1.Inverse distance weight interpolation method for missing data of PM2.5 spatiotemporal series
Yurou LIANG ; Hongling WU ; Weipeng WANG ; Feng CHENG ; Ping DUAN
Journal of Environmental and Occupational Medicine 2025;42(2):171-178
Background Fine particulate matter (PM2.5) monitoring stations may generate missing data for a certain period of time due to various factors. This data loss will adversely affect air quality assessment and pollution control decision-making. Objective To propose an inverse distance weighted (IDW) spatiotemporal interpolation method based on particle swarm optimization (PSO) to interpolate and fill missing PM2.5 spatiotemporal sequence data and increase interpolation accuracy. Methods An interpolation experiment was designed into two parts. The first part used hourly PM2.5 observational data from four moments on January 1, 2017 in the Yangtze River Delta region. The second part employed daily PM2.5 observational data from the first 10 d of January 2017 in the Beijing-Tianjin-Hebei region. Interpolation accuracy was evaluated using four metrics: root mean square error (RMSE), mean absolute error (MAE), mean absolute percentage error (MAPE), and mean relative error (MRE). Results IDW spatiotemporal interpolation method optimized with PSO significantly improved the accuracy of filling missing PM2.5 spatiotemporal sequence data. In the hourly-scale experiment conducted in the Yangtze River Delta region, compared to a distance index of 2, the accuracy metrics RMSE, MAE, MAPE, and MRE generated by the proposed method improved on average by 0.17 μg·m−3, 0.27 μg·m−3, 0.17%, and 0.01%, respectively. The PM2.5 spatial field maps generated for four moments based on this method clearly illustrated the spatiotemporal distribution characteristics of hourly PM2.5 concentrations in the Yangtze River Delta region. In the daily-scale experiment conducted in the Beijing-Tianjin-Hebei region, the PSO-optimized distance index outperformed the traditional method, with interpolation accuracy improvements of approximately 0.215 μg·m−3, 0.283 μg·m−3, 0.174%, and 0.014%, respectively. Furthermore, the seasonal PM2.5 spatial field maps generated by this method revealed the spatiotemporal distribution characteristics of PM2.5 concentrations in the Beijing-Tianjin-Hebei region across different seasons, further validating the effectiveness and applicability of this method. Conclusion The IDW spatiotemporal interpolation method optimized with PSO is highly accurate and reliable for interpolating the missing data in the Yangtze River Delta region and the Beijing-Tianjin-Hebei region, providing valuable insights for air pollution control and public health protection.
2.Estrogen, estrogen receptor and miR-21 in adenomyosis: their pathogenic roles and regulatory interactions
Yuyan ZENG ; Jinjin JIA ; Jie LU ; Cheng ZENG ; Hongling GENG ; Yi CHEN
Journal of Southern Medical University 2024;44(4):627-635
Objective To explore the pathogenic roles of miR-21, estrogen (E2), and estrogen receptor (ER) in adenomyosis. Methods We examined the expression levels of miR-21 in specimens of adenomyotic tissue and benign cervical lesions using qRT-PCR. In primary cultures of cells isolated from the adenomyosis lesions, the effect of ICI82780 (an ER inhibitor) on miR-21 expression levels prior to E2 activation or after E2 deprivation were examined with qRT-PCR. We further assessed the effects of a miR-21 mimic or an inhibitor on proliferation, apoptosis, migration and autophagy of the cells. Results The expression level of miR-21 was significantly higher in adenomyosis tissues than in normal myometrium (P<0.05). In the cells isolated from adenomyosis lesions, miR-21 expression level was significantly higher in E2 activation group than in ER inhibition+E2 activation group and the control group (P<0.05);miR-21 expression level was significantly lower in cells in E2 deprivation+ER inhibition group than in E2 deprivation group and the control group (P<0.05). The adenomyosis cells transfected with miR-21 inhibitor showed inhibited proliferation and migration, expansion of mitochondrial endoplasmic reticulum, increased lysosomes, presence of autophagosomes, and increased cell apoptosis, while transfection of the cells with the miR-21 mimic produced the opposite effects. Conclusion MiR-21 plays an important role in promoting proliferation, migration, and anti-apoptosis in adenomyosis cells by altering the cell ultrastructure, which may contribute to early pathogenesis of the disease. In addition to binding with E2, ER can also regulate miR-21 through other pathways to participate in the pathogenesis of adenomyosis, thus having a stronger regulatory effect on miR-21 than E2.
3.Estrogen, estrogen receptor and miR-21 in adenomyosis: their pathogenic roles and regulatory interactions
Yuyan ZENG ; Jinjin JIA ; Jie LU ; Cheng ZENG ; Hongling GENG ; Yi CHEN
Journal of Southern Medical University 2024;44(4):627-635
Objective To explore the pathogenic roles of miR-21, estrogen (E2), and estrogen receptor (ER) in adenomyosis. Methods We examined the expression levels of miR-21 in specimens of adenomyotic tissue and benign cervical lesions using qRT-PCR. In primary cultures of cells isolated from the adenomyosis lesions, the effect of ICI82780 (an ER inhibitor) on miR-21 expression levels prior to E2 activation or after E2 deprivation were examined with qRT-PCR. We further assessed the effects of a miR-21 mimic or an inhibitor on proliferation, apoptosis, migration and autophagy of the cells. Results The expression level of miR-21 was significantly higher in adenomyosis tissues than in normal myometrium (P<0.05). In the cells isolated from adenomyosis lesions, miR-21 expression level was significantly higher in E2 activation group than in ER inhibition+E2 activation group and the control group (P<0.05);miR-21 expression level was significantly lower in cells in E2 deprivation+ER inhibition group than in E2 deprivation group and the control group (P<0.05). The adenomyosis cells transfected with miR-21 inhibitor showed inhibited proliferation and migration, expansion of mitochondrial endoplasmic reticulum, increased lysosomes, presence of autophagosomes, and increased cell apoptosis, while transfection of the cells with the miR-21 mimic produced the opposite effects. Conclusion MiR-21 plays an important role in promoting proliferation, migration, and anti-apoptosis in adenomyosis cells by altering the cell ultrastructure, which may contribute to early pathogenesis of the disease. In addition to binding with E2, ER can also regulate miR-21 through other pathways to participate in the pathogenesis of adenomyosis, thus having a stronger regulatory effect on miR-21 than E2.
4.Application value of cervical vascular color Doppler ultrasound combined with serum miR-222-3p and miR-206 in the diagnosis of carotid artery stenosis in patients with cerebral infarction
Hongling DAI ; Cheng GUAN ; Liang CHEN
International Journal of Laboratory Medicine 2024;45(20):2501-2505
Objective To analyze the application value of cervical vascular color Doppler ultrasound com-bined with serum microRNA-222-3p(miR-222-3p)and microRNA-206(miR-206)in the diagnosis of carotid artery stenosis in patients with cerebral infarction.Methods A total of 90 patients with cerebral infarction ad-mitted to this hospital from July 2018 to July 2022 were selected as the study group,and were divided into mild stenosis group(29 cases),moderate stenosis group(35 cases),and severe stenosis group(26 cases)ac-cording to the degree of carotid artery stenosis.In addition,96 healthy people who underwent physical exami-nation in the hospital were selected as the control group.Real-time fluorescence quantitative PCR was used to detect the levels of serum miR-222-3p and miR-206 in each group.All patients with cerebral infarction under-went cervical vascular color Doppler ultrasound examination,and the clinical data of patients with different de-grees of stenosis were analyzed.Multivariate Logistic regression was used to analyze the factors affecting the degree of carotid artery stenosis in patients with cerebral infarction.The receiver operating characteristic(ROC)curve was used to evaluate the diagnostic value of carotid ultrasound indicators,serum miR-222-3p and miR-206 levels for the degree of carotid artery stenosis in patients with cerebral infarction.Results Compared with the control group,the study group had a significant increase in the serum level of miR-222-3p and a sig-nificant reduction in the serum level of miR-206(P<0.05).Compared with the mild stenosis group,the peak systolic velocity(PSV),end diastolic volume(EDV)and serum miR-222-3p level were increased,and the ser-um miR-206 level was decreased in the moderate stenosis group and the severe stenosis group(P<0.05).Compared with moderate stenosis group,EVD,PSV and serum miR-222-3p levels were significantly in-creased,and miR-206 level was decreased in severe stenosis group(P<0.05).EVD,PSV,serum miR-222-3p level were risk factors for carotid artery stenosis in patients with cerebral infarction,and serum miR-206 level was a protective factor for carotid artery stenosis in patients with cerebral infarction(P<0.05).The area un-der the curve of EVD,PSV combined with serum miR-222-3p and miR-206 in diagnosing the degree of carotid artery stenosis in patients with cerebral infarction was 0.991,and the sensitivity and specificity were 98.36%and 93.10%,respectively.It was better than that of EVD,PSV,serum miR-222-3p,and miR-206 alone(Zcombination-EVD=2.927,P=0.003,Z combination-PSV=2.834,P=0.005,Zcombination-miR-222-3p=3.300,P=0.001,Zcombination-miR-206=3.730,P<0.001).Conclusion Cervical vascular color Doppler ultrasound combined with ser-um miR-222-3p and miR-206 has application value in the diagnosis of carotid artery stenosis in patients with cerebral infarction.
5.Investigation report on an outbreak of cutaneous anthrax in Caoxian County, Heze City, Shandong Province in 2021
Qi ZHANG ; Shuang WANG ; Lixiao CHENG ; Ming FANG ; Xiaolin YU ; Hao LIANG ; Yao WANG ; Zhong LI ; Aiqiang XU ; Zengqiang KOU ; Hongling WEN
Chinese Journal of Endemiology 2023;42(6):493-497
Objective:To analyze the cause and epidemiological characteristics of an outbreak of cutaneous anthrax in Caoxian County, Heze City, Shandong Province, and to provide scientific basis for anthrax prevention and control.Methods:Using on-site epidemiological investigation methods and the "Anthrax Epidemiological Case Investigation Form", case investigations were conducted based on the epidemiological contact history and close contacts of suspected anthrax cases reported by the national health care system ( n = 83). Scorched skin smears, diseased cattle tissues, soil samples from the slaughter site and smears from slaughter utensils were collected from cases for Real-time PCR testing and pathogenic bacteria isolation and culture, respectively. Anthrax determination criteria were carried out with reference to "Anthrax Diagnosis" (WS 283-2020). Results:A total of 13 cases of cutaneous anthrax were found in this outbreak, including 12 clinically diagnosed cases and one confirmed case (positive Real-time PCR test and isolation of a strain of Bacillus anthracis). The epidemiological investigation determined that the source of infection in this outbreak was diseased cattle, the transmission route was through slaughter of diseased cattle, contact with contaminated utensils and related cattle products, and the patients were mainly engaged in occupations related to cattle slaughter or cattle product collection and sale. A total of 84 samples were collected, including 13 skin scabs, 64 environmental samples and 7 beef samples. Thirty-six positive PCR tests were performed, with a positive rate of 42.86% (36/84). Among them, 100.00% (13/13) were positive for skin scab smear specimens, 29.69% (19/64) for environmental samples and 4/7 for beef samples. A total of 8 strains of Bacillus anthracis were isolated, including 6 environmental specimens, 1 suspected case and 1 beef strain, with an overall detection rate of 9.52% (8/84). Eighty-three close contacts were investigated. Thirteen households involved in the epidemic were disinfected by spraying (200 ml/m 2) with chlorine-containing disinfectant (5 000 mg/L), and a total of 40 households involved in the epidemic were disinfected, covering an area of about 10 765 m 2. Forty-five pieces of suspected contaminated clothing were burned and disposed of, and 152 pieces of kitchenware were soaked. Conclusions:Slaughter of infected cattle, contact with contaminated utensils and related cattle products are the main causes of this skin anthrax outbreak. Strengthening market supervision, deepening inter-animal epidemic prevention, carrying out publicity and education on anthrax prevention and control, and enhancing practitioners' awareness of disease prevention is the key to prevent anthrax from occurring.
6.Correlation of polymorphisms at the matrix metalloproteinase-3-1612 position of the promoter region with the inflammatory response and oxidative stress in elderly patients with cerebral ischemic stroke
Cheng MIAO ; Zhiyong WANG ; Hongling ZHAO ; Xuanzhao GAO ; Lianping MA ; Jing YANG ; Wenguang CHANG
Chinese Journal of Geriatrics 2023;42(10):1174-1179
Objective:To investigate the association of polymorphisms at the matrix metalloproteinase(MMP)-3-1612 position of the promotor region with the inflammatory response and oxidative stress in elderly patients with cerebral ischemic stroke.Methods:In this retrospective study, 129 elderly patients with cerebral infarction diagnosed and treated in our hospital between March 2019 and March 2021 were enrolled as the study group, and 110 healthy subjects were selected as the control group.Polymorphisms of the MMP-3-1612 position in the promotor region, the inflammatory response and oxidative stress were examined using appropriate parameters and the associations between them were analyzed. Results:Compared with the control group, the proportions of patients with hypertension, diabetes, and smoking history in the study group were significantly higher( χ2=16.05, 17.19, 14.19, all P<0.05), and the levels of fasting blood glucose, low-density lipoprotein, and homocysteine were also significantly higher( t=6.22, 3.64, 2.69, all P<0.05).Meanwhile, compared with patients carrying the MMP-3-5A/6A or the MMP-3-6A/6A genotype, the levels of serum inflammatory markers such as high mobility group box-1 protein(HMGB1), fractalkine(FKN), tumor necrosis factor-α(TNF-α), interleukin-1β(IL-1β)and interleukin-17(IL-17)in patients carrying the MMP-3 gene 5A/5A genotype were significantly higher(all P<0.05).In addition, the expression of serum oxidative stress-related molecules Kelch-like ECH-associated protein 1(Keap1), nuclear factor erythroid-2 related factor2(Nrf2), antioxidant response element(ARE), quinone oxidoreductase 1(NQO1), and heme oxygenase-1(HO-1)was also significantly increased(all P<0.05), but there was no difference in these markers between patients carrying the MMP-3-5A/6A genotype and patients carrying the MMP-3-6A/6A genotype( P>0.05).Patients carrying the 5A/5A genotype and the 6A/6A genotype exhibited only one 97 bp band and one 120 bp band, respectively, while the patients carrying the 5A/6A genotype exhibited two 97 bp bands and two 120 bp bands.There was no statistical difference in the number of patients carrying the 5A/6A genotype in the cerebral infarction group compared with the control group( P>0.05), and the number of patients carrying the 5A/5A genotype in the cerebral infarction group was higher than that in the control group(69% or 53.49% vs.35% or 31.82%, χ2=11.34, P<0.05).Polymorphisms of the MMP-3 gene had a positive correlation with the risk of stroke( r=0.25, P<0.05). MMP-3-1612 gene polymorphism( OR=7.21, 95% CI: 1.13-1.83, P=0.01), elevated blood glucose( OR=1.27, 95% CI: 1.18-2.06, P<0.001), high homocysteine( OR=1.05, 95% CI: 1.08-1.58, P<0.01), hypertension( OR=5.414, 95% CI: 1.140-4.46, P<0.01), elevated low-density lipoprotein( OR=4.03, 95% CI: 1.03-2.35, P=0.02), coronary heart disease( OR=1.17, 95% CI: 1.47-3.19, P<0.01)and diabetes( OR=8.52, 95% CI: 1.32-4.71, P<0.01)were risk factors for cerebral infarction. Conclusions:In elderly patients with cerebral infarction, polymorphisms of the MMP-3-1612 position in the promotor region is closely related to the risk of cerebral ischemic stroke, the inflammatory response and oxidative stress.MMP-3 gene polymorphisms are risk factors for stroke.
7.Diagnosis and treatment of multiple myeloma in Hunan Province.
Feiyang LIU ; Qian CHENG ; Kui SONG ; Huan YU ; Junjun LI ; Hui ZHANG ; Guoyu HU ; Ming ZHOU ; Jun WANG ; Zhongqi DING ; Zimian LUO ; Ting PENG ; Liang DING ; Liang ZHAO ; Jing LIU ; Yanjuan HE ; Hongling PENG
Journal of Central South University(Medical Sciences) 2022;47(4):497-504
OBJECTIVES:
There is less clinical data on multiple myeloma (MM) in China, and the aim of this study was to collect and analyze the clinical data of newly diagnosed multiple myeloma (NDMM) patients in Hunan Province during 1 year, to understand the real clinical features and treatment outcome for Hunan Province patients with MM, and to strengthen the understanding of the standardized diagnosis process and treatment plan of MM.
METHODS:
The clinical data of 529 patients with NDMM in 12 large-scale general hospitals in Hunan Province from January 1 to December 31, 2019 were collected and analyzed, including baseline data, treatment regimens, duration of treatment, and adverse reactions. The clinical characteristics, treatment, and safety of patients were analyzed by SPSS 21.0.
RESULTS:
Among the 529 NDMM patients, the age was 33-90 (median 64) years and the male-female ratio was 1.38꞉1. The clinical features ranged from high to low were as follows: Bone pain (77.7%), anemia (66.8%), renal insufficiency (40.6%), hypercalcemia (15.1%). Typing: IgG 46.5%, IgA 24.6%, IgD 2.6%, IgM 0.8%, light chain 15.7%, double clone 3.0%, no secretion 0.6%, absence 6.2%. Staging: Durie-Salmon stage I, II, and III were 4.5%, 10.6%, 77.3%, respectively, and 40 cases (7.6%) missed this data. International Staging System (ISS) stage I, II, and III were 10.4%, 24.4%, and 47.6%, respectively, and 93 cases (17.6%) were missing. Revised International Staging System (R-ISS) stage I, II, and III were 5.5%, 27.0%, 23.1%, respectively, and 235 cases (44.4%) missed this data. Among the 98 NDMM patients in the Third Xiangya Hospital, Central South University, Durie-Salmon (DS) stage missing 2.0%, ISS stage missing 12.3%, and R-ISS stage missing 12.3%.Treatment: Among the 529 patients,475 received treatment, the rate of treatment was 89.8%; 67.4% of the patients were able to complete four courses of chemotherapy at induction phase, 90.3% of the patients received proteasome inhibitor based combination chemotherapy regimen more than once, 67.2% received immunomodulator based regimen more than once, and 59.8% of the patients received proteasome inhibitor and immunomodulator based combination chemotherapy regimen more than once. Curative: Overall response rate (ORR) and high quality response rate (HQR) of the 4-course group were better than those of the 2-course group (ORR: 85% vs 65%, P=0.006; HQR: 68.3% vs 24.0%, P<0.001). The HQR of the standard chemotherapy group was better than that of the non-standard chemotherapy group (65.1% vs 48.2%, P=0.035). Adverse reactions during treatment included hematologic toxicity (17.5%), peripheral neuropathy (24.8%), gastrointestinal adverse events (23.8%), pulmonary infection (25.9%), herpes zoster (4.6%), and venous thrombotic events (1.7%).
CONCLUSIONS
In 2019, the missed diagnosis rate of MM patients was high, the medium age of diagnosis was older, and the accuracy of patient diagnosis was not high. There is a great difference among medical centers, especially in the stage and risk stratified, nearly half of NDMM patients are not diagnosed with R-ISS stage; the lack of cytogenetic data needs to be supplemented by follow-up studies. A high proportion of patients with NDMM present with bone pain and anemia.Patients received treatment have higher use of chemotherapy regimens containing proteasome inhibitors and/or immunomodulators, but there is a significant gap among different medical centers, and standardized treatment needs to be strengthened. The safety during chemotherapy is controllable.
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
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Female
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Humans
;
Immunologic Factors/therapeutic use*
;
Male
;
Middle Aged
;
Multiple Myeloma/therapy*
;
Neoplasm Staging
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Pain
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Prognosis
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Proteasome Inhibitors/therapeutic use*
8.Reconstruction of type Ⅳ axillary scar contracture with rectangular scar flap combined with autologous thinning split-thickness skin graft
Zhongheng LONG ; Pei XU ; Hongling ZHANG ; Jing ZENG ; Hu GAO ; Cheng TANG ; Xiangming ZHANG
Chinese Journal of Plastic Surgery 2022;38(2):191-195
Objective:To investigate the clinical effect of rectangular scar flap combined with autologous thinning split-thickness skin graft for repairing type Ⅳ axillary scar contracture deformity after extensive burns.Methods:From January 2015 to January 2019, patients with type Ⅳ axillary scar contracture deformity after extensive burns were admitted to the Department of Skin Wound Repair Center of Wuhan Third Hospital. Rectangular scar flaps were used to reconstruct the axillary area, Y-shaped incision was made on the short side to release the scar, the resulting defects after flap formation were repaired with autologous split-thickness skin grafts. The hyperplasia and contracture of the grafted skin, the size of rectangular scar flap, the appearance of axilla, the growth of residual axillary hair, and the range of motion of shoulder joint were observed during the follow-up of 18 months to 3 years.Results:A total of 6 cases were selected, including 2 males and 4 females, aged from 18 to 58 years, with the duration of scar contracture deformity ranging from 1 to 23 years. The rectangular scar flaps of all 6 patients survived. At the follow-up of 18 months to 3 years, the axillary scar hyperplasia and the skin graft contracture were mild. At 18 months after operation, the function of shoulder joint was restored with 180° shoulder abduction and lifting. Axillary appearance and residual axillary hair growth were satisfactory, the self-care ability and the quality of life of patients improved.Conclusions:Rectangular scar flap combined with autologous thinning split-thickness skin graft is a good method for repairing type Ⅳ axillary scar contracture in patients with lack of autologous skin sources for extensive burns.
9.Reconstruction of type Ⅳ axillary scar contracture with rectangular scar flap combined with autologous thinning split-thickness skin graft
Zhongheng LONG ; Pei XU ; Hongling ZHANG ; Jing ZENG ; Hu GAO ; Cheng TANG ; Xiangming ZHANG
Chinese Journal of Plastic Surgery 2022;38(2):191-195
Objective:To investigate the clinical effect of rectangular scar flap combined with autologous thinning split-thickness skin graft for repairing type Ⅳ axillary scar contracture deformity after extensive burns.Methods:From January 2015 to January 2019, patients with type Ⅳ axillary scar contracture deformity after extensive burns were admitted to the Department of Skin Wound Repair Center of Wuhan Third Hospital. Rectangular scar flaps were used to reconstruct the axillary area, Y-shaped incision was made on the short side to release the scar, the resulting defects after flap formation were repaired with autologous split-thickness skin grafts. The hyperplasia and contracture of the grafted skin, the size of rectangular scar flap, the appearance of axilla, the growth of residual axillary hair, and the range of motion of shoulder joint were observed during the follow-up of 18 months to 3 years.Results:A total of 6 cases were selected, including 2 males and 4 females, aged from 18 to 58 years, with the duration of scar contracture deformity ranging from 1 to 23 years. The rectangular scar flaps of all 6 patients survived. At the follow-up of 18 months to 3 years, the axillary scar hyperplasia and the skin graft contracture were mild. At 18 months after operation, the function of shoulder joint was restored with 180° shoulder abduction and lifting. Axillary appearance and residual axillary hair growth were satisfactory, the self-care ability and the quality of life of patients improved.Conclusions:Rectangular scar flap combined with autologous thinning split-thickness skin graft is a good method for repairing type Ⅳ axillary scar contracture in patients with lack of autologous skin sources for extensive burns.
10.Feasibility of high concentrated contrast media combined with monochromatic images to improve image quality with double low scanning in dual-layer spectral coronary CT angiography
Peijun LIU ; Yining WANG ; Yang JIAO ; Xiaomei LU ; Shenghui YU ; Yan YI ; Cheng XU ; Hongling FAN ; Yun WANG ; Yun LIN ; Zhengyu JIN
Chinese Journal of Radiology 2020;54(6):514-520
Objective:To evaluate the feasibility of high concentrated contrast media combined with monochromatic images to improve image quality with double low scanning in dual-layer spectral coronary CT angiography.Methods:Fifty-six patients with suspected coronary artery disease were enrolled and randomly separated into two groups. All patients were scanned at 120 kVp in step-and-shoot mode using a dual-layer detector CT (IQon spectral CT). Patients were either injected with 18 ml high concentration contrast medium(400 mgl/ml) at 2 ml/s (group A) or 45 ml contrast medium (370 mgl/ml) at 4 ml/s (group B). Forty to 80 keV monoenergetic images with 10 keV increment and conventional image (group A2) were reconstructed for group A, conventional poly-energetic image was reconstructed for group B. Region of interest was placed on aorta root (AO), middle segment of left anterior descending (LAD), left circumflex (LCX) and right coronary artery (RCA) to measure the attenuation and noise, signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR). Image quality was assessed by two reviewers independently with a 4-point scale on image quality (1-undiagnostic,4-excellent). The objective and subjective image evaluation were compared using the Kruskal-Wallis test. The Steel Dwass was used for multiple comparisons between monoenergetic images in Group A and conventional images in Group B, after the Kruskal-Wallis test.Results:There were significant differences among the attenuation, noise, SNR and CNR of group B, group A2, and monoenergetic images(all P<0.001).The CT value in the aortic root was significantly higher at 40-50 keV monoenergetic images than that in group B(all P<0.05), and similarly, the CT value in LAD,LCX and RCA at 40 keV were superior than that in group B(all P<0.001). There was no significant difference in the noise of the aortic root among 40 keV image, group A2 and group B(all P>0.05),while the noise in the 50-80 keV monoenergetic images were significantly lower than that in Group B(all P<0.001). The SNR and CNR in the aortic root were significantly higher at 40-60 keV monoenergetic images than that in group B(all P<0.001).The SNR in LAD and RCA at 40,50 keV and the CNR in LAD and RCA at 40-60 keV were higher than that in group B(all P<0.01).The SNR at 40-60 keV and CNR at 40-70 keV in LCX were superior than that in group B(all P<0.05). There were significant differences among the subjective image quality score of group B, group A2, and monoenergetic images(all P<0.001).The subjective image quality score of 40,50 keV images were not significantly different from that in group B (all P>0.05),while the score in 60-80 keV image and group A2 were lower than that of Group B(all P<0.001). Conclusion:40,50 keV low monochromatic images derived from dual-layer spectral detect CT combined with high concentrated contrast media can provide comparable or superior image quality with double low scanning in CCTA study.

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