1.Influencing factors of survival and prognosis of patients with bladder urothelial carcinoma after surgical treatment and recommendation of an artificial intelligence algorithm
Yue ZHANG ; Ce ZHANG ; Bo YANG ; Huiwen SHEN ; Deyuan MA ; Lijie WEN ; Wanlong TAN ; Yang YU
Journal of Modern Urology 2023;28(6):480-486
【Objective】 To explore the factors influencing the survival and prognosis of patients with bladder urothelial carcinoma (BUC) after surgical treatment, and to establish an artificial intelligence algorithm to predict the effects of different surgical regimens. 【Methods】 BUC patients treated with surgery during Jan.2007 and Jan.2019 in The Second Hospital of Dalian Medical University and Nanfang Hospital of Southern Medical University were enrolled. The complete clinical and follow-up data were collected. Deep neural network (DNN) was used to establish an artificial intelligence algorithm model. A prediction model of survival and prognosis was established, and the influencing factors of survival were explored and ranked by the artificial intelligence algorithm. 【Results】 A total of 832 patients were involved, including 438 (52.64%) treated in The Second Hospital of Dalian Medical University, and 394 (47.36%) treated in Nanfang Hospital of Southern Medical University. Of all cases, 579 (69.6%) were non-muscle invasive bladder cancer, and 253 (30.4%) were muscle invasive bladder cancer. Transurethral resection of bladder tumor was conducted in 539 (64.8%) cases, partial cystectomy in 66 (7.9%) cases, and total cystectomy in 227 (27.3%) cases. The data of patients treated in Second Hospital of Dalian Medical University were used for DNN modeling, and the data of patients treated in Nanfang Hospital of Southern Medical University were used for external verification after modeling. Finally, it was concluded that the factors affecting survival and prognosis were T stage, pathological grade, hypertension or cardiovascular and cerebrovascular disease, hemoglobin, blood calcium, smoking, albumin, lymphocytes, age, ratio of albumin/globulin, operation method, N stage, and creatinine clearance rate in descending order. The model could be used for preoperative prediction. 【Conclusion】 Through DNN modeling and external verification, the influencing factors of postoperative survival can be predicted for patients with bladder cancer, and the surgical effects can also be predicted before operation. The model can provide artificial intelligence algorithm support for the selection of surgical methods and postoperative follow-up plans.
2.Comparison of the application among intensity-modulated radiotherapy, 3D-conformal radiotherapy and conventional radiotherapy for locally advanced middle-low rectal cancer.
Ce ZHANG ; Jianhua DONG ; Tao SHEN ; Yunfeng LI ; Zhibin YANG ; Xianshuo CHENG ; Hui LUO ; Jiali YANG ; Zhiyu SHI ; Weiya WANG ; Xuan ZHANG
Chinese Journal of Gastrointestinal Surgery 2018;21(12):1414-1420
OBJECTIVE:
To compare the application among intensity-modulated radiotherapy (IMRT), three-dimensional conformal radiotherapy(3D-CRT) and conventional radiotherapy (CRT) for locally advanced middle-low rectal cancer.
METHODS:
From January 2015 to December 2016, 93 locally advanced middle-low rectal cancer patients with clinical stage cT3N+M0 or cT4N0/+M0 who underwent preoperative concurrent chemoradiotherapy at Department of Colorectal Surgery, the Third Affiliated Hospital of Kunming Medical University and had complete data were enrolled in this retrospective cohort study. Patients were divided into IMRT group (17 cases), 3D-CRT group (28 cases) and CRT group (48 cases) according to different radiotherapy methods. The frequency and dose of CRT were 1 time/day, 5 times/week, for a total of 5 weeks, with a single dose of 2.0 Gy, the total dose was 50 Gy. Frequency and dose of 3D-CRT and IMRT were 1 time/day, 5 times/week, for a total of 23 to 28 times, with a single dose of 1.8 to 2.0 Gy, and a total dose of 45.0 to 50.4 Gy. The chemotherapy regimen was performed with capecitabine tablets at a dose of 825 mg/m twice a day for 5 days every week, at the same time during radiotherapy. The efficacy, chemotherapy adverse reactions and immune function of the three groups were compared.
RESULTS:
There was no significant difference in the baseline data among the three groups (all P>0.05). The proportion of patients receiving permanent ostomy in the IMRT group and the 3D-CRT group was 29.4%(5/17) and 32.1%(9/28) respectively, which was lower than 58.3%(28/48) in CRT group, and the difference was statistically significant (χ²=7.982, P=0.030), while this proportion was not significantly different between IMRT and 3D-CRT group(χ²=0.037, P=0.848). The pathologic complete response(pCR) rate was 23.7%(22/93) in the whole study, and the pCR rate was 39.3%(11/28) in the 3D-CRT group, which was higher than that of CRT group and IMRT group [12.5%(6/48) and 29.4%(5/17)], and the difference was statistically significant (χ²=7.407, P=0.025), while there was no significant difference in pCR rate between CRT group and IMRT group (χ²=2.554, P=0.110). There was no adverse reaction of grade 3 or above in all three groups. No significant difference in the incidence of bone marrow suppression, abnormal liver and kidney function markers, digestive tract reaction or radiation dermatitis was found(all P>0.05). After receiving concurrent chemoradiotherapy, the proportion of CD3/CD4 cells in the IMRT group and the CRT group decreased compared with that before treatment(23.1±9.3 vs. 31.1±10.9, 27.4±10.7 vs. 33.6±7.2, respectively); the proportion of CD3/CD8 cells was up-regulated (36.1±15.2 vs. 24.8±10.9, 30.9±14.4 vs. 24.0±8.3,respectively), and the differences were statistically significant (both P<0.05), while the above indexes before and after treatment were not significantly different in the 3D-CRT group(all P>0.05). After treatment, the proportion of CD4/CD8 cells in IMRT group decreased (0.8±0.6 vs. 1.6±1.0, t=3.838, P=0.003), while this proportion was not significantly different in CRT group and 3D-CRT group(all P>0.05).
CONCLUSIONS
IMRT and 3D-CRT can reduce the rate of permanent stoma. 3D-CRT can increase pCR rate. No obvious advantage is shown in IMRT as compared with 3D-CRT in the short-term efficacy. On the contrary, an immunosuppressive status may occur. Therefore, 3D-CRT is recommended as the best preoperative treatment strategy for patients with locally advanced middle-low rectal cancer, especially for those with immunosuppression status.
Humans
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Radiotherapy
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methods
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standards
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Radiotherapy Dosage
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Radiotherapy Planning, Computer-Assisted
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Radiotherapy, Conformal
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standards
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Radiotherapy, Intensity-Modulated
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standards
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Rectal Neoplasms
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radiotherapy
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Retrospective Studies
3.Role of optical coherence tomography angiography in myopic choroidal neovascularization after intravitreal injections of Ranibizumab
Meng, CAI ; Ye, TIAN ; Ya-Li, WANG ; Ce-Ying, SHEN
International Eye Science 2017;17(10):1945-1948
AIM: To investigate the change of myopic choroidal neovascularization treated by ranibizumab and evaluate their value in monitoring the effect of anti-vascular endothelial growth factor ( VEGF) therapy. ·METHODS: The study enrolled 30 patients ( 30 eyes ) diagnosed with myopic choroidal neovascularization. All affected eyes were treated with intravitreal ranibizumab 0. 05mL ( 10mg/mL ). Best corrected visual acuity ( BCVA ) , non-contact tonometer, ophthalmoscope, fundus fluorescein angiograph ( FFA ) and OCTA were evaluated monthly until 6mo. The changes of BCVA and central macular thickness ( CMT) were compared at 1, 3 and 6mo after treatment. ·RESULTS:All patients received an average of 1. 70±0. 65 injections. BCVA was 0. 96 ± 0. 17 ( LogMAR ) before therapy, and BCVA 1, 3 and 6mo after treatment respectively improved by 0. 23 ± 0. 09, 0. 34 ± 0. 07, 0. 38 ± 0. 11. The differences were significant ( t=5. 461, 8. 191, 8. 894; P<0. 05 ). Mean CMT decreased form 281. 07 ± 13. 72μm to 261. 33 ± 13. 13μm, 243. 47 ± 16. 65μm, 234. 73 ± 17. 52μm respectively 1, 3 and 6mo after treatment, showing significant differences (t=12. 007, 13. 360, 9. 531;P<0. 05). OCTA revealed a progressively smaller vascular lesion and reduction in capillary density. · CONCLUSION: Intravitreal ranibizumab for CNV secondary to pathologic myopia is effective and safe;OCTA is a noninvasive and time-saving new technology, and it also is a promising tool for clinicians to make preliminary diagnosis and assess treatment efficacy in the follow-up visits.
4.Involvement of sodium nitrite in the regulation of cancer stem cell properties in human hepatoma cells
Liang-ce LIU ; Shan-shan MENG ; Guan GUI ; Lu-juan LI ; Bin LIU ; Hong-xia LIANG ; Chao-shen HUANGFU
Acta Pharmaceutica Sinica 2017;52(8):1241-1249
Increasing evidence suggests that hepatocellular carcinomas (HCCs) are sustained by a distinct subpopulation of self-renewing cells known as cancer stem cells (CSC). However, our understanding of their regulation is limited. Rapid reversible changes of CSC-like cells within tumors may result from the effect of biological mediators found in the tumor microenvironment. This paper aims to explore how nitrite, a key cellular modulator whose level is elevated in many tumors, affects CSC-like phenotypes of human hepatoma cells SMMC-7721 cells. The SMMC-7721 cell line was cultured under serum-free conditions to produce floating spheres. The distribution of cell cycle was analyzed by flow cytometry, the capability of cells self-renew was detected by colony-forming capabilities and spheroid-formation assay, the expression of stemness protein such as CD133, CD90 and EpCAM were determined by flow cytometry and Western blot, cell invasion was analyzed by transwell assay, and viability of SMMC-7721 parental cells and spheroids cancer cells was determined by the 3-(4,5-dimethyl-2-thiazolyl)-2,5-diphenyl-2-H-tetrazolium bromide (MTT) assay. Xenograft tumor models were established by subcutaneously injecting SMMC-7721 spheroids cancer cells, the transplanted tumor tissue ROS levels was detected by reactive oxygen species (ROS) test kits, the expression of HIF-1α was observed by immunofluorescence. Our results showed that the SMMC-7721 spheroid cells were enriched with CSCs properties, indicated by the ability to self-renew, increased expression of CSCs markers, and increased resistance to chemotherapeutic drugs. Additionally, SMMC-7721 parental cells and spheroids cancer cells were treated with 150 μmol·L-1 sodium nitrite for 6 days, compared with control cells, an increased accumulation of G0/G1 phase cells was observable in treatment cells. Indeed, our data demonstrated that in parent cells and spheres cells that were treated with sodium nitrite for different time, the cells' ability to chemoresistance and invasion, clone-forming efficiencies and the spheres forming ability were significantly higher than that of control cells. Exposure of sodium nitrite regulated CSC-like phenotype, indicated by increased expression of known CSC markers, CD133, CD90 and EpCAM in the exposed parental cells, as well as in dormant spheroids cancer cells. Compared with the parent cells, the above effects of nitrite on the spheres cells were significantly enhanced. In vivo data also presented a more significant promotion of tumor xenograft growth from the nitrite treatment than from either of the control. Mechanistic analysis indicated that nitrite induced the upregulation of HIF-1α as well as the downregulation of ROS in the tumor microenvironment. These results suggest that nitrite increases the invasiveness of SMMC-7721 cells through up-regulation of tumor stemness.
5.Exposure of human hepatoma cells to nitrite and ammonia promotes invasive activity through activation of ROS/ODC pathway
Shan-shan MENG ; Guan GUI ; Lu-juan LI ; Bin LIU ; Hong-xia LIANG ; Liang-ce LIU ; Chao-shen HUANGFU
Acta Pharmaceutica Sinica 2016;51(7):1083-
Recent studies have demonstrated that nitrite and ammonia levels are higher in the tumor environment, but their effects on cancer cells remains unclear. The present study was designed to determine the effects of nitrite and ammonia on tumor invasion and the role of reactive oxygen (ROS)/ornithine decarboxylase (ODC) pathway. SMMC-7721 cells were treated with sodium nitrite, ammonium chloride, sodium nitrite and ammonium chloride mixture for 24 h, the cell viability was analyzed using the MTT assay, cell invasion was analyzed with the transwell assay, the intracellular ROS levels were detected with a reactive oxygen species (ROS) test kits, the expression of intracellular ODC was examined with immunofluorescence and Western blot, the expression of matrix metallopeptidase-2(MMP-2) and MMP-9 were analyzed by Western blot. Compared with the control group, SMMC-7721 cells exhibited an increase in cell viability, invasion ability, ROS levels and ODC protein after exposure to 150 μmol·L-1 sodium nitrite and ammonium chloride mixture for 24 h. The invasive activity was reduced by ROS scavenger N-acetycysteine (NAC) in SMMC-7721 cells. The specific ODC inhibitor difluoromethylornithine (DFMO) increased ROS levels and weakened the ability of sodium nitrite and ammonium chloride mixture in the regulation of invasion of SMMC-7721 cells. These data demonstrated that sodium nitrite and ammonium chloride mixture promote invasion of SMMC-7721 cells by enhancing ROS/ODC pathway.
6.Neuroprotective Effect of Compound Anisodine in a Mouse Model with Chronic Ocular Hypertension.
Wen-Dong LIU ; Lan-Lan CHEN ; Ce-Ying SHEN ; Li-Bin JIANG
Chinese Medical Journal 2015;128(19):2652-2657
BACKGROUNDCompound anisodine (CA) is a compound preparation made from hydrobromide anisodine and procaine hydrochloride. The former is an M-choline receptor blocker with the function of regulating the vegetative nervous system, improving microcirculation, and so on. The latter is an antioxidant with the activities of neuroprotection. This study aimed to investigate the potential neuroprotection of CA, which affects the degeneration of the retinal ganglion cells (RGCs) in an animal model with chronic ocular hypertension.
METHODSFemale C57BL/6J mice (n = 24) were divided randomly into four groups: normal control group without any treatment (Group A, n = 6); CA control group with feeding the CA solution (Group B, n = 6); microbeads (MBs) control group with injecting MB into the anterior chamber (Group C, n = 6); CA study group with MB injection and with feeding the CA solution (Group D, n = 6). Intraocular pressure (IOP) was measured every 3 days after MB injection. At the 21st day, neurons were retrograde-labeled by Fluoro-Gold (FG). Animals were sacrificed on the 27th day. Retinal flat mounts were stained immunohistologically by α2-III-tubulin. FG-retrograde-labeled RGCs, α2-III-tubulin-positive RGCs, and α2-III-tubulin-positive nerve fibers were quantified.
RESULTSMice of Groups C and D expressed the incidence of consistent IOP elevation, which is above the IOP level of Group A with the normal one. There is no significant difference in IOP between Groups A and B (P > 0.05). On the 27th day, there were distinct loss in stained RGCs and nerve fibers from Groups C and D compared with Group A (allP < 0.001). The quantity was significantly higher in Group D as compared to Group C (allP < 0.001) but lower than Group A (allP > 0.001). There was no significant difference in the quantity of RGCs and nerve fibers between Groups A and B (allP > 0.05).
CONCLUSIONSThese findings suggest that CA plays an importantly neuroprotective role on RGCs in a mouse model with chronic ocular hypertension.
Animals ; Cell Survival ; drug effects ; Female ; Immunohistochemistry ; Intraocular Pressure ; drug effects ; Mice ; Mice, Inbred C57BL ; Neuroprotective Agents ; pharmacology ; therapeutic use ; Ocular Hypertension ; drug therapy ; Random Allocation ; Retinal Ganglion Cells ; drug effects ; Scopolamine Derivatives ; pharmacology ; therapeutic use
7.Clinical analysis of 49 cases with Pseudo-Meigs' Syndrome: a report of two cases and a review of literatures over the last decade
Wei BIAN ; Min WEI ; Ling XU ; Ce SHEN
Chinese Journal of General Practitioners 2015;14(6):455-458
Retrospective analyses were conducted for the clinical data of two cases with pseudoMeigs' syndrome at our hospital.Both had respiratory symptoms,such as cough and dyspnea.Radiological examinations revealed ascites,pleural effusion and pelvic mass.The definite pathological diagnosis was pelvic malignant tumor.After surgical tumor removal,ascites and pleural effusion disappeared without recurrence.Along with reviewed cases from PubMed in the last decade,a total of 49 cases had pseudoMeigs' syndrome.The age range was 11-73 years.Their clinical manifestations include dyspnea (78%),abdominal distension (69%),cough (14%),abdominal pain (12%),fatigue (10%),weight loss (6%) chest pain (4%),fever (4%),abdominal mass (4%),and oliguria (2%).CA125 was commonly elevated.The primary tumors in pelvic cavity accounted for 78%.And ovarian metastasis from colon cancer was one of the most common in metastatic tumor.
8.Clinical analysis of 87 cases of bronchial asthma combined with allergic rhinitis by azelastine hydrochloride nasal spray
Ping ZHANG ; He HE ; Huifang CAO ; Ying FENG ; Jianxin DU ; Ce SHEN
Chinese Journal of Postgraduates of Medicine 2014;37(z1):77-79
Objective To observe the effect of bronchial asthma combined with allergic rhinitis by azelastine hydrochloride nasal spray.Methods Eighty-seven cases of bronchial asthma combined with allergic rhinitis patients were divided into treatment group(45 cases)and control group (42 cases) by random number table method,both groups were given the treatment of bronchial asthma according to the guidelines for regulating,treatment group on the basis was combined with azelastine hydrochloride 1 spray per side,2times per day,for 3 months.Observe two groups of asthma symptoms within 3 months control situation,the number of antibiotics and hospitalization for acute exacerbation.Results Treatment group total effective rate,asthma control test score,number of antibiotics and due to the number of exacerbations hospitalization were superior to control group [93.33%(42/45) vs.76.19%(32/42),(23.80 ± 2.15)scores vs.(22.05 ±3.16) scores,13.3% (6/45) vs.35.7% (15/42),11.1% (5/45) vs.33.3% (14/42)] (P < 0.05 or < 0.01).Conclusion Combined by azelastine hydrochloride nasal spray may make a good control,reduce the use of antibiotics for acute attack and times of hospitalization,worthy of clinical application.
9.Clinical research of individualized therapy in advanced non-small cell lung cancer guiding by & nbsp;detection of ERCC1 protein
Zhiqiang GAO ; Baohui HAN ; Ce SHEN ; Xianqiao JIN ; Jingcheng DONG ; Huanying WAN ; Jie TANG ; Jie SHEN ; Aiqin GU ; Liyan JIANG
China Oncology 2013;(5):328-333
10.3969/j.issn.1007-3969.2013.05.002
10.Clinical features of retinal diseases masquerading as retrobulbar optic neuritis.
Li-Bin JIANG ; Ce-Ying SHEN ; Fei CHEN ; Wei-Yu YAN ; Timothy Y Y LAI ; Ning-Li WANG
Chinese Medical Journal 2013;126(17):3301-3306
BACKGROUNDManagements of optic neuritis (ON) included high-dose corticosteroids or combined with systemic immunomodulatory agents. It was important to make a correct diagnosis of ON before initiation of treatment. The purpose of the study was to report and analyze the clinical features of retinal diseases in patients who were misdiagnosed as having retrobulbar ON.
METHODSRetrospective review of 26 patients (38 eyes) initially diagnosed with retrobulbar ON but were ultimately diagnosed with retinal or macular diseases. Data obtained from fundus examination, fluorescence fundus angiography (FFA), automated static perimetry, full-field electroretinogram (ffERG), multifocal electroretinogram (mfERG), and optical coherence tomography (OCT) were evaluated.
RESULTSThirty-eight eyes of 26 patients were found to have misdiagnosis of retrobulbar ON, based on normal or slight abnormal fundus findings and abnormal visual evoked potentials (VEP). The mean age of the patients was 34 years and the correct diagnosis of the patients included acute zonal occult outer retinopathy (AZOOR, 15 eyes, 14 patients), occult macular dystrophy (OMD, 8 eyes, 4 patients), cone or cone-rod dystrophy (10 eyes, 5 patients), acute macular neuroretinopathy (AMNR, 3 eyes, 2 patients), and cancer-associated retinopathy (CAR, 2 eyes, 1 patient).
CONCLUSIONWhen attempting to diagnose retrobulbar ON in clinical practice, it is crucial to carry out necessary examinations of the retinal function and morphology to decrease misdiagnosis.
Adult ; Aged ; Electroretinography ; Female ; Humans ; Male ; Middle Aged ; Optic Neuritis ; diagnosis ; Retinal Diseases ; diagnosis ; Retrospective Studies ; Tomography, Optical Coherence

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