. X-ray films after the simulated operation showed satisfactory plate positions. (2) As for the preliminary clinical application, all patients were followed up for 6 to 14 months (mean, 11 months). At the last follow-up, the VAS score ranged from 0 to 1 (mean, 0.5), AOFAS score from 85 to 92 (mean, 89), Maryland score from 93 to 96 (mean, 95), and Kofoed score from 92 to 95 (mean, 94). There were no early complications such as fascial compartment syndrome, skin necrosis or infection. All fractures got united, with no complications like traumatic arthritis, muscle atrophy or screw loosening.Conclusion:Testified by the anatomical study, the plantar approach can be used to treat Lisfranc injury with poor dorsalis pedis soft tissue, metatarsal avulsion fracture or complicated multi-column lesions, leading to safe, effective and satisfactory clinical outcomes.
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Objective:To analyze the clinical and pathological characteristics in children diagnosed with primary focal segmental glomerulosclerosis (FSGS) after repeated renal biopsy.Methods:The clinicopathological data of children who ever experienced renal biopsy in Jinling Hospital from January 1, 2000 to December 31, 2020 were retrospectively reviewed. Clinical manifestations, pathological characteristics and treatment responses were analyzed.Results:Of the 34 enrolled patients, there were 22 males and 12 females. The median age of the first renal biopsy was 14 years old (1-18 years old), and the median interval between repeat renal biopsy and first renal biopsy was 6 months (1-151 months). Thirty-one showed nephrotic syndrome, of which 22 had microscopic hematuria, and 4 had elevated serum creatinine. Among the other 3 patients, 2 had hematuria and proteinuria, and 1 had proteinuria. In the first renal biopsy, 16 cases were diagnosed as minimal change disease, 14 cases were diagnosed as mesangial proliferative glomerulonephritis, 2 cases were diagnosed as IgA nephropathy, and 2 cases were diagnosed as IgM nephropathy. All 34 children showed poor responses to hormone and immunosuppressive therapies. The pathological features of the first renal biopsy in some patients were adhesion (2/34), decreased loop podocyte attachment (2/34), peripheral loop extension to the urinary pole (2/34), renal tubular reflux (4/34), capillary thrombosis (2/34) and IgM deposition (12/34).Conclusions:The initial diagnosis of FSGS is difficult, and the lesions are atypical and easily misdiagnosed. The patients have poor responses to hormone and immunosuppressive therapies. For patients with the pathological changes of adhesion, decreased loop podocyte attachment, peripheral loop extension to the urinary pole, renal tubular reflux, capillary thrombosis and IgM deposition, follow-up is required, and if necessary, repeat renal biopsy needs be performed to determine whether it is FSGS.
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Ligamentum flavum cysts in the spinal canal are rare space-occupying lesions.They usually occur in the middle-aged and people over 50 years old, without obvious sex or regional differences, and mostly involve the cervical, thoracic and lumbar vertebrae, especially the lumbar vertebrae(L4/5 and L5/S1). There are no characteristic manifestations for ligamentum flavum cysts.They can cause neurological symptoms due to compression of nerve roots or the dural sac.For example, patients with lumbar ligamentum flavum cysts may complain of symptoms of lumbar disc herniation-related sciatica, which can easily lead to misdiagnosis.Surgical excision of the cyst is the most effective method.Recently, one patient with this disease was admitted to our department.After surgical fenestration, the ligamentum flavum cyst in the lumbar canal was resected and its diagnosis was eventually confirmed histologically.After 17 months of follow-up, the patient recovered well.
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Objective:To analyze the value of the Padua prediction score and the bleeding risk score in the risk assessment of venous thromboembolism(VTE)and hemorrhage in elderly patients with choledocholithiasis during endoscopic retrograde cholangiopancreatography(ERCP).Methods:Clinical data of 171 elderly patients with choledocholithiasis treated with ERCP at the Affiliated Hospital of Xinjiang Medical University from September 2017 to September 2019 were retrospectively analyzed.The Padua prediction score and bleeding risk score were used to evaluate the occurrence of VTE and hemorrhage risk stratification.Results:Of all patients treated with the procedure, 18 of them had complications after surgery, including postoperative pancreatitis(9 cases), biliary infections(4 cases), hemorrhage(3 cases)and VTE events(2 cases). In addition, complications occurred in elderly patients in different age groups, with no significant difference in incidence(all P>0.05). Evaluation models showed that 32.7%(56/171)were at high risk for VTE, and 15.2%(26/171)were at high risk for hemorrhage.Furthermore, 2 VTE events occurred in the high-risk group and, of 3 hemorrhage events, 2 were occurred in the low-risk group and 1 in the high-risk group.There was no significant difference in the incidence of complications between the high-risk group and the low-risk group( χ2=0.000, 2.867, P=1.000, 0.090). Logistic regression analysis results showed that scores of the two assessment models were not influencing factors for VTE/hemorrhage(Padua prediction score: OR=8.383, 95% CI: 0.926-75.869, P=0.059; bleeding risk score: OR=2.860, 95% CI: 0.250-32.740, P=0.398). Conclusions:For elderly choledocholithiasis patients treated with ERCP, the Padua prediction score and the bleeding risk score have limited ability for risk assessment.More attention needs to be paid to the two VTE risk factors, i.e., malignant tumors and previous VTE history, in addition to previous bleeding risk for antithrombotic therapy.
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Erythropoietin-producing hepatocellular A2 receptor (EphA2) is the most common subtype in the largest subfamily of the receptor tyrosine kinase superfamily, and is considered as a key factor in the regulation of malignant tumor progression. EphA2 is highly expressed in glioma, which plays an important role in the development and progression of glioma. This article reviews the structure, function, expression of EphA2 in glioma, and its role in glioma cell migration, maintenance of glioma stem cells, angiogenesis and targeted therapy.
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Objective:To construct a multi-label learning MRI model for assisting diagnosis of sports injury in knee.Methods:A total of 1 391 knee MRI cases from 1 343 young adults with sports injury in Affiliated Jinling Hospital Nanjing University School of Medicine were retrospectively enrolled. The image cases were randomly divided into training set ( n=973), validation set ( n=139) and test set ( n=279) with ratio of 7∶1∶2. The knee injuries were divided into six categories: meniscus injury, tendon injury, ligament injury, osteochondral injury, synovial bursa disorder and soft tissue injury. Using PyTorch V1.1.0 algorithm package, the Yolo model of deep learning was used to construct the MRI knee joint sports injury detection model. The model was validated on the test set, and the sensitivity, specificity and mean average precision of lesion detection were evaluated. Results:Among the 279 patients in test set, the mean average precision of meniscus injury, tendon injury, ligament injury, osteochondral injury, synovial bursa disorder and soft tissue injury were 83.1%, 89.0%, 88.0%, 85.8%, 85.5% and 83.2%, respectively, and the overall mean average precision was 85.8%. The model was most effective in detecting tendon injury. The sensitivity and specificity of the model for tendon injury were 91.2% and 87.1% respectively.Conclusions:The multi-label MRI knee joint exercise-related injury detection model based on deep learning can effectively assist in detecting the exercise-related injury of knee joint in each tissue structure, and is expected to improve the efficiency of diagnosis and treatment in orthopedics.
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Objective:To discuss the feasibility and clinical efficacy of laparoscopic ureteroplasty with buccal mucosa graft for ureteral stricture.Methods:The clinical data of 10 patients with ureteral stricture admitted to the Second Affiliated Hospital of Anhui Medical University from July 2018 to November 2019 were retrospectively analyzed, including 7 males, 3 females, 5 cases on each side, with an average age of (47.9±7.8)years. All patients had a history of operation related to ureteral calculi. The median value of preoperative serum creatinine was 71(68~610)μmol/L. The status of hydronephrosis and ureteral stricture was evaluated by ultrasonography, CTU and ureteral retrograde angiography.The separation of the renal pelvis on the affected side was (3.1±0.7)cm.There were 7 cases of upper segment stenosis, 2 cases of middle segment stenosis, and 1 case of multiple stenosis. The length of ureteral stenosis was (3.2±0.7)cm. Laparoscopic buccal mucosa ureteroplasty was performed in all 10 cases under general anesthesia. After the stricture ureter segment was separated during the operation, the ureteral stenosis segment was longitudinally cut. According to the stenosis, the buccal mucosa with a length of 3.0-4.5 cm and a width of 1.0-1.5 cm was cut. Buccal mucosa grafts were harvested and placed in the ureter as an anterior onlay with omental wrapping.Results:Ureteral repair was performed laparoscopically in all cases, with no conversion to open and no serious complications. The operative time was (199.2±27.4)min, the blood loss was (101.5±54.7)ml, the median postoperative indwelling time of the drainage tube was 4.5(3.0-7.0)d, and the postoperative hospital stay was (7.9±1.9)days. The patients had clear pronunciation and barrier-free eating one week after the operation.The double J tube was removed one to two months after surgery. The patients were followed up for (11.3±4.2)months after the operation. Follow-up patients underwent imaging and other examinations, which showed significant improvement in hydronephrosis on the affected side, and the median value of renal pelvis separation on the affected side was 1.8(0-2.2)cm. The median value of serum creatinine was 82(66~235)μmol/L. The serum creatinine in 2 patients with renal insufficiency decreased significantly after operation.Conclusions:Laparoscopic buccal mucosa graft ureteroplasty could be a safe and feasible option for the treatment of ureteral stricture with less trauma and rapid recovery. The results of the initial experience are encouraging.
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Entropy model is widely used in epileptic electroencephalogram (EEG) analysis, but there are few reports on how to objectively select the parameters to compute the entropy model in the analysis of resting-state functional magnetic resonance imaging (rfMRI). Therefore, an optimization algorithm to confirm the parameters in multi-scale entropy (MSE) model was proposed, and the location of epileptogenic hemisphere was taken as an example to test the optimization effect by supervised machine learning. The rfMRI data of 20 temporal lobe epilepsy (TLE) patients with hippocampal sclerosis, positive on structural magnetic resonance imaging, were divided into left and right groups. Then, the parameters in MSE model were optimized by the receiver operating characteristic curves (ROC) and area under ROC curve (AUC) values in sensitivity analysis, and the entropy value of the brain regions with statistically significant difference between the groups were taken as sensitive features to epileptogenic hemisphere lateral. The optimized entropy values of these bio-marker brain areas were considered as feature vectors input into the support vector machine (SVM). Finally, combining optimized MSE model with SVM could accurately distinguish epileptogenic hemisphere in TLE at an average accuracy rate of 95%, which was higher than the current level. The results show that the MSE model parameter optimization algorithm can accurately extract the functional imaging markers sensitive to the epileptogenic hemisphere, and achieve the purpose of objectively selecting the parameters for MSE in rfMRI, which provides the basis for the application of entropy in advanced technology detection.
Subject(s)
Humans , Brain/diagnostic imaging , Brain Mapping , Entropy , Epilepsy, Temporal Lobe/diagnostic imaging , Magnetic Resonance ImagingABSTRACT
Glioma is the most common malignant brain tumor and classification of low grade glioma (LGG) and high grade glioma (HGG) is an important reference of making decisions on patient treatment options and prognosis. This work is largely done manually by pathologist based on an examination of whole slide image (WSI), which is arduous and heavily dependent on doctors' experience. In the World Health Organization (WHO) criteria, grade of glioma is closely related to hypercellularity, nuclear atypia and necrosis. Inspired by this, this paper designed and extracted cell density and atypia features to classify LGG and HGG. First, regions of interest (ROI) were located by analyzing cell density and global density features were extracted as well. Second, local density and atypia features were extracted in ROI. Third, balanced support vector machine (SVM) classifier was trained and tested using 10 selected features. The area under the curve (AUC) and accuracy (ACC) of 5-fold cross validation were 0.92 ± 0.01 and 0.82 ± 0.01 respectively. The results demonstrate that the proposed method of locating ROI is effective and the designed features of density and atypia can be used to predict glioma grade accurately, which can provide reliable basis for clinical diagnosis.