1.Effect of ligustrazine on learning and memory function of rats with aluminum-induced cognitive im-pairment and its mechanism
Chenyu LI ; Yunjing JIA ; Qiushengxi ZHANG ; Zuozhu HUANG ; Yang LIU ; Yanwu LING
Journal of Xinxiang Medical College 2024;41(9):801-808
Objective To explore the effect of ligustrazine on the learning and memory function of rats with aluminum-induced cognitive impairment and its mechanism.Methods Sixty male Wistar rats were divided into a blank control group,a model group,a low-dose ligustrazine group,a high-dose ligustrazine group,and a piracetam group using a random number table method,with 12 rats in each group.The rats in the blank control group were not subjected to any treatment;the rats in the model group,low-dose ligustrazine group,high-dose ligustrazine group,and piracetam group were first prepared with aluminum toxicity models by daily gavage of 100 mg·kg-1 AlCl3 solution.After successful modeling,the rats in the piracetam group were intragastrically administered with piracetam at a dose of 400 mg·kg-1,while rats in the low-dose and high-dose ligustrazine groups were intragastrically administered with 100 and 200 mg·kg-1 ligustrazine,respectively;the rats in the blank control group and the model group were intragastrically administered with the same volume of physiological saline.All rats in the five groups received intragas tric administration once a day for 30 consecutive days.After 30 days of intervention,the Morris water maze test was used to evaluate the learning and memory function of rats in the five groups.After completing the water maze experiment,rats in the five groups were anesthetized with 200 g·L-1 chloral hydrate,and their brain tissues were quickly removed after decapitation.Immunohistochemical staining was used to observe the expression of calcium voltage-gated channel subunit alpha 1E(CACNA1E),calmodulin(CALM),and brain-derived neurotrophic factor(BDNF)in the hippocampal CA1 region of rats in the five groups;Western blot was used to detect the relative expression levels of CACNA1E,CALM,and BDNF proteins in the hippocampal CA1 region of rats in the five groups;and real-time fluorescence quantitative polymerase chain reaction was used to detect the relative expression levels of CACNA1E,CALM,and BDNF mRNA in the hippocampal CA1 region of rats in the five groups.Results On the 1st day of the Morris water maze test,the latent periods of rats in the model group,piracetam group,low-dose ligustrazine group,and high-dose ligustrazine group were significantly higher than those in the blank control group(P<0.05);there was no statistically significant difference in the latent periods of rats among the piracetam group,low-dose ligustrazine group,high-dose ligustrazine group,and model group(P>0.05).On the 3rd day of the Morris water maze test,the latent periods of rats in the model group,piracetam group,low-dose ligustrazine group,and high-dose ligustrazine group were significantly higher than those in the blank control group(P<0.05);the latent periods of rats in the piracetam group and high-dose ligustrazine group were significantly lower than those in the model group and low-dose ligustrazine group(P<0.05);there was no statistically significant difference in the latent periods of rats between the low-dose ligustrazine group and the model group(P>0.05).On the 5th day of the Morris water maze test,the latent periods of rats in the model group,piracetam group,low-dose ligustrazine group,and high-dose ligustrazine group were significantly higher than those in the blank control group(P<0.05);the latent periods of rats in the piracetam group and high-dose ligustrazine group were significantly lower than those in the model group and low-dose ligustrazine group(P<0.05);there was no statistically significant difference in the latent periods of rats between the low-dose ligustrazine group and the model group(P>0.05).On the 3rd and 5th days of the Morris water maze test,there was no statistically significant difference in the latent periods of rats between the piracetam group and the high-dose ligustrazine group(P>0.05).The times of rats crossing platform in the model group,piracetam group,low-dose ligustrazine group,and high-dose ligustrazine group were significantly lower than those in the blank control group,and the times of rats crossing platform in the piracetam group and high-dose ligustrazine group were significantly higher than those in the model group and low-dose ligustrazine group(P<0.05);there was no statistically significant difference in the times of rats crossing platform between the low-dose ligustrazine group and the model group(P>0.05);there was no statistically significant difference in the times of rats crossing platform between the piracetam group and the high-dose ligustrazine group(P>0.05).Under the microscope,brown CACNA1E,CALM,and BDNF positive cells could be observed in the hippocampal CA1 region.The expressions of CACNA1E,CALM,and BDNF proteins in the hippocampal CA1 region of rats in the model group,piracetam group,low-dose ligustrazine group,and high-dose ligustrazine group were significantly lower than those in the blank control group,and the expressions of CACNA1E,CALM,and BDNF proteins in the hippocampal CAl region of rats in the piracetam group and high-dose ligustrazine group were significantly higher than those in the model group and low-dose ligustrazine group(P<0.05);there was no statistically significant difference in the expressions of CACNA1E,CALM,and BDNF proteins in the hippocampal CAI region of rats between the low-dose ligustrazine group and the model group(P>0.05);there was no statistically significant difference in the expressions of CACNA1E,CALM,and BDNF proteins in the hippocampal CA1 region of rats between the piracetam group and the high-dose ligustrazine group(P>0.05).The relative expression levels of CACNA1E,CALM,and BDNF proteins and mRNAs in the hippocampal CA1 region of rats in the model group,piracetam group,low-dose ligustrazine group,and high-dose ligustrazine group were significantly lower than those in the blank control group(P<0.05);the relative expression levels of CACNA1E,CALM,and BDNF proteins and mRNAs in the hippocampal CA1 region of rats in the piracetam group and high-dose ligustrazine group were significantly higher than those in the model group and low-dose ligustrazine group(P<0.05);there was no statistically significant difference in the relative expression levels of CACNA1E,CALM,and BDNF proteins and mRNAs in the hippocampal CA1 region of rats between the low-dose ligustrazine group and the model group(P>0.05);there was no statistically significant difference in the relative expression levels of CACNA1E,CALM,and BDNF proteins and mRNAs in the hippocampal CA1 region of rats between the piracetam group and the high-dose ligustrazine group(P>0.05).Conclusion Ligustrazine has significant protective effects on aluminum-induced cognitive impairment in rats and can greatly enhance the learning and memory function of rats.The mechanism may be related to the up-regulation of CANA1E,CALM and BDNF expression in the brain induced by ligustrazine.
2.Effect of tail vein transplantation of human amniotic mesenchymal stem cells with different transforming growth factor-β expressions on sciatic nerve function in xenografted mice
Mubin CHEN ; Qingqing LI ; Huihui CHAI ; Kuntai XIAO ; Xiaoguang HUANG ; Yuting XU ; Shan XUE ; Haitao SUN ; Yanwu GUO
Chinese Journal of Neuromedicine 2020;19(1):9-16
Objective To investigate the effect of tail vein transplantation of human amniotic mesenchymal stem cells (hAMSCs) with different transforming growth factor (TGF)-β expressions on recovery of sciatic nerve function in peripheral nerve xenotransplantation mice.Methods The hAMSCs were isolated from amnion membranes by healthy mother donors and identified by fluorescence activated cell sorter.The up-regulated and down-regulated TGF-β lentiviral plasmids were constructed and transfected into the purified hAMSCs;hAMSCs with stable up-regulated or down-regulated TGF-β expression were constructed.The sciatic nerves of C57BL/6 mice were isolated and cut out,and sciatic nerves of SD rats were isolated and transplanted into the sciatic nerve defected C57BL/6 mice to construct peripheral nerve xeno-transplanted mice models;these mice models were divided into 4 groups (n=10)according to random number table:control group,hAMSCs treatment group,high-expressed TGF-βhAMSCs treatment group,and low-expressed TGF-β hAMSCs treatment group;one d before modeling,phosphate buffer saline (PBS) or hAMSCs re-suspension were drawn with a syringe and slowly pushed into the tail veins of mice for transplantation treatment;14 d after treatment,DigGait analysis system was used to evaluate the recovery of sciatic nerve function in each group of mice.Result Fourteen d after treatment,the sciatic nerve function index (SFI) of the high-expressed TGF-β hAMSCs treatment group (-25.820±0.286) was significantly higher than that of the low-expressed TGF-β hAMSCs treatment group (-33.413±0.920) and hAMSCs treatment group (-30.755±0.421,P<0.05).Conclusion The tail vein transplantation of hAMSCs with TGF-β high expression can effectively improve the sciatic nerve function in peripheral nerve xenotransplantation mice,which may be a new breakthrough in the treatment of peripheral nerve defects.
3.Effects of the number of harvested lymph nodes in neoadjuvant chemoradiotherapy combined with surgery on prognosis of middle-low rectal cancer
Yuan GAO ; Pan CHI ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Weizhong JIANG ; Zongbin XU ; Yanwu SUN ; Xiaojie WANG
Chinese Journal of Digestive Surgery 2019;18(8):773-779
Objective To investigate the effects of the number of harvested lymph nodes in neoadjuvant chemoradiotherapy (nCRT) combined with surgery on prognosis of middle-low rectal cancer.Methods The retrospective case-control study was conducted.The clinicopathological data of 373 patients with middle-low rectal cancer who underwent nCRT combined with surgery in the Fujian Medical University Union Hospital from January 2009 to December 2013 were collected.There were 241 males and 132 females,aged from 26 to 81 years,with the age of (55 ± 11) years.Observation indicators:(1) treatment situations;(2) follow-up and survival;(3)influencing factors for the number of harvested lymph nodes;(4) prognostic analysis of the different number of harvested lymph nodes as cut-off for grouping;(5) stratified analysis.Follow-up using telephone interview and outpatient examination was performed to detect postoperative survival of patients once every three months within postoperative 2 years and once every 6 months during the postoperative third year up to March 2016.The endpoint of follow-up was tumor recurrence,retastasis or death.Measurement data with normal distribution were represented as Mean±SD,and comparison between groups was done using the independent sample t test.Measurement data with skewed distribution were represented as M (range),and comparison between groups was done using the Kruska1-Wallis H test.Count data was described as absolute numbers.Univariate and multivariate analyses were done by the multiple linear regression model.Survival rate was calculated by the Kaplan-Meier method,and Logrank test was used for survival analysis.Results (l) Treatment situations:373 patients underwent nCRT combined with surgery,including 329 combined with sphincter-sparing rectal resection and 44 combined with abdominoperineal rectal resection.The number of harvested lymph nodes was 12 ± 6 in 373 patients.There were 185 patients with the number of harvested lymph nodes < 12 and 188 with the number of harvested lymph nodes ≥ 12.(2) Follow-up and survival:373 patients were followed up for 5-77 months,with a median follow-up time of 43 months.During the follow-up,the 1-,3-,5-year disease-free survival rates were respectively 90.4%,76.3%,and 67.5% in the 373 patients.(3) Influencing factors for the number of harvested lymph nodes:univariate analysis showed that distance between the tumor and anal verge,tumor diameter,tumor pathological N staging,and regression grade of rectal cancer were associated factors for the number of harvested lymph nodes (t =3.156,2.992,x2=8.183,10.839,P<0.05).Multivariate analysis showed that distance between the tumor and anal verge,regression grade of rectal cancer,and tumor pathological N staging were independent factors for the number of harvested lymph nodes (t=3.308,2.690,2.584,95% confidence interval:0.808-3.180,0.446-2.873,0.332-2.448,P<0.05).(4) Prognostic analysis of the different number of harvested lymph nodes as cut-off for grouping:with the number of harvested lymph nodes of 6,7,8,9,10,11,12,13,14,15,and 16 as cut-off for grouping,there was no significant difference in the 3-year disease-free survival rate,cumulative local recurrence rate,and cumulative distant metastasis rate between <6 group and ≥6 group,between <7 group and ≥7 group,between<8 group and ≥8 group,between <9 group and ≥9 group,between <10 group and ≥ 10 group,between <11 group and ≥ll group,between <12 group and ≥12 group,between <13 group and ≥13 group,between < 14 group and ≥ 14 group,between < 15 group and ≥ 15 group,between < 16 group and ≥ 16 group,respectively (P>0.05).(5) Stratified analysis:with the number of harvested lymph nodes of 7,8,9,and 10 as cut-off for grouping in 45 of 373 patients with Ⅱ-Ⅲ regression grade of rectal cancer and negative lymph nodes (NO staging),there was no significant difference in the 3-year disease-free survival rate between <7 group and ≥ 7group,between <8 group and ≥8 group,between <9 group and ≥9 group,between<10 group and ≥ 10 group,respetively (x2 =3.946,5.346,6.375,4.297,P<0.05).Conclusions The number of lymph nodes as 12 is not the independent factor for prognosis of patients with middle-low rectal cancer after nCRT combined with surgery.The number of harvested lymph nodes as 7 to 10 is the important factor for evaluating the prognosis of middle-low rectal cancer patients with Ⅱ-Ⅲ regression grade of rectal cancer and negative lymph nodes after nCRT combined with surgery.
4.A novel lesion detection algorithm based on multi-scale input convolutional neural network model for diabetic retinopathy
Yehui YANG ; Jia LIU ; Yanwu XU ; Yan HUANG ; Lei WANG
Chinese Journal of Experimental Ophthalmology 2019;37(8):624-629
Objective To propose a multi-scale convolutional neural network ( CNN) based lesions detection method of fundus image,and evaluate its application in diabetic retinopathy ( DR) assisted diagnosis. Methods A multi-scale CNN based on lesions detection method of fundus image was proposed. Compared with the existing detection methods,the problem of poor robustness based on threshold segmentation and morphological segmentation was overcome. The idea of multi-scale grids detection without relying on manual pixel-by-pixel labeling was adopted in this algorithm,and the detection performance of small lesions was significantly improved. In addition, multiple DR lesions with high accuracy could be detected by the proposed loss function under the condition of weak labels and small data sets. Results At the level of lesions,the sensitivity and specificity of hard exudation lesions detection were 92. 17% and 97. 17%,respectively. Compared with single-scale method,the sensitivity and accuracy of multi-scale method proposed in this paper increased by 7. 41% and 5. 02%,respectively,and compared with other algorithm using the same public dataset IDRiD, the specificity of this algorithm increased by 55. 82%. This method could effectively detect the lesions in fundus images,and could give the basic range of the lesions. The average detection time of fundus images with a large number of lesions was 1. 59 seconds. Conclusions The DR lesions in the fundus image can be quickly and reliably identified,the location information of the lesions can be marked,and the influence of subjective factors can be reduced by using this algorithm, and it can be used to assist the clinician to conduct more effectively.
5.Efficacy analysis of radiotherapy combined with surgery for locally advanced rectal mucinous adenocarcinoma: a retrospective study based on data of Surveillance, Epidemiology, and End results population.
Yueyi ZHANG ; Xiaojie WANG ; Pan CHI ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Zongbin XU ; Shenghui HUANG ; Yanwu SUN ; Daoxiong YE
Chinese Journal of Gastrointestinal Surgery 2019;22(1):85-93
OBJECTIVE:
To explore the efficacy of radiotherapy combined with surgery for locally advanced rectal mucinous adenocarcinoma.
METHODS:
Clinical data of patients with locally advanced rectal mucinous adenocarcinoma (T3-4 and/or N+) diagnosed by postoperative pathology from 1992 to 2013 were retrieved from the US Surveillance, Epidemiology, and End Results (SEER) database. Patients with local excision only, tumor biopsy or combined organ excision and incomplete follow-up information were excluded. All the enrolled patients were divided into three groups according to different treatments, including surgery alone (SA) group, preoperative radiotherapy combined with surgery (RT+S) group and surgery combined with postoperative radiotherapy (S+RT) group. The extracted data included basic data of patients and tumor, treatment status, and follow-up results. The χ² test was used to compare the count data. Kaplan-Meier method was used to draw the survival curve and calculate the survival rate. The survival was analyzed and compared by Log-rank test. The R language 2.8.1 was used to match the patients as 1:1 pairing through the propensity score matching (PSM). The matching variables included gender, age at diagnosis, year at diagnosis, ethnicity, degree of tissue differentiation, TNM stage, depth of invasion, making the baseline data of subgroups comparable. The Cox proportional hazard model was used for multivariate analysis of prognostic factors.
RESULTS:
A total of 2 149 patients with locally advanced rectal mucinous adenocarcinoma were enrolled in the study, including 1 255 males (58.4%) and 894 females (41.6%). There were 706 patients (32.9%) in the SA group, 772 patients (35.9%) in the RT+S group and 671 patients (31.2%) in the S+RT group. In SA, RT+S and S+RT groups, the median overall survival time was 39, 85, and 74 months respectively; the 5-year overall survival (OS) rate was 38.7%, 56.5%, and 55.2% respectively; the median cancer-specific survival (CSS) time was 86, 127, and 111 months respectively, and the 5-year CSS rate was 53.7%, 62.2% and 60.7% respectively. In comparison among the 3 groups, the 5-year OS rate and CSS rate in the SA group were significantly lower than those in the RT+S group and S+RT group (all P<0.001); the 5-year OS rate and CSS rate between RT+S group and S+RT group were not significantly different (P=0.166 and 0.392,respectively). After the baseline data of subgroups were corrected through PSM, the 5-year OS rate and CSS rate in the SA group (n=375) were significantly lower than those in the RT+S group (n=375)(OS:40.1% vs. 54.5%, P<0.001; CSS:54.3% vs. 63.3%, P=0.023). The 5-year OS rate and CSS rate in the SA group (n=403) were also lower than those in the S+RT group (n=403) (OS:37.4% vs. 54.7%,P<0.001;CSS:51.6% vs. 61.0%,P=0.031). The 5-year OS rate and CSS rate between RT+S group (n=363) and S+RT group (n=363) were not significantly different (OS:51.7% vs. 55.5%, P=0.789; CSS:57.7% vs. 60.5%, P=0.484). Cox multivariate analysis showed that radiotherapy (HR=0.845, 95%CI: 0.790 to 0.903, P=0.001) was an independent prognostic factor for OS of locally advanced rectal mucinous adenocarcinoma; radiotherapy (HR=0.907, 95% CI: 0.835 to 0.985, P=0.021) was also an independent prognostic factor affecting CSS in patients with locally advanced rectal mucinous adenocarcinoma.
CONCLUSION
As compared with surgery alone, surgery combined with preoperative or postoperative radiotherapy is beneficial to the long-term survival of patients with locally advanced rectal mucinous adenocarcinoma.
Adenocarcinoma, Mucinous
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pathology
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radiotherapy
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surgery
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therapy
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Female
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Humans
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Male
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Neoplasm Staging
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Proctectomy
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Prognosis
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Radiotherapy, Adjuvant
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Rectal Neoplasms
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pathology
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radiotherapy
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surgery
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therapy
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Retrospective Studies
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SEER Program
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Survival Analysis
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Treatment Outcome
6. Identification of gene biomarkers to predict responses to neoadjuvant chemoradiotherapy in patients with rectal cancer and pathways enrichment analysis
Xiaojie WANG ; Qian YU ; Pan CHI ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Zongbin XU ; Shenghui HUANG ; Yanwu SUN ; Daoxiong YE
Chinese Journal of Gastrointestinal Surgery 2019;22(12):1183-1187
Objective:
To screen out the potential gene biomarkers to predict responses to neoadjuvant chemoradiotherapy (CRT) in patients with rectal cancer and to explore the main downstream pathways of resistance.
Methods:
The gene expression profiles (GSE35452) of locally advanced rectal cancer undergoing neoadjuvant chemoradiotherapy from 46 specimens (24 responders, TRG 0/1, and 22 non-responders, TRG 2/3) were downloaded from the GEO database. The differentially expressed genes were identified to screen out the potential biomarkers by use of the GCBI platform. GO and KEGG pathways enrichment analysis were performed to integrate enrichment results of differentially expressed genes. Signal-signal interaction network was constructed and analyzed to screen out potential main downstream pathways.
Results:
A total of 1079 differentially expressed genes were screened, including 657 up-regulated and 422 down-regulated ones. Among these genes, REG4 had the maximum fold change value of -6.029 491. In GO term, these differentially expressed genes were mainly enriched in molecule metabolic process, cell cycle, DNA-dependent transcription, signal transduction and apoptotic process. The KEGG pathways enrichment analysis showed that the differentially expressed genes were enriched in 65 KEGG pathways, including metabolic pathways, cell cycle and metabolism pathways. Signal-signal interaction network analysis showed that MAPK signaling pathway and cell cycle pathway might play a determinant role in the development of neoadjuvant chemoradiotherapy resistance. Further analysis showed that CDKN1B, CDKN2A, RBL1, TFDP1, CCND2, CCNE2, CDC6 and CDK6 in cell cycle might induce chemoradiotherapy resistance by blocking G1/S phase cell cycle arrest, decreasing the apoptosis of tumor cells and increasing S phase ratio of chemoradiotherapy resistance.
Conclusion
G1/S phase cell cycle arrest blocking plays an important role in the development of chemoradiotherapy resistance in patients with rectal cancer. Moreover, the key genes, such as REG4, may be useful in predicting responses to neoadjuvant chemoradiotherapy.
7.Identification of gene biomarkers to predict responses to neoadjuvant chemoradiotherapy in patients with rectal cancer and pathways enrichment analysis
Xiaojie WANG ; Qian YU ; Pan CHI ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Zongbin XU ; Shenghui HUANG ; Yanwu SUN ; Daoxiong YE
Chinese Journal of Gastrointestinal Surgery 2019;22(12):1183-1187
Objective To screen out the potential gene biomarkers to predict responses to neoadjuvant chemoradiotherapy (CRT) in patients with rectal cancer and to explore the main downstream pathways of resistance. Methods The gene expression profiles (GSE35452) of locally advanced rectal cancer undergoing neoadjuvant chemoradiotherapy from 46 specimens (24 responders, TRG 0/1, and 22 non?responders, TRG 2/3) were downloaded from the GEO database. The differentially expressed genes were identified to screen out the potential biomarkers by use of the GCBI platform. GO and KEGG pathways enrichment analysis were performed to integrate enrichment results of differentially expressed genes. Signal?signal interaction network was constructed and analyzed to screen out potential main downstream pathways. Results A total of 1079 differentially expressed genes were screened, including 657 up?regulated and 422 down?regulated ones. Among these genes, REG4 had the maximum fold change value of –6.029 491. In GO term, these differentially expressed genes were mainly enriched in molecule metabolic process, cell cycle, DNA?dependent transcription, signal transduction and apoptotic process. The KEGG pathways enrichment analysis showed that the differentially expressed genes were enriched in 65 KEGG pathways, including metabolic pathways, cell cycle and metabolism pathways. Signal?signal interaction network analysis showed that MAPK signaling pathway and cell cycle pathway might play a determinant role in the development of neoadjuvant chemoradiotherapy resistance. Further analysis showed that CDKN1B, CDKN2A, RBL1, TFDP1, CCND2, CCNE2, CDC6 and CDK6 in cell cycle might induce chemoradiotherapy resistance by blocking G1/S phase cell cycle arrest, decreasing the apoptosis of tumor cells and increasing S phase ratio of chemoradiotherapy resistance. Conclusion G1/S phase cell cycle arrest blocking plays an important role in the development of chemoradiotherapy resistance in patients with rectal cancer. Moreover, the key genes, such as REG4, may be useful in predicting responses to neoadjuvant chemoradiotherapy.
8.Identification of gene biomarkers to predict responses to neoadjuvant chemoradiotherapy in patients with rectal cancer and pathways enrichment analysis
Xiaojie WANG ; Qian YU ; Pan CHI ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Zongbin XU ; Shenghui HUANG ; Yanwu SUN ; Daoxiong YE
Chinese Journal of Gastrointestinal Surgery 2019;22(12):1183-1187
Objective To screen out the potential gene biomarkers to predict responses to neoadjuvant chemoradiotherapy (CRT) in patients with rectal cancer and to explore the main downstream pathways of resistance. Methods The gene expression profiles (GSE35452) of locally advanced rectal cancer undergoing neoadjuvant chemoradiotherapy from 46 specimens (24 responders, TRG 0/1, and 22 non?responders, TRG 2/3) were downloaded from the GEO database. The differentially expressed genes were identified to screen out the potential biomarkers by use of the GCBI platform. GO and KEGG pathways enrichment analysis were performed to integrate enrichment results of differentially expressed genes. Signal?signal interaction network was constructed and analyzed to screen out potential main downstream pathways. Results A total of 1079 differentially expressed genes were screened, including 657 up?regulated and 422 down?regulated ones. Among these genes, REG4 had the maximum fold change value of –6.029 491. In GO term, these differentially expressed genes were mainly enriched in molecule metabolic process, cell cycle, DNA?dependent transcription, signal transduction and apoptotic process. The KEGG pathways enrichment analysis showed that the differentially expressed genes were enriched in 65 KEGG pathways, including metabolic pathways, cell cycle and metabolism pathways. Signal?signal interaction network analysis showed that MAPK signaling pathway and cell cycle pathway might play a determinant role in the development of neoadjuvant chemoradiotherapy resistance. Further analysis showed that CDKN1B, CDKN2A, RBL1, TFDP1, CCND2, CCNE2, CDC6 and CDK6 in cell cycle might induce chemoradiotherapy resistance by blocking G1/S phase cell cycle arrest, decreasing the apoptosis of tumor cells and increasing S phase ratio of chemoradiotherapy resistance. Conclusion G1/S phase cell cycle arrest blocking plays an important role in the development of chemoradiotherapy resistance in patients with rectal cancer. Moreover, the key genes, such as REG4, may be useful in predicting responses to neoadjuvant chemoradiotherapy.
9.A six-gene model using an artificial neural network to predict regional lymph node metastasis after neo-adjuvant chemoradiotherapy for locally advanced rectal cancer
Xiaojie WANG ; Pan CHI ; Qian YU ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Zongbin XU ; Shenghui HUANG ; Yanwu SUN ; Daoxiong YE
Chinese Journal of Digestive Surgery 2018;17(9):949-953
Objective To screen out the potential gene to predict regional lymph node metastasis after neoadjuvant chemoradiotherapy (CRT) for locally advanced rectal cancer (LARC) and develop a 6-gene model using an artificial neural network (ANN).Methods The gene expression profiles (GSE46862) of locally advanced rectal cancer undergoing preoperative chemoradiotherapy from 64 specimens (21 with ypN-and 43 with ypN+) were downloaded from the gene expression omnibus (GEO) database.The differentially expressed genes were identified to screen out the potential biomarkers through the Gene-Cloud of Biotechnology Information (GCBI) platform.The top 6 genes were screened out for building model.An ANN model was trained and validated using the SPSS Modeler software.The study samples were allocated randomly into the training sample group and testing sample group with a 7∶3 ratio.The training samples and testing samples were respectively used for building an ANN model and independent back-substitution test.Observation indicators:(1) screening results of differentially expressed genes;(2) analysis results of ANN model.The receiver operating characteristic (ROC) curve was drawn and the area under the curve (AUC) was calculated to evaluate the predictive abilities of ANN and each biomarker.Results (1) Screening results of differentially expressed genes:A total of 50 genes were screened.Six top genes included IL6,AKR1B1,AREG,SELE,ROBO1 and CD274.(2) Analysis results of ANN model:Six top genes were selected to construct a three-layer ANN model with a 7-5-2 structure.The IL6 made the greatest effect on the ANN model,followed by ROBO1,AKR1B1,AREG,CD274 and SELE.The AUC was 0.929.The sensitivity and specificity of ANN model were 96.7% and 85.7%,and accuracy of training samples was 93.2%.In the independent back-substitution test,sensitivity and specificity were 92.3% and 85.7%,and accuracy of testing samples was 90.0%.Conclusion The prediction ANN model based on multiple molecular markers (IL6,ROBO1,AKR1B1,AREG,CD274 and SELE) for regional lymph node metastases in LARC patients after CRT would be beneficial in selecting potential candidates for rectum-preserving surgery following CRT for LARC.
10.Establishment of a prognostic nomogram to predict long-term survival in non-metastatic colorectal cancer patients.
Xiaojie WANG ; Pan CHI ; Huiming LIN ; Xingrong LU ; Ying HUANG ; Zongbin XU ; Shenghui HUANG ; Yanwu SUN ; Daoxiong YE
Chinese Journal of Gastrointestinal Surgery 2017;20(6):654-659
OBJECTIVETo establish a nomogram to predict long-term survival in non-metastatic colorectal cancer patients.
METHODSA retrospective analysis was conducted in patients with non-metastatic colorectal cancer who underwent radical surgery in the Department of Colorectal Surgery of Affiliated Union Hospital of Fujian Medical University between January 2000 and December 2014. Univariate and multivariate analyses on disease-free survival (DFS) were performed using the Cox proportional regression model. Based on the multivariate analysis results, a prognostic nomogram was formulated to predict the probability for DFS. Concordance index was applied in predictive evaluation of the nomogram and calibration curves were drawn to test the nomogram's prediction and actual observation of the 5-year DFS rate. The predictive ability of nomogram was compared with AJCC-7 staging system.
RESULTSA total of 2 641 patients were identified. The median age was 59.3 years old, and 60.3% of cases were men. The number of patients with TNM stage 0, I(, II( and III( was 96, 505, 923 and 1043, respectively. The most common tumor site was the rectum, accounting for 43.2%. A total of 413 (15.6%) patients underwent neoadjuvant treatment. The most common gross type of tumor was ulcerative type, accounting for 79.5%. The 3- and 5-year DFS rate was 85.8% and 79.8%, respectively. Based on the Cox proportional regression model, the following six factors were independently associated with reduced DFS rate and were selected for the nomogram: older age, higher pathologic T stage, higher pathologic N stage, higher preoperative serum CEA level, infiltrative gross type and perineural invasion. The results of the nomogram showed that the score of T0, T1, T2, T3 and T4 stage was 0, 2.2, 3.9, 4.1 and 6, respectively, and the score of N0, N1 and N2 was 0, 3.8 and 9.3, respectively. For gross type, the score of expanding type, ulcerative type and infiltrative type was 6, 9 and 10, respectively. The score of perineural invasion was 5.2. Higher scores were added to older age and higher CEA level. The total scores were calculated by taking the sum of the points from all predictors. Higher total score was associated with poor DFS. The prognostic nomogram differentiated well and showed a concordance index of 0.718, which was better than AJCC-7 staging system (concordance index=0.683). Also, the calibration of nomogram predictions was good.
CONCLUSIONSA nomogram based on 6 independently prognostic factors to predict long-term survival in non-metastatic colorectal cancer patients is established successfully. The nomogram can be conveniently used to facilitate the accurate individualized prediction of DFS rates in patients with non-metastatic colorectal cancer.

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