1.Bioinformatics analysis of VCAN as a key target in colorectal cancer cisplatin resistance
Jingxian Li ; Huiguang Chen ; Jianze Wu ; Dequan Wang ; Zhifen Chen ; Qingming Wu
Acta Universitatis Medicinalis Anhui 2025;60(4):624-633
Objective :
To predict and validate key targets for cisplatin(DDP) resistance in colorectal cancer(CRC) to provide more options for precision medicine in clinical treatment.
Methods:
Differentially expressed genes(DEGs) between normal colonic mucosa and CRC were screened from the gene expression omnibus(GEO) database. Key genes were identified using the STRING database and Cytoscape software. DEGs were subjected to enrichment analysis using the gene ontology(GO) and kyoto encyclopedia of genes and genomes(KEGG) databases. Key targets were validated through RNA-seq, qRT-PCR, and Western blot. The versican(VCAN) gene overexpression vector was transfected into human ileocecal colorectal adenocarcinoma cell line HCT8, and cell viability was assessed using the CCK-8 assay. Flow cytometry was used to assess apoptosis and cell cycle distribution. qRT-PCR and Western blot were performed to detect mRNA and protein levels of the target genes.
Results :
In this study, 118 upregulated DEGs and 146 downregulated DEGs were identified from the GEO database. DEGs were mainly enriched in extracellular matrix degradation, extracellular matrix organization, and the phosphoinositide 3-kinase(PI3K)-protein kinase B(AKT) signaling pathway. Based on protein-protein interaction network analysis, 20 hub genes were identified. By comparing the transcriptome sequencing results of the HCT8 parental strain and DDP-resistant strain, the VCAN gene was further selected. In CRC tissues, the expression level of VCAN was higher than that in normal colonic mucosa, and patients with high VCAN expression had shorter overall survival(OS) and recurrence free survival(RFS) times. Overexpression of VCAN in CRC cells promoted cell proliferation(P<0.05), increased resistance to DDP, reduced DDP-induced apoptosis(P<0.05), and G0/G1phase arrest(P<0.05); upregulation of VCAN activated the protein kinase B(AKT)-mammalian target of rapamycin(mTOR) signaling pathway.
Conclusion
Bioinformatics and transcriptome sequencing identified VCAN as a key target gene for DDP resistance in CRC, potentially promoting CRC progression and DDP resistance by regulating the AKT-mTOR pathway.
2.The influence of two-way referral model on treatment and prognosis of patients with chronic heart failure
Yijun SUN ; Xinyu ZHANG ; Yue HU ; Zongwei LIN ; Jie XIAO ; Peng LI ; Xin ZHAO ; Huafang ZHANG ; Bo QIN ; Dequan JIA ; Tao ZHANG ; Jian MA ; Hongping CHEN ; Chunju ZHANG ; Xinwei GENG ; Kaiyan ZHANG ; Man ZHENG ; Fenglei ZHANG ; Yan LANG ; Hegong HOU ; Peng LIU ; Haifeng JIA ; Jianjun LU ; Kai ZHAO ; Hui ZHAO ; Jiechang XU ; Mi ZHANG ; Xiuxin LI ; Dongxia ZHANG ; Lin ZHONG ; Hui ZHAO ; Fangfang LIU ; Yan LIU ; Dongxia MIAO ; Chengwei WANG ; Hui ZHANG ; Chen WANG ; Fen WANG ; Xuejuan ZHANG ; Huixia LYU ; Xiaoping JI
Chinese Journal of Cardiology 2025;53(11):1244-1253
Objective:To explore the impact of the two-way referral model on compliance and prognosis in patients with heart failure.Methods:This bidirectional cohort study enrolled chronic heart failure (CHF) patients treated at Qilu Hospital of Shandong University or designated primary hospitals between March 2018 and March 2022. Patients were categorized into two groups based on referral status: two-way referral group (participating in the referral model with≥1 follow-up visit at primary hospitals) and the core hospital group (receiving treatment and follow-up exclusively at Qilu Hospital). Baseline clinical characteristics were collected and compared between groups. Patients underwent followed-up, with primary endpoints including follow-up rate, drug (β-blockers, angiotension converting enzyme inhibitor (ACEI)/angiotensin Ⅱ receptor blockers (ARB)/angiotensin receptor-neprilysin inhibitor (ARNI), sodium-glucose cotransporter 2 inhibitors and mineralocorticoid receptor antagonists) utilization rate and target dose achievement rate. Secondary endpoints encompassed changes from baseline in left ventricular ejection fraction (LVEF), left ventricular end-diastolic diameter (LVEDd), and N-terminal pro-brain natriuretic peptide (NT-proBNP), plus cardiovascular mortality and heart failure rehospitalization. Generalized linear mixed models analyzed longitudinal trends in LVEF, LVEDd, and NT-proBNP levels. Kaplan-Meier curves and Cox regression evaluated LVEF recovery rates, supplemented by subgroup analyses. Multivariate logistic regression was used to identify factors influencing target dose achievement rate for β-blockers and ACEI/ARB/ARNI therapies in CHF patients.Results:A total of 357 patients were enrolled, aged 53 (41, 63) years, including 256 males (71.7%). 157 patients were in the two-way referral group and 200 patients in the core hospital-treated group. Compared with the core hospital-treated group, the two-way referral group had lower baseline LVEF (28 (22, 34)% vs. 31 (23, 36)%, P=0.021) and systolic blood pressure (116 (104, 125) mmHg vs. 121 (109, 134) mmHg (1 mmHg=0.133 kPa), P=0.010). The 12-month follow-up rate of the two-way referral group was higher than the core hospital-treated group (73.8% vs. 56.0%, P=0.004). No significant between-group differences were observed in drug utilization rate of β-blockers, ACEI/ARB/ARNI, or sodium-glucose cotransporter 2 inhibitors during follow-up (all P>0.05), while mineralocorticoid receptor antagonists use showed a declining trend in both groups. Although the core hospital-treated group had higher target dose achievement rates for β-blockers (65.4% vs. 49.3%, P=0.042) and ACEI/ARB/ARNI (79.8% vs. 65.8%, P=0.046) than the two-way referral group, multivariate logistic regression indicated that the two-way referral model was not a negative predictor for these outcomes (all P>0.05). Both groups showed improved NT-proBNP, LVEDd, and LVEF from baseline (all P<0.001) with no significant difference in trends between groups (all P>0.05). There was no significant difference in the composite incidence (7.6% vs. 6.5%, P=0.674) and cumulative incidence (log-rank P=0.684) of cardiovascular death and heart failure rehospitalization at 12 months between two groups. Conclusion:The two-way referral model demonstrates advantages in improving medication adherence, drug utilization rates, and targetdoseachievement rates among CHF patients. This model not only promotes cardiac functional recovery but also reduces risks of cardiovascular mortality and heart failure rehospitalization, achieving comparable therapeutic and management outcomes to those observed in core hospital-treated patients.
3.Impact of health literacy on self-management in postoperative chemotherapy patients with colorectal cancer: the chain-mediated effects of coping style and fear of progression
Yue SUN ; Dequan WU ; Wenqian CAI ; Bo LIU ; Jiao CHEN
Chinese Journal of Practical Nursing 2025;41(15):1129-1136
Objective:To explore the mediating role of coping style and fear of disease progression between health literacy and self-management in postoperative chemotherapy patients with colorectal cancer. It provided a theoretical basis for improving the self-management ability of postoperative chemotherapy patients with colorectal cancer.Methods:Convenience sampling method was used to select postoperative chemotherapy patients with colorectal cancer admitted to the Second Affiliated Hospital of Anhui Medical University from October 2023 to May 2024, and a cross-sectional survey was conducted using Health Literacy Management Scale, Medical Coping Modes Scale, Fear of Progression Questionnaire-Short Form, and Cancer Patient Self-Management Assessment Scale.Results:A total of 229 questionnaires were distributed, of which 220 were returned as valid questionnaires, including 142 males and 78 females, aged (60.05 ± 10.14) years. The total health literacy score was (85.30 ± 9.45) points and self-management score was (150.36 ± 14.10) points among patients undergoing postoperative chemotherapy for colorectal cancer. Self-management was positively correlated with health literacy and facing ( r=0.576, 0.525, both P<0.01), while negatively correlated with avoidance, yielding, and fear of disease progression ( r=-0.660, -0.616, -0.566, all P<0.01). The mediation model showed that facing coping style and fear of disease progression had a chained mediation effect of 0.050 between health literacy and self-management, accounting for 8.36% of the total effect. Conclusions:Self-management in patients with postoperative chemotherapy for colorectal cancer was moderately low. The chain mediating role of coping style and fear of disease progression between health literacy and self-management in postoperative chemotherapy patients with colorectal cancer was established. Nursing staff should strengthen health education for postoperative chemotherapy patients with colorectal cancer, guide patients to face the disease positively, reduce fear, and promote patient self-management.
4.Study on the influence of definition methods of different isocenter at location stage with CT simulation on the quality of postoperative radiotherapy plan for high-grade gliomas
Bo SUN ; Xingyu CHEN ; Fang LIU ; Dequan PANG ; Qingnan WU ; Yuyan YANG ; Jidong WANG
China Medical Equipment 2025;22(1):7-12
Objective:To compare the influence of definition methods of different isocenter on postoperative volumetric modulated arc therapy (VMAT) plans for patients with high-grade glioma (HGG),and to explore the feasibility of determining the treatment isocenter at location stage of computed tomography (CT) simulation system (CT-Sim). Methods:A total of 30 HGG patients who received radiotherapy after surgery in Peking University International Hospital from September 1,2021 to December 31,2022 were selected. 4 kinds of methods,which included center of mass (CT-COM) of target region of tumor bed was delineated by CT-Sim location stage,geometric center of target region of treatment plan system (TPS-Geo),whole brain geometric center of treatment plan system (TPS-Head) and center of mass of target region of TPS (TPS-COM),were respectively adopted to definite treatment isocenter for each patient,and they were respectively set as CT-COM group,TPS-Geo group,TPS-Head group and TPS-COM group to design 4 groups of VMAT treatment. The parameters included dose,conformity index (CI),uniformity index (HI) and machine unite (MU) among 4 groups of target region and organ at risk (OAR) were compared. Results:The doses of target region and OAR of four groups were similar,and all of them can meet the requirements of clinical dosimetry and clinical OAR dose limitation,without statistically significant differences (P>0.05). The covered volumes that brain tissues received 10,20,30,40 and 50 Gy doses in CT-COM group,TPS-Geo group and TPS-COM group closed to the maximum dose,the maximum dose of 2% volume and mean dose (Dmax,D2%,Dmean) of brainstem,bilateral lens,optic chiasm,bilateral optic nerve and pituitary gland. The V10,V20,V30 of brain tissue,and Dmax,D2%,and Dmean of brainstem in TPS-Head group were slightly higher than those in other three groups,and the Dmean of lens,and Dmax,D2% and Dmean of optic nerve at health side of TPS-Head group were slightly lower than those of other three groups,without statistically significant differences (P>0.05). Conclusion:The four VMAT plans of defining the treatment isocenter can meet the clinical dosimetric requirements,and can determine the isocenter at CT-Sim location stage,which can effectively avoid the occurrence of errors in the reduction of radiotherapy,and increase precision of delivery of radiotherapy dose,and enhance effective utilization rate of equipment.
5.Study on the influence of definition methods of different isocenter at location stage with CT simulation on the quality of postoperative radiotherapy plan for high-grade gliomas
Bo SUN ; Xingyu CHEN ; Fang LIU ; Dequan PANG ; Qingnan WU ; Yuyan YANG ; Jidong WANG
China Medical Equipment 2025;22(1):7-12
Objective:To compare the influence of definition methods of different isocenter on postoperative volumetric modulated arc therapy (VMAT) plans for patients with high-grade glioma (HGG),and to explore the feasibility of determining the treatment isocenter at location stage of computed tomography (CT) simulation system (CT-Sim). Methods:A total of 30 HGG patients who received radiotherapy after surgery in Peking University International Hospital from September 1,2021 to December 31,2022 were selected. 4 kinds of methods,which included center of mass (CT-COM) of target region of tumor bed was delineated by CT-Sim location stage,geometric center of target region of treatment plan system (TPS-Geo),whole brain geometric center of treatment plan system (TPS-Head) and center of mass of target region of TPS (TPS-COM),were respectively adopted to definite treatment isocenter for each patient,and they were respectively set as CT-COM group,TPS-Geo group,TPS-Head group and TPS-COM group to design 4 groups of VMAT treatment. The parameters included dose,conformity index (CI),uniformity index (HI) and machine unite (MU) among 4 groups of target region and organ at risk (OAR) were compared. Results:The doses of target region and OAR of four groups were similar,and all of them can meet the requirements of clinical dosimetry and clinical OAR dose limitation,without statistically significant differences (P>0.05). The covered volumes that brain tissues received 10,20,30,40 and 50 Gy doses in CT-COM group,TPS-Geo group and TPS-COM group closed to the maximum dose,the maximum dose of 2% volume and mean dose (Dmax,D2%,Dmean) of brainstem,bilateral lens,optic chiasm,bilateral optic nerve and pituitary gland. The V10,V20,V30 of brain tissue,and Dmax,D2%,and Dmean of brainstem in TPS-Head group were slightly higher than those in other three groups,and the Dmean of lens,and Dmax,D2% and Dmean of optic nerve at health side of TPS-Head group were slightly lower than those of other three groups,without statistically significant differences (P>0.05). Conclusion:The four VMAT plans of defining the treatment isocenter can meet the clinical dosimetric requirements,and can determine the isocenter at CT-Sim location stage,which can effectively avoid the occurrence of errors in the reduction of radiotherapy,and increase precision of delivery of radiotherapy dose,and enhance effective utilization rate of equipment.
6.Impact of health literacy on self-management in postoperative chemotherapy patients with colorectal cancer: the chain-mediated effects of coping style and fear of progression
Yue SUN ; Dequan WU ; Wenqian CAI ; Bo LIU ; Jiao CHEN
Chinese Journal of Practical Nursing 2025;41(15):1129-1136
Objective:To explore the mediating role of coping style and fear of disease progression between health literacy and self-management in postoperative chemotherapy patients with colorectal cancer. It provided a theoretical basis for improving the self-management ability of postoperative chemotherapy patients with colorectal cancer.Methods:Convenience sampling method was used to select postoperative chemotherapy patients with colorectal cancer admitted to the Second Affiliated Hospital of Anhui Medical University from October 2023 to May 2024, and a cross-sectional survey was conducted using Health Literacy Management Scale, Medical Coping Modes Scale, Fear of Progression Questionnaire-Short Form, and Cancer Patient Self-Management Assessment Scale.Results:A total of 229 questionnaires were distributed, of which 220 were returned as valid questionnaires, including 142 males and 78 females, aged (60.05 ± 10.14) years. The total health literacy score was (85.30 ± 9.45) points and self-management score was (150.36 ± 14.10) points among patients undergoing postoperative chemotherapy for colorectal cancer. Self-management was positively correlated with health literacy and facing ( r=0.576, 0.525, both P<0.01), while negatively correlated with avoidance, yielding, and fear of disease progression ( r=-0.660, -0.616, -0.566, all P<0.01). The mediation model showed that facing coping style and fear of disease progression had a chained mediation effect of 0.050 between health literacy and self-management, accounting for 8.36% of the total effect. Conclusions:Self-management in patients with postoperative chemotherapy for colorectal cancer was moderately low. The chain mediating role of coping style and fear of disease progression between health literacy and self-management in postoperative chemotherapy patients with colorectal cancer was established. Nursing staff should strengthen health education for postoperative chemotherapy patients with colorectal cancer, guide patients to face the disease positively, reduce fear, and promote patient self-management.
7.The influence of two-way referral model on treatment and prognosis of patients with chronic heart failure
Yijun SUN ; Xinyu ZHANG ; Yue HU ; Zongwei LIN ; Jie XIAO ; Peng LI ; Xin ZHAO ; Huafang ZHANG ; Bo QIN ; Dequan JIA ; Tao ZHANG ; Jian MA ; Hongping CHEN ; Chunju ZHANG ; Xinwei GENG ; Kaiyan ZHANG ; Man ZHENG ; Fenglei ZHANG ; Yan LANG ; Hegong HOU ; Peng LIU ; Haifeng JIA ; Jianjun LU ; Kai ZHAO ; Hui ZHAO ; Jiechang XU ; Mi ZHANG ; Xiuxin LI ; Dongxia ZHANG ; Lin ZHONG ; Hui ZHAO ; Fangfang LIU ; Yan LIU ; Dongxia MIAO ; Chengwei WANG ; Hui ZHANG ; Chen WANG ; Fen WANG ; Xuejuan ZHANG ; Huixia LYU ; Xiaoping JI
Chinese Journal of Cardiology 2025;53(11):1244-1253
Objective:To explore the impact of the two-way referral model on compliance and prognosis in patients with heart failure.Methods:This bidirectional cohort study enrolled chronic heart failure (CHF) patients treated at Qilu Hospital of Shandong University or designated primary hospitals between March 2018 and March 2022. Patients were categorized into two groups based on referral status: two-way referral group (participating in the referral model with≥1 follow-up visit at primary hospitals) and the core hospital group (receiving treatment and follow-up exclusively at Qilu Hospital). Baseline clinical characteristics were collected and compared between groups. Patients underwent followed-up, with primary endpoints including follow-up rate, drug (β-blockers, angiotension converting enzyme inhibitor (ACEI)/angiotensin Ⅱ receptor blockers (ARB)/angiotensin receptor-neprilysin inhibitor (ARNI), sodium-glucose cotransporter 2 inhibitors and mineralocorticoid receptor antagonists) utilization rate and target dose achievement rate. Secondary endpoints encompassed changes from baseline in left ventricular ejection fraction (LVEF), left ventricular end-diastolic diameter (LVEDd), and N-terminal pro-brain natriuretic peptide (NT-proBNP), plus cardiovascular mortality and heart failure rehospitalization. Generalized linear mixed models analyzed longitudinal trends in LVEF, LVEDd, and NT-proBNP levels. Kaplan-Meier curves and Cox regression evaluated LVEF recovery rates, supplemented by subgroup analyses. Multivariate logistic regression was used to identify factors influencing target dose achievement rate for β-blockers and ACEI/ARB/ARNI therapies in CHF patients.Results:A total of 357 patients were enrolled, aged 53 (41, 63) years, including 256 males (71.7%). 157 patients were in the two-way referral group and 200 patients in the core hospital-treated group. Compared with the core hospital-treated group, the two-way referral group had lower baseline LVEF (28 (22, 34)% vs. 31 (23, 36)%, P=0.021) and systolic blood pressure (116 (104, 125) mmHg vs. 121 (109, 134) mmHg (1 mmHg=0.133 kPa), P=0.010). The 12-month follow-up rate of the two-way referral group was higher than the core hospital-treated group (73.8% vs. 56.0%, P=0.004). No significant between-group differences were observed in drug utilization rate of β-blockers, ACEI/ARB/ARNI, or sodium-glucose cotransporter 2 inhibitors during follow-up (all P>0.05), while mineralocorticoid receptor antagonists use showed a declining trend in both groups. Although the core hospital-treated group had higher target dose achievement rates for β-blockers (65.4% vs. 49.3%, P=0.042) and ACEI/ARB/ARNI (79.8% vs. 65.8%, P=0.046) than the two-way referral group, multivariate logistic regression indicated that the two-way referral model was not a negative predictor for these outcomes (all P>0.05). Both groups showed improved NT-proBNP, LVEDd, and LVEF from baseline (all P<0.001) with no significant difference in trends between groups (all P>0.05). There was no significant difference in the composite incidence (7.6% vs. 6.5%, P=0.674) and cumulative incidence (log-rank P=0.684) of cardiovascular death and heart failure rehospitalization at 12 months between two groups. Conclusion:The two-way referral model demonstrates advantages in improving medication adherence, drug utilization rates, and targetdoseachievement rates among CHF patients. This model not only promotes cardiac functional recovery but also reduces risks of cardiovascular mortality and heart failure rehospitalization, achieving comparable therapeutic and management outcomes to those observed in core hospital-treated patients.
8.The application effect of remazolam besylate in elderly hip fracture surgery and its impact on anesthesia recovery quality and bone metabolism indicators
Dequan ZHENG ; Qin HE ; Minxi CHEN ; Tanshou CHEN
Journal of Chinese Physician 2024;26(2):201-204
Objective:To explore the application effect of remazolam besylate in elderly hip fracture surgery and its impact on anesthesia recovery quality and bone metabolism indicators.Methods:A total of 100 elderly patients with hip fractures admitted to Ningde Hospital from January 2021 to April 2022 were selected, all of whom underwent hip replacement surgery. According to the random number table method, they were divided into an observation group ( n=50) and a control group ( n=50). We observed the use of drugs such as remifentanil besylate combined with sufentanil for anesthesia induction and remifentanil combined with other drugs for anesthesia maintenance; The control group received anesthesia induction with drugs such as midazolam combined with sufentanil, and anesthesia maintenance with drugs such as remifentanil. Comparisons were made between the analgesic effects of anesthesia, the quality of anesthesia recovery, and the levels of hemodynamic and bone metabolism indicators at different time points between the two groups. Results:The postoperative recovery time, eye opening time, and extubation time of the observation group were shorter than those of the control group (all P<0.05); The total incidence of restlessness and coughing was lower in the control group than in the control group ( P<0.05); There was no statistically significant difference in the levels of serum osteocalcin (BGP), parathyroid hormone (PTH), and bone alkaline phosphatase (BALP) between the two groups after treatment (all P>0.05); The heart rate (HR) and mean arterial pressure (MAP) of the observation group during skin cutting (T 2) and 5 minutes after extubation (T 3) were lower than those of the control group (all P<0.05), and SpO 2 was higher than that of the control group ( P<0.05). The excellent rate of anesthesia and analgesic effect in the observation group was significantly higher than that in the control group ( P<0.05). Conclusions:Remazolam besylate has a good clinical effect in hip surgery, and the quality of anesthesia recovery is relatively high, but it has little effect on the postoperative bone metabolism indicators.
9.Mismatch ratio in CT perfusion and diffusion weighted imaging to evaluate the lesion outcome of acute ischemic stroke patients
Yanjun XIE ; Dequan CHEN ; Jing PENG ; Xingpan YOU ; Yu CAI ; Bin GUAN ; Yuan YU ; Lidan YANG
Journal of Practical Radiology 2024;40(7):1043-1047
Objective To investigate the influencing factors of Mismatch ratio in computed tomography perfusion(CTP)and dif-fusion weighted imaging(DWI)to assess the lesion outcome after treatment in patients with acute ischemic stroke(AIS).Methods Whether there were any differences in clinical and imaging data of AIS patients were analyzed retrospectively between the Mismatch ratio>1.2 group and the Mismatch ratio≤1.2 group,and between the hemorrhagic transformation group and the non-hemorrhagic transformation group.Results The age of onset and National Institutes of Health Stroke Scale(NIHSS)score of AIS patients in the group with Mismatch ratio>1.2 were greater than those in the group with Mismatch ratio≤1.2.The Mismatch ratio>1.2 group had lower incidence of hyperlipidemia,new infarct foci,and higher hypercoagulability,cerebral hemorrhage,as well as large cerebral infarction.The NIHSS score was higher in the hemorrhagic transformation group than the non-hemorrhagic transformation group,and the incidence of large cerebral infarction and digital subtraction angiography(DSA)thrombectomy was higher in the former than in the latter.Multifactorial logistic analysis showed that age,NIHSS score,and hyperlipidemia were independent risk factors for AIS patients with Mismatch ratio>1.2 and large cerebral infarction was an independent risk factor for hemorrhagic transformation.Conclusion The Mismatch ratio in CTP is correlated with age,NIHSS score,and hyperlipidemia in patients with AIS and large cerebral infarction is correlated with hemorrhagic transformation.
10.Analysis on influencing factors in fatigue status changes in patients with tumor radiotherapy
Feiran WANG ; Hongyu CHEN ; Dequan PANG
Chongqing Medicine 2024;53(18):2730-2734
Objective To explore the changes of fatigue status before and after radiotherapy in tumor patients and its influencing factors.Methods A total of 150 tumor patients with radiotherapy in the radiother-apy department of this hospital from February to September 2023 were selected as the study subjects.The general data questionnaire and the Multidimensional Fatigue Scale (MFI-20) were adopted to conduct the sur-vey.The fatigue scores and the changes in autonomic nervous function were compared between before and af-ter radiotherapy.The multifactor logistic regression was applied to analyze the influencing factors of changes in fatigue status.Results Compared with before radiotherapy,the average fatigue scores after radiotherapy were higher[(63.99±14.54)points vs. (52.75±17.18)points],low frequency (LF),and high frequency (HF),total power (TP),time domain indicators sinus heart beat RR interval standard deviation (SDNN) and the root-mean-square value of the difference between adjacent NN interval (rMSSD) were lower,LF/HF was higher,and the differences were statistically significant (P<0.05).The univariate analysis results showed that the fatigue situation had statistical difference among the patients with different clinical stages,chronic dis-ease history,pain scores,hemoglobin,lymphocyte,WBC and heart rate variability (HRV,P<0.05).The mul-tivariate logistic regression analysis results showed that the decrease of hemoglobin,WBC and HRV were the independent risk factors of fatigue aggravation (P<0.05).Conclusion It is necessary to guide the clinic to conduct the intervention on the influencing factors aggravating fatigue to improve the outcome of the patients with tumor.


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