1.Exploration and validation of optimal cut-off values for tPSA and fPSA/tPSA screening of prostate cancer at different ages
Xiaomin LIU ; Hongyuan DUAN ; Dongqi ZHANG ; Chong CHEN ; Yuting JI ; Yunmeng ZHANG ; Zhuowei FENG ; Ya LIU ; Jingjing LI ; Yu ZHANG ; Chenyang LI ; Yacong ZHANG ; Lei YANG ; Zhangyan LYU ; Fangfang SONG ; Fengju SONG ; Yubei HUANG
Chinese Journal of Oncology 2024;46(4):354-364
Objective:To determine the total and age-specific cut-off values of total prostate specific antigen (tPSA) and the ratio of free PSA divided total PSA (fPSA/tPSA) for screening prostate cancer in China.Methods:Based on the Chinese Colorectal, Breast, Lung, Liver, and Stomach cancer Screening Trial (C-BLAST) and the Tianjin Common Cancer Case Cohort (TJ4C), males who were not diagnosed with any cancers at baseline since 2017 and received both tPSA and fPSA testes were selected. Based on Cox regression, the overall and age-specific (<60, 60-<70, and ≥70 years) accuracy and optimal cut-off values of tPSA and fPSA/tPSA ratio for screening prostate cancer were evaluated with time-dependent receiver operating characteristic curve (tdROC) and area under curve (AUC). Bootstrap resampling was used to internally validate the stability of the optimal cut-off value, and the PLCO study was used to externally validate the accuracy under different cut-off values.Results:A total of 5 180 participants were included in the study, and after a median follow-up of 1.48 years, a total of 332 prostate cancer patients were included. In the total population, the tdAUC of tPSA and fPSA/tPSA screening for prostate cancer were 0.852 and 0.748, respectively, with the optimal cut-off values of 5.08 ng/ml and 0.173, respectively. After age stratification, the age specific cut-off values of tPSA in the <60, 60-<70, and ≥70 age groups were 3.13, 4.82, and 11.54 ng/ml, respectively, while the age-specific cut-off values of fPSA/tPSA were 0.153, 0.135, and 0.130, respectively. Under the age-specific cut-off values, the sensitivities of tPSA screening for prostate cancer in males <60, 60-70, and ≥70 years old were 92.3%, 82.0%, and 77.6%, respectively, while the specificities were 84.7%, 81.3%, and 75.4%, respectively. The age-specific sensitivities of fPSA/tPSA for screening prostate cancer were 74.4%, 53.3%, and 55.9%, respectively, while the specificities were 83.8%, 83.7%, and 83.7%, respectively. Both bootstrap's internal validation and PLCO external validation provided similar results. The combination of tPSA and fPSA/tPSA could further improve the accuracy of screening.Conclusion:To improve the screening effects, it is recommended that age-specific cut-off values of tPSA and fPSA/tPSA should be used to screen for prostate cancer in the general risk population.
2.Exploration and validation of optimal cut-off values for tPSA and fPSA/tPSA screening of prostate cancer at different ages
Xiaomin LIU ; Hongyuan DUAN ; Dongqi ZHANG ; Chong CHEN ; Yuting JI ; Yunmeng ZHANG ; Zhuowei FENG ; Ya LIU ; Jingjing LI ; Yu ZHANG ; Chenyang LI ; Yacong ZHANG ; Lei YANG ; Zhangyan LYU ; Fangfang SONG ; Fengju SONG ; Yubei HUANG
Chinese Journal of Oncology 2024;46(4):354-364
Objective:To determine the total and age-specific cut-off values of total prostate specific antigen (tPSA) and the ratio of free PSA divided total PSA (fPSA/tPSA) for screening prostate cancer in China.Methods:Based on the Chinese Colorectal, Breast, Lung, Liver, and Stomach cancer Screening Trial (C-BLAST) and the Tianjin Common Cancer Case Cohort (TJ4C), males who were not diagnosed with any cancers at baseline since 2017 and received both tPSA and fPSA testes were selected. Based on Cox regression, the overall and age-specific (<60, 60-<70, and ≥70 years) accuracy and optimal cut-off values of tPSA and fPSA/tPSA ratio for screening prostate cancer were evaluated with time-dependent receiver operating characteristic curve (tdROC) and area under curve (AUC). Bootstrap resampling was used to internally validate the stability of the optimal cut-off value, and the PLCO study was used to externally validate the accuracy under different cut-off values.Results:A total of 5 180 participants were included in the study, and after a median follow-up of 1.48 years, a total of 332 prostate cancer patients were included. In the total population, the tdAUC of tPSA and fPSA/tPSA screening for prostate cancer were 0.852 and 0.748, respectively, with the optimal cut-off values of 5.08 ng/ml and 0.173, respectively. After age stratification, the age specific cut-off values of tPSA in the <60, 60-<70, and ≥70 age groups were 3.13, 4.82, and 11.54 ng/ml, respectively, while the age-specific cut-off values of fPSA/tPSA were 0.153, 0.135, and 0.130, respectively. Under the age-specific cut-off values, the sensitivities of tPSA screening for prostate cancer in males <60, 60-70, and ≥70 years old were 92.3%, 82.0%, and 77.6%, respectively, while the specificities were 84.7%, 81.3%, and 75.4%, respectively. The age-specific sensitivities of fPSA/tPSA for screening prostate cancer were 74.4%, 53.3%, and 55.9%, respectively, while the specificities were 83.8%, 83.7%, and 83.7%, respectively. Both bootstrap's internal validation and PLCO external validation provided similar results. The combination of tPSA and fPSA/tPSA could further improve the accuracy of screening.Conclusion:To improve the screening effects, it is recommended that age-specific cut-off values of tPSA and fPSA/tPSA should be used to screen for prostate cancer in the general risk population.
3.An early scoring system to predict mechanical ventilation for botulism:a single-center-based study
An YAQING ; Zheng TUOKANG ; Dong YANLING ; Wu YANG ; Gong YU ; Ma YU ; Xiao HAO ; Gao HENGBO ; Tian YINGPING ; Yao DONGQI
World Journal of Emergency Medicine 2024;15(5):365-371
BACKGROUND:Early identification of patients requiring ventilator support will be beneficial for the outcomes of botulism.The present study aimed to establish a new scoring system to predict mechanical ventilation(MV)for botulism patients. METHODS:A single-center retrospective study was conducted to identify risk factors associated with MV in botulism patients from 2007 to 2022.Univariate analysis and multivariate logistic regression analysis were used to screen out risk factors for constructing a prognostic scoring system.The area under the receiver operating characteristic(ROC)curve was calculated. RESULTS:A total of 153 patients with botulism(66 males and 87 females,with an average age of 43 years)were included.Of these,49 patients(32.0%)required MV,including 21(13.7%)with invasive ventilation and 28(18.3%)with non-invasive ventilation.Multivariate analysis revealed that botulinum toxin type,pneumonia,incubation period,degree of hypoxia,and severity of muscle involvement were independent risk factors for MV.These risk factors were incorporated into a multivariate logistic regression analysis to establish a prognostic scoring system.Each risk factor was scored by allocating a weight based on its regression coefficient and rounded to whole numbers for practical utilization([botulinum toxin type A:1],[pneumonia:2],[incubation period≤1 day:2],[hypoxia<90%:2],[severity of muscle involvement:grade II,3;grade III,7;grade IV,11]).The scoring system achieved an area under the ROC curve of 0.82(95%CI 0.75-0.89,P<0.001).At the optimal threshold of 9,the scoring system achieved a sensitivity of 83.7%and a specificity of 70.2%. CONCLUSION:Our study identified botulinum toxin type,pneumonia,incubation period,degree of hypoxia,and severity of muscle involvement as independent risk factors for MV in botulism patients.A score≥9 in our scoring system is associated with a higher likelihood of requiring MV in botulism patients.This scoring system needs to be validated externally before it can be applied in clinical settings.
4.Cuproptosis-related lncRNA JPX regulates malignant cell behavior and epithelial-immune interaction in head and neck squamous cell carcinoma via miR-193b-3p/PLAU axis.
Mouyuan SUN ; Ning ZHAN ; Zhan YANG ; Xiaoting ZHANG ; Jingyu ZHANG ; Lianjie PENG ; Yaxian LUO ; Lining LIN ; Yiting LOU ; Dongqi YOU ; Tao QIU ; Zhichao LIU ; Qianting WANG ; Yu LIU ; Ping SUN ; Mengfei YU ; Huiming WANG
International Journal of Oral Science 2024;16(1):63-63
The development, progression, and curative efficacy of head and neck squamous cell carcinoma (HNSCC) are influenced by complex interactions between epithelial and immune cells. Nevertheless, the specific changes in the nature of these interactions and their underlying molecular mechanisms in HNSCC are not yet fully understood. Cuproptosis, a form of programmed cell death that is dependent on copper, has been implicated in cancer pathogenesis. However, the understanding of cuproptosis in the context of HNSCC remains limited. In this study, we have discovered that cuproptosis-related long non-coding RNAs (CRLs) known as JPX play a role in promoting the expression of the oncogene urokinase-type plasminogen activator (PLAU) by competitively binding to miR-193b-3p in HNSCC. The increased activity of the JPX/miR-193b-3p/PLAU axis in malignant epithelial cells leads to enhanced cell proliferation, migration, and invasion in HNSCC. Moreover, the overexpression of PLAU in tumor epithelial cells facilitates its interaction with the receptor PLAUR, predominantly expressed on macrophages, thereby influencing the abnormal epithelial-immune interactome in HNSCC. Notably, the JPX inhibitor Axitinib and the PLAU inhibitor Palbociclib may not only exert their effects on the JPX/miR-193b-3p/PLAU axis that impacts the malignant tumor behaviors and the epithelial-immune cell interactions but also exhibit synergistic effects in terms of suppressing tumor cell growth and arresting cell cycle by targeting epidermal growth factor receptor (EGFR) and cyclin-dependent kinase (CDK4/6) for the treatment of HNSCC.
Humans
;
MicroRNAs/metabolism*
;
RNA, Long Noncoding/metabolism*
;
Head and Neck Neoplasms/metabolism*
;
Cell Proliferation
;
Squamous Cell Carcinoma of Head and Neck/genetics*
;
Urokinase-Type Plasminogen Activator/genetics*
;
Cell Movement
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Cell Line, Tumor
;
Gene Expression Regulation, Neoplastic
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Carcinoma, Squamous Cell/genetics*
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Neoplasm Invasiveness
5.Platelet-albumin-bilirubin score in assessing short-term prognosis of patients with Budd-Chiari syndrome presenting with upper gastrointestinal bleeding
Xiaowei DANG ; Dongqi SHEN ; Luhao LI ; Zhaochen LIU ; Suxin LI ; Peiju WANG ; Jing YANG ; Yuehui ZHANG
Chinese Journal of Hepatobiliary Surgery 2022;28(4):264-269
Objective:To study the factors influencing short-term prognosis of patients with Budd-Chiari syndrome (B-CS) presenting with upper gastrointestinal bleeding and to assess the predictive value of platelet-albumin-bilirubin score (PALBI) on death within 30 d in these patients.Methods:A retrospective study was conducted on 74 patients with B-CS who presented with upper gastrointestinal bleeding and were treated at the First Affiliated Hospital of Zhengzhou University from January 2014 to February 2020. There were 51 males and 23 females, with age of (46.5±11.1) years old. These patients were divided into the survival group ( n=58) and the death group ( n=16) according to the disease outcomes up to 30 d of follow-up. Factors influencing short-term deaths of these patients were analyzed, and the predictive values of PALBI, ALBI, CTP and MELD scores on short-term prognosis of the patients were assessed. The receiver operating characteristic (ROC) curves were plotted, and the areas under the curve (AUC) were calculated and compared. Results:The differences between patients in the survival and death groups for white blood cell, platelet, PALBI score, PALBI classification, ALBI score, CTP score, MELD score, and presence or absence of hepatic encephalopathy were significantly different (all P<0.05). Multivariate logistic regression analysis showed that CTP score≥10 or CTP grade C ( OR=1.669, 95% CI: 1.048-2.661), and PALBI score >-2.09 or PALBI grade 3 ( OR=5.245, 95% CI: 2.128-12.924) were independent risk factors for predicting death within 30 days. The areas under the ROC curves for PALBI, ALBI, CTP and MELD score were 0.89, 0.72, 0.77 and 0.76, with the cut-off values of -1.92, -1.60, 8.50 and 13.60, respectively. The differences between the PALBI score and ALBI, CTP scores were significantly different ( P<0.05). Conclusion:The PALBI score showed a positive predictive value on short-term prognostic assessment of patients with B-CS presenting with upper gastrointestinal bleeding. It was comparable to the effect of the MELD score but was significantly better than the ALBI and CTP scores.
6.Application effect of yoga exercise combined with patient mutual aid mode in pregnant women with gestational hypertension
Liping ZHOU ; Dongqi YANG ; Xianghong CHENG
Chinese Journal of Modern Nursing 2022;28(21):2911-2915
Objective:To explore the effect of yoga exercise combined with patient mutual aid mode on the bad mood, self-perceived burden and sleep quality of pregnant women with gestational hypertension.Methods:A total of 100 pregnant women with gestational hypertension who underwent antenatal examination in Henan Provincial People's Hospital were selected as the research subjects from September 2020 to September 2021. According to the random number table method, the pregnant women were divided into the control group ( n=47) and the study group ( n=53) . The control group was given conventional mode intervention combined with yoga exercise, while the study group was given yoga exercise combined with patient mutual aid mode. The changes of blood pressure, negative emotion scores, self-perceived burden scores and sleep quality scores of pregnant women of the two groups before and after the intervention were compared. Results:After the intervention, the systolic blood pressure, diastolic blood pressure, mean arterial pressure, negative emotions, self-perceived burden, and sleep quality scores of pregnant women in the study group were lower than those before the intervention and those in the control group after the intervention, and the differences were statistically significant ( P<0.05) . Conclusions:Pregnant women with gestational hypertension using yoga exercise combined with patient mutual aid mode can improve the negative mood of pregnant women, reduce the burden of self-feeling of them and improve their quality of sleep.
7.Effect of metformin on liver fibrosis in a mouse model of Budd-Chiari syndrome
Jing YANG ; Suxin LI ; Yuehui ZHANG ; Luhao LI ; Zhaochen LIU ; Dongqi SHEN ; Xiaowei DANG
Journal of Clinical Hepatology 2022;38(9):2034-2039
Objective To investigate the effect of metformin on liver fibrosis in a mouse model of Budd-Chiari syndrome and its mechanism. Methods A total of 30 male C57 mice were randomly divided into sham-operation group (SHAM group) with 6 mice, sham operation+ metformin group (SHAM+M group) with 5 mice, Budd-Chiari model group (BCS group) with 10 mice, and Budd-Chiari model+metformin group (BCS+M group) with 9 mice. The mice in the model group were treated with partial ligation of the inferior vena cava, those in the SHAM group were not treated with ligation, and those in the metformin group were given 0.1% metformin in drinking water besides modeling. The mice were sacrificed after 6 weeks. HE staining and picrosirius red staining were used to observe liver histopathology and collagen deposition; immunohistochemistry was used to measure the expressions of α-smooth muscle actin (α-SMA) and fibrinogen; quantitative real-time PCR was used to measure the mRNA expression of hypoxia-inducible factor 1α (HIF-1α) and type Ⅰ collagen (collagen 1), and Western blot was used to measure the relative protein expression levels of HIF-1α, vascular endothelial growth factor (VEGF), fibrinogen, α-SMA, and collagen 1. A one-way analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t -test was used for further comparison between two groups. Results Pathological staining showed that compared with the SHAM group, the BCS group had significant liver fibrosis, disordered arrangement of hepatocytes near the central vein, sinusoidal expansion with red blood cell deposition and a small amount of inflammatory cell infiltration, and collagen deposition. The BCS group had significant increases in the mRNA expression levels of HIF-1α and collagen 1 and the protein expression levels of α-SMA, collagen 1, HIF-1α, VEGF, and fibrinogen (all P < 0.05); compared with the BCS group, the BCS+M group had significant alleviation of liver fibrosis, red blood cell deposition, and collagen deposition and significant reductions in the mRNA expression levels of HIF-1α and collagen 1 and the protein expression levels of α-SMA, collagen 1, HIF-1α, VEGF, and fibrinogen (all P < 0.05). Conclusion Metformin can improve congestive liver fibrosis caused by Budd-Chiari syndrome, possibly by reducing microthrombus in hepatic sinusoid and inhibiting the HIF-1α/VEGF pathway.
8.A hierarchical vascularized engineered bone inspired by intramembranous ossification for mandibular regeneration.
Xin YE ; Jianxiang HE ; Shaolong WANG ; Qianglong HAN ; Dongqi YOU ; Bin FENG ; Feiya ZHAO ; Jun YIN ; Mengfei YU ; Huiming WANG ; Huayong YANG
International Journal of Oral Science 2022;14(1):31-31
Mandibular defects caused by injuries, tumors, and infections are common and can severely affect mandibular function and the patient's appearance. However, mandible reconstruction with a mandibular bionic structure remains challenging. Inspired by the process of intramembranous ossification in mandibular development, a hierarchical vascularized engineered bone consisting of angiogenesis and osteogenesis modules has been produced. Moreover, the hierarchical vascular network and bone structure generated by these hierarchical vascularized engineered bone modules match the particular anatomical structure of the mandible. The ultra-tough polyion complex has been used as the basic scaffold for hierarchical vascularized engineered bone for ensuring better reconstruction of mandible function. According to the results of in vivo experiments, the bone regenerated using hierarchical vascularized engineered bone is similar to the natural mandibular bone in terms of morphology and genomics. The sonic hedgehog signaling pathway is specifically activated in hierarchical vascularized engineered bone, indicating that the new bone in hierarchical vascularized engineered bone underwent a process of intramembranous ossification identical to that of mandible development. Thus, hierarchical vascularized engineered bone has a high potential for clinical application in mandibular defect reconstruction. Moreover, the concept based on developmental processes and bionic structures provides an effective strategy for tissue regeneration.
Bone Regeneration
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Bone Transplantation/methods*
;
Hedgehog Proteins
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Humans
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Mandible/surgery*
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Osteogenesis
9.Risk prediction for postpartum depression based on random forest.
Meili XIAO ; Chunli YAN ; Bing FU ; Shuping YANG ; Shujuan ZHU ; Dongqi YANG ; Beimei LEI ; Ruirui HUANG ; Jun LEI
Journal of Central South University(Medical Sciences) 2020;45(10):1215-1222
OBJECTIVES:
To explore the application of random forest algorithm in screening the risk factors and predictive values for postpartum depression.
METHODS:
We recruited the participants from a tertiary hospital between June 2017 and June 2018 in Changsha City, and followed up from pregnancy up to 4-6 weeks postpartum.Demographic economics, psychosocial, biological, obstetric, and other factors were assessed at first trimesters with self-designed obstetric information questionnaire and the Chinese version of Edinburgh Postnatal Depression Scale (EPDS). During 4-6 weeks after delivery, the Chinese version of EPDS was used to score depression and self-designed questionnaire to collect data of delivery and postpartum. The data of subjects were randomly divided into the training data set and the verification data set according to the ratio of 3꞉1. The training data set was used to establish the random forest model of postpartum depression, and the verification data set was used to verify the predictive effects via the accuracy, sensitivity, specificity, positive predictive value, negative predictive value, and AUC index.
RESULTS:
A total of 406 participants were in final analysis. Among them, 150 of whom had EPDS score ≥9, and the incidence of postpartum depression was 36.9%. The predictive effects of random forest model in the verification data set were at accuracy of 80.10%, sensitivity of 61.40%, specificity of 89.10%, positive predictive value of 73.00%, negative predictive value of 82.80%, and AUC index of 0.833. The top 10 predictive influential factors that screening by the variable importance measure in random forest model was antenatal depression, economic worries after delivery, work worries after delivery, free triiodothyronine in first trimesters, high-density lipoprotein in third trimester, venting temper to infants, total serum cholesterol and serum triglyceride in first trimester, hematocrit and serum triglyceride in third trimester.
CONCLUSIONS
Random forest has a great advantage in risk prediction for postpartum depression. Through comprehensive evaluation mechanism, it can identify the important influential factors for postpartum depression from complex multi-factors and conduct quantitative analysis, which is of great significance to identify the key factors for postpartum depression and carry out timely and effective intervention.
Depression, Postpartum/epidemiology*
;
Female
;
Humans
;
Postpartum Period
;
Pregnancy
;
Pregnancy Trimester, Third
;
Psychiatric Status Rating Scales
;
Risk Factors
;
Sensitivity and Specificity
10.Clinical study of percutaneous vertebroplasty combined with 125I seeds implantation in the treatment of patients with thoracic metastatic tumor complicated with posterior vertebral defect
Tiying WANG ; Zuozhang YANG ; Jiahui CHEN ; Yan LIU ; Santosh KAMAR ; Qiuyun CHEN ; Tao YUAN ; Xinghai YANG ; Jing ZHANG ; Cao WANG ; Parsad Surendra YADAV ; Shrijan SHRESTHA ; Yihao YANG ; Dongqi LI
Chinese Journal of Oncology 2020;42(12):1056-1062
Objective:To analyze the safety and efficacy of percutaneous vertebroplasty combined with interstitial implantation 125I of seeds (PVPI) in the treatment of thoracic vertebroplasty with posterior vertebra defect. Methods:A retrospective analysis of the clinical data of 64 patients with thoracic spine metastases admitted to Yunnan Cancer Hospital from November 2017 to May 2019 was conducted, including 32 patients with posterior vertebra defect (experimental group) and 32 cases without (control group). Forty-two vertebral bodies of 32 patients in the experimental group were treated with improved PVPI surgery, which performed with the secondary sealing method and inclined puncture needle injection bone cement rotary filling technology, to reduce leakage. The 54 vertebral bodies of 32 patients in control group underwent PVPI. The two groups of patients were followed up on the second day, one month, three months and six months after the operation, and the short-term efficacy, long-term efficacy and safety indicators of the two groups were compared.Results:All 64 patients successfully completed the surgical treatment. The visual analogue scores and Karnofsky scores of the experimental group and the control group were improved to varying degrees on the second day, 1 month, 3 months and 6 months after the operation. There was no statistically significant difference between the two groups ( P>0.05). The amount of bone cement in the experimental group and control group was (2.36±0.20) ml and (2.39±0.17) ml, and the difference was not statistically significant ( P=0.482). The amount of 125I seed implantation was (30.63±0.91) and (32.56±0.68), respectively, the difference was not statistically significant ( P=0.925). The partial response rates of the study group and the control group were 81.3% and 87.5%, the stable disease rates were 12.5% and 9.4%, the differences were not statistically significant ( P>0.05). The median overall survival (mOS) of the study group was 13 months, and the median progression-free survival (mPFS) was 8 months. The mOS of the control group was 14 months, and the mPFS was 8 months. The differences were not statistically significant ( P>0.05). In the experimental group, 6 (14.3%) vertebral bodies had cement leakage, of which 2 (4.8%) were cement leakage at posterior vertebra, 4 (9.5%) were paravertebral cement leakage. Seven (13.0%) paravertebral cement leakage occurred in the control group. There was no significant difference in bone cement leakage between the two groups ( P=0.097). Bone cement leakage in both groups did not cause serious complications such as spinal cord injury and paraplegia. Conclusion:The application of PVPI in the treatment of thoracic metastatic tumor patients with posterior vertebra defect can acquire better clinical efficacy and safety through conduction of the improved intraoperative technology and paying more attention to the control of bone cement distribution and other issues.

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