1.Artificial intelligence-driven multi-omics approaches in Alzheimer's disease: Progress, challenges, and future directions.
Fang REN ; Jing WEI ; Qingxin CHEN ; Mengling HU ; Lu YU ; Jianing MI ; Xiaogang ZHOU ; Dalian QIN ; Jianming WU ; Anguo WU
Acta Pharmaceutica Sinica B 2025;15(9):4327-4385
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline and memory loss, with few effective treatments currently available. The multifactorial nature of AD, shaped by genetic, environmental, and biological factors, complicates both research and clinical management. Recent advances in artificial intelligence (AI) and multi-omics technologies provide new opportunities to elucidate the molecular mechanisms of AD and identify early biomarkers for diagnosis and prognosis. AI-driven approaches such as machine learning, deep learning, and network-based models have enabled the integration of large-scale genomic, transcriptomic, proteomic, metabolomic, and microbiomic datasets. These efforts have facilitated the discovery of novel molecular signatures and therapeutic targets. Methods including deep belief networks and joint deep semi-non-negative matrix factorization have contributed to improvements in disease classification and patient stratification. However, ongoing challenges remain. These include data heterogeneity, limited interpretability of complex models, a lack of large and diverse datasets, and insufficient clinical validation. The absence of standardized multi-omics data processing methods further restricts progress. This review systematically summarizes recent advances in AI-driven multi-omics research in AD, highlighting achievements in early diagnosis and biomarker discovery while discussing limitations and future directions needed to advance these approaches toward clinical application.
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
;
Renal Dialysis/methods*
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Middle Aged
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Aged
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China
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Proportional Hazards Models
;
Treatment Outcome
3.Traditional Chinese Medicine Intervention in Rheumatoid Arthritis-related Signaling Pathways: A Review
Zengpeng LU ; Haiyang YU ; Xiaogang ZHANG ; Hulin ZHANG ; Chenglong GUO ; Yuping ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):289-298
Rheumatoid arthritis (RA), as an autoimmune disease, is mainly characterized by persistent synovitis. It often involves multiple joints symmetrically and can lead to joint deformity, joint function loss, and even disability in severe cases. The pathogenesis of RA is complex, and the prevention and treatment are complicated. Therefore, it is difficult to cure the disease completely. Previous studies have validated important targets and mechanisms for the prevention and treatment of RA, including the nuclear factor-κB (NF-κB) signaling pathway that controls the inflammatory process, nuclear factor E2-related factor 2 (Nrf2)/heme oxygenase-1 (HO-1) signaling pathway that regulates oxidative stress, inhibits inflammation, and maintains cell homeostasis, Wnt/β-catenin signaling pathway that plays a key role in cell growth, differentiation, apoptosis, and inflammatory response, anti-inflammatory, anti-oxidation, and silent information regulator 1 (SIRT1) signaling pathway that regulates synovial cells, anti-inflammatory adenylate-activated protein kinase (AMPK) signaling pathway that regulates energy metabolism, and hypoxia-inducible factor-1α (HIF-1α)/vascular endothelial growth factor (VEGF) signaling pathway related to angiogenesis in RA. At the same time, many studies have confirmed that traditional Chinese medicine prevents and treats RA by regulating the above signaling pathways and exerting their related effects, indicating the advantages of traditional Chinese medicine such as multiple regulatory pathways, long-term effects, and less adverse reactions. In this paper, by consulting many research reports, the role of the above-mentioned signaling pathways in RA was clarified, and the latest research results of traditional Chinese medicine intervention in the above-mentioned signaling pathways in the prevention and treatment of RA in recent years were summarized in detail. This paper aims to promote the in-depth study of the pathogenesis of RA and its treatment with traditional Chinese medicine, provide a scientific basis for the rational application of traditional Chinese medicine, and offer useful enlightenment for the development of new drugs and clinical practice for the treatment of RA in the future.
4.Anti-aging Effect of Ginseng Radix et Rhizoma:A Review
Hongrong LI ; Shixiong ZHANG ; Yawen LI ; Xuan LU ; Runtao ZHANG ; Xiaogang SHEN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(3):196-207
Ginseng Radix et Rhizoma(GRR) has the function of replenishing vital energy and can lighten the body and prolong the life when taken for a long time, which is suitable for the development of anti-aging products, so this paper intends to sort out the progress of anti-aging research on GRR. After combing, the results of modern studies have shown that a variety of components in GRR have anti-aging effect, which can prolong the lifespan of aging animal models, as well as delay the aging of various systems. The anti-aging mechanisms mainly include anti-cellular senescence, anti-oxidative stress, inhibiting telomere shortening, maintaining mitochondrial homeostasis and so on. The anti-aging ingredients of GRR involved in the researches mainly include ginsenoside Rg1 and ginsenoside Rb1, in addition, ginsenoside Rg3, ginsenoside Rd, ginsenoside Rg2, ginsenoside Re, ginsenoside Rb2, oligosaccharides of GRR, polysaccharides of GRR, water extract of GRR, total saponins of Panax ginseng stems and leaves are also included. Therefore, under current background of population aging, the in-depth development of GRR and its transformation into anti-aging products are of great significance for delaying senility and improving the health conditions of aging population.
5.Exploration of Aging-Induced Cognitive Impairment Based on Qiluo Theory of Essence,Qi and Spirit
Yawen LI ; Hongrong LI ; Xuan LU ; Xiaogang SHEN ; Jiehan ZHANG ; Runtao ZHANG ; Kunxu NIU ; Shixiong ZHANG
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(3):234-239
Cognitive dysfunction is the main manifestation of aging,which has become a hot topic of global concern as aging inten-sifies.This article proposes that essence is the origin of life,qi is the driving force of life,and spirit is the embodiment of life.Guided by the qiluo theory of essence,qi,and spirit,the key pathogenesis and corresponding treatment methods of cognitive impairment caused by aging are proposed:kidney essence deficiency and brain marrow insufficiency are the fundamental,primordial qi deficiency and brain meridian obstruction are the key,brain spirit dystrophy and spirit activity dysfunction are the manifestations;the treatment is to tonify the kidney and essence to fill brain marrow,warm and nourish primordial qi to unblock brain meridians,enhance brain sprit to improve spirit activity,expecting to be beneficial for delaying and preventing aging-caused cognitive impairment.
6.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.
7.Analysis of individual monitoring results of occupational external exposure in a steel enterprise in Baotou city from 2018 to 2022
Jing WANG ; Shuchao SUN ; Xuran REN ; Xiaogang LU ; Jie ZHANG ; Shiyu PANG ; Rong JIN
Chinese Journal of Radiological Medicine and Protection 2024;44(8):675-680
Objective:To study the levels of individual dose of radiation workers in a steel enterprise in Baotou City from 2018 to 2022, and analyze the main factors affecting the annual dose, and provide basic data for revising relevant standards.Methods:According to the requirements of occupational external exposure personal monitoring standards (GBZ 128-2019), the personal dose monitoring of workers working in a steel enterprise in Baotou City from 2018 to 2022 was carried out, three months for a period, continuous monitoring 4 periods, and the results were analyzed.Results:A total of 1 360 workers from 10 employers within the enterprise were surveyed. The annual doses were in the range of 0.500 - 0.844 mSv, with an average annual individual dose of 0.676 mSv. Especially, the average annual individulal effective dose to workers for safety management and inspection was 0.986 mSv, hiher than 0.698 mSv to rolling workers, pump operators, and continuous casters ( Z = 56.89, P < 0.001). Additionally, female worders working with the radiation generators had a higher average annual individual effective dose of 0.821 mSv, than 0.691 mSv to the male workers who were exposed to sealed sources possibly in many cases as needed, with a statistically significant difference ( Z =-5.53, P < 0.001). Conclusions:The average annual individual effective dose to radiation workers in an iron and steel enterprise in Baotou City meets the requirements of the relevent national standard. The annual dose of women and some workers is relatively high, so the management of radiation workers should be strengthened and the radiation protection measures in the workplace should be improved.
8.Comparison of clinical application effects of two endoscopic retrograde appendicitis therapies
Lei LU ; Xiaogang BI ; Yan ZHANG ; Feng TIAN
China Journal of Endoscopy 2024;30(11):59-65
Objective To compare the application of two endoscopic retrograde appendicitis therapies(ERAT)in acute uncomplicated appendicitis.Methods 100 patients with acute uncomplicated appendicitis from January 2021 to Jun 2023 were randomly divided into the direct vision group(50 cases)and the control group(50 cases).The control group was treated with conventional ERAT,and the direct vision group was treated with EyeMax Insight pancreaticobiliary imaging system assisted ERAT.The operation time,appendiceal intubation time,success rate of appendiceal intubation,abdominal pain relief time,body temperature recovery time,white blood cell recovery time,hospitalization time,and incidence of surgical complications were compared between the two groups.Results Comparison of appendiceal intubation time and operation time between the two groups:The appendiceal intubation time(5.43±3.51)min and operation time(45.50±10.65)min in the direct vision group were shorter than those in the control group(8.76±5.43)min and(54.32±13.45)min,and the differences were statistically significant(P=0.000).There were no significant differences in the success rate of intubation,recurrence rate,abdominal pain relief time,body temperature recovery time,white blood cell recovery time,hospitalization time and incidence of surgical complications between the two groups(P>0.05).Conclusion ERAT assisted by EyeMax Insight pancreaticobiliary imaging system can shorten the time of appendiceal intubation and operation,without increasing the incidence of complications,avoiding radiation exposure for patients and medical staff.It is safe and effective and worthy of clinical promotion.
9.Epidemiological characteristics of pulmonary tuberculosis patientsaged 60 years and older in Quzhou City
Min WANG ; Wei WANG ; Xiaogang HAO ; Mei LU ; Chunfu FANG ; Kui LIU ; Songhua CHEN
Journal of Preventive Medicine 2022;34(5):492-495
Objective:
To analyze the epidemiological characteristics of pulmonary tuberculosis cases at ages of 60 years and older in Quzhou City, Zhejiang Province, so as to provide the evidence for formulating the pulmonary tuberculosis control strategy among the elderly.
Methods:
The data pertaining to pulmonary tuberculosis cases at ages of 60 years and older in Quzhou City from 2010 to 2020 were collected through the Tuberculosis Management Information System of the China Disease Prevention and Control Information System. The trends for incidence, population distribution, diagnosis and treatment of pulmonary tuberculosis cases aged 60 years and older were analyzed using a descriptive epidemiological method.
Results:
Totally 8 754 pulmonary tuberculosis cases aged 60 years and older were reported in Quzhou City from 2010 to 2020, accounting for 47.65% of all pulmonary tuberculosis cases, and the number of pulmonary tuberculosis appeared a tendency towards a rise ( χ2trend=173.320, P<0.001 ), while the incidence of pulmonary tuberculosis showed a tendency towards a decline ( χ2trend=389.820, P<0.001 ), with an annual decline rate of 177.11/105. There were 4 307 smear-positive pulmonary tuberculosis cases, accounting for 58.71% of all smear-positive cases, and the number of smear-positive pulmonary tuberculosis cases showed a tendency towards a rise ( χ2trend=126.320, P<0.001 ), while the proportion of smear-positive cases showed a tendency towards a decline ( χ2trend=21.680, P<0.001 ), with an annual smear-positive rate of 87.14/105. The incidence of pulmonary tuberculosis was 256.94/105 among males and 91.43/105 among females at ages of 60 years and older ( χ2=20.903, P<0.001 ). The highest incidence of pulmonary tuberculosis was seen in patients aged 80 to 84 years ( 235.17/105 ), and farmers were the predominant occupation ( 7 171 cases, 81.92% ), while the highest number of cases was reported in Quzhou City (8 676 cases, 99.11%). There were 7 752 treatment-naïve cases ( 88.55% ), while 5 830 cases with delay in seeking healthcare services, and the proportion of delay in seeking healthcare services showed a tendency towards a rise from 2010 to 2020 ( χ2trend=4.853, P=0.028 ), with an annual mean delay rate of was 66.60%.
Conclusion
The incidence of pulmonary tuberculosis appeared a tendency towards a decline among patients aged 60 years and older in Quzhou City from 2010 to 2020, and the elderly aged 80 years and older and farmers should be paid more attention.
10.Correlation of endoscopy findings with symptoms in patients undergoing gastroscopy: a prospective study
Wei ZHANG ; Yu HUANG ; Huiyi LI ; Qi ZHU ; Xiaogang LI ; Zhizheng GE ; Hong LU
Chinese Journal of Digestive Endoscopy 2022;39(9):714-718
Objective:To investigate the correlation of endoscopy findings with symptoms in patients undergoing gastroscopy.Methods:Patients who underwent gastroscopy for the first time in Renji Hospital of Shanghai Jiao Tong University School of Medicine from January to December 2017 were included in the questionnaire survey. The participants were asked to report their main symptoms of the digestive tract in details, and gastroscopy was completed within 2 weeks. Final gastroscopic diagnosis was made based on both gastroscopy and pathology, then patients were divided into the major-lesion (peptic ulcer and malignancy) group and the non-major-lesion (chronic gastritis, reflux esophagitis and others) group. The correlation of gastrointestinal symptoms with gastroscopic findings was analyzed. The risk for major gastroscopic lesions (peptic ulcer and malignant tumors) was assessed by multivariate Logistic regression analysis.Results:A total of 5 885 patients completed the questionnaire, 5 496 (93.4%) of whom completed gastroscopy. The detection rates of peptic ulcer were 12.3% (373/3 028), 12.6% (52/412), 17.9% (49/273), 9.5% (64/675) and 9.2% (102/1 108) in patients with dyspepsia, reflux, alarm, other symptoms and no symptoms, respectively, the detection rates of malignant tumors were 1.2% (36/3 028), 0.7% (3/412), 7.7% (21/273), 0.7% (5/675) and 0.4% (4/1 108), respectively in these patients. The most common symptoms was dyspepsia, accounted for 58.3% (373/640) and 52.2% (36/69) patients with peptic ulcer and malignant tumors, respectively. Alarm symptoms were found in 30.4% (21/69) patients with malignant tumors, and 15.9% (102/640) peptic ulcer patients and 5.8% (4/69) malignant tumor patients had no gastrointestinal symptoms. Compared to asymptomatic individuals, patients with dyspepsia ( P<0.001, OR=1.52, 95% CI: 1.21-1.92) and those with warning symptoms ( P<0.001, OR=2.87, 95% CI: 2.02-4.08) had significantly increased risk for major lesions (peptic ulcer and malignant tumors) detected by gastroscopy. Conclusion:Although dyspepsia and alarm symptoms are positively associated with upper gastrointestinal malignancy and peptic ulcer, they are of limited predictive value for upper gastrointestinal diseases.


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