1.Clinical radiomics nomogram and deep learning based on CT in discriminating atypical pulmonary hamartoma from lung adenocarcinoma
Chuanbin WANG ; Cuiping LI ; Feng CAO ; Yankun GAO ; Baoxin QIAN ; Jiangning DONG ; Xingwang WU
Acta Universitatis Medicinalis Anhui 2024;59(2):344-350
Objective To discuss the value of clinical radiomic nomogram(CRN)and deep convolutional neural network(DCNN)in distinguishing atypical pulmonary hamartoma(APH)from atypical lung adenocarcinoma(ALA).Methods A total of 307 patients were retrospectively recruited from two institutions.Patients in institu-tion 1 were randomly divided into the training(n=184:APH=97,ALA=87)and internal validation sets(n=79:APH=41,ALA=38)in a ratio of 7∶3,and patients in institution 2 were assigned as the external validation set(n=44:APH=23,ALA=21).A CRN model and a DCNN model were established,respectively,and the performances of two models were compared by delong test and receiver operating characteristic(ROC)curves.A human-machine competition was conducted to evaluate the value of AI in the Lung-RADS classification.Results The areas under the curve(AUCs)of DCNN model were higher than those of CRN model in the training,internal and external validation sets(0.983 vs 0.968,0.973 vs 0.953,and 0.942 vs 0.932,respectively),however,the differences were not statistically significant(p=0.23,0.31 and 0.34,respectively).With a radiologist-AI com-petition experiment,AI tended to downgrade more Lung-RADS categories in APH and affirm more Lung-RADS cat-egories in ALA than radiologists.Conclusion Both DCNN and CRN have higher value in distinguishing APH from ALA,with the former performing better.AI is superior to radiologists in evaluating the Lung-RADS classification of pulmonary nodules.
2.Relationship between expression levels of TTF-1 and Galectin-3 in differentiated thyroid carcinoma tissues and clinical manifestations and prognosis of patients
Liangping SHI ; Chuanbin WANG ; Yizhuang CHENG ; Wei ZHAO ; Menghua XIA ; Liqin BI
International Journal of Laboratory Medicine 2024;45(4):457-461
Objective To investigate the relationship between the expression levels of thyroid transcription factor-1(TTF-1)and Galectin-3 in differentiated thyroid carcinoma(DTC)tissues and clinical manifestations and prognosis of patients.Methods A total of 76 DTC patients admitted to the hospital from January 1,2017 to May 30,2020 were selected as the study objects.Cancer tissue specimens obtained during surgery were in-cluded in the DTC group(n=76),and corresponding paracancer tissue specimens were included in the para-cancer group(n=76).The expressions of TTF-1 and Galectin-3 in DTC group and paracancer group were de-tected by immunohistochemistry,and the relationship between the expression levels of TTF-1 and Galectin-3 and the clinicopathological characteristics of DTC patients was analyzed.Multivariate Cox regression analysis was used to investigate the prognostic factors of DTC patients.Results The positive expression rates of TTF-1 and Galectin-3 in DTC group were higher than those in paracancer group,and the difference was statistically significant(P<0.05).The TTF-1 positive expression rate and Galectin-3 positive expression rate in DTC pa-tients with TNM stage Ⅲ to Ⅳ,low differentiation,tissue type of papillary thyroid carcinoma and lymph node metastasis were higher than those in DTC patients with TNM stage Ⅰ to Ⅱ,medium/high differentiation,tis-sue type of thyroid follicular carcinoma and no lymph node metastasis.The difference was statistically signifi-cant(P<0.05).The 3-year overall survival rate of TTF-1 negative and Galectin-3 negative DTC patients was higher than that of TTF-1 positive and Galectin-3 positive DTC patients,and the difference was statistically significant(P<0.05).Multivariate Cox regression analysis showed that lymph node metastasis,positive TTF-1 and positive Galectin-3 were prognostic factors in DTC patients(P<0.05).Conclusion TTF-1 and Galectin-3 are related to TNM stage,differentiation degree,tissue type,lymph node metastasis and 3-year sur-vival rate of DTC patients,and have important reference value for the diagnosis and prognosis evaluation of DTC patients.
3.Discriminate atypical pulmonary hamartoma from lung adenocarcinoma based on clinical and CT radiomics features
Chuanbin WANG ; Cuiping LI ; Feng CAO ; Jiangning DONG ; Xingwang WU
Journal of Practical Radiology 2024;40(8):1238-1242
Objective To explore the value of combined prediction model based on clinical and CT radiomics features in discriminating atypical pulmonary hamartoma(APH)from atypical lung adenocarcinoma(ALA).Methods A total of 290 patients with APH and ALA confirmed by pathology were retrospectively selected.250 patients from the First Affiliated Hospital of Anhui Medical University were randomly assigned into a training set(APH=91,ALA=84)and an internal validation set(APH=39,ALA=36)at a ratio of 7∶3,and other 40 patients from the First Affiliated Hospital of USTC were assigned as an external validation set(APH=21,ALA=19).The independent model and multivariate logistic regression combined model were constructed using the selected clinical-CT features and radiomics features,respectively,and a nomogram was drawn.Receiver operating characteristic(ROC)curve and DeLong test were used to evaluate and compare the performances of the models.Results The area under the curve(AUC)of the combined model established by 3 clinical-CT features and 4 radiomics features in the training set was 0.980,which was higher than that of clinical-CT model(AUC=0.885,P<0.001)and radiomics model(AUC=0.975,P=0.042).The AUC of the combined model in the internal and external validation sets(0.963 vs 0.917)were also higher than those of clinical-CT model(0.858 vs 0.774)and radiomics model(0.953 vs 0.897),respectively.Conclusion The combined prediction model based on clinical and CT radiomics features can improve the differential diagnosis ability of APH and ALA.
4.Preliminary clinical application of magnetic resonance-guided fractionated stereotactic radiation in the treatment of brain tumors
Le RAO ; Boning CAI ; Chuanbin XIE ; Yanli LIU ; Haiyang WANG ; Wei YU ; Baolin QU
Chinese Journal of Radiation Oncology 2024;33(12):1091-1097
Objective:To evaluate the dosimetric characteristics, safety and effectiveness of magnetic resonance-guided fractionated stereotactic radiotherapy (FSRT) for brain tumors.Methods:Clinical data of 8 brain tumor patients treated with magnetic resonance-guided FSRT in the Radiotherapy Department of the First Medical Center of the PLA General Hospital from July 2023 to February 2024 were retrospectively analyzed. Online adaptive radiotherapy was adopted for all patients. Adapt-to-position (ATP) or adapt-to-shape (ATS) radiotherapy was chosen by radiologists. Each adaptation was initiated after the radiotherapy plan was re-examined. The radiotherapy fractionation plan was 21-30 Gy/3-5 F. Clinical characteristics, radiotherapy plans and plan parameters were analyzed by statistical description. Median ( Q1, Q3) was used to describe continuous data and percentage was used to describe categorical data. Results:In this study, 9 lesions were treated a total of 41 times, including 20 times (49%) of ATP plan and 21 times (51%) of ATS plan. The median target area coverage rate was 95.1% (95%, 99.8%), the median target area maximum dose rate was 1.15 (1.07, 1.31), the median conformity index (CI) was 0.75 (0.69, 0.86), the median homogeneity index (HI) was 1.09 (1.06, 1.21), and the median gradient index (GI) was 4.73 (3.36, 8.45), respectively. After ATS plan, the median reduction in gross target volume (GTV) was 8.22 cm3 (1.2, 10.1 cm3), and the median reduction in brain tissue V12 Gy was 30.46 cm3 (8.34, 31.13 cm3).The median follow-up was 3.2 months (1.4, 6.1 months). No radiation necrosis was found in any patient. There were 2 cases of acute brain edema during radiotherapy (both were mild). Except for 1 case who died due to systemic disease progression, the remaining patients had no local recurrence, and achieved good quality of life. Conclusions:The parameters of the treatment plan of magnetic resonance-guided FSRT are generally acceptable. The adaptive plan can effectively reduce the dose of normal brain tissues. It is safe and feasible to use the magnetic resonance-guided FSRT for brain tumors.
5.Analysis of image quality based on different imaging algorithms of the Ethos adaption radiotherapy system
Xiaoyu LIU ; Yuhan KOU ; Changxin YAN ; Jinyuan WANG ; Peichao BAN ; Dandan ZHANG ; Kaiwen CHEN ; Chuanbin XIE
China Medical Equipment 2024;21(11):1-6
Objective:To quantitatively analyze the differences in image quality and generated synthetic-computed tomography(sCT)between cone beam CT(CBCT)and iteration CBCT(iCBCT),which based on filtered back projection(FBP)and iterative reconstruction(IR)techniques of Varian Ethos adaption system.Methods:Using the special Catphan604 phantom of the test of CT image quality,five times of scanning series of CBCT and iCBCT were respectively performed based on thoracic and abdominal scanning protocols,so as to obtain four sets of images,and each set of image included the CBCT image,the composited sCT and iCBCT images based on CBCT,the composited sCT bases on iCBCT.The noise power spectrum(NPS),image uniformity(UI),modulation transfer function(MTF),low-contrast visibility(LCV)and contrast-to-noise ratio(CNR)of them were analyzed.Additionally,a retrospective analysis was conducted on images of six patients who underwent clinical radiotherapy,and the images of them were obtained by using thoracic and abdominal scanning protocols.The sCT images,which were generated by deformable registrations on the basis of CBCT and iCBCT,were analyzed,and they were compared with located CT images,and their mean absolute error(MAE)and root mean square error(RMSE)were further quantitatively analyzed.Results:Compared to CBCT,iCBCT significantly reduced NPS(thoracic images reduced by 0.08,abdominal images reduced by 0.06).The UI values of thoracic images and abdominal images of iCBCT were respectively 0.37 and 0.28,and those of CBCT were respectively 0.65 and 0.39.The LCV values of thoracic images and abdominal images of iCBCT were respectively 0.67 and 0.56,and those of CBCT were respectively 0.93 and 0.90.The MTF50%were 0.28 lp/mm except abdominal image of iCBCT was 0.29 lp/mm.The resolution rate of high contrast between iCBCT and CBCT was basic consistency.The differences of similarity analysis of the generated sCT and located CT bases on CBCT and iCBCT was no significant(P>0.05).Conclusion:The image quality of iCBCT is superior to conventional CBCT.The accuracy of CT value of generated sCT bases on CBCT and iCBCT can meet requirement,and both of them can be used in the dose calculation of adaptive radiotherapy.
6.Oral administration of Bifidobacterium breve improves anti-angiogenic drugs-derived oral mucosal wound healing impairment via upregulation of interleukin-10.
Qingxiang LI ; Yuke LI ; Qiao QIAO ; Ning ZHAO ; Yuanning YANG ; Lin WANG ; Yifei WANG ; Chuanbin GUO ; Yuxing GUO
International Journal of Oral Science 2023;15(1):56-56
Recent studies have suggested that long-term application of anti-angiogenic drugs may impair oral mucosal wound healing. This study investigated the effect of sunitinib on oral mucosal healing impairment in mice and the therapeutic potential of Bifidobacterium breve (B. breve). A mouse hard palate mucosal defect model was used to investigate the influence of sunitinib and/or zoledronate on wound healing. The volume and density of the bone under the mucosal defect were assessed by micro-computed tomography (micro-CT). Inflammatory factors were detected by protein microarray analysis and enzyme-linked immunosorbent assay (ELISA). The senescence and biological functions were tested in oral mucosal stem cells (OMSCs) treated with sunitinib. Ligated loop experiments were used to investigate the effect of oral B. breve. Neutralizing antibody for interleukin-10 (IL-10) was used to prove the critical role of IL-10 in the pro-healing process derived from B. breve. Results showed that sunitinib caused oral mucosal wound healing impairment in mice. In vitro, sunitinib induced cellular senescence in OMSCs and affected biological functions such as proliferation, migration, and differentiation. Oral administration of B. breve reduced oral mucosal inflammation and promoted wound healing via intestinal dendritic cells (DCs)-derived IL-10. IL-10 reversed cellular senescence caused by sunitinib in OMSCs, and IL-10 neutralizing antibody blocked the ameliorative effect of B. breve on oral mucosal wound healing under sunitinib treatment conditions. In conclusion, sunitinib induces cellular senescence in OMSCs and causes oral mucosal wound healing impairment and oral administration of B. breve could improve wound healing impairment via intestinal DCs-derived IL-10.
Animals
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Mice
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Interleukin-10
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Bifidobacterium breve
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Up-Regulation
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Angiogenesis Inhibitors
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Sunitinib
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X-Ray Microtomography
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Administration, Oral
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Wound Healing
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Antibodies, Neutralizing
7.Effectiveness and security of anisodine hydrobromide tablets in treating nonarteritic anterior ischemic optic neuropathy: a Chinese multicenter nonrandomized controlled study
Mo YANG ; Honglu SONG ; Huanfen ZHOU ; Mengying LAI ; Quangang XU ; Mingming SUN ; Ke FAN ; Hongpei CUI ; Haiyan WANG ; Xin JIN ; Chuanbin SUN ; Qing XIAO ; Ying WANG ; Zide ZHAO ; Minglian ZHANG ; Yongye CHANG ; Mengping CHEN ; Zhanxing SHEN ; Hui YANG ; Xiaoyu XU ; Zhiqing LI ; Dongjun XING ; Yu DONG ; Jinrun YANG ; Qian REN ; Li LI ; Wenfang ZHANG ; Li SUN ; Zhengpei ZHANG ; Suyan LI ; Danyan LIU ; Nalei ZHOU ; Nali LUO ; Yadong LIU ; Shihui WEI
Chinese Journal of Experimental Ophthalmology 2023;41(7):646-653
Objective:To evaluate the efficacy and safety of oral anisodine hydrobromide tablets in the treatment of nonarteritic anterior ischemic optic neuropathy (NAION).Methods:A multicenter nonrandomized controlled trial was conducted.A total of 282 acute NAION patients (282 eyes) were recruited from 16 hospitals in China from July 2020 to May 2021.Patients were divided into two groups according to treatment methods, which were control group (124 cases, 124 eyes) receiving regular treatment including citicoline sodium plus Ginkgo biloba leaf liquid extract or Ginkgo biloba leaf extract tablets plus mecobalamin, and experimental group (158 cases, 158 eyes) receiving treatment in control group plus oral anisodine hydrobromide tablets 1 mg, twice daily for 2 to 3 months.Best corrected visual acuity (BCVA), visual field index (VFI), peripapillary retinal nerve fiber layer (pRNFL) and radial peripapillary capillary vessel density (RPC) were assessed at 1, 2, 3, and 6 months after enrollment using the standard decimal visual acuity chart, 750i Humphery visual field analyzer, Cirrus HD-OCT 4000/Cirrus HD-OCT 5000, RTVue-XR optical coherence tomography respectively.The primary outcomes were BCVA and VFI, and the secondary outcomes were pRNFL, RPC, and the side effects during the follow-up.The study adhered to the Declaration of Helsinki.All patients were fully informed about the treatment and purpose of this study and voluntarily signed the informed consent form.The study protocol was approved by Chinese PLA General Hospital (No.S2020-021-01). Results:In all, 242 patients (242 eyes) completed the follow-up of BCVA, and 98 patients (98 eyes) completed the VFI follow-up.In terms of visual function, BCVA and VFI improved significantly over time in the two groups, and BCVA and VFI were better in experimental group than in control group at various follow-up time points (all at P<0.05). In terms of structure, pRNFL gradually decreased in both groups with the extension of treatment, and pRNFL was significanthy thinner in experimental group than in control group at various follow-up time points (all at P<0.05). There was no significant difference in RPC between the two groups at the last follow-up ( P>0.05). There were two cases with side effects and one case was discontinued due to side effects 25 days after enrollment. Conclusions:Oral anisodine hydrobromide can improve visual acuity and visual field in NAION and accelerate the regression of optic disc edema, with good safety.
8.A single-cell landscape of triptolide-associated testicular toxicity in mice
Wei ZHANG ; Siyu XIA ; Jinhuan OU ; Min CAO ; Guangqing CHENG ; Zhijie LI ; Jigang WANG ; Chuanbin YANG
Journal of Pharmaceutical Analysis 2023;13(8):880-893
Triptolide is a key active component of the widely used traditional Chinese herb medicine Tripterygium wilfordii Hook.F.Although triptolide exerts multiple biological activities and shows promising efficacy in treating inflammatory-related diseases,its well-known safety issues,especially reproductive toxicity has aroused concerns.However,a comprehensive dissection of triptolide-associated testicular toxicity at single cell resolution is still lacking.Here,we observed testicular toxicity after 14 days of triptolide exposure,and then constructed a single-cell transcriptome map of 59,127 cells in mouse testes upon triptolide-treatment.We identified triptolide-associated shared and cell-type specific differentially expressed genes,enriched pathways,and ligand-receptor pairs in different cell types of mouse testes.In addition to the loss of germ cells,our results revealed increased macrophages and the inflammatory response in triptolide-treated mouse testes,suggesting a critical role of inflammation in triptolide-induced testicular injury.We also found increased reactive oxygen species(ROS)signaling and down-regulated pathways associated with spermatid development in somatic cells,especially Leydig and Sertoli cells,in triptolide-treated mice,indicating that dysregulation of these signaling pathways may contribute to triptolide-induced testicular toxicity.Overall,our high-resolution single-cell landscape offers comprehensive information regarding triptolide-associated gene expression profiles in major cell types of mouse testes at single cell resolution,providing an invaluable resource for understanding the underlying mechanism of triptolide-associated testicular injury and additional discoveries of therapeutic targets of triptolide-induced male reproductive toxicity.
9.Exploration and reform on education of applied talent in clinical laboratory technology in Guizhou Medical University under the background of "New Medicine"
Chuanbin CAI ; Tingting XIE ; Ying FEI ; Shijun WANG ; Hongmei JIANG ; Shan CHAN ; Hai HUANG
Chinese Journal of Laboratory Medicine 2023;46(4):433-436
Objective:To explore the reform path of clinical laboratory technical talents training in local universities under the background of "New Medicine".Methods:The present situation of medical laboratory technical personnel training under the background of "New Medicine" was analyzed, and the teaching mode, teaching platform and practical teaching were reformed according to the reality of Guizhou Medical University.Results:An open education system of "healthcare-education collaboration and academia-industry alliances" and the talent training mode of "three-oriented drive, four-sided integration" had been formed, which improved the training quality and provided a large number of qualified medical laboratory technical undergraduate talents to the grass-roots of Guizhou Medical System.Conclusion:The reform and practice of applied talent training in Guizhou Medical University can be used as a reference for local colleges and universities to educate applied medical laboratory technical talents.
10.The correlation between cortical thickness alteration and cognitive dysfunction in Parkinson's Disease
Yongyun ZHU ; Chao GAO ; Yanfei HU ; Kangfu YIN ; Weifang YIN ; Fang WANG ; Chuanbin ZHOU ; Hui REN ; Baiyuan YANG ; Xinglong YANG
Chinese Journal of Geriatrics 2023;42(8):897-903
Objective:This study investigated the changes of cortical thickness in patients with Parkinson's cognitive dysfunction.Methods:In this cross-sectional study, general clinical data and head magnetic resonance imaging data were collected from Parkinson's disease(PD)patients and healthy controls who were hospitalized or outpatient in the Department of Geriatric Neurology of the First Affiliated Hospital of Kunming Medical University from January 2019 to December 2020.We observed the changes of cortical thickness in each group, and analyzed the correlation between cortical thickness and cognitive dysfunction in PD.Results:Compared with PD normal cognitive group, the cortical thickness of the left superiortemporal gyrus[(2.7±0.1)mm, (2.4±0.1)mm, t=-4.194], left supramarginal[(2.4±0.1)mm, (2.2±0.1)mm, t=-4.845], right insula[(3.0±0.1)mm, (2.7±0.1)mm, t=-4.170], left parahippocampal[(2.8±0.3)mm, (2.4±0.3)mm, t=-4.164]decreased in PD cognitive impairment group(all P<0.05), and cortical thickness of the right parsorbitalis[(2.5±0.2)mm, (2.4±0.2)mm, t=-4.226], left entorhinal[(3.5±0.3)mm, (3.1±0.4)mm, t=-4.583], left inferiortemporal[(2.7±0.2)mm, (2.5±0.1)mm, t=-6.229], left supramarginal[(2.4±0.1)mm, (2.1±0.1)mm, t=-3.236], right fusiform[(2.8±0.1)mm, (2.5±0.1)mm, t=-5.364], right lingual[(2.0±0.1)mm, (1.9±0.1)mm, t=-3.887], right insula[(3.0±0.1)mm, (2.7±0.2)mm, t=-5.326], right isthmuscingulate[(2.6±0.2)mm, (2.3±0.2)mm, t=-3.743]decreased in PD severe cognitive impairment group, the statistical difference was significant(all P<0.05). The cerebral cortex thickness was positively correlated with Mini-Mental State Examination and different cognitive areas, and negatively correlated with Hoehn-Yahrr grading. Conclusions:Local cortical thinning was observed in PD patients with cognitive impairment, whereas cortical involvement was more extensive in PD patients with severe cognitive impairment.

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