1.A single-center validation study of CSCO AI clinical decision support system for colorectal cancer patients
Yuqi JIN ; Xinyu LI ; Yinuo TAN ; Hanguang HU ; Caixia DONG ; Yingyun LI ; Ying YUAN ; Suzhan ZHANG
Practical Oncology Journal 2025;40(4):339-347
Objective To evaluate the applicability and guideline concordance of the Chinese Society of Clinical Oncology(CSCO)arti-ficial intelligence(AI)system in clinical decision-making for colorectal cancer(CRC)patients,and to explore its feasibility in real-world clinical applications.Methods A total of 972 CRC patients diagnosed and treated at the Second Affiliated Hospital,Zhejiang University School of Medicine,from January 2010 to December 2021,were included.Patient data were analyzed by the CSCO AI system to gener-ate treatment decisions,and decision concordance was assessed by a blinded independent central review(BICR)panel.The applicability and guideline concordance rates of the CSCO AI system were calculated for different treatment stages,and a logistic regression model was used to analyze factors influencing the system's decision discrepancies with actual treatments.Results The overall applicability rate of the CSCO AI system was 96.2%,and the overall guideline concordance rate was 94.9%.In the adjuvant and palliative treatment stages,the system's applicability rates were 95.8%and 96.7%,respectively,and the guideline concordance rates were 95.0%and 94.9%,respective-ly.Multivariate logistic regression analysis showed that age≥65 years and high-risk stage Ⅱ treatment were significant factors affecting guideline concordance in the adjuvant treatment stage(both P<0.05).Conclusions The CSCO AI system demonstrated high applicability and guideline concordance in the adjuvant and palliative treatment stages for CRC.The system's clinical decision-making potential is sig-nificant,and it can be further optimized for specific clinical scenarios and promoted for use across various medical institutions.
2.Epidemiological Characteristics of Oral and Pharyngeal Cancer in Hunan Cancer Registration Areas in 2021 and Trends from 2012 to 2021
Can LI ; Yanhua ZOU ; Haifan XIAO ; Yingyun HU ; Zhaohui SHI ; Shiyu CAO ; Senmao ZHANG ; Shipeng YAN
China Cancer 2025;34(11):854-861
[Purpose]To analyze the incidence and mortality of oral and pharyngeal cancer in can-cer registration areas of Hunan Province in 2021 and the trend changes from 2012 to 2021.[Methods]Data on oral and pharyngeal cancer incidence and mortality from 2012 to 2021 were collected from 78 quality-controlled cancer registries in Hunan Province,with population data sourced from household registration statistics provided by public security authorities.Indicators such as crude incidence and mortality rates,age-standardized incidence and mortality rates by Chinese standard population(ASIRC/ASMRC),and world standard population(ASIRW,ASMRW)in 2021 were calculated.The Chinese standard population(2000 national census)and Segi's world standard population were used for standardization.Joinpoint Regression Program 4.9.0.0 software was used to fit a Log-linear regression model,and the average annual percentage change(AAPC)of ASIRC/ASMRC of oral and pharyngeal cancer from 2012 to 2021 was calculated to analyze the changing trends.[Results]In 2021,the crude incidence rate of oral and pharyngeal cancer in cancer registration areas of Hunan Province was 9.28/105(15.14/105 for males and 3.07/105 for fe-males),with an ASIRC of 6.10/105;the crude mortality rate was 3.75/105(6.19/105 for males and 1.16/105 for females),with an ASMRC of 2.16/105.Both the incidence and mortality rates in male were significantly higher than those in female.Age distribution analysis showed that the incidence rate of oral and pharyngeal cancer increased with age after 30 years old,peaking in the age group of 60~64 years old(22.29/105);the mortality rate continued to rise after 35 years old,reaching the peak in the population aged ≥85 years old(14.52/105).Trend analysis from 2012 to 2021 indicated that the crude incidence rate and ASIRC of oral and pharyngeal cancer increased from 3.50/105 and 2.63/105 in 2012 to 9.28/105 and 6.10/105 in 2021,with AAPC of 12.33%and 10.80%,re-spectively;the crude mortality rate and ASMRC also showed upward trends(AAPC of 9.87%and 7.21%,respectively);all trend changes were statistically significant(all P<0.05).Sex stratification revealed that the AAPC of ASIRC and ASMRC of oral and pharyngeal cancer in male were higher than those in female(AAPC of ASIRC:12.65%for males vs 4.28%for females;AAPC of ASMRC:8.79%for males vs 4.13%for females).Age-specific trend analysis found that the ASIRC of oral and pharyngeal cancer in the population aged ≤ 44 years old showed an upward trend(AAPC=11.73%,P<0.001),with the AAPC of male in this group reaching 14.57%;the AAPC of ASIRC for the age groups of 45~64 years old and ≥65 years old were 11.03%and 9.74%,respectively,and the AAPC of ASMRC for these two groups were 10.05%and 8.19%,respectively,with all trend changes being statistically significant(all P<0.05);there was no statistically significant change in the ASMRC of the population aged ≤44 years old(AAPC=5.66%,P=0.087).[Conclusion]The incidence and mortality rates of oral and pharyngeal cancer in cancer registration areas of Hunan Province remain high and show an upward trend,with a tendency of younger onset.Males and middle-aged and elderly populations are the key focuses of prevention and control.
3.A single-center validation study of CSCO AI clinical decision support system for colorectal cancer patients
Yuqi JIN ; Xinyu LI ; Yinuo TAN ; Hanguang HU ; Caixia DONG ; Yingyun LI ; Ying YUAN ; Suzhan ZHANG
Practical Oncology Journal 2025;40(4):339-347
Objective To evaluate the applicability and guideline concordance of the Chinese Society of Clinical Oncology(CSCO)arti-ficial intelligence(AI)system in clinical decision-making for colorectal cancer(CRC)patients,and to explore its feasibility in real-world clinical applications.Methods A total of 972 CRC patients diagnosed and treated at the Second Affiliated Hospital,Zhejiang University School of Medicine,from January 2010 to December 2021,were included.Patient data were analyzed by the CSCO AI system to gener-ate treatment decisions,and decision concordance was assessed by a blinded independent central review(BICR)panel.The applicability and guideline concordance rates of the CSCO AI system were calculated for different treatment stages,and a logistic regression model was used to analyze factors influencing the system's decision discrepancies with actual treatments.Results The overall applicability rate of the CSCO AI system was 96.2%,and the overall guideline concordance rate was 94.9%.In the adjuvant and palliative treatment stages,the system's applicability rates were 95.8%and 96.7%,respectively,and the guideline concordance rates were 95.0%and 94.9%,respective-ly.Multivariate logistic regression analysis showed that age≥65 years and high-risk stage Ⅱ treatment were significant factors affecting guideline concordance in the adjuvant treatment stage(both P<0.05).Conclusions The CSCO AI system demonstrated high applicability and guideline concordance in the adjuvant and palliative treatment stages for CRC.The system's clinical decision-making potential is sig-nificant,and it can be further optimized for specific clinical scenarios and promoted for use across various medical institutions.
4.Epidemiological Characteristics of Oral and Pharyngeal Cancer in Hunan Cancer Registration Areas in 2021 and Trends from 2012 to 2021
Can LI ; Yanhua ZOU ; Haifan XIAO ; Yingyun HU ; Zhaohui SHI ; Shiyu CAO ; Senmao ZHANG ; Shipeng YAN
China Cancer 2025;34(11):854-861
[Purpose]To analyze the incidence and mortality of oral and pharyngeal cancer in can-cer registration areas of Hunan Province in 2021 and the trend changes from 2012 to 2021.[Methods]Data on oral and pharyngeal cancer incidence and mortality from 2012 to 2021 were collected from 78 quality-controlled cancer registries in Hunan Province,with population data sourced from household registration statistics provided by public security authorities.Indicators such as crude incidence and mortality rates,age-standardized incidence and mortality rates by Chinese standard population(ASIRC/ASMRC),and world standard population(ASIRW,ASMRW)in 2021 were calculated.The Chinese standard population(2000 national census)and Segi's world standard population were used for standardization.Joinpoint Regression Program 4.9.0.0 software was used to fit a Log-linear regression model,and the average annual percentage change(AAPC)of ASIRC/ASMRC of oral and pharyngeal cancer from 2012 to 2021 was calculated to analyze the changing trends.[Results]In 2021,the crude incidence rate of oral and pharyngeal cancer in cancer registration areas of Hunan Province was 9.28/105(15.14/105 for males and 3.07/105 for fe-males),with an ASIRC of 6.10/105;the crude mortality rate was 3.75/105(6.19/105 for males and 1.16/105 for females),with an ASMRC of 2.16/105.Both the incidence and mortality rates in male were significantly higher than those in female.Age distribution analysis showed that the incidence rate of oral and pharyngeal cancer increased with age after 30 years old,peaking in the age group of 60~64 years old(22.29/105);the mortality rate continued to rise after 35 years old,reaching the peak in the population aged ≥85 years old(14.52/105).Trend analysis from 2012 to 2021 indicated that the crude incidence rate and ASIRC of oral and pharyngeal cancer increased from 3.50/105 and 2.63/105 in 2012 to 9.28/105 and 6.10/105 in 2021,with AAPC of 12.33%and 10.80%,re-spectively;the crude mortality rate and ASMRC also showed upward trends(AAPC of 9.87%and 7.21%,respectively);all trend changes were statistically significant(all P<0.05).Sex stratification revealed that the AAPC of ASIRC and ASMRC of oral and pharyngeal cancer in male were higher than those in female(AAPC of ASIRC:12.65%for males vs 4.28%for females;AAPC of ASMRC:8.79%for males vs 4.13%for females).Age-specific trend analysis found that the ASIRC of oral and pharyngeal cancer in the population aged ≤ 44 years old showed an upward trend(AAPC=11.73%,P<0.001),with the AAPC of male in this group reaching 14.57%;the AAPC of ASIRC for the age groups of 45~64 years old and ≥65 years old were 11.03%and 9.74%,respectively,and the AAPC of ASMRC for these two groups were 10.05%and 8.19%,respectively,with all trend changes being statistically significant(all P<0.05);there was no statistically significant change in the ASMRC of the population aged ≤44 years old(AAPC=5.66%,P=0.087).[Conclusion]The incidence and mortality rates of oral and pharyngeal cancer in cancer registration areas of Hunan Province remain high and show an upward trend,with a tendency of younger onset.Males and middle-aged and elderly populations are the key focuses of prevention and control.
5.Inhibitory effect of atorvastatin on bleomycin-induced pulmonary fibrosis in rats and its mechanism
Ying YUAN ; Zhengang TAO ; Yingyun CAI ; Yu HU
Chinese Journal of Geriatrics 2015;34(2):197-201
Objective To observe the inhibitory effect of atorvastatin on bleomycin-induced pulmonary fibrosis in SD rats and study their possible mechanism.Methods 30 male SD mice under SPF condition with average body weight of 250g were randomly allocated to three groups (n =10,each) of saline control group (control group),bleomycin-induced pulmonary fibrosis group (pulmonary fibrosis group) and atorvastatin treatment group (treatment group).Bleomycin (5mg/kg) (versus 0.2 ml saline in control group) were endotracheally instilled in pulmonary fibrosis group and the treatment group in order to establish the model of pulmonary fibrosis.Subsequently,the rats in the treatment group received daily atorvastatin (10 mg/kg) orally.5 rats in each group were sacrificed on 7th and 28th day after intratracheal instillation.Their lung tissues were taken and tested.The histological changes in the lungs were evaluated by hematoxylin-eosin and masson stain.The tumor necrosis factor (TNF-α) level and hydroxyproline content in lung tissues were measured by enzymelinked immunosorbent assay (ELISA).The expressions of Kruppel-like factor 2 (KLF2) protein and mRNA in lung tissues were measured by Western blotting and Real-Time PCR.Results The lung tissue in model group had significant bleeding and oozing inflammatory response on the 7th day and pulmonary fibrosis on the 28th day.Bleeding and oozing inflammatory response and pulmonary fibrosis were subdued in treatment group on the same days as compared to the model group.Hydroxyproline and TNF-α contents in lung tissue were significantly higher in model group than in control group (both P<0.05).KLF2 protein and KLF2-mRNA expressions in lung tissues were significantly lower in model group than in control group (both P<0.05).The above changes were partially reversed in treatment group.Compared to model group,treatment group showed that hydroxyproline and TNF-α contents in lung tissues were significantly reduced (both P<0.05) and KLF2 protein and KLF2 mRNA expressions in lung tissues were significantly increased (both P< 0.05).Conclusions Atorvastatin can reduce the secretion of TNF-α and alleviate bleomycin-induced pulmonary fibrosis.The mechanism inhibiting fibrosis might be associated with up-regulation of KLF2-mRNA expression.
6.Meta analysis of correlation of angiotensin-converting enzyme gene deletion/insertion polymorphism and risk of pregnancy-induced hypertension in Chinese women.
Zhanzhan LI ; Lizhang CHEN ; Liya LIU ; Jing XUE ; Yang YANG ; Yingyun HU
Journal of Central South University(Medical Sciences) 2013;38(6):631-638
OBJECTIVE:
To investigate the association of the polymorphism of angiotensin-converting enzyme (ACE) gene and pregnancy-induced hypertension (PIH) in Chinese Women.
METHODS:
We systematically searched CNKI, Wanfang database, VIP and PubMed from database construction to March 2012 to collect case-control studies. Stata 11.0 was used for meta analysis after evaluating the quality of studies and collecting the data. The association was assessed by odds ratio (OR) with 95% confidence intervals (CIs). Publication bias was analyzed by Begg's funnel plot and Egger's regression test.
RESULTS:
We identified 11 case-control studies on association between ACE gene polymorphism and PIH, which included 806 PIH patients and 900 controls. Overall, significant association was found between ACE gene polymorphism and PIH risk [for D vs I: OR=2.73, 95% CI (1.64, 4.24), P<0.001; for DD+DI vs II: OR=3.11, 95% CI (1.98, 4.90), P<0.001; for DD vs II: OR=5.00, 95% CI (2.30,10.88), P<0.001; for DI vs II: OR=1.97, 95% CI(1.53, 2.53), P<0.001].
CONCLUSION
Chinese women with D allele gene deletion have a higher risk of suffering pregnancy induced hypertension syndrome.
Adult
;
Alleles
;
Female
;
Genetic Predisposition to Disease
;
Humans
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Hypertension, Pregnancy-Induced
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genetics
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INDEL Mutation
;
Peptidyl-Dipeptidase A
;
genetics
;
Polymorphism, Genetic
;
Pregnancy
;
Randomized Controlled Trials as Topic
;
Risk Factors

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