1.The relationship of age-adjusted Charlson comorbidity index and prognosis of patients undergoing laparoscopic resection for hilar cholangiocarcinoma
Chiyu CAI ; Liancai WANG ; Lianyuan TAO ; Dongxiao LI ; Erwei XIAO ; Guangjin TIAN ; Guanbin LUO ; Zhuangzhuang YAN ; Yanbo WANG ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2024;30(1):33-37
Objective:To study the impact of the age-adjusted Charlson comorbidity index (ACCI) on the prognosis of patients with hilar cholangiocarcinoma following laparoscopic surgical resection.Methods:Clinical data of 136 patients with hilar cholangiocarcinoma undergoing laparoscopic surgery at Zhengzhou University People's Hospital between January 2013 and January 2018 were retrospectively analyzed, including 81 males and 55 females, aged (63.6±9.8) years. Patients were divided into two groups based on the median ACCI score of 4.0: the high ACCI group (ACCI>4.0, n=49) and low ACCI group (ACCI≤4.0, n=87). The prognosis was compared between the two group. Univariate and multivariate Cox regression analyses were performed to analyze the effect of ACCI on survival after laparoscopic surgery. Results:The 1- and 3-year cumulative survival rates in low ACCI group were 87.4% and 48.3%, respectively, compared to 53.1% and 4.1% in high ACCI group ( χ2=27.97, P<0.001). Univariate Cox regression analysis indicated that ACCI >4.0 was associated with prognosis ( HR=3.73, 95% CI: 2.44-5.68, P<0.001). Multivariate Cox regression analysis also indicated that ACCI >4.0 was associated with an increased risk of postoperative mortality in patients with hilar cholangiocarcinoma ( HR=2.69, 95% CI: 1.65-4.37, P<0.001). Conclusion:The ACCI is a significant risk factor for survival of patients with hilar cholangiocarcinoma following laparoscopic surgery, which could facilitate a precise preoperative assessment of patient status and choice of surgical approach.
2.A multi-dimensional analysis of pollen broadcasting concerns in Chinese population: a large-scale multi-center cross-sectional survey
Chiyu XU ; Yanshu ZHANG ; Ning LUAN ; Xiangyi LIU ; Dayang QIN ; Hongmin WANG ; Xuping XIAO ; Shuihong ZHOU ; Jie ZHANG ; Ping ZHANG ; Yuqing BAI ; Pengpeng WANG ; Yan QI ; Zhongwu SUN ; Zhuang LIU ; Luo BA ; Wenchao WANG ; Xing LU ; Min WANG ; Rui GUO ; Deyi SUN ; Liyuan TAO ; Li ZHU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(1):2-11
Objective:To investigate the concern about pollen broadcasting in Chinese population from multiple dimensions and to understand the information about allergic rhinitis (AR) in China by analyzing related factors.Methods:From March 1 to September 30, 2022, a large-scale multi-center cross-sectional survey was conducted based on the Questionnaire Star platform in 21 Chinese hospitals. A total of 7 056 subjects from 7 regions in China: Northeast, North, East, Central, South, Southwest, and Northwest China were included. Basic characteristics (including social demographic characteristics and disease characteristics of AR patients), concern about pollen broadcasting, the willingness of pollen-induced AR (PiAR) patients to receive pollen broadcasting, and the treatment satisfaction rate of AR patients were collected. The chi-square test, multivariate linear regression model, and Logistic regression analysis were used to analyze the concern about pollen broadcasting in the Chinese population and related factors from multiple dimensions.Results:Among 7 056 subjects, 23.02% were concerned about pollen broadcasting. Among 3 176 self-reported AR and 1 019 PiAR patients, 25.60% and 39.16% were concerned about pollen broadcasting, respectively, which was higher than that of non-AR or non-PiAR subjects ( χ2 value was 21.74 and 175.11, respectively, both P<0.001). Among AR patients, the proportion of spring and autumn allergen-positive patients concerned about pollen broadcasting was higher than that in perennial allergen-positive patients ( χ2 value was 20.90 and 19.51, respectively, both P<0.001). The proportion of AR patients with asthma, sinusitis, allergic conjunctivitis, and cardiovascular and cerebrovascular diseases was higher than those without complications ( χ2 value was 50.83, 21.97, 56.78, 7.62, respectively, all P<0.05). The proportion of AR patients in North China who could find pollen broadcasting locally was 31.01%, significantly higher than those in other regions (all P<0.05). Multivariate linear regression model analysis showed that among PiAR patients, those with higher per capita household income and higher AR disease cognition levels had been concerned about pollen broadcasting in the past, and those complicated with allergic conjunctivitis had stronger intention to receive pollen broadcasting (B value was 0.24, 0.13, 0.66, 0.47, respectively, all P<0.05). The higher the disease cognition level of PiAR patients, the stronger their willingness to actively participate in treatment ( R2=0.72, P<0.001). Only 18.89% of AR patients felt satisfied with the treatment effect. Logistic regression analysis showed that in AR patients, the treatment satisfaction rate was significantly higher among those concerned about pollen broadcasting compared to those who were not ( OR=1.83, P<0.001). Conclusions:Currently, the dissemination of pollen broadcasting in China is hindered by various factors such as disease cognition level. The treatment satisfaction among AR patients remains unsatisfactory.
3.Clinical application of parasacral artery perforator flap in the treatment of Pilonidal Sinus Diseases
Junhong LAN ; Zhaohong CHEN ; Yueying FAN ; Lu HAN ; Tao WANG ; Chiyu JIA ; Weiling HE
Chinese Journal of Gastrointestinal Surgery 2024;27(9):970-973
Objective:To investigate clinical efficacy of parasacral perforator flap (PPF) on postoperative wound healing in pilonidal sinus diseases (PSDs).Methods:The surgery steps were as follows: (1) To preoperatively detect parasacral perforator arteries with the handhold Doppler probe and mark them; (2) To remove the infected and necrotic tissues of PSDs completely; (3) To design the PPF according to the wound size and the parasacral perforator arteries' localization; (4) To harvest the flap from the gluteus maximus muscle surface and transfer it to the wound without tension. Several data were documented, including surgical duration, flap length, flap width, drainage tube placement duration, hospital stay, duration from operation to stitch removal, postsurgical complications and recurrence.Results:There were six patients with PSDs whose postoperative wound healing was repaired by PPF, admitted in our department from March 2021 to March 2023. Of them, five were male and one was female. Their median age was 24 (range: 18-33) years old. Their median surgical duration was 165 (range: 134-207) minutes, median length of PPF was 8 (range: 7-11) cm, median width of PPF was 3 (range: 3-4) cm, mean duration of drainage tube placement was 8 (range: 4-17) days, mean hospital stay was 13 (range: 6-23) days, mean duration from operation to stitch removal was 14 (range: 14-17) days, median follow-up time was 6-16 months. Incisions of all six cases achieved first-intention healing without early- or late-stage complications. No recurrence occurred during follow-up. All patients involved were satisfied with their clinical efficacy.Conclusion:The utility of PPF in postoperative wound healing of PPDs was effective, safe and reliable.
4.Clinical application of parasacral artery perforator flap in the treatment of Pilonidal Sinus Diseases
Junhong LAN ; Zhaohong CHEN ; Yueying FAN ; Lu HAN ; Tao WANG ; Chiyu JIA ; Weiling HE
Chinese Journal of Gastrointestinal Surgery 2024;27(9):970-973
Objective:To investigate clinical efficacy of parasacral perforator flap (PPF) on postoperative wound healing in pilonidal sinus diseases (PSDs).Methods:The surgery steps were as follows: (1) To preoperatively detect parasacral perforator arteries with the handhold Doppler probe and mark them; (2) To remove the infected and necrotic tissues of PSDs completely; (3) To design the PPF according to the wound size and the parasacral perforator arteries' localization; (4) To harvest the flap from the gluteus maximus muscle surface and transfer it to the wound without tension. Several data were documented, including surgical duration, flap length, flap width, drainage tube placement duration, hospital stay, duration from operation to stitch removal, postsurgical complications and recurrence.Results:There were six patients with PSDs whose postoperative wound healing was repaired by PPF, admitted in our department from March 2021 to March 2023. Of them, five were male and one was female. Their median age was 24 (range: 18-33) years old. Their median surgical duration was 165 (range: 134-207) minutes, median length of PPF was 8 (range: 7-11) cm, median width of PPF was 3 (range: 3-4) cm, mean duration of drainage tube placement was 8 (range: 4-17) days, mean hospital stay was 13 (range: 6-23) days, mean duration from operation to stitch removal was 14 (range: 14-17) days, median follow-up time was 6-16 months. Incisions of all six cases achieved first-intention healing without early- or late-stage complications. No recurrence occurred during follow-up. All patients involved were satisfied with their clinical efficacy.Conclusion:The utility of PPF in postoperative wound healing of PPDs was effective, safe and reliable.
5.Influencing factors for microvascular invasion in hepatocellular carcinoma and construction of nomogram model based on three-dimensional visualization
Guanbin LUO ; Chiyu CAI ; Lianyuan TAO ; Dongxiao LI ; Zhuangzhuang YAN ; Yanbo WANG ; Liancai WANG ; Zejun WEN ; Peigang NING ; Deyu LI
Chinese Journal of Digestive Surgery 2024;23(2):280-288
Objective:To investigate the influencing factors for microvascular invasion (MVI) in hepatocellular carcinoma based on three-dimensional visualization and the construction of its nomogram model.Methods:The retrospective cohort study method was conducted. The clinico-pathological data of 190 patients with hepatocellular carcinoma who were admitted to Henan University People′s Hospital from May 2018 to May 2021 were collected. There were 148 males and 42 females, aged (58±12)years. The 190 patients were randomly divided into the training set of 133 cases and the validation set of 57 cases by the method of random number table in the ratio of 7:3. The abdominal three-dimensional visualization system was used to characterize the tumor morphology and other imaging features. Observation indicators: (1) analysis of influencing factors for MVI in hepatocellular carcinoma; (2) construction and evaluation of nomogram model of MVI in hepatocellular carcinoma. Measurement data with normal distribution were expressed as Mean± SD, and independent sample t test was used for comparison between groups. Measurement data with skewed distribution were expressed as M( Q1, Q3), and non-parametric rank sum test was used for comparison between groups. Count data were expressed as absolute numbers, and the chi-square test was used for comparison between groups. Corresponding statistical methods were used for univariate analysis. Binary Logistic regression model was used for multivariate analysis. Receiver operator characteristic (ROC) curves were plotted, and the nomogram model was assessed by area under the curve (AUC), calibration curve, and decision curve. Results:(1) Analysis of influencing factors for MVI in hepatocellular carcinoma. Among 190 patients with hepatocellular carcinoma, there were 97 cases of positive MVI (including 63 cases in the training set and 34 cases in the validation set) and 93 cases of negative MVI (including 70 cases in the training set and 23 cases in the validation set). Results of multivariate analysis showed that alpha-fetoprotein, vascular endothelial growth factor, tumor volume, the number of tumors, and tumor morphology were independent factors affecting the MVI of patients with hepatocellular carcinoma ( odds ratio=5.06, 3.62, 1.00, 2.02, 2.59, 95% confidence interval as 1.61-15.90, 1.28-10.20, 1.00-1.01, 1.02-3.98, 1.03-6.52, P<0.05). (2) Construction and evaluation of nomogram model of MVI in hepatocellular carcinoma. The results of multivariate analysis were incorporated to construct a nomogram prediction model for MVI of hepatocellular carcinoma. ROC curves showed that the AUC of the training set of nomogram model was 0.85 (95% confidence interval as 0.79-0.92), the optimal fractional cutoff based on the Jordon′s index was 0.51, the sensitivity was 0.71, and the specificity was 0.84. The above indicators of validation set were 0.92 (95% confidence interval as 0.85-0.99), 0.50, 0.90, and 0.82, respectively. The higher total score of the training set suggested a higher risk of MVI in hepatocellular carcinoma. The calibration curves of both training and validation sets of nomogram model fitted well with the standard curves and have a high degree of calibration. The decision curve showed a high net gain of nomogram model. Conclusions:Alpha-fetoprotein, vascular endothelial growth factor, tumor volume, the number of tumors, and tumor morphology are independent influencing factors for MVI in patients with hepatocellular carcinoma. A nomogram model constructed based on three-dimensional visualized imaging features can predict MVI in hepatocellular carcinoma.
6.Biocompatibility of PTMC/PVP temperature-controlled shrinkage nanofiber membrane with mouse fibroblasts and its repairment effect on full-thickness skin defects in rats
Liping LIU ; Chiyu LI ; Tao YANG ; Shaoru WANG ; Yun LIU ; Guomin LIU ; Zhiqiang CHENG ; Yungang LUO ; Zhihui LIU
Journal of Jilin University(Medicine Edition) 2024;50(4):939-946
Objective:To discuss the effect of temperature-controlled shrinkage polytrimethylene carbonate(PTMC)/polyvinylpyrrolidone(PVP)nanofiber membrane on the biological behavior of mouse fibroblasts and the repairment effect on full-thickness skin defects in the rats,and to clarify the potential mechanism.Methods:The murine L929 fibroblast cells were used in the in vitro experiments and were divided into control group and experimental group(treated with PTMC/PVP nanofiber membranes).The proliferation activities of the cells in two groups were detected by CCK-8 assay;the numbers of live/dead cells in two groups were observed by live/dead cell staining;the morphology of the cells was observed by cytoskeletal staining.A total of 12 six-week-old male SD rats were selected in the in vivo experiment,and were randomly divided into control group and experimental group,and there were six rats in each group.The full-thickness skin defect model was established,and the rats in experimental group were treated with PTMC/PVP nanofiber membranes.The photographs were taken after operation,and the wound healing rates of the cells in two groups were calculated on the 0,3rd,6th,and 12th days.On the 6th and 12th days after operation,the skin samples around the wound of the rats in two groups were taken,and the histopathology of the would skin and adjacent tissue was detected by HE staining;the collagen deposition in wound skin tissue of the rats in two groups was observed by Masson trichrome staining;the numbers of angiogenesis in wound skin tissue of the rats were detected by CD31 immunohistochemical staining.Results:The CCK-8 assay results showed that the proliferation activity of the cells in experimental group showed an increasing trend on the 1st,3st,and 5st days,and there was no significant difference in the proliferation activities of the cells bewteen experimental group and control group(P>0.05).The live/dead cell staining experiment results showed that compared with control group,the cell density and number of the cells in experimental group had no significant changes,and were predominantly live cells.The cytoskeletal staining results showed that the cells in experimental and control groups appeared spindle-shaped and well-spread.In the in vivo experiments,on the 3rd,6th,and 12th days,compared with control group,the wound healing rates of the cells in experimental group were increased(P<0.01),and the wound healing rate of the cells was 95.45%on the 12th day,indicating nearly complete healing of the wound.The HE staining showed that on the 12th day,the wound skin structure of the cells in experimental group was more similar to the normal skin,and there was abundant granulation tissue,regular epidermal structure,and new blood vessel formation.The Masson trichrome staining results showed that compared with control group,the collagen deposition in wound tissue of the rats in experimental group was increased.The immunohistochemical staining results showed that the expression of CD31 in wound tissue of the rats in experimental group was increased,indicating the increasing of the number of angiogenesis.Conclusion:The PTMC/PVP thermoresponsive nanofiber membranes exhibit good biocompatibility and can promote the repairment of full-thickness skin defects in the rats;its mechanism may be related to the enhancement of proliferation activity of the basal cells.
7.Analysis of the efficacy of transnasal endoscopic annulus of zinn area decompression in the treatment of dysthyroid optic neuropathy
Zhidi ZHANG ; Yi WANG ; Jichao ZHOU ; Yali DU ; Weini HU ; Chiyu XU ; Yinghong ZHANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(12):1198-1205
Objective:To evaluate the early efficacy and safety of transnasal endoscopic decompression in the annulus of zinn (AZ) region for refractory dysthyroid optic neuropathy (DON) and to preliminarily analyze the correlated factors of postoperative visual function outcome.Methods:From July 2021 to January 2023, 35 patients (56 eyes) with DON who received AZ area decompression in Peking University Third Hospital were included retrospectively, including 9 males (13 eyes) and 26 females (43 eyes), aging (52.2±12.0) years. Among them, 35 eyes underwent two-wall (medial and inferior) orbital decompression using an endonasal endoscopic approach, while 21 eyes received three-wall (medial, lateral, and inferior) orbital decompression through a combined approach. Key parameters such as best corrected visual acuity (BCVA), visual field (MD value), eyeball prominence, intraocular pressure, and complications were recorded. Postoperative data were collected one month after surgery. The statistical analysis was performed using paired t-test and Spearman correlation analysis. Results:Significant outcomes were observed post surgery in BCVA, visual field, intraocular pressure and proptosis ( t value was 8.37, 6.17, 4.50, and 9.20, respectively, all P<0.001). The reduction in proptosis was statistically significant between the 2-wall and 3-wall orbital decompression groups ( t=-2.82, P=0.007). Changes in BCVA, visual field, and intraocular pressure before and after surgery was greater in the 3-wall orbital decompression group compared to 2-wall orbital decompression group, although the difference was not statistically significant (all P>0.05). Change in postoperative visual acuity and visual field was significantly positively correlated with preoperative visual acuity and preoperative visual field (all P<0.001). Similarly, change in intraocular pressure and proptosis was positively correlated with preoperative intraocular pressure and preoperative protrusion (all P<0.001). Preoperative diplopia was reported in seven patients (20.0%), and two new cases (5.7%) were noted post-operation, which resolved within 3 months after surgery. Conclusions:Endoscopic endonasal decompression of the AZ area is a safe and effective surgical treatment for DON, with notable improvements in BCVA. Furthermore, three-orbital wall decompression seems to yield better outcomes in terms of eye retraction.
8.A multi-center observation of the therapeutic efficacy of Bencycloquidium bromide in the treatment of seasonal allergic rhinitis with predominant symptoms of rhinorrhea.
Weini HU ; Tianhong ZHANG ; Yinghong ZHANG ; Chao MENG ; Lifeng XIE ; Yu SONG ; Chen DU ; Chiyu XU ; Yali DU ; Qiang ZUO ; Fengyang AN ; Yuhui WANG ; Cuida MENG ; Lei ZHANG ; Dongdong ZHU ; Li ZHU
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(7):550-555
Objective:To observe the efficacy and safety of the M receptor antagonist Bencycloquidium bromide nasal spray in treatment of seasonal allergic rhinitis with runny nose as the main symptom. Methods:From August 2021 to September 2021, 134 patients with seasonal allergic rhinitis were enrolled in the otolaryngology Outpatient Department of Peking University Third Hospital, First Affiliated Hospital of Harbin Medical University and China-Japanese Friendship Hospital of Jilin University, including 71 males and 63 females, with a median age of 38 years. TNSS score and visual analogue scale(VAS) of total nasal symptoms were observed during 2 weeks of treatment with Bencycloquidium bromide nasal spray. Results:TNSS score decreased from (8.89±3.31) on day 0 to (3.71±2.51) on day 14(P<0.001), VAS score of nasal symptoms decreased from (24.86±7.40) on day 0 to (6.84±5.94) on day 14(P<0.001), VAS score of rhinorrhoea decreased from (6.88±2.06) on day 0 to (1.91±1.81) on day 14(P<0.001). Rhinoconjunctivitis quality of life questionnaire(RQLQ) score decreased from (94.63±33.35) on day 0 to (44.95±32.28) on day 14(P<0.001). The incidence of adverse reaction was low and no serious adverse events occurred during the whole experiment. Conclusion:Bencycloquidium bromide nasal spray has significant efficacy and good safety in the treatment of seasonal allergic rhinitis.
Male
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Female
;
Humans
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Adult
;
Rhinitis, Allergic, Seasonal/drug therapy*
;
Nasal Sprays
;
Quality of Life
;
Administration, Intranasal
;
Rhinorrhea
;
Double-Blind Method
;
Treatment Outcome
;
Rhinitis, Allergic/drug therapy*
9.Analysis of influencing factors and construction of predictive nomogram on 15-minute retention rate of indocyanine green in hepatocellular carcinoma
Chiyu CAI ; Guanbin LUO ; Lianyuan TAO ; Dongxiao LI ; Yujin PAN ; Zhuangzhuang YAN ; Yanbo WANG ; Yingkun CHE ; Liancai WANG ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2023;29(7):516-521
Objective:To analyze the influencing factors of abnormal 15-minute retention rate of indocyanine green (ICG R15) (≥10%) in patients with hepatocellular carcinoma, and to construct a nomogram model, and to evaluate the prediction efficiency of the nomogram model.Methods:The clinical data of 190 patients with hepatocellular carcinoma in Zhengzhou University People's Hospital from December 2017 to June 2022 were retrospectively analyzed, including 148 males and 42 females, aged (57.8±9.9) years. According to ICG R15, the patients were divided into ICG R15 normal group ( n=134, ICG R15<10%) and ICG R15 abnormal group ( n=56, ICG R15≥10%). Univariate and multivariate logistic regression were used to analyze the influencing factors of abnormal ICG R15, and the nomogram model was established. The predictive ability of the model was evaluated by receiver operating characteristic (ROC) curve and C-index, and the model was verified by calibration curve and decision analysis curve. Results:Abnormal ICG R15 group the proportion of liver cirrhosis, albumin ≤35 g/L, hemoglobin ≤110 g/L, platelet count ≤100×10 9/L, prothrombin time >13 s, alanine aminotransferase >40 U/L, aspartate aminotransferase >40 U/L, total bilirubin >34.2 μmol/L, and the largest tumor diameter >5.0 cm, spleen volume >383.1 cm 3, spleen volume to of non-tumor liver volume (SNLR) >0.276 and liver tumor volume >117.2 cm 3 were higher than that of ICG R15 normal group, and the differences were statistically significant (all P<0.05). Logistic regression analysis showed that liver cirrhosis ( OR=3.89, 95% CI: 1.28-11.80, P=0.016), spleen volume >383.1 cm 3( OR=5.17, 95% CI: 1.38-19.38, P=0.015), SNLR >0.276 ( OR=5.54, 95% CI: 1.44-21.26, P=0.013) and total bilirubin >34.2 μmol/L( OR=10.20, 95% CI: 1.88-55.39, P=0.007) increased the risk of abnormal ICG R15. A nomogram model was constructed based on the above risk factors. The C-index of the model was 0.915 (95% CI: 0.872-0.957), and the area under the ROC curve predicted by the nomogram model was 0.915 (95% CI: 0.871-0.958). The calibration curve showed that the correlation index of the abnormal ICG R15 predicted by the nomogram was similar to actual situation. Decision analysis curve showed high returns. Conclusion:Liver cirrhosis, spleen volume >383.1 cm 3, SNLR>0.276 and total bilirubin >34.2 μmol/L were indepentlent risk factors for abnormal ICG R15 in patients with hepatocellur carcinoma. The clinical prediction model of ICG R15 abnormality constructed by nomogram has good prediction efficiency, which can provide a reference for evaluating preoperative liver reserve function of patients with hepatocellular carcinoma.
10.Bioinformatic analysis for potential biological processes and key targets of heart failure-related stroke
LIU CHIYU ; CHEN SIXU ; ZHANG HAIFENG ; CHEN YANGXIN ; GAO QINGYUAN ; CHEN ZHITENG ; LIU ZHAOYU ; WANG JINGFENG
Journal of Zhejiang University. Science. B 2021;22(9):718-732
This study aimed to uncover underlying mechanisms and promising intervention targets of heart failure (HF)-related stroke. HF-related dataset GSE42955 and stroke-related dataset GSE58294 were obtained from the Gene Expression Omnibus (GEO) database. Weighted gene co-expression network analysis (WGCNA) was conducted to identify key modules and hub genes. Gene Ontology (GO) and pathway enrichment analyses were performed on genes in the key modules. Genes in HF-and stroke-related key modules were intersected to obtain common genes for HF-related stroke, which were further intersected with hub genes of stroke-related key modules to obtain key genes in HF-related stroke. Key genes were functionally annotated through GO in the Reactome and Cytoscape databases. Finally, key genes were validated in these two datasets and other datasets. HF-and stroke-related datasets each identified two key modules. Functional enrichment analysis indicated that protein ubiquitination, Wnt signaling, and exosomes were involved in both HF-and stroke-related key modules. Additionally, ten hub genes were identified in stroke-related key modules and 155 genes were identified as common genes in HF-related stroke. OTU deubiquitinase with linear linkage specificity (OTULIN) and nuclear factor interleukin 3-regulated (NFIL3) were determined to be the key genes in HF-related stroke. Through functional annotation, OTULIN was involved in protein ubiquitination and Wnt signaling, and NFIL3 was involved in DNA binding and transcription. Importantly, OTULIN and NFIL3 were also validated to be differentially expressed in all HF and stroke groups. Protein ubiquitination, Wnt signaling, and exosomes were involved in HF-related stroke. OTULIN and NFIL3 may play a key role in HF-related stroke through regulating these processes, and thus serve as promising intervention targets.

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