1.Pathological features of mild chronic obstructive pulmonary disease and their correlation with inflammatory factors
Shutong ZHAO ; Yun DING ; Yuechuan LI ; Xiaoyun ZHAO ; Hua GENG ; Meilin XU
Tianjin Medical Journal 2024;52(6):643-647
Objective To explore the pathological features of lung tissue in mild chronic obstructive pulmonary disease(COPD)and their association with inflammatory factors.Methods A total of 70 patients who underwent surgery for small lung nodule were prospectively included,and were divided into the normal group(n=10),the mild COPD group(n=50)and the moderate and severe COPD group(n=10).The pathological changes of lung tissue were evaluated after HE,Masson and EVG staining.The expression levels of SMA,Actin and CD31 proteins were detected by immunohistochemistry staining.Tumor necrosis factor α(TNF-α),interleukin-10(IL-10)protein and mRNA levels were detected by immunohistochemistry and qPCR.Results Pulmonary tissue in mild COPD showed widening of alveolar septum,dilation of small airways,mild thickening of blood vessel wall and inflammatory reaction dominated by lymphocyte infiltration.Immunohistochemistry staining showed that contents of SMA and Actin proteins in mild COPD lung tissue were higher than those in the normal group(P<0.05).In addition,the TNF-α mRNA and the positive rate of TNF-α in lung tissue of mild COPD were significantly higher than those in the normal group,while the IL-10 mRNA was significantly lower than that of the normal group(all P<0.05).SMA and Actin were positively correlated with the positive expression of inflammatory cytokine TNF-α,but negatively correlated with the positive expression of IL-10(all P<0.05).Conclusion The main pathological changes of lung tissue in mild COPD include small lung blood vessel remodeling ocharacterized by thickening of small blood vessel smooth muscle layer and lymphocyte-dominated inflammatory response,while the increase of pro-inflammatory factor TNF-α and decrease of anti-inflammatory factor IL-10 are associated with pathological changes of COPD.
2.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
3.Background, design, and preliminary implementation of China prospective multicenter birth cohort
Si ZHOU ; Liping GUAN ; Hanbo ZHANG ; Wenzhi YANG ; Qiaoling GENG ; Niya ZHOU ; Wenrui ZHAO ; Jia LI ; Zhiguang ZHAO ; Xi PU ; Dan ZHENG ; Hua JIN ; Fei HOU ; Jie GAO ; Wendi WANG ; Xiaohua WANG ; Aiju LIU ; Luming SUN ; Jing YI ; Zhang MAO ; Zhixu QIU ; Shuzhen WU ; Dongqun HUANG ; Xiaohang CHEN ; Fengxiang WEI ; Lianshuai ZHENG ; Xiao YANG ; Jianguo ZHANG ; Zhongjun LI ; Qingsong LIU ; Leilei WANG ; Lijian ZHAO ; Hongbo QI
Chinese Journal of Perinatal Medicine 2024;27(9):750-755
China prospective multicenter birth cohort (Prospective Omics Health Atlas birth cohort, POHA birth cohort) study was officially launched in 2022. This study, in collaboration with 12 participating units, aims to establish a high-quality, multidimensional cohort comprising 20 000 naturally conceived families and assisted reproductive families. The study involves long-term follow-up of parents and offspring, with corresponding biological samples collected at key time points. Through multi-omics testing and analysis, the study aims to conduct multi-omics big data research across the entire maternal and infant life cycle. The goal is to identify new biomarkers for maternal and infant diseases and provide scientific evidence for risk prediction related to maternal diseases and neonatal health.
4.Expert Consensus on Clinical Diseases Responding Specifically to Traditional Chinese Medicine: Sjögren's Syndrome
Jing LUO ; Yuan XU ; Xinyao ZHOU ; Mengtao LI ; Xiujuan HOU ; Hailong WANG ; Hua CHEN ; Qin ZHANG ; Yan GENG ; Jinxia ZHAO ; Yi ZHAO ; Miansong ZHAO ; Jiabo WANG ; Yong WANG ; Xiaoxiao ZHANG ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):73-79
Sjögren's syndrome (SS), a disorder of immune system, is one of the dominant diseases treated by traditional Chinese medicine (TCM). China Association of Chinese Medicine organized experts in the field of TCM and western medicine rheumatology and pharmacology to discuss the advantages and optimal regimens of TCM for the treatment of SS. The experts generally agreed on the low early diagnosis rate of SS and the lack of targeted therapeutic drugs. In addition, autoimmune abnormality is the key factor in the occurrence of SS and deficiency of both Qi and Yin is the core pathogenesis. SS has unique tongue manifestations, which is expected to allow for the early diagnosis and treatment with integrated traditional Chinese and western medicine. TCM has advantages in treating SS in terms of alleviating clinical symptoms and systemic involvement, individualized treatment, relieving sleep and mood disorders, preventing the occurrence in the early stage, and enhancing the effectiveness and reducing toxicity in the treatment by integrated TCM and western medicine. In general, TCM has advantages in different stages of SS. Internal and external use of TCM, acupuncture, and acupotome are all available options. The optimal regimens should be determined on the basis of pattern identification, stage of disease, and the advantages of TCM. Clinical characteristics and biomarkers of SS should be studied to classify patients, so as to design precision evidence-based TCM regimens for SS. On the basis of unique tongue manifestations of SS, models for early diagnosis and poor prognosis identification of SS should also be established to achieve early prevention and treatment and to improve the prognosis. In the future, we should vigorously carry out high-quality evidence-based medical research on the treatment of SS by TCM and integrated traditional Chinese and western medicine and develop relevant guidelines to optimize and standardize current diagnosis and treatment, thereby laying a basis for clarifying and explaining the advantages of TCM in treating SS.
5.Effect of Liquiritigenin on Intestinal Flora in Ovariectomized APP/PS1 Transgenic Mice
Qing-hua GENG ; Yue-yang ZHAO ; Gui-qiong HE ; Hua-rong YU
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(5):768-775
ObjectiveTo investigate the effect of liquiritigenin (LG) on intestinal flora in menopausal APP/PS1 mice. MethodsA total of forty 3-month-old female APP/PS1 mice were randomly divided into sham surgery group (n=20) and ovariectomy group (n=20). Seven days after surgery, the ovariectomy group was randomly divided into ovariectomy control group (OVX, n=10), ovariectomy + liquiritigenin treatment group (OVX + LG, n=10), and the sham surgery group was randomly divided into liquiritigenin treatment group (LG, n=10) and reagent control group (Sham, n=10), and ten C57BL/6J mice were taken as WT group. The dose of LG group and OVX + LG group was 30 mg•kg-1•d-1. After 90 days of drug treatment, fecal samples were gathered, genomes were extracted, and intestinal flora were analyzed by 16S rDNA Amplicon Sequencing. Morris water maze was performed to evaluate learning and memory abilities of mice. Immunofluorescence was used to observe the deposition of senile plaques (SP) in the brain of mice. ResultsThe results of water maze showed that LG significantly improved the learning memory ability of APP/PS1 mice with/without OVX (P<0.05), and reduced the number of SPs in the brain of APP/PS1 mice with/without OVX, and the differences were statistically significant (P<0.000 1). 16s rDNA sequencing analysis of the relative abundance of gut microbiota proved that LG treatment significantly increased the relative abundance of Firmicutes and Lactobacillus (P<0.05) and reduced the relative abundance of harmful bacteria belong to Bacteroidetes (P<0.05) in APP/PS1 mice intestines with/without menopause. After LG treatment, the relative abundance of Allobaculun elevated in the intestines of APP/PS1 mice, while declined in the intestines of menopausal APP/PS1 mice, but the difference was not statistically significant. LEfSe analysis revealed the bacteria with the most differential abundance of the gut microbiota of WT mice were Firmicutes, Bacillus, and Lactobacillales (P<0.05); Lactobacillus reuteri had a greater influence on the LG group (P<0.05); Bacteroidia, Bacteroidales and Bacteroides gathered in the intestines of mice in the Sham group (P<0.05). Firmicutes and Allobaculum were the dominant in the WT group (P<0.05); Bacteroides, Bacteroidia and Bacteroidales were more abundant in the Sham group(P<0.05); Bacterroidaceae and Bacteroides had the most differential abundances in the OVX group (P<0.05); Lactobacillaceae and Lactobacillus were more abundant in the intestines in the OVX + LG group (P<0.05). ConclusionLG could improve the ratio of beneficial and harmful bacteria in the intestines of APP/PS1 mice before and after menopause. Liquiritigenin treatment showed consistent variations in intestinal flora in APP/PS1 mice with or without ovariectomy. It is presumed that menopausal APP/PS1 mice have lipid metabolism disorders which requires further study.
6.Retrospective Clinical Study on Integrated Chinese and Western Medicine in Treatment of Limited-Stage Small Cell Lung Cancer.
Run-Zhi QI ; Shu-Lin HE ; Yue LI ; Yu-Wei ZHAO ; Liang GENG ; Jie HE ; Meng-Qi CHENG ; Jia-Qi HU ; Cong-Huang LI ; Bao-Jin HUA
Chinese journal of integrative medicine 2023;29(8):675-682
OBJECTIVE:
To investigate the efficacy of integrated Chinese and Western medicine extending the progression-free survival (PFS) and overall survival (OS) of limited-stage small cell lung cancer (LS-SCLC) patients after the first-line chemoradiotherapy.
METHODS:
The data of 67 LS-SCLC patients who received combined treatment of CM and Western medicine (WM) between January 2013 and May 2020 at the outpatient clinic of Guang'anmen Hospital were retrospectively analyzed. Thirty-six LS-SCLC patients who received only WM treatment was used as the WM control group. The medical data of the two groups were statistically analyzed. Survival analysis was performed using the product-limit method (Kaplan-Meier analysis). The median OS and PFS were calculated, and survival curves were compared by the Log rank test. The cumulative survival rates at 1, 2, and 5 years were estimated by the life table analysis. Stratified survival analysis was performed between patients with different CM administration time.
RESULTS:
The median PFS in the CM and WM combination treatment group and the WM group were 19 months (95% CI: 12.357-25.643) vs. 9 months (95% CI: 5.957-12.043), HR=0.43 (95% CI: 0.27-0.69, P<0.001), respectively. The median OS in the CM and WM combination group and the WM group were 34 months (95% CI could not be calculated) vs. 18.63 months (95% CI: 16.425-20.835), HR=0.40 (95% CI: 0.24-0.66, P<0.001), respectively. Similar results were obtained in the further stratified analysis of whether the duration of CM administration exceeded 18 and 24 months (P<0.001).
CONCLUSION
The combination treatment of CM and WM with continuing oral administration of CM treatment after the first-line chemoradiotherapy for LS-SCLC patients produced better prognosis, lower risks of progression, and longer survival than the WM treatment alone. (Registration No. ChiCTR2200056616).
Humans
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Small Cell Lung Carcinoma/drug therapy*
;
Lung Neoplasms/drug therapy*
;
Retrospective Studies
;
Prognosis
;
Combined Modality Therapy
7.Application progress of electronic tongue on taste evaluation for drug products
Shu-ye QI ; Li-hua GENG ; Yue ZHAO ; Chen WANG ; Li ZHU ; Shang-chen YAO ; Bao-ming NING
Acta Pharmaceutica Sinica 2023;58(11):3151-3159
The taste of oral dosage forms has become a critical factor affecting the drug compliance and adherence to the treatment, and clinical application of the drug product may seriously restricted due to its bad taste. On the basis of the statement for the basic principle and specific performance of existing instruments, the application progress of electronic tongue on drug taste evaluation is addressed in detail. In view of its objective, fatigue-free, less harmful and accurate advantages, electronic tongue has been widely and meaningfully applied in the aspects of bitterness masking, and quality assessment and assurance of drug products. In addition, the reasons limiting the popularization of electronic tongue are mentioned in the paper, and some suggestions might be useful to enlarge the further application in the future.
8.Establishment and application of the ten-fold rehydration formula for emergency resuscitation of pediatric patients after extensive burns.
Zhuan An SHEN ; Xin Zhu LIU ; Xiao Ye XIE ; Bo Han ZHANG ; Da Wei LI ; Zhao Xing LIU ; Hua Geng YUAN
Chinese Journal of Burns 2023;39(1):59-64
Objective: To investigate the scientificity and feasibility of the ten-fold rehydration formula for emergency resuscitation of pediatric patients after extensive burns. Methods: A retrospective observational study was conducted. The total burn area of 30%-100% total body surface area (TBSA) and body weight of 6-50 kg in 433 pediatric patients (250 males and 183 females, aged 3 months to 14 years) with extensive burns who met the inclusion criteria and admitted to the burn departments of 72 Class A tertiary hospitals were collected. The 6 319 pairs of simulated data were constructed after pairing each body weight of 6-50 kg (programmed in steps of 0.5 kg) and each total burn area of 30%-100% TBSA (programmed in steps of 1%TBSA). They were put into three accepted pediatric rehydration formulae, namely the commonly used domestic pediatric rehydration formula for burn patients (hereinafter referred to as the domestic rehydration formula), the Galveston formula, and the Cincinnati formula, and the two rehydration formulae for pediatric emergency, namely the simplified resuscitation formula for emergency care of patients with extensive burns proposed by the World Health Organization's Technical Working Group on Burns (TWGB, hereinafter referred to as the TWGB formula) and the pediatric ten-fold rehydration formula proposed by the author of this article--rehydration rate (mL/h)=body weight (kg) × 10 (mL·kg-1·h-1) to calculate the rehydration rate within 8 h post injury (hereinafter referred to as the rehydration rate). The range of the results of the 3 accepted pediatric rehydration formulae ±20% were regarded as the reasonable rehydration rate, and the accuracy rates of rehydration rate calculated using the two pediatric emergency rehydration formulae were compared. Using the maximum burn areas (55% and 85% TBSA) corresponding to the reasonable rehydration rate calculated by the pediatric ten-fold rehydration formula at the body weight of 6 and 50 kg respectively, the total burn area of 30% to 100% TBSA was divided into 3 segments and the accuracy rates of the rehydration rate calculated using the 2 pediatric emergency rehydration formulae in each segment were compared. When neither of the rehydration rates calculated by the 2 pediatric emergency rehydration formulae was reasonable, the differences between the two rehydration rates were compared. The distribution of 433 pediatric patients in the 3 previous total burn area segments was counted and the accuracy rates of the rehydration rate calculated using the 2 pediatric emergency rehydration formulae were calculated and compared. Data were statistically analyzed with McNemar test. Results: Substitution of 6 319 pairs of simulated data showed that the accuracy rates of the rehydration rates calculated by the pediatric ten-fold rehydration formula was 73.92% (4 671/6 319), which was significantly higher than 4.02% (254/6 319) of the TWGB formula (χ2=6 490.88,P<0.05). When the total burn area was 30%-55% and 56%-85% TBSA, the accuracy rates of the rehydration rates calculated by the pediatric ten-fold rehydration formula were 100% (2 314/2 314) and 88.28% (2 357/2 670), respectively, which were significantly higher than 10.98% (254/2 314) and 0 (0/2 670) of the TWGB formula (with χ2 values of 3 712.49 and 4 227.97, respectively, P<0.05); when the total burn area was 86%-100% TBSA, the accuracy rates of the rehydration rates calculated by the pediatric ten-fold rehydration formula and the TWGB formula were 0 (0/1 335). When the rehydration rates calculated by the 2 pediatric emergency rehydration formulae were unreasonable, the rehydration rates calculated by the pediatric ten-fold rehydration formula were all higher than those of the TWGB formula. There were 93.07% (403/433), 5.77% (25/433), and 1.15% (5/433) patients in the 433 pediatric patients had total burn area of 30%-55%, 56%-85%, and 86%-100% TBSA, respectively, and the accuracy rate of the rehydration rate calculated using the pediatric ten-fold rehydration formula was 97.69% (423/433), which was significantly higher than 0 (0/433) of the TWGB formula (χ2=826.90, P<0.05). Conclusions: The application of the pediatric ten-fold rehydration formula to estimate the rehydration rate of pediatric patients after extensive burns is more accurate and convenient, superior to the TWGB formula, suitable for application by front-line healthcare workers that are not specialized in burns in pre-admission rescue of pediatric patients with extensive burns, and is worthy of promotion.
Male
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Female
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Humans
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Child
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Burns/therapy*
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Hospitalization
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Resuscitation
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Fluid Therapy/methods*
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Body Surface Area
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Retrospective Studies
10.Association of Circulating Bilirubin Levels with Newly Diagnosed Nonproliferative Diabetic Retinopathy and Its Related Risk Factors: A Case-control Study
Yuan-hua LIU ; Xue-yan LI ; Lei SU ; Jia-lin HE ; Xiu-wen GENG ; Jia-jun JI ; Song TANG ; Li-na ZHAO
Journal of Sun Yat-sen University(Medical Sciences) 2022;43(1):152-160
ObjectiveThis study aimed to assess the circulating bilirubin profile [total bilirubin (TBIL), conjugated bilirubin (DBIL), unconjugated bilirubin (IBIL)] and their associations with nonproliferative diabetic retinopathy (NPDR). MethodsA case-control study which enrolled 312 type 2 diabetic mellitus (T2DM) patients (78 newly diagnosed NPDR 1:3 matched with 234 T2DM without diabetic retinopathy) was conducted. Diabetic retinopathy was screened by artificial intelligence fundus camera and further confirmed by the ophthalmologist, and demographic and clinical information were collected. Serum bilirubin and related biochemical indicators were assessed. ResultsPatients with NPDR had significantly lower serum TBIL, DBIL and IBIL concentrations (P values were 0.003, 0.001 and 0.006), which were not associated with glycated hemoglobin (HbA1c) concentration (all P values >0.05). The association persisted after adjustment for traditional risk factors including gender, diabetes duration, HbA1c and systolic blood pressure. Moreover, low IBIL had a higher risk of NPDR with odds ratio (OR) 95%CI of 3.44 (1.04, 11.38) in well glycemic controlled T2DM patients (HbA1c ≤7%) or of 2.53 (1.10, 5.82) in T2DM patients without microalbuminuria [urine albumin creatine ratio (UACR) ≤30mg/g]; low DBIL had a higher risk of NPDR with OR 95%CI of 2.05 (1.09, 3.86) in poor glycemic controlled T2DM patients (HbA1c>7%) or of 2.40 (1.14, 5.02) in T2DM patients with microalbuminuria (UACR >30mg/g). ConclusionOur results suggested that circulating bilirubin level is inversely and independently associated with NPDR which might be an early clinical biomarker for predicting and preventing diabetic retinopathy.

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