1.Clinical application value of low-dose scan combined with deep learning reconstruction in CT on chest of overweight or obese patient
Xiujing AN ; Zhe WU ; Chao JIANG ; Ning LI ; Jubing WAN ; Sen WANG ; Dongyao LI ; Lufeng TIAN
China Medical Equipment 2025;22(3):37-42
Objective:To explore the feasibility of using low-dose computed tomography(LDCT)with deep learning reconstruction(DLR)on the chest for the screening of lung nodules,and to compare the image quality and detection rate of nodules between LDCT and routine dose CT(RDCT)-DLR.Methods:A total of 104 overweight or obese patients[body mass index(BMI)≥25 kg/m2]who received CT examination on chest due to pulmonary nodule screening from September to December 2023 were included to conduct prospective study.All patients underwent respectively RDCT(120 kV)and LDCT(100 kV)scans,all of the two scans used the modulation of automatic tube current,and adopted deep learning AI algorithm ClearInfinity to conduct reconstruction(RDCT:CI 40%,LDCT:CI 50%).Radiation dose and nodules number of them were recorded.At the T8 vertebral level,CT values(Hounsfield Units,HU)of mediastinal fat and lung parenchyma in the right lower lobe were measured,along with image noise(standard deviation,SD).The signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)were subsequently calculated.Two radiologists independently performed subjective evaluations of image quality and pulmonary nodules using a Likert 4-point scale.Paired t-tests or Wilcoxon rank-sum test were employed to compare differences in radiation dose,objective image noise,and subjective scores between LDCT and RDCT.Results:A total of 104 patients were enrolled,including 54 males and 50 females,with a mean age of 52±13 years and a BMI of(27.77±2.64)kg/m2.The effective radiation dose of LDCT demonstrated a statistically significant reduction compared to RDCT(Z=-8.853,P<0.001),with a mean effective radiation dose reduction of 77.86%.The differences in lung CT value,lung noise,fat noise,lung parenchyma SNR,fat SNR and CNR of images between two groups were significant(Z=-3.022,-2.327,-4.785,-2.059,-3.765,-4.013,P<0.05),while there were not significant differences in the comparisons for fat CT value and lung parenchyma SNR(P>0.05).The image contrast,image noise,and subjective score for image quality of lung nodule of LDCT were lower than those of RDCT(t=2.877,2.387,5.096,P<0.05),but all subjective scores of that were>3,which can meet the requirements of clinical diagnosis.In terms of nodule detection,RDCT found out about 418 nodules,while LDCT found out about 421,the false positive rate of LDCT only was 0.72%.Conclusion:In overweight or obese patients,LDCT that combined with DLR algorithm on chest is equivalent to RDCT on image quality and the detection rate of lung nodule,and it significantly reduce radiation exposure on patients at the same time.
2.Clinical application value of low-dose scan combined with deep learning reconstruction in CT on chest of overweight or obese patient
Xiujing AN ; Zhe WU ; Chao JIANG ; Ning LI ; Jubing WAN ; Sen WANG ; Dongyao LI ; Lufeng TIAN
China Medical Equipment 2025;22(3):37-42
Objective:To explore the feasibility of using low-dose computed tomography(LDCT)with deep learning reconstruction(DLR)on the chest for the screening of lung nodules,and to compare the image quality and detection rate of nodules between LDCT and routine dose CT(RDCT)-DLR.Methods:A total of 104 overweight or obese patients[body mass index(BMI)≥25 kg/m2]who received CT examination on chest due to pulmonary nodule screening from September to December 2023 were included to conduct prospective study.All patients underwent respectively RDCT(120 kV)and LDCT(100 kV)scans,all of the two scans used the modulation of automatic tube current,and adopted deep learning AI algorithm ClearInfinity to conduct reconstruction(RDCT:CI 40%,LDCT:CI 50%).Radiation dose and nodules number of them were recorded.At the T8 vertebral level,CT values(Hounsfield Units,HU)of mediastinal fat and lung parenchyma in the right lower lobe were measured,along with image noise(standard deviation,SD).The signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)were subsequently calculated.Two radiologists independently performed subjective evaluations of image quality and pulmonary nodules using a Likert 4-point scale.Paired t-tests or Wilcoxon rank-sum test were employed to compare differences in radiation dose,objective image noise,and subjective scores between LDCT and RDCT.Results:A total of 104 patients were enrolled,including 54 males and 50 females,with a mean age of 52±13 years and a BMI of(27.77±2.64)kg/m2.The effective radiation dose of LDCT demonstrated a statistically significant reduction compared to RDCT(Z=-8.853,P<0.001),with a mean effective radiation dose reduction of 77.86%.The differences in lung CT value,lung noise,fat noise,lung parenchyma SNR,fat SNR and CNR of images between two groups were significant(Z=-3.022,-2.327,-4.785,-2.059,-3.765,-4.013,P<0.05),while there were not significant differences in the comparisons for fat CT value and lung parenchyma SNR(P>0.05).The image contrast,image noise,and subjective score for image quality of lung nodule of LDCT were lower than those of RDCT(t=2.877,2.387,5.096,P<0.05),but all subjective scores of that were>3,which can meet the requirements of clinical diagnosis.In terms of nodule detection,RDCT found out about 418 nodules,while LDCT found out about 421,the false positive rate of LDCT only was 0.72%.Conclusion:In overweight or obese patients,LDCT that combined with DLR algorithm on chest is equivalent to RDCT on image quality and the detection rate of lung nodule,and it significantly reduce radiation exposure on patients at the same time.
3.Study on the Inhibitory Mechanism of Pomegranate Peel Polyphenols on Human Prostate Cancer PC 3 Cells Ba- sed on Apoptosis and Autophagy Pathway
Tian FENG ; Meng LIU ; Lufeng CHENG ; Xiaoli GAO ; Xiaojun YANG
China Pharmacy 2020;31(16):1978-1983
OBJECTIVE:To st udy the inhibitory mechanism of pomegranate peel polyphenols (PPP)on the proliferation of human prostate cancer PC 3 cells based on autophagy and apoptosis pathway. METHODS :CCK-8 assay was used to investigate the effects of PPP with different concentrations (25-300 μg/mL)on PC 3 cell activity after culturing for 24,48,72 h,so as to screen the drug concentration and treatment time. PC 3 cells were divided into control group (complete culture medium ),PPP low- ,medium- and high-concentration groups. After treated for 48 h,flow cytometry and Annexin V-FITC/PI staining were used to detect cell cycle distribution and apoptosis of PC 3 cells. Western blotting assay was used to detect the expression of apoptosis-related protein as Bax ,Bcl-2,as well as the expression of autophagy-related proteins as LC 3,Beclin-1,p62,Atg12 and Atg 16. RESULTS :The culturing time was chosen as 48 h. IC 50 of PPP was 110 μg/mL,and 50,100,200 μg/mL were chosen as low,medium,high concentrations of PPP. Compared with control group ,the percentage of PC 3 cells at phase G 0/G1 decreased significantly in PPP low- and medium-concentration groups while increased significantly at phase S ;that of PC 3 cells at phase G 0/G1 increased significantly in PPP high-concentration group ; while that of PC 3 cells at phase G 2/M decreased significantly in PPP medium- and high-concentration groups (P<0.05 or P<0.01). The apoptosis rate of PC 3 cells was increased significantly in PPP groups (P< 0.05 or P<0.01). Compared with control group ,protein expression of anti-apoptosis protein Bcl- 2 and autophagy-related promoting protein p 62 were decreased in PPP groups to different extents ,while protein expression of promoting-apoptosis protein Bax as wells as autophagy-related protein LC 3-Ⅱ/LC3-Ⅰ ration and protein expression of Beclin- 1,Atg5,Atg12 and Atg 16 were increased to different extents ;there was statistical significance in above indexes in PPP high-concentration group and some of above indexes in PPP low- and medium-concentration groups (P<0.05 or P<0.01). CONCLUSIONS :PPP can inhibit the proliferation of human prostate cancer PC 3 cells,mechanism of which may be related to inducing autophagy and promoting apoptosis.
4.Construction of continuous renal replacement therapy nursing quality evaluation index system based on the structure-process-outcome theory
Youru XUE ; Wei ZHANG ; Bingxiu GUO ; Tian ZHOU ; Lufeng ZHAO ; Shuangshuang LI
Chinese Journal of Practical Nursing 2018;34(1):55-59
Objective To establish CRRT nursing quality evaluation index system based on the structure-process-outcome theory, so as to guide clinical nursing and evaluate CRRT nursing quality. Methods Based on structure-process-outcome theory,the evaluation index system was established by literature review,expert group discussion, Delphi method and semi-structural interviews with 10 nursing staff. Results The returning rates of questionnaires in the first and second round expert consultation were 94.29%(33/35) and 97.14%(34/35), respectively. The authority coefficient of the experts was 0.89, and the coordination coefficient of experts' opinion was 0.294. The program included 3 first indexes, 15 second index and 73 items. Conclusions The result of the study can provide evaluation for the clinical nursing operation.
5.Classification and surgical management of pancreatic duct stones
Meifu CHEN ; Jinshu WU ; Bingzhang TIAN ; Lufeng LIANG ; Zili HE
Chinese Journal of Digestive Surgery 2010;09(5):347-349
Objective To explore the classification and surgical management of pancreatic duct stones.Methods The clinical data of 54 patients with pancreatic duct stones who were admitted to the People's Hospital of Hunan Province from June 1994 to November 2009 were retrospectively analyzed. Stones were found in the head of the pancreas (type Ⅰ ) in 31 patients, in the body and tail of the pancreas (type Ⅱ ) in 7 patients, and in all the pancreas (type Ⅲ ) in 16 patients. According to the types of the pancreatic duct stones, ten patients (6 with type Ⅰ , two with type Ⅱ and two with type Ⅲ pancreatic duct stones) received opening of the main pancreatic duct + pancreaticojejunostomy or pancreaticogastrostomy ( group A). Twenty-four patients ( 16 with type Ⅰ and eight with type Ⅲ pancreatic duct stones) received pancreaticoduodenectomy (group B). Fifteen patients (nine with type Ⅰ and six with type Ⅱ pancreatic duct stones) received subtotal resection of pancreatic head preserving duodenum (group C). Five patients with type Ⅱ pancreatic duct stones received resection of the body and tail of the pancreas and the spleen (group D). All data were analyzed using the t test. Results The mean operation time, blood loss, length of postoperative stay and hospital charges of group A were (2.2 ± 1.2)hours,( 127 ±24)ml,( 11.4 ±4.3) days and (3.24 ± 1.15 ) × 104 yuan, respectively. Five out of nine patients who were followed up had stone recurrence. The mean operation time, blood loss, length of postoperative stay and hospital charges of group B were (7.6 ± 1.1 ) hours, (409 ± 37 ) ml, ( 18.9 ± 2.5 ) days and (7.93 ± 1.35 ) × 104 yuan, respectively.No stone recurrence was detected in the 21 patients who were followed up. The mean operation time, blood loss,length of postoperative stay and hospital charges of group C were (4. 1 ± 0.7 ) hours, ( 156 ± 63 ) ml, ( 10.3 ±2.1 )days and (4. 12 ± 1.22) × 104 yuan, respectively. No stone recurrence was detected in the 15 patients who were followed up. The mean operation time, blood loss, length of postoperative stay and hospital charges of group D were (3.3 ± 1.4) hours, ( 185 ± 36 ) ml, ( 9.3 ± 2.0) days and ( 3.22 ± 1.05 ) × 104 yuan, respectively. No complication was detected after the operation, and no stone recurrence was detected in the three patients who were followed up. There were significant differences in the mean operation time, blood loss, length of postoperative stay and hospital charges between patients with type Ⅰ and Ⅲ pancreatic duct stones who received pancreaticoduodenectomy and subtotal resection of pancreatic head preserving duodenum (t = 12. 143, 14. 099, 11. 550, 9. 103,P < 0.05 ). Conclusions Classification of the pancreatic duct stones is important for choosing the proper surgical procedure. Subtotal resection of pancreatic head preserving duodenum is ideal for the treatment of patients with type Ⅰ or Ⅱ pancreatic duct stones.

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