Objective To explore the value of curvature value of liver surface nodularity(LSN)based on MRI in evaluating liver function in patients with liver cirrhosis.Methods A retrospective analysis was made on the patients who underwent upper abdomen MR examination at 3.0T.The normal liver function patients and cirrhosis patients were enrolled in the study and then the Child-Pugh score of the patients were calculated.The patients were divided into three groups:normal liver group,compensated cirrhosis group and decompensated cirrhosis group.The water phase imaging of 3D modified Dixon fast field echo(mDixon-FFE)sequence was copied in DICOM format.ITK software was used to manually draw the full-thickness liver edge by two observers.The curvature value of LSN was obtained by using matlab self compiled code for follow up analysis.Kruskal-Wallis H test was used to compare the curvature value between the groups.The receiver operating characteristic(ROC)curve was drawn and the area under the curve(AUC)was obtained.Spearman test was used for the correlation analysis.Results The curvature values of LSN among the normal liver,compensated cirrhosis and decompensated cirrhosis groups gradually increased(P<0.05).Comparing normal liver with compensated cirrhosis,the AUC of diagnosing compensated cirrhosis was 0.84,with the sensitivity of 72.7%and the specificity of 89.3%.Comparing compensated cirrhosis with decompensated cirrhosis,the AUC of diagnosing decompensated cirrhosis was 0.91,with the sensitivity of 80%and the specificity of 90.9%.There was a moderate positive correlation between the curvature value of LSN and liver function score in patients with cirrhosis(r=0.63,P=0.002).Conclusion The curvature value of LSN based on MRI can be used for preliminary evaluation of liver function of liver cirrhosis,with the AUC more than 0.80 and higher sensitivity and specificity.

Objective:To investigate the association between air pollutant exposure levels and the risk of atrial fibrillation and to evaluate the mediating role of serum uric acid levels in the association between air pollutant levels and atrial fibrillation risks.Methods:This study was a case-control study, and the data of the atrial fibrillation group was derived from atrial fibrillation patients diagnosed at the Zhongda Hospital, Affiliated to Southeast University, from January 2014 to April 2021, and data of control group was derived from those without atrial fibrillation at the screening in Qixia District, Nanjing City, in March to April 2019. A 1∶1 propensity score matching was performed with the matched variables of age and sex. Air pollutant exposure data were collected from 9 air quality monitoring stations in Nanjing from January 2014 to April 2021, including NO 2, CO, PM 2.5 and PM 10. Exposure to air pollutants was converted to respiratory exposure levels according to an approximate formula. Multivariate logistic regression models were used to analyze the association between air pollutants and the risk of atrial fibrillation. Mediation analysis was used to investigate the mediating role and magnitude of serum uric acid in the association pathway between the four air pollutants (PM 2.5, PM 10, NO 2, and CO) and atrial fibrillation. Results:The atrial fibrillation group was aged (68.7±11.3) years, with 544 (51.8%) males; the control group was aged (68.5±8.9) years, with 543 (51.7%) males. Multivariate logistic regression models suggested that individual exposure levels of all four air pollutants were associated with the increased risks of atrial fibrillation. Every 1 μg·kg -1·d -1 increased in NO 2 was associated 12.1% increased risk of atrial fibrillation among the individuals ( OR=1.121, 95% CI:1.098-1.144); For every 1 μg·kg -1·d -1 increased in CO, the individual risk of atrial fibrillation increased by 0.7% ( OR=1.007, 95% CI: 1.006-1.008). For each 1 μg·kg -1·d -1 increase in PM 2.5 exposure level, the individual risk of atrial fibrillation increased by 14.2% ( OR=1.142, 95% CI: 1.120-1.164). For each 1 μg·kg -1·d -1 increase in PM 10 exposure level, the individual risk of atrial fibrillation increased by 3.7% ( OR=1.037, 95% CI: 1.028-1.046). The results of the mediation analysis suggested that serum uric acid levels mediated 5.6% ( P=0.032) causal effects of PM 2.5 on atrial fibrillation risks and 7.5% ( P=0.010) mediated by CO. Conclusion:Air pollutant exposure was a risk factor for the development of atrial fibrillation and uric acid mediated the increased risk of atrial fibrillation by PM 2.5 and CO.

Objective:To explore potential predictors of refractory Mycoplasma pneumoniae pneumonia (RMPP) in early stage. Methods:The prospective multicenter study was conducted in Zhejiang, China from May 1 st, 2019 to January 31 st, 2020. A total of 1 428 patients with fever >48 hours to <120 hours were studied. Their clinical data and oral pharyngeal swab samples were collected; Mycoplasma pneumoniae DNA in pharyngeal swab specimens was detected. Patients with positive Mycoplasma pneumoniae DNA results underwent a series of tests, including chest X-ray, complete blood count, C-reactive protein, lactate dehydrogenase (LDH), and procalcitonin. According to the occurrence of RMPP, the patients were divided into two groups, RMPP group and general Mycoplasma pneumoniae pneumonia (GMPP) group. Measurement data between the 2 groups were compared using Mann-Whitney U test. Logistic regression analyses were used to examine the associations between clinical data and RMPP. Receiver operating characteristic (ROC) curves were used to analyse the power of the markers for predicting RMPP. Results:A total of 1 428 patients finished the study, with 801 boys and 627 girls, aged 4.3 (2.7, 6.3) years. Mycoplasma pneumoniae DNA was positive in 534 cases (37.4%), of whom 446 cases (83.5%) were diagnosed with Mycoplasma pneumoniae pneumonia, including 251 boys and 195 girls, aged 5.2 (3.3, 6.9) years. Macrolides-resistant variation was positive in 410 cases (91.9%). Fifty-five cases were with RMPP, 391 cases with GMPP. The peak body temperature before the first visit and LDH levels in RMPP patients were higher than that in GMPP patients (39.6 (39.1, 40.0) vs. 39.2 (38.9, 39.7) ℃, 333 (279, 392) vs. 311 (259, 359) U/L, both P<0.05). Logistic regression showed the prediction probability π=exp (-29.7+0.667×Peak body temperature (℃)+0.004×LDH (U/L))/(1+exp (-29.7+0.667×Peak body temperature (℃)+0.004 × LDH (U/L))), the cut-off value to predict RMPP was 0.12, with a consensus of probability forecast of 0.89, sensitivity of 0.89, and specificity of 0.67; and the area under ROC curve was 0.682 (95% CI 0.593-0.771, P<0.01). Conclusion:In MPP patients with fever over 48 to <120 hours, a prediction probability π of RMPP can be calculated based on the peak body temperature and LDH level before the first visit, which can facilitate early identification of RMPP.

Purpose To explore the application value of 1 024×1 024 reconstruction matrix combined with iterative reconstruction algorithm(Karl)in computed tomography angiography(CTA)of gastric vessels and tumor-supplying arteries.Materials and Methods Thirty patients with gastric tumors who underwent clinical gastric CTA from March to June 2022 at the First Affiliated Hospital of Dalian Medical University were prospectively collected.The original data of CT scan images were grouped and reconstructed.Group A used the conventional 512×512 matrix combined with Karl-5 reconstruction;group B used 1 024×1 024 large reconstruction matrix combined with different levels of Karl algorithm reconstruction,obtaining three subgroups:B1(Karl 5),B2(Karl 7)and B3(Karl 9).The CT and SD values of abdominal aorta at the origin of the left gastric artery,celiac trunk,splenic artery,hepatic artery and the subcutaneous fat tissue of the abdominal wall were measured,and the signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)were calculated.The image quality of each group was assessed by two observers using a 5-point scale.Results The two observers had good consistency in the evaluation of image quality(Kappa=0.782-0.789,P<0.05).Subjective scores for groups B1 to B3 were all better than those for group A,with the highest score in group B2(two-dimensional scores:χ2=27.309,24.250;three-dimensional scores:χ2=21.964,21.294;all P<0.05).The gastric artery system was involved in tumor blood supply in 25 cases of 30 gastric tumors,with the clarity rate of each vessel in group B2 being superior to group A.There were no statistically significant differences in CT values of vessels between groups A,B1 and B2(t=-1.918-2.720,P>0.05),and apart from the SD of the abdominal aorta and CNR of the hepatic artery,differences in SD values,SNR,CNR,and background noise between group B2 and group A were not significant(t=-5.909-5.768,P>0.05);images from B1 to B3 showed a gradual decrease in SD values(F=2.881-27.109,P<0.05)and a gradual increase in SNR and CNR(F=3.612-12.149,P<0.05)as the level of Karl algorithm increased.Conclusion 1 024×1 024 reconstruction matrix combined with Karl-7 can improve the image quality and enhance the display effect of gastric microvessels and tumor-supplying artery branches,which have good clinical application value.

Purpose To study the changes of white matter microstructure in moderate and severe obstructive sleep apnea-hypopnea syndrome(OSAHS)via synthetic MRI.Materials and Methods A total of 30 patients with moderate and severe OSAHS diagnosed for the first time and 30 healthy controls were prospectively collected in General Hospital of Taiyuan Iron&Steel(Group)Co.,LTD from October 2022 to September 2023.Both groups underwent routine MRI,3D-T1 MPRAGE and synthetic MRI scans.The T1,T2 and proton density(PD)values of multiple white matter regions in the two groups were compared,and the correlation between T1,T2 and PD values in different brain regions and sleep parameters was analyzed.Results Compared with the control group,the T1 value were increased in various white matter regions,including the right cerebral peduncle,cingulate fasciculus,posterior thalamic radiation,external capsule,bilateral internal capsule,corona radiata,superior longitudinal fasciculus and superior frontal-occipital fasciculus(t/Z=-3.267-3.286,all P<0.05).The T2 value of the left inferior cerebellar peduncle was decreased(Z=2.114,P=0.035),and the T2 value of the right posterior thalamic radiation and bilateral external capsule were increased(Z=-2.410,-2.484,-2.306,all P<0.05).Furthermore,the PD value were increased in corpus callosum,left internal capsule,sagittal layer,hippocampus,right posterior thalamic radiation,cingulate fasciculus,bilateral corona radiata and superior longitudinal fasciculus(t/Z=-3.726-2.757,all P<0.05).The apnea hypopnea index of patients with moderate and severe OSAHS was positively correlated with the T1 value(r=0.387,P=0.035)and PD value(r=0.382,P=0.037)of the right cingulate bundle,and there was no correlation between the lowest oxygen saturation and the quantitative parameters in moderate and severe OSAHS(P>0.05).Conclusion Synthetic MRI can sensitively observe the changes of white matter relaxation values in moderate and severe OSAHS,and has high application value in evaluating the damage of white matter in OSAHS.

Objective:To investigate the value of quantitative parameters of amide proton transfer-weighted (APTw) imaging and dynamic contrast-enhanced (DCE)-MRI for preoperative assessment of human epidermal growth factor receptor 2 (Her-2) gene expression in endometrial cancer (EC).Methods:This research conducted a diagnostic pilot study involving 68 patients with pathologically confirmed EC at the First Hospital of Dalian Medical University from August 2019 to August 2023. Patients were categorized into Her-2-positive group (33 cases) and Her-2-negative group (35 cases) based on postoperative Her-2 gene expression results. Utilizing the APTw and DCE-MRI sequences, quantitative parameters including the asymmetric magnetization transfer ratio (MTR asym) for APTw and the volumetric transfer constant (K trans), plasma volume fraction (V p), extracellular mesenchymal space (V e), and rate constant (K ep) for DCE-MRI were acquired for the lesion site. Statistical differences in the values of each quantitative parameter between the two groups were evaluated using two independent sample t test or Mann-Whitney U test. The study incorporated quantitative parameters and clinicopathological data of patients to identify independent predictors of EC Her-2 gene expression through logistic regression analysis. A diagnostic model was developed using binary logistic regression analysis. The effectiveness of the parameters and diagnostic model was evaluated using receiver operating characteristic curves. DeLong test was used to compare the differences between the areas under the curves (AUC). Results:The study found statistically significant differences in MTR asym, K trans, and V e between the Her-2-positive group and the Her-2-negative group ( Z=2.55, P=0.011; t=-2.03, P=0.047; t=-2.13, P=0.037). However, the differences in V p and K ep were not statistically significant ( Z=0.58, P=0.560; Z=0.19, P=0.849). MTR asym emerged as a significant independent predictor of Her-2 gene expression in EC ( OR=1.016, 95% CI 1.003-1.030, P=0.014). Incorporating MTR asym, K trans, and V e, the diagnostic model yielded an AUC (95% CI) of 0.745 (0.625-0.864). The AUC (95% CI) for MTR asym, K trans, and V e alone were 0.680 (0.551-0.808), 0.623 (0.485-0.760), and 0.656 (0.523-0.789) respectively. The differences in AUC between the diagnostic model and individual predictors MTR asym, K trans, and V e were not found to be statistically significant ( Z=1.40, 1.92, 1.37, P=0.163, 0.055, 0.171). Conclusion:The quantitative parameters of APTw and DCE-MRI sequences can preoperatively assess EC Her-2 gene expression from a different perspective, with MTR asym potentially serving as a valuable independent predictor.

Objective:To explore the consistency of MRI fast field echo resembling a CT using restricted echo-spacing (FRACTURE) and CT in the evaluation of knee and ankle bone changes.Methods:From November 2020 to November 2021, seventeen patients who underwent CT and MRI FRACTURE examinations of knee joint or ankle joint in the First Affiliated Hospital of Dalian Medical University were retrospectively collected, including 14 patients with knee joint examinations and 3 patients with ankle joint examinations. According to the number of joint components, 80 components were included, including 14 for femur and patella, 17 for tibia and fibula, and 3 for talus, scaphoid, medial cuneiform, medial cuneiform, lateral cuneiform and calcaneus, respectively. The fracture, hyperosteogeny, and bone destruction of the joint bones were evaluated by two observers using CT and FRACTURE images, respectively. Kappa test was used to analyze the consistency of CT and FRACTURE images between observers in the evaluation of joint bone lesions.Results:The Kappa values (95%CI) of the consistency evaluation of fracture, hyperosteogeny, and bone destruction by CT and FRACTURE images were 0.925 (0.823-1.027), 0.905 (0.799-1.011) and 0.895(0.752-1.038) respectively for observer 1, and were 0.963 (0.892-1.034), 0.933 (0.843-1.023) and 0.886 (0.731-1.041) respectively for observer 2. The Kappa values (95%CI) of the consistency evaluation of fracture, hyperosteogeny, and bone destruction by observers 1 and 2 via CT images were 1.000 (1.000-1.000), 0.937(0.851-1.023) and 0.945 (0.839-1.051) respectively, and that by FRACTURE images were 0.962 (0.888-1.036), 0.966 (0.899-1.033) and 0.836 (0.656-1.016) respectively.Conclusion:For the evaluation of fracture, hyperosteogeny, and bone destruction of knee joint and ankle joint, MRI FRACTURE sequence is highly consistent with CT.

Hepatocellular carcinoma (HCC) is the most common liver malignancy, where HCC segmentation and prediction of the degree of pathological differentiation are two important tasks in surgical treatment and prognosis evaluation. Existing methods usually solve these two problems independently without considering the correlation of the two tasks. In this paper, we propose a multi-task learning model that aims to accomplish the segmentation task and classification task simultaneously. The model consists of a segmentation subnet and a classification subnet. A multi-scale feature fusion method is proposed in the classification subnet to improve the classification accuracy, and a boundary-aware attention is designed in the segmentation subnet to solve the problem of tumor over-segmentation. A dynamic weighted average multi-task loss is used to make the model achieve optimal performance in both tasks simultaneously. The experimental results of this method on 295 HCC patients are superior to other multi-task learning methods, with a Dice similarity coefficient (Dice) of (83.9 ± 0.88)% on the segmentation task, while the average recall is (86.08 ± 0.83)% and an F1 score is (80.05 ± 1.7)% on the classification task. The results show that the multi-task learning method proposed in this paper can perform the classification task and segmentation task well at the same time, which can provide theoretical reference for clinical diagnosis and treatment of HCC patients.
Humans ; Carcinoma, Hepatocellular ; Liver Neoplasms ; Learning

Objective:To investigate the antigen-sparing effects of crude polysaccharides from Cistanche deserticola Y. C.Ma (CPCD) for influenza virus vaccine (IVV). Methods:ICR mice were immunized subcutaneously with CPCD combined with different doses of IVV (0.01 μg and 0.1 μg). Hemagglutinin inhibition (HI) assay was used to detect HI titers in serum samples. Indirect ELISA was performed to detect the levels of specific IgG antibodies and their subtypes in serum samples. The proliferation of splenic lymphocytes was detected by MTT assay. The percentages of CD4 + , CD8 + and CD44 + T cells and the levels of IFN-γ in splenic cells isolated from the vaccinated mice were analyzed by flow cytometry. Results:CPCD significantly increased HI titers (234.67±47.70 vs 149.33±47.70, P<0.05), promoted the production of IgG ( A450 value: 1.16±0.63 vs 0.30±0.21, P<0.05) and IgG1 ( A450 value: 1.09±0.60 vs 0.26±0.21, P<0.05) and enhanced splenic lymphocyte proliferation ( P<0.05). CPCD also significantly up-regulated the expression of CD4 + [(41.97±4.58)% vs (25.43±1.48)%, P<0.05], CD8 + [(12.67±0.33)% vs (9.02±1.07)%, P<0.05], CD4 + CD44 + [(11.77±0.69)% vs (8.64±0.71)%, P<0.05] and CD8 + CD44 + [(6.70±0.67)% vs (4.66±0.39)%, P<0.05] T cell subsets as well as the secretion of IFN-γ in CD4 + [(1.36±0.07)% vs (0.87±0.06)%, P<0.05] and CD8 + [(2.09±0.20)% vs (1.42±0.08)%, P<0.05] T cells. In addition, there was no significant difference between CPCD combined with low-dose IVV group and high-dose IVV alone group ( P>0.05), implying a 10-fold antigen sparing. Conclusions:CPCD, as an adjuvant for influenza virus vaccine, could enhance humoral and cellular immune responses and reduce antigen dose, which might be a potential adjuvant for seasonal or pandemic influenza vaccines.

Objective:To investigate the iodine nutrition level of pregnant women in Shanxi Province, and to provide basis for guiding pregnant women to supplement iodine scientifically.Methods:From 2016 to 2018, 40, 80 and 118 counties were selected in Shanxi Province. In each county, 5 townships were selected according to the east, west, south, north and middle orientation, 20 pregnant women were selected from each township. Urine and salt samples of pregnant women were collected, and urinary iodine and salt iodine contents were determined, respectively.Results:From 2016 to 2018, 3 590, 7 907, and 11 750 salt samples were collected from pregnant women's homes. The medians salt iodine were 23.80, 23.70, 23.25 mg/kg, and the qualified iodized salt consumption rates were 91.06% (3 269/3 590), 90.06% (7 121/7 907), 92.21% (10 835/11 750), and the coverage rate of iodized salts were 97.72% (3 508/3 590), 97.00% (7 670/7 907), 98.53% (11 577/11 750), and the qualified rate of iodized salts was 93.19% (3 269/3 508), 92.84% (7 121/7 670), 93.59% (10 835/11 577), respectively. There were statistically significant differences in the median salt iodine and qualified iodized salt consumption rate among pregnant women in different years ( H = 99.915, χ 2 = 27.988, P < 0.05). Totally 3 902, 7 892 and 11 745 urine samples of pregnant women were tested, and the medians (quartiles) urinary iodine were 174.20 (114.00, 251.08), 180.70 (117.13, 258.58) and 179.40 (115.90, 249.00) μg/L, respectively. There was statistically significant difference in the median urinary iodine among pregnant women in different years ( H = 12.368, P < 0.05). From 2016 to 2018, counties with appropriate levels of iodine accounted for 70.00% (28/40), 73.75% (59/80) and 70.34% (83/118), respectively. The medians (quartiles) urinary iodine levels of pregnant women in the early, middle and late stages of pregnancy ( n = 2 225, 5 727, 3 793) in 2018 were 177.62 (117.28, 257.23), 178.21 (117.40, 248.40) and 172.70 (112.98, 245.70) μg/L, respectively, and there was statistical by significant difference in urinary iodine levels among pregnant women in different pregnancy periods ( H = 11.077, P < 0.05). Conclusions:From 2016 to 2018, the iodine nutrition level of pregnant women in Shanxi Province is generally in an appropriate state, iodine deficiency or more than appropriate still exists in some areas. We should continue to carry out monitoring work, and focus on strengthening health education for pregnant women, and guide them to supplement iodine scientifically and accurately.