1.Screening Results of Thalassemia and Analysis of Rare Genotypes
Gui-Xiang WANG ; Yang YU ; Xing HE ; Xiao-Hua LIU
Journal of Experimental Hematology 2025;33(6):1714-1719
Objective:To analyze the genotypes and distribution of thalassemia in Xindu District of Chengdu,in order to provide reference for the prevention and treatment of thalassemia in this area.Methods:A total of 3 679 samples screened for thalassemia gene in Xindu District People's Hospital of Chengdu from June 2021 to April 2024 were selected as the study objects.Blood related parameters were detected by blood analyzer,hemoglobin composition was analyzed by capillary electrophoresis,and routine thalassemia gene detection was performed by PCR+flow-through hybridization.For the samples whose hematologic characteristics did not match the conventional results of thalassemia genes,the genotypes were determined by gene sequencing technology and the results were analyzed.Results:Among 3 679 samples,540 carriers were detected,the total detection rate was 14.68%.Among them,329 cases were α-thalassemia,with a total of 8 genotypes.The top 3 genotype in frequency were--SEA/αα(45.29%,149/329),-α3.7/αα(38.91%,128/329),and-α4.2/αα(6.08%,20/329).There were 197 cases of β-thalassemia,with a total of 10 genotypes,and the top 3 genotype in frequency were βCD41-42(-TCTT)/βN(29.95%,59/197),βCD17(A>T)/βN(27.92%,55/197),and βIVSII-654(C>T)/βN(24.87%,49/197).There were 14 cases of αβ-thalassemia,with a total of 12 genotypes,and the main were-α3.7/αα,βIVSII-654(C>T)/βN and-α3.7/αα,βCD41-42(-TCTT)/βN.There was a rare thalassemia genotype(--SEA/HKαα).In addition,three rare abnormal hemoglobin mutations and one unreported abnormal hemoglobin mutation(HBA1:c.300+13C>G site heterozygous mutation)were also found.Conclusion:The detection rate of thalassemia gene in this area is high and the genotype is complex.In gene diagnosis,we should pay attention to the combination of multi-technology detection to avoid missing rare genotypes.
2.Correlation Analysis of Northwest Dryness Syndrome with Pulmonary Tuberculosis in Moyu County,Hetian Prefecture,Xinjiang
Xiu-mei WANG ; Huan LIU ; Yu-cun ZHANG ; GULISHALA·TURSUN ; Hua-gui LI
Progress in Modern Biomedicine 2025;25(11):1788-1798
Objective:To explore the incidence characteristics and correlation analysis of Western dryness syndrome in pulmonary tuberculosis patients in Moyu County,Hetian Prefecture,Xinjiang,and to provide a basis for the prevention and treatment strategies and effectiveness evaluation of pulmonary tuberculosis in Xinjiang.Methods:89 confirmed cases of pulmonary tuberculosis in Moyu County,Hotian Prefecture,Xinjiang from October 2023 to October 2024 were selected as the case group,and 117 healthy individuals matched with the case group in terms of gender,age,and education level in Moyu County,Hotian Prefecture,Xinjiang during the same period were selected as the control group.The general information and incidence of Northwest dryness syndrome between two groups were compared.The incidence and severity of Northwest dryness syndrome in tuberculosis patients,as well as the main and secondary syndrome scores of Northwest dryness syndrome were analyzed.The influencing factors of pulmonary tuberculosis were analyzed.The scores of the main syndrome of Northwest dryness syndrome(lung wei kong pi dryness syndrome)and the concurrent syndrome of Northwest dryness syndrome(heart kidney yin deficiency syndrome,lung heart spleen wind fire dryness syndrome,liver kidney essence blood deficiency syndrome,spleen stomach dampness syndrome,spleen stomach yin deficiency syndrome)between the control group and the case group were compared.The correlation between pulmonary tuberculosis and the on set of Northwest dryness syndrome were analyzed by Spearman rank sum test.Results:There was no significant difference between the control group and the case group in terms of body mass index(BMI),age,education level,gender,etc.(P>0.05).The incidence of Northwest dryness syndrome in the case group was significantly higher than that in the control group(P<0.05).The Northwest Dry Syndrome Scale score in the severe group was higher than that in the mild and moderate groups,and the Northwest Dry Syndrome Scale score in the moderate group was higher than that in the mild group(P<0.05).Among 89 patients with pulmonary tuberculosis,the main syndrome of lung wei kong pi dryness syndrome had the highest number of cases,totaling 42 cases(47.19%).The highest number of concurrent syndromes were heart kidney yin deficiency syndrome,totaling 36 cases(40.45%),followed by spleen stomach yin deficiency syndrome,totaling 35 cases(39.33%).The results showed that suffering from Northwest dryness syndrome was a risk factor for pulmonary tuberculosis(P<0.05).There were significant differences in the scores of the main syndrome of Northwest dryness(Lung Wei Kong Pi dryness syndrome),the concurrent syndrome of Northwest dryness(Lung Heart Spleen Wind Fire dryness syndrome),and the concurrent syndrome of Northwest dryness(Spleen Stomach Yin Deficiency syndrome)between the control group and the case group(P<0.05).There was no significant difference in the scores of Northwest dryness syndrome(liver and kidney essence and blood deficiency syndrome),Northwest dryness syndrome(heart and kidney yin deficiency syndrome),and Northwest dryness syndrome(spleen and stomach dampness syndrome)between the control group and the case group(P>0.05).The score of pulmonary tuberculosis syndrome was positively correlated with various types of Northwest dryness syndrome(P<0.05),and there was a significant correlation at the 0.001 level between pulmonary Wei Kong Pi dryness syndrome,pulmonary heart spleen wind fire dryness syndrome,and spleen stomach dampness syndrome(P<0.05).The correlation between liver and kidney essence and blood deficiency syndrome and spleen and stomach yin deficiency syndrome is significant at the 0.01 level(P<0.05).The correlation between heart and kidney yin deficiency syndrome is significant at the 0.05 level(P<0.05).Conclusion:The northwest dryness syndrome is related to the occurrence of pulmonary tuberculosis in Moyu County,Hotan Prefecture,Xinjiang,and is a risk factor for the occurrence of pulmonary tuberculosis.There is a significant positive correlation between the pulmonary tuberculosis syndrome score and various types of northwest dryness syndrome,among which the lung wei kong pi dryness syndrome,lung heart spleen wind fire dryness syndrome,and spleen stomach dampness syndrome have the most significant impact on the pulmonary nucleus syndrome score.
3.Long-chain acylcoenzyme A synthase 4 regulates effects of fatty acid synthase on malignant biological behavior of esophageal cancer cells and resistance of gefitinib
Qian-hua ZHOU ; Lei JIANG ; Zhang-gui WANG ; Chao RUI ; Yi-min SHI ; Yan-xin FANG ; Qiu-shui JIN
Chinese Pharmacological Bulletin 2025;41(6):1108-1115
Aim To investigate the effect of ACSL4 on the malignant biological behavior of esophageal cancer cells and gefitinib resistance by regulating FASN,and to explore the related mechanism.Methods Thirty-five fresh esophageal cancer tissues and adjacent nor-mal tissues,and 30 esophageal cancer tissues with ge-fitinib resistance were collected.The expressions of ACSL4 and FASN were detected by qRT-PCR and im-munohistochemistry.The expression levels of ACSL4 and FASN in human normal esophageal cells HET-1 A,esophageal cancer cell lines ECA109,EC9706,TE-1 and TE-1/GR were detected by qRT-PCR.Cells in each group were constructed by liposome transfection technique,and the drug resistance and proliferation a-bility of cells were detected by cloning and CCK-8 as-say,cell apoptosis was detected by flow cytometry,cell invasion ability was detected by Transwell,and EMT pathway protein expression was detected by Western blot.Results Compared with adjacent normal tis-sues,the expression of ACSL4 and FASN genes in cancer tissues increased,and there was a positive corre-lation.The expression of ACSL4 significantly increased in ECA109,EC9706 and TE-1 cells compared with HET-1 A cells.With the increase of gefitinib concen-tration,the expression of ACSL4 in TE-1 cells gradually increased,and the expression of ACSL4 in TE-1/GR cells was higher than that of TE-1.Compared with the control group and the si-NC group,the cell proliferation and invasion ability of si-ACSL4 group decreased,the number of apoptosis increased,the expression of E-Cadherin increased,and the expression of N-Cadherin,Vimentin and β-catenin decreased.The response ex-periment showed that compared with the si-ACSL4 group and the si-ACSL4+oe-NC group,the cells in the si-ACSL4+oe-FASN group increased drug resistance,increased proliferation and invasion ability,decreased apoptosis number and decreased expression of E-Cad-herin.The expressions of N-Cadherin,Vimentin and β-catenin increased.Conclusions By down-regulating the expression of FASN,ACSL4 reverses the resistance of esophageal cancer TE-1/GR cells to gefitinib and in-hibits the proliferation,invasion and accelerates apopto-sis of TE-1/GR cells,which may be related to the regu-lation of EMT signaling pathway.
4.Correlation Analysis of Northwest Dryness Syndrome with Pulmonary Tuberculosis in Moyu County,Hetian Prefecture,Xinjiang
Xiu-mei WANG ; Huan LIU ; Yu-cun ZHANG ; GULISHALA·TURSUN ; Hua-gui LI
Progress in Modern Biomedicine 2025;25(11):1788-1798
Objective:To explore the incidence characteristics and correlation analysis of Western dryness syndrome in pulmonary tuberculosis patients in Moyu County,Hetian Prefecture,Xinjiang,and to provide a basis for the prevention and treatment strategies and effectiveness evaluation of pulmonary tuberculosis in Xinjiang.Methods:89 confirmed cases of pulmonary tuberculosis in Moyu County,Hotian Prefecture,Xinjiang from October 2023 to October 2024 were selected as the case group,and 117 healthy individuals matched with the case group in terms of gender,age,and education level in Moyu County,Hotian Prefecture,Xinjiang during the same period were selected as the control group.The general information and incidence of Northwest dryness syndrome between two groups were compared.The incidence and severity of Northwest dryness syndrome in tuberculosis patients,as well as the main and secondary syndrome scores of Northwest dryness syndrome were analyzed.The influencing factors of pulmonary tuberculosis were analyzed.The scores of the main syndrome of Northwest dryness syndrome(lung wei kong pi dryness syndrome)and the concurrent syndrome of Northwest dryness syndrome(heart kidney yin deficiency syndrome,lung heart spleen wind fire dryness syndrome,liver kidney essence blood deficiency syndrome,spleen stomach dampness syndrome,spleen stomach yin deficiency syndrome)between the control group and the case group were compared.The correlation between pulmonary tuberculosis and the on set of Northwest dryness syndrome were analyzed by Spearman rank sum test.Results:There was no significant difference between the control group and the case group in terms of body mass index(BMI),age,education level,gender,etc.(P>0.05).The incidence of Northwest dryness syndrome in the case group was significantly higher than that in the control group(P<0.05).The Northwest Dry Syndrome Scale score in the severe group was higher than that in the mild and moderate groups,and the Northwest Dry Syndrome Scale score in the moderate group was higher than that in the mild group(P<0.05).Among 89 patients with pulmonary tuberculosis,the main syndrome of lung wei kong pi dryness syndrome had the highest number of cases,totaling 42 cases(47.19%).The highest number of concurrent syndromes were heart kidney yin deficiency syndrome,totaling 36 cases(40.45%),followed by spleen stomach yin deficiency syndrome,totaling 35 cases(39.33%).The results showed that suffering from Northwest dryness syndrome was a risk factor for pulmonary tuberculosis(P<0.05).There were significant differences in the scores of the main syndrome of Northwest dryness(Lung Wei Kong Pi dryness syndrome),the concurrent syndrome of Northwest dryness(Lung Heart Spleen Wind Fire dryness syndrome),and the concurrent syndrome of Northwest dryness(Spleen Stomach Yin Deficiency syndrome)between the control group and the case group(P<0.05).There was no significant difference in the scores of Northwest dryness syndrome(liver and kidney essence and blood deficiency syndrome),Northwest dryness syndrome(heart and kidney yin deficiency syndrome),and Northwest dryness syndrome(spleen and stomach dampness syndrome)between the control group and the case group(P>0.05).The score of pulmonary tuberculosis syndrome was positively correlated with various types of Northwest dryness syndrome(P<0.05),and there was a significant correlation at the 0.001 level between pulmonary Wei Kong Pi dryness syndrome,pulmonary heart spleen wind fire dryness syndrome,and spleen stomach dampness syndrome(P<0.05).The correlation between liver and kidney essence and blood deficiency syndrome and spleen and stomach yin deficiency syndrome is significant at the 0.01 level(P<0.05).The correlation between heart and kidney yin deficiency syndrome is significant at the 0.05 level(P<0.05).Conclusion:The northwest dryness syndrome is related to the occurrence of pulmonary tuberculosis in Moyu County,Hotan Prefecture,Xinjiang,and is a risk factor for the occurrence of pulmonary tuberculosis.There is a significant positive correlation between the pulmonary tuberculosis syndrome score and various types of northwest dryness syndrome,among which the lung wei kong pi dryness syndrome,lung heart spleen wind fire dryness syndrome,and spleen stomach dampness syndrome have the most significant impact on the pulmonary nucleus syndrome score.
5.Long-chain acylcoenzyme A synthase 4 regulates effects of fatty acid synthase on malignant biological behavior of esophageal cancer cells and resistance of gefitinib
Qian-hua ZHOU ; Lei JIANG ; Zhang-gui WANG ; Chao RUI ; Yi-min SHI ; Yan-xin FANG ; Qiu-shui JIN
Chinese Pharmacological Bulletin 2025;41(6):1108-1115
Aim To investigate the effect of ACSL4 on the malignant biological behavior of esophageal cancer cells and gefitinib resistance by regulating FASN,and to explore the related mechanism.Methods Thirty-five fresh esophageal cancer tissues and adjacent nor-mal tissues,and 30 esophageal cancer tissues with ge-fitinib resistance were collected.The expressions of ACSL4 and FASN were detected by qRT-PCR and im-munohistochemistry.The expression levels of ACSL4 and FASN in human normal esophageal cells HET-1 A,esophageal cancer cell lines ECA109,EC9706,TE-1 and TE-1/GR were detected by qRT-PCR.Cells in each group were constructed by liposome transfection technique,and the drug resistance and proliferation a-bility of cells were detected by cloning and CCK-8 as-say,cell apoptosis was detected by flow cytometry,cell invasion ability was detected by Transwell,and EMT pathway protein expression was detected by Western blot.Results Compared with adjacent normal tis-sues,the expression of ACSL4 and FASN genes in cancer tissues increased,and there was a positive corre-lation.The expression of ACSL4 significantly increased in ECA109,EC9706 and TE-1 cells compared with HET-1 A cells.With the increase of gefitinib concen-tration,the expression of ACSL4 in TE-1 cells gradually increased,and the expression of ACSL4 in TE-1/GR cells was higher than that of TE-1.Compared with the control group and the si-NC group,the cell proliferation and invasion ability of si-ACSL4 group decreased,the number of apoptosis increased,the expression of E-Cadherin increased,and the expression of N-Cadherin,Vimentin and β-catenin decreased.The response ex-periment showed that compared with the si-ACSL4 group and the si-ACSL4+oe-NC group,the cells in the si-ACSL4+oe-FASN group increased drug resistance,increased proliferation and invasion ability,decreased apoptosis number and decreased expression of E-Cad-herin.The expressions of N-Cadherin,Vimentin and β-catenin increased.Conclusions By down-regulating the expression of FASN,ACSL4 reverses the resistance of esophageal cancer TE-1/GR cells to gefitinib and in-hibits the proliferation,invasion and accelerates apopto-sis of TE-1/GR cells,which may be related to the regu-lation of EMT signaling pathway.
6.Design of ICD international disease coding management information system based on C# and Oracle database
Chinese Medical Equipment Journal 2025;46(2):43-48
Objective To design an ICD international disease coding management information system to enhance the efficiency,accuracy and safety of coding management in medical insititutions.Methods The system was designed with C/S mode and developed by C# language,which used Oracle database and realized data interaction with Oracle database through Dapper object-relational mapping(ORM)technology.There were five functional modules included in the system for user authorization management,disease coding management,patient information management,disease statistical analysis and system management.Results The system developed implemented efficiently the inquiry,audit and data statistical analysis for ICD coding,and enhanced significantly the effectiveness and accuracy of ICD coding management.Conclusion The system developed provides medical institutions with an effective disease coding management tool,contributing to the improvement of medical service quality and management efficiency.[Chinese Medical Equipment Journal,2025,46(2):43-48]
7.Screening Results of Thalassemia and Analysis of Rare Genotypes
Gui-Xiang WANG ; Yang YU ; Xing HE ; Xiao-Hua LIU
Journal of Experimental Hematology 2025;33(6):1714-1719
Objective:To analyze the genotypes and distribution of thalassemia in Xindu District of Chengdu,in order to provide reference for the prevention and treatment of thalassemia in this area.Methods:A total of 3 679 samples screened for thalassemia gene in Xindu District People's Hospital of Chengdu from June 2021 to April 2024 were selected as the study objects.Blood related parameters were detected by blood analyzer,hemoglobin composition was analyzed by capillary electrophoresis,and routine thalassemia gene detection was performed by PCR+flow-through hybridization.For the samples whose hematologic characteristics did not match the conventional results of thalassemia genes,the genotypes were determined by gene sequencing technology and the results were analyzed.Results:Among 3 679 samples,540 carriers were detected,the total detection rate was 14.68%.Among them,329 cases were α-thalassemia,with a total of 8 genotypes.The top 3 genotype in frequency were--SEA/αα(45.29%,149/329),-α3.7/αα(38.91%,128/329),and-α4.2/αα(6.08%,20/329).There were 197 cases of β-thalassemia,with a total of 10 genotypes,and the top 3 genotype in frequency were βCD41-42(-TCTT)/βN(29.95%,59/197),βCD17(A>T)/βN(27.92%,55/197),and βIVSII-654(C>T)/βN(24.87%,49/197).There were 14 cases of αβ-thalassemia,with a total of 12 genotypes,and the main were-α3.7/αα,βIVSII-654(C>T)/βN and-α3.7/αα,βCD41-42(-TCTT)/βN.There was a rare thalassemia genotype(--SEA/HKαα).In addition,three rare abnormal hemoglobin mutations and one unreported abnormal hemoglobin mutation(HBA1:c.300+13C>G site heterozygous mutation)were also found.Conclusion:The detection rate of thalassemia gene in this area is high and the genotype is complex.In gene diagnosis,we should pay attention to the combination of multi-technology detection to avoid missing rare genotypes.
8.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.
9.Design of ICD international disease coding management information system based on C# and Oracle database
Chinese Medical Equipment Journal 2025;46(2):43-48
Objective To design an ICD international disease coding management information system to enhance the efficiency,accuracy and safety of coding management in medical insititutions.Methods The system was designed with C/S mode and developed by C# language,which used Oracle database and realized data interaction with Oracle database through Dapper object-relational mapping(ORM)technology.There were five functional modules included in the system for user authorization management,disease coding management,patient information management,disease statistical analysis and system management.Results The system developed implemented efficiently the inquiry,audit and data statistical analysis for ICD coding,and enhanced significantly the effectiveness and accuracy of ICD coding management.Conclusion The system developed provides medical institutions with an effective disease coding management tool,contributing to the improvement of medical service quality and management efficiency.[Chinese Medical Equipment Journal,2025,46(2):43-48]
10.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.

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