1.Correlation between perioperative blood transfusion and postoperative infections following coronary artery bypass grafting
Yiying TANG ; Ruirui SANG ; Yang LI ; Ruiming RONG ; Yining NIE ; Zaiyuan WEI ; Rong ZHOU
Chinese Journal of Blood Transfusion 2025;38(9):1177-1182
Objective: To explore the correlation between allogeneic red blood cell (RBC) transfusion and healthcare-associated infections (HAIs) in patients undergoing coronary artery bypass grafting (CABG) during the perioperative period. Methods: A single-center retrospective cohort of 1,170 patients undergoing isolated CABG was analyzed. Multivariable logistic regression and restricted cubic splines (RCS) were employed to explore the nonlinear association between perioperative RBC transfusion (from intraoperative period to 72 hours postoperatively) and HAIs. Results: Among the 1,170 CABG patients, 109 patients (9.2%) received RBC transfusion during the operation or within 3 days after the operation. The risk of HAIs in those who received ≥4 units of RBCs during and within 3 days after the operation was 6.89 times higher than that in the non-transfusion group (95% CI: 3.65-17.20). Furthermore, there was a nonlinear threshold effect between the blood transfusion volume and postoperative HAIs (inflection point: 7.8 units). When the transfusion volume was ≤7.8 units, the risk of HAIs increased by 61% for each additional unit transfused (OR=1.61, 95% CI: 1.21-2.15). Beyond this threshold, no statistically significant association was observed (P=0.289). Conclusion: Perioperative RBC transfusion in CABG patients is associated with an increased incidence of HAIs. The perioperative blood transfusion volume has a curvilinear relationship with the risk of postoperative HAIs. When the blood transfusion volume is ≤7.8 units, the blood transfusion volume has a dose-dependent relationship with postoperative infection, with higher blood transfusion volumes correlating with greater postoperative infection risk. When the blood transfusion volume is >7.8 units, the relationship between the two is not statistically significant. The preventive effect of reducing RBC transfusion on HAIs requires further validation in the future.
2.Percutaneous coronary intervention vs . medical therapy in patients on dialysis with coronary artery disease in China.
Enmin XIE ; Yaxin WU ; Zixiang YE ; Yong HE ; Hesong ZENG ; Jianfang LUO ; Mulei CHEN ; Wenyue PANG ; Yanmin XU ; Chuanyu GAO ; Xiaogang GUO ; Lin CAI ; Qingwei JI ; Yining YANG ; Di WU ; Yiqiang YUAN ; Jing WAN ; Yuliang MA ; Jun ZHANG ; Zhimin DU ; Qing YANG ; Jinsong CHENG ; Chunhua DING ; Xiang MA ; Chunlin YIN ; Zeyuan FAN ; Qiang TANG ; Yue LI ; Lihua SUN ; Chengzhi LU ; Jufang CHI ; Zhuhua YAO ; Yanxiang GAO ; Changan YU ; Jingyi REN ; Jingang ZHENG
Chinese Medical Journal 2025;138(3):301-310
BACKGROUND:
The available evidence regarding the benefits of percutaneous coronary intervention (PCI) on patients receiving dialysis with coronary artery disease (CAD) is limited and inconsistent. This study aimed to evaluate the association between PCI and clinical outcomes as compared with medical therapy alone in patients undergoing dialysis with CAD in China.
METHODS:
This multicenter, retrospective study was conducted in 30 tertiary medical centers across 12 provinces in China from January 2015 to June 2021 to include patients on dialysis with CAD. The primary outcome was major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, non-fatal myocardial infarction, and non-fatal stroke. Secondary outcomes included all-cause death, the individual components of MACE, and Bleeding Academic Research Consortium criteria types 2, 3, or 5 bleeding. Multivariable Cox proportional hazard models were used to assess the association between PCI and outcomes. Inverse probability of treatment weighting (IPTW) and propensity score matching (PSM) were performed to account for potential between-group differences.
RESULTS:
Of the 1146 patients on dialysis with significant CAD, 821 (71.6%) underwent PCI. After a median follow-up of 23.0 months, PCI was associated with a 43.0% significantly lower risk for MACE (33.9% [ n = 278] vs . 43.7% [ n = 142]; adjusted hazards ratio 0.57, 95% confidence interval 0.45-0.71), along with a slightly increased risk for bleeding outcomes that did not reach statistical significance (11.1% vs . 8.3%; adjusted hazards ratio 1.31, 95% confidence interval, 0.82-2.11). Furthermore, PCI was associated with a significant reduction in all-cause and cardiovascular mortalities. Subgroup analysis did not modify the association of PCI with patient outcomes. These primary findings were consistent across IPTW, PSM, and competing risk analyses.
CONCLUSION
This study indicated that PCI in patients on dialysis with CAD was significantly associated with lower MACE and mortality when comparing with those with medical therapy alone, albeit with a slightly increased risk for bleeding events that did not reach statistical significance.
Humans
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Percutaneous Coronary Intervention/methods*
;
Male
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Female
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Coronary Artery Disease/drug therapy*
;
Retrospective Studies
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Renal Dialysis/methods*
;
Middle Aged
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Aged
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China
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Proportional Hazards Models
;
Treatment Outcome
3.Design and Verification of a Human Energy Metabolism Detection System Based on Breath-by-Breath Method.
Chendong LI ; Wei FANG ; Youcai WANG ; Yanyan CHEN ; Wei CAO ; Jun XU ; Yuyang WANG ; Fei YANG ; Zijun HE ; Yining SUN
Chinese Journal of Medical Instrumentation 2025;49(2):197-203
OBJECTIVE:
To accurately measure human energy metabolism with high temporal resolution, a respiratory gas analysis system was designed using a breath-by-breath approach.
METHODS:
Firstly, indirect calorimetry was employed in respiratory gas analysis to measure the respiratory flow and concentration signals in real-time. Secondly, oxygen consumption
Humans
;
Energy Metabolism
;
Breath Tests/instrumentation*
;
Calorimetry, Indirect/instrumentation*
;
Equipment Design
4.Protective effects of p53/GLUT4 regulation on cardiomyocyte injury induced by high glucose combined with hypoxia/reoxygenation
Aheniyazi ALIYANMU ; Fen LIU ; Haoyan JIANG ; Yunze WANG ; Rong ZHANG ; Yajing QIU ; Runxuan HU ; Yining YANG
International Journal of Biomedical Engineering 2025;48(2):124-136
Objective:To investigate the protective effects of p53/glucose transporter 4 (GLUT4) regulation on cardiomyocyte injury induced by high glucose combined with hypoxia/reoxygenation.Methods:Human myocardial AC16 cells were treated with 33 mmol/L glucose and a hypoxic chamber to establish an in vitro model of high glucose combined with hypoxia/reoxygenation. Based on the glucose concentration in the medium and hypoxia/reoxygenation conditions, AC16 cells were divided into control group, high glucose group, hypoxia/reoxygenation group and high glucose combined with hypoxia/reoxygenation group. On the basis of high glucose combined with hypoxia/reoxygenation group, cells were transfected with empty vector, p53 small interfering RNA (siRNA), and co-transfected with p53 and GLUT4 siRNA to establish negative control group, sip53 transfection group, and sip53+siGLUT4 transfection group, respectively. Western blotting was used to detect the levels of hypoxia-inducible factor-1α (HIF-1α), p53, GLUT4, dynamin-related protein 1 (Drp1), mitofusin 2 (Mfn2), B-cell lymphoma-2 (Bcl-2), Bcl-2 associated X protein (Bax) and cysteine aspartic acid specific protease-3 (Caspase-3). The levels of reactive oxygen species were detected using the 2′,7′-dichlorodihydrofluorescein diacetate fluorescent probe. Mitochondria were labeled with the Mito-Tracker Deep Red FM fluorescent probe to assess mitochondrial morphology and their related parameters. Mitochondrial membrance potential was meausred using the JC-1 detection kit. Adenosine triphosphate (ATP) content was determined using an ATP assay kit. Glucose uptake ability was evaluated by measuring the fluorescence intensity of 2-[ N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl) amino]-2-deoxy- D-glucose (2-NBDG) using a multifunctional microplate reader. Apoptosis was assessed by TUNEL assay. Results:The relative expression of HIF-1α protein in the high glucose combined with hypoxia/reoxygenation group was 1.189±0.185, higher than that in the control group (0.086±0.071) ( P<0.05). The relative expression of p53 protein in the high glucose combined with hypoxia/reoxygenation group was 1.248±0.194, higher than those in the control group (0.730±0.184), high glucose group (0.932±0.161) and hypoxia/reoxygenation group (1.109±0.151) (all P<0.05). The relative expression of GLUT4 protein in the high glucose combined with hypoxia/reoxygenation group was 0.407±0.140, lower than those in the control group (1.061±0.060) and hypoxia/reoxygenation group (0.781±0.092) (both P<0.05). The fluorescence intensity of reactive oxygen species in the high glucose combined with hypoxia/reoxygenation group was 38.31±1.66, higher than that in the control group (11.59±1.02) ( P<0.05). The number of mitochondria in the high glucose combined with hypoxia/reoxygenation group was (62.00±15.26), lower than those in the control group (136.20±23.55) and high glucose group (96.55±13.72) (both P<0.05). The average mitochondrial area in the high glucose combined with hypoxia/reoxygenation group was (7.02±1.38) μm 2, lower than those in the control group [(13.74±0.67) μm 2], high glucose group [(9.27±1.99) μm 2] and hypoxia/reoxygenation group [(9.64±2.36) μm 2] (all P<0.05). The average perimeter of mitochondria in the high glucose combined with hypoxia/reoxygenation group was (9.10±1.14) μm, lower than those in the control group [(13.35±0.69) μm] and the hypoxia/reoxygenation group [(10.83±1.58) μm] (all P<0.05). The number of mitochondrial branches was 53.73±9.49, lower than those in the control group (147.10±25.99), high glucose group (97.08±13.65) and hypoxia/reoxygenation group (104.80±24.92) (all P<0.05). The average branch length of mitochondria in the high glucose combined with hypoxia/reoxygenation group was (1.45±0.26) μm, lower than that in the control group [(2.29±0.52) μm] ( P<0.05). The red-green fluorescence intensity ratio in the high glucose combined with hypoxia/reoxygenation group was 0.580±0.133, lower than those in the control group (2.379±0.242), high glucose group (1.200±0.112) and hypoxia/reoxygenation group (0.883±0.076) (all P<0.05). The ATP content of the high glucose combined with hypoxia/ reoxygenation group was (0.025±0.003) μmol/10 5 cells, lower than those of the control group [(0.137±0.012) μmol/10 5 cells], high glucose group [(0.078±0.003) μmol/10 5 cells] and hypoxia/reoxygenation group [(0.073±0.010) μmol/10 5 cells] (all P<0.05). The fluorescence intensity of 2-NBDG in the high glucose combined with hypoxia/reoxygenation group was 257 315±7 951, lower than those in the control group (339 597±10 165), high glucose group (317 293±8 876) and hypoxia/reoxygenation group (314 611±12 228) (all P<0.05). The relative expression of Drp1 protein in high glucose combined with hypoxia/reoxygenation group was 1.203±0.090, higher than those in the control group (0.705±0.170), high glucose group (0.910±0.106) and hypoxia/reoxygenation group (1.002±0.112) (all P<0.05). The relative expression of Mfn2 protein in the high glucose combined with hypoxia/reoxygenation group was 0.706±0.285, lower than those in the control group (1.988±0.139), high glucose group (1.305±0.076) and hypoxia/reoxygenation group (1.131±0.236) (all P<0.05). The relative expression levels of Bax/Bcl-2 and Caspase-3 proteins in the high glucose combined with hypoxia/reoxygenation group were 2.318±0.216 and 1.076±0.076, respectively, higher than those in the control group (0.281±0.046 and 0.442±0.084), high glucose group (0.673±0.043 and 0.662±0.159) and hypoxia/reoxygenation group (0.807±0.293 and 0.835±0.058), respectively (all P<0.05). The TUNEL fluorescence intensity of the high glucose combined with hypoxia/reoxygenation group was 70.55±7.22, higher than those of the control group (14.10±5.93), high glucose group (36.59±2.56) and hypoxia/reoxygenation group (39.04±6.016) (all P<0.05). The relative expression levels of p53 protein in the sip53 transfection group and sip53+siGLUT4 transfection group were 0.322±0.147 and 0.391±0.149, respectively, lower than that in the high glucose combined with negative control group (1.002±0.035) (both P<0.05). The relative expression of GLUT4 protein in the sip53 transfection group was 1.871±0.123, higher than that in the negative control group (1.281±0.232) ( P<0.05). The relative expression of GLUT4 protein in the sip53+siGLUT4 transfection group (0.951±0.193) was lower than that in the sip53 transfection group ( P<0.05). The fluorescence intensity of reactive oxygen species in the sip53 transfection group (27.73±0.74) was lower than that in the negative control group (38.83±0.83) ( P<0.05). The fluorescence intensity of reactive oxygen species in the sip53+siGLUT4 transfection group (43.12±5.08) was higher than that in the sip53 transfection group ( P<0.05). The number of mitochondria, the average area of mitochondria, the average perimeter of mitochondria, the number of mitochondrial branches and the average branch length of mitochondria in the sip53 transfection group were (92.27±10.10), (9.25±0.42) μm 2, (10.86±0.58) μm, (83.27±13.57), and (1.81±0.21) μm, respectively. They were higher than (52.36±16.87), (7.44±1.49) μm 2, (9.22±1.11) μm, (52.36±16.87), and (1.22±0.26) μm in the negative control group (all P<0.05). The number of mitochondria, the average area of mitochondria, the average perimeter of mitochondria, the number of mitochondrial branches and the average branch length of mitochondria in the sip53+siGLUT4 transfection group were (53.73±9.49), (6.89±0.61) μm 2, (8.88±0.47) μm, (53.73±9.49), and (1.22±0.17) μm, respectively, lower than those in the sip53 transfection group (all P<0.05). The red-green fluorescence intensity ratio, ATP content, 2-NBDG fluorescence intensity and relative expression of Mfn2 protein in the sip53 transfection group were 1.27±0.23, (0.048±0.021) μmol/10 5 cells, 275 923±10 447 and 2.608±0.581, respectively, higher than those in the negative control group [0.53±0.21, (0.020±0.007) μmol/10 5 cells, 254 875±8 078, and 0.687±0.146, respectively] (all P<0.05). The red-green fluorescence intensity ratio, ATP content, 2-NBDG fluorescence intensity and relative expression of Mfn2 protein in the sip53+siGLUT4 transfection group were 0.40±0.08, (0.011±0.012) μmol/10 5 cells, 199 511±6 855, and 0.649±0.070, respectively, lower than those in the sip53 transfection group (all P<0.05). The relative expression levels of Drp1, Bax/Bcl-2, Caspase-3 proteins and TUNEL fluorescence intensity in the sip53 transfection group were 0.759±0.063, 0.446±0.161, 1.048±0.300, and 48.93±1.48 respectively, lower than those (1.065±0.149, 1.197±0.133, 1.847±0.201, and 67.61±9.99) in the negative control group (all P<0.05). The relative expression levels of Drp1, Bax/Bcl-2, Caspase-3 proteins and TUNEL fluorescence intensity in the sip53+siGLUT4 transfection group were 0.958±0.166, 2.660±0.135, 1.587±0.220, and 63.39±12.84, respectively, higher than those in the sip53 transfection group (all P<0.05). Conclusions:Under the condition of high glucose combined with hypoxia/reoxygenation, p53 induces cardiomyocyte injury by down-regulating GLUT4. Inhibition of p53 can increase the expression of GLUT4, thereby reducing cardiomyocyte injury induced by high glucose combined with hypoxia/reoxygenation.
5.Treatment of partial areolar necrosis following reduction mammaplasty
Yanwen YANG ; Yining GE ; Jiaqi LIU ; Yong ZHANG ; Fazhi QI
Chinese Journal of Plastic Surgery 2025;41(3):287-292
Objective:To summarize the experience of repairing partial areolar necrosis following reduction mammaplasty.Methods:A retrospective analysis was conducted on clinical data from patients who experienced partial areola necrosis after reduction mammaplasty. These patients were treated or consulted at the Department of Plastic Surgery, Zhongshan Hospital, Fudan University, between January 2017 and February 2023. Preoperatively, daily dressing changes were performed on the necrotic areola wounds until the boundaries of necrosis were clearly defined. Debridement and repair were then carried out by resecting bilateral breast glandular tissue through the original incision to reduce breast volume, followed by narrowing the areola radius. If no areola defect remained after narrowing, direct suturing was performed; if defects persisted, the resected normal areola skin was used for grafting. Postoperative follow-up was conducted to observe areola recovery and complications. At the 6-month postoperative mark, patient satisfaction was evaluated using a 5-level scale (very satisfied, satisfied, neutral, dissatisfied, very dissatisfied). An experienced plastic physician, not involved in the surgery, assessed areolar outcomes based on four criteria: color, softness, shape, and scarring, with each criterion scored from 1 to 4 (higher scores indicating better outcomes).Results:Eight female patients (9 necrotic areolas) were included in the study, with a mean age of (31.8±5.4) years and a mean body mass index of (24.1±1.8) kg/m 2. Among the 9 necrotic areolas, 3 had defect areas greater than 50% of the total areola area, while 6 had defects less than 50%. Direct suturing after areola narrowing was performed in 3 areolas, while free areola skin grafting was used in 6 areolas. Postoperatively, 2 cases exhibited mild epidermal erosion at the graft site, which improved with dressing changes. No complications such as infection, bleeding, hematoma, or seroma occurred. At the 6-month follow-up, all 8 patients demonstrated good wound healing, and all 9 areolas survived. The areolas exhibited consistent shape and color bilaterally, without significant pigmentation changes, depigmentation, or irregular shapes. In the 6 grafted areolas, the grafted skin color closely matched the surrounding native areola tissue, with no obvious demarcation or scar hyperplasia. Patient satisfaction was rated as very satisfied in 3 cases and satisfied in 5 cases. According to the physician’s evaluation, the scores for color, softness, shape, and scarring were (3.7±0.5), (3.8±0.4), (3.3±0.7) and (3.2±0.7) points, respectively. Conclusion:Partial areola necrosis following reduction mammaplasty can be effectively repaired by further reducing breast volume and narrowing the areola for direct suturing or by grafting excess areola skin to the defect site. A satisfactory appearance can be achieved after surgery.
6.Relationship between nonalcoholic fatty liver disease and long-term prognosis in patients with acute myocardial infarction
Kaiyang WANG ; Jiahui YONG ; Jing TAO ; Xin SHEN ; Yining YANG
Chinese Journal of Health Management 2025;19(8):631-637
Objective:To investigate the relationship between nonalcoholic fatty liver disease (NAFLD) and the long-term prognosis in patients with acute myocardial infarction (AMI).Methods:It was a retrospective cohort study. A total of 712 patients diagnosed with AMI who were admitted to the People′s Hospital of Xinjiang Uygur Autonomous Region from January 2018 to December 2019 were continuously included as subjects. The fatty liver index (FLI) was used to evaluate the degree of hepatic steatosis. Subjects were divided into No NAFLD group (FLI?30), grade 1 NAFLD group (30≤FLI?60), and grade 2 NAFLD group (FLI≥60). The endpoint event was defined as the occurrence of major cardiovascular adverse events (MACEs). The Cox proportional risk model was used to assess the risk of MACEs. The Kaplan-Meier curve was used to analyze the survival differences between the groups, and subgroup analysis was performed for age, gender, and complicity with hypertension, diabetes, dyslipidemia, and abdominal obesity.Results:During the follow-up period, the incidence of MACEs was 10.92% (26/238) in the No NAFLD group, it was 18.01% (47/261) in the grade 1 NAFLD group, and 24.41% (52/213) in the grade 2 NAFLD group, there was significant difference in the incidence of adverse events among the groups ( χ2=9.136, P?0.05). After adjusting for confounding factors, compared with the No NAFLD group, the risk of MACEs in grade 1 NAFLD group was increased by 69.0%( HR=1.690, 95% CI: 1.026-2.783, P=0.039) and 131.2%( HR=2.312, 95% CI: 1.415-3.773, P=0.001), respectively. Kaplan-Meier curve analysis indicated that the cumulative incidence of MACEs was significantly increased and the prognosis was worse in grade 2 NAFLD group (Log-rank test χ2=13.500, P=0.001). The results of subgroup analysis suggested that grade 2 NAFLD could significantly increase the risk of MACEs in all age groups, women, dyslipidemia, normal body type, and people with or without hypertension or diabetes. In particular, it had higher predictive value in women and normal-size people (interaction P?0.05). Conclusion:The degree of NAFLD is closely related to the long-term prognosis of AMI patients, the more severe the NAFLD, the higher the risk of adverse events in AMI patients.
7.Treatment of partial areolar necrosis following reduction mammaplasty
Yanwen YANG ; Yining GE ; Jiaqi LIU ; Yong ZHANG ; Fazhi QI
Chinese Journal of Plastic Surgery 2025;41(3):287-292
Objective:To summarize the experience of repairing partial areolar necrosis following reduction mammaplasty.Methods:A retrospective analysis was conducted on clinical data from patients who experienced partial areola necrosis after reduction mammaplasty. These patients were treated or consulted at the Department of Plastic Surgery, Zhongshan Hospital, Fudan University, between January 2017 and February 2023. Preoperatively, daily dressing changes were performed on the necrotic areola wounds until the boundaries of necrosis were clearly defined. Debridement and repair were then carried out by resecting bilateral breast glandular tissue through the original incision to reduce breast volume, followed by narrowing the areola radius. If no areola defect remained after narrowing, direct suturing was performed; if defects persisted, the resected normal areola skin was used for grafting. Postoperative follow-up was conducted to observe areola recovery and complications. At the 6-month postoperative mark, patient satisfaction was evaluated using a 5-level scale (very satisfied, satisfied, neutral, dissatisfied, very dissatisfied). An experienced plastic physician, not involved in the surgery, assessed areolar outcomes based on four criteria: color, softness, shape, and scarring, with each criterion scored from 1 to 4 (higher scores indicating better outcomes).Results:Eight female patients (9 necrotic areolas) were included in the study, with a mean age of (31.8±5.4) years and a mean body mass index of (24.1±1.8) kg/m 2. Among the 9 necrotic areolas, 3 had defect areas greater than 50% of the total areola area, while 6 had defects less than 50%. Direct suturing after areola narrowing was performed in 3 areolas, while free areola skin grafting was used in 6 areolas. Postoperatively, 2 cases exhibited mild epidermal erosion at the graft site, which improved with dressing changes. No complications such as infection, bleeding, hematoma, or seroma occurred. At the 6-month follow-up, all 8 patients demonstrated good wound healing, and all 9 areolas survived. The areolas exhibited consistent shape and color bilaterally, without significant pigmentation changes, depigmentation, or irregular shapes. In the 6 grafted areolas, the grafted skin color closely matched the surrounding native areola tissue, with no obvious demarcation or scar hyperplasia. Patient satisfaction was rated as very satisfied in 3 cases and satisfied in 5 cases. According to the physician’s evaluation, the scores for color, softness, shape, and scarring were (3.7±0.5), (3.8±0.4), (3.3±0.7) and (3.2±0.7) points, respectively. Conclusion:Partial areola necrosis following reduction mammaplasty can be effectively repaired by further reducing breast volume and narrowing the areola for direct suturing or by grafting excess areola skin to the defect site. A satisfactory appearance can be achieved after surgery.
8.Clinical,CT and MRI manifestations of CIC-rearranged sarcoma
Xiyu YANG ; Yining TAO ; Haoyu WANG ; Bowen ZHAO ; Xiujun YANG ; Wei SUN
Chinese Journal of Medical Imaging Technology 2025;41(3):461-465
Objective To observe the clinical,CT and MRI manifestations of CIC-rear ranged sarcoma(CRS).Methods Eight patients with single CRS lesion ranged from 3.79 to 98.81 cm and the median of 21.37 cm were retrospectively enrolled,6 lesions located in deep soft tissue and 2 located in the femur.The clinical and imaging data were observed.Results All 8 CRS lesions presented as rapidly growing local masses,including 6 solid cystic soft tissue lesions and 2 non enlarged bone lesions with osteolytic bone destruction,which were all lobulated lesions with uneven equal-low density/slightly high T1 and slightly high T2 signals,with multiple focal map like necrosis.Diffusion weighted imaging showed lesions with limited diffusion and invasion of adjacent tissue,and"ice melting sign"was observed in 4 cases.After administration of contrast agents,the solid components of lesions enhanced unevenly and moderately or significantly and sustainedly,with slightly more pronounced enhancement at the edges,abundant blood vessels were visible inside and at the edges."Vascular floating sign"was noticed in 2 cases.Conclusion The clinical,CT and MRI manifestations of CRS had certain characteristics.
9.Study on risk factors for comorbidity of ischemic cardiovascular and cerebrovascular diseases based on principal component analysis
Qian ZHAO ; Hamulati XIEYIRE ; Fen LIU ; Xiaomei LI ; Yining YANG
Chinese Journal of Arteriosclerosis 2025;33(6):507-514
Aim To systematically analyze the risk factors for comorbid ischemic cardiovascular and cerebrovas-cular diseases using principal component analysis.It seeks to identify key risk factors influencing comorbidity and to con-struct a predictive model to serve as a screening tool for the prevention and management of comorbidities.Methods This retrospective study included patients diagnosed with coronary artery disease from December 1,2009 to June 30,2020,at the First Affiliated Hospital of Xinjiang Medical University,using data from the hospital's integrated coronary heart dis-ease prevention platform.Patients were divided into two groups:those with both cardiovascular and cerebrovascular disea-ses and those with only coronary artery disease based on inclusion and exclusion criteria.Clinical indicators during hospi-tal admission were collected.The sample was randomly divided into a modeling set and a validation set in a 7∶3 ratio.In the modeling set,principal component analysis was used to explore the distribution differences in risk factors between the comorbid group and the single-disease group.By analyzing factor load contributions,the most significant variables were i-dentified.Logistic regression was then used to construct a predictive model,and a nomogram was generated.The model's predictive ability and robustness were evaluated in the validation set.Results A total of 11 808 participants were included,with 2 781(23.6%)in the comorbid group and 9 027(76.4%)in the coronary heart disease-only group.Compared with the single-disease group,the comorbid group had a higher average age,a greater proportion of females,and higher systolic blood pressure levels at admission(P<0.001).Additionally,thelevelsof hemoglobin,platelet distri-bution width,low density lipoprotein,and blood sodium were significantly higher in the comorbid group(P<0.05).A total of 8 265 participants were randomly assigned to the modeling set.Principal component analysis identified seven key factors with factor load contributions greater than 5:sodium level,systolic blood pressure,diastolic blood pressure,age,hemoglobin concentration,platelet distribution width,and total bilirubin level.Using these factors,a nomogram was con-structed via Logistic regression.The nomogram's area under the receiver operating characteristic curve for predicting co-morbid ischemic cardiovascular and cerebrovascular diseases was 0.630(95%CI:0.600~0.768,P<0.001).A total of 3 543 participants were randomly assigned to the validation set.In the validation set,the receiver operating characteristic curve was 0.628.Conclusion Elevated sodium level,higher systolic and diastolic blood pressure at admission,older age,increased hemoglobin concentration,higher platelet distribution width,and lower total bilirubin level are risk factors for comorbid ischemic cardiovascular and cerebrovascular diseases.The nomogram constructed has clinical value for screening patients with such comorbidities.
10.Correlation between PCSK9,MIF and the degree of coronary artery stenosis in pa-tients with coronary heart disease
Xin AN ; Binbin FANG ; Xiaolin YU ; Fen LIU ; Qian XIE ; Xiaomei LI ; Yining YANG
Chinese Journal of Arteriosclerosis 2025;33(5):419-426
Aim To explore the relationship between serum levels of proprotein convertase subtilisin/kexin type 9(PCSK9),macrophage migration inhibitory factor(MIF)and the severity of coronary artery lesions in patients with coro-nary heart disease(CHD).Methods A cross-sectional study was conducted involving 139 patients with CHD and 69 control subjects who underwent coronary angiography during the same period,all of whom were admitted to the People's Hospital of Xinjiang Uygur Autonomous Region from November 2023 to May 2024.Clinical data and coronary angiography results were collected,and the severity of coronary artery stenosis was quantitatively assessed using the Gensini score.Pa-tients with the Gensini scores>0 were classified into three groups based on tertiles:the mild stenosis group(1~18 points,54 cases),the moderate stenosis group(19~36 points,54 cases),and the severe stenosis group(>36 points,54 ca-ses).Serum levels of PCSK9 and MIF were measured by ELISA kit.Results Serum levels of PCSK9 and MIF were significantly higher in the CHD group than those in the control group(P<0.05).Multivariable Logistic regression analy-sis revealed that high levels of serum PCSK9 and MIF were independent risk factors for CHD.Spearman correlation analy-sis showed that serum PCSK9 and MIF levels were positively correlated with Gensini score(rs=0.619 6 and r,=0.411 4,both P<0.001).Further subgroup analysis showed that serum total cholesterol and low density lipoprotein cholesterol lev-els were significantly increased in patients with high-level PCSK9,while patients with high-level MIF had higher inflamma-tory coefficients such as systemic inflammatory response index(SIRI)and systemic immune-inflammation index(SII)(all P<0.05).Conclusion Serum levels of PCSK9 and MIF are positively correlated with the severity of coronary artery stenosis.High levels of serum PCSK9 and MIF are independent risk factors for CHD.

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