1.Expert consensus on ethical requirements for artificial intelligence (AI) processing medical data.
Cong LI ; Xiao-Yan ZHANG ; Yun-Hong WU ; Xiao-Lei YANG ; Hua-Rong YU ; Hong-Bo JIN ; Ying-Bo LI ; Zhao-Hui ZHU ; Rui LIU ; Na LIU ; Yi XIE ; Lin-Li LYU ; Xin-Hong ZHU ; Hong TANG ; Hong-Fang LI ; Hong-Li LI ; Xiang-Jun ZENG ; Zai-Xing CHEN ; Xiao-Fang FAN ; Yan WANG ; Zhi-Juan WU ; Zun-Qiu WU ; Ya-Qun GUAN ; Ming-Ming XUE ; Bin LUO ; Ai-Mei WANG ; Xin-Wang YANG ; Ying YING ; Xiu-Hong YANG ; Xin-Zhong HUANG ; Ming-Fei LANG ; Shi-Min CHEN ; Huan-Huan ZHANG ; Zhong ZHANG ; Wu HUANG ; Guo-Biao XU ; Jia-Qi LIU ; Tao SONG ; Jing XIAO ; Yun-Long XIA ; You-Fei GUAN ; Liang ZHU
Acta Physiologica Sinica 2024;76(6):937-942
As artificial intelligence technology rapidly advances, its deployment within the medical sector presents substantial ethical challenges. Consequently, it becomes crucial to create a standardized, transparent, and secure framework for processing medical data. This includes setting the ethical boundaries for medical artificial intelligence and safeguarding both patient rights and data integrity. This consensus governs every facet of medical data handling through artificial intelligence, encompassing data gathering, processing, storage, transmission, utilization, and sharing. Its purpose is to ensure the management of medical data adheres to ethical standards and legal requirements, while safeguarding patient privacy and data security. Concurrently, the principles of compliance with the law, patient privacy respect, patient interest protection, and safety and reliability are underscored. Key issues such as informed consent, data usage, intellectual property protection, conflict of interest, and benefit sharing are examined in depth. The enactment of this expert consensus is intended to foster the profound integration and sustainable advancement of artificial intelligence within the medical domain, while simultaneously ensuring that artificial intelligence adheres strictly to the relevant ethical norms and legal frameworks during the processing of medical data.
Artificial Intelligence/legislation & jurisprudence*
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Humans
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Consensus
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Computer Security/standards*
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Confidentiality/ethics*
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Informed Consent/ethics*
2.Clinical value of helium-free magnetocardiography in diagnosis of coronary heart disease
Feng XU ; Chenchen TU ; Shuwen YANG ; Ming DING ; Bin CAI ; Huan ZHANG ; Linqi LIU ; Xueyao YANG ; Shu ZHOU ; Zhao MA ; Xiantao SONG ; Hongjia ZHANG
Chinese Journal of General Practitioners 2023;22(11):1159-1166
Objective:To assess the clinical value of helium-free magnetocardiography(MCG) in the diagnosis of coronary artery disease(CAD).Methods:A total of 213 patients with suspected CAD undergoing MCG in Beijing Anzhen Hospital were enrolled in the study. All patients underwent coronary CT angiography/invasive coronary angiography(CCTA/ICA) within 48 hours after MCG scanning. The parameters of MCG, including magnetic field multipolarization, magnetic field unipolarization, T-wave flattened, change in magnetic field distribution at TT segment, abnormal T-peak amplitude ration of maximum to minimum, significant movement of poles, magnetic field angle deviation and abnormal distribution of positive pole were used for the evaluation of the stenosis of coronary arteries.Results:Among 213 patients, MCG scanning was completed in 193 cases(90.6%), while 20 cases were excluded for various reasons. The CCTA/ICA results were taken as gold standard, the total coincidence rate of MCG with the degree of stenosis was 88.60%(95% CI: 83.25%-92.72%), the sensitivity and specificity of MCG in the diagnosis of CAD was 89.63%(95% CI: 83.21%-94.21%) and 88.23%(95% CI:78.12%-94.78%), respectively; the positive and negative predictive value were 93.80%(95% CI:88.72%-96.68%) and 81.08%(95% CI:72.15%-87.64%), respectively. Conclusion:MCG is highly accurate in the diagnosis of CAD, it may be widely used clinically as an non-invasive method free of radiation or contrast agent.
3.Construction of iPSC-derived Inhibitory Neural Network Tissue with Synaptic Transmission Potentials
Li-zhi PENG ; Qing-shuai WEI ; Yuan-huan MA ; Jin-hai XU ; Bin JIANG ; Yuan-shan ZENG ; Xiang ZENG ; Ying DING
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(1):18-25
ObjectiveDirected differentiation of human induced pluripotent stem cells (hiPSCs) into spinal cord γ-aminobutyric acid (GABA)-ergic progenitor cells were implanted into an decellularized optical nerve (DON) bioscaffold to construct a hiPSC-derived inhibitory neural network tissue with synaptic activities. This study aimed to provide a novel stem cell-based tissue engineering product for the study and the repair of central nervous system injury. MethodsThe combination of stepwise directional induction and tissue engineering technology was applied in this study. After hiPSCs were directionally induced into human neural progenitor cells (hNPCs) in vitro, they were seeded into a DON for three-dimensional culture, allowing further differentiation into inhibitory GABAergic neurons under the specific neuronal induction environment. Transmission electron microscopy and whole cell patch clamp technique were used to detect whether the hiPSCs differentiated neurons could form synapse-like structures and whether these neurons had spontaneous inhibitory postsynaptic currents, respectively, in order to validate that the hiPSC-derived neurons would form neural networks with synaptic transmission potentials from a structural and functional perspective. ResultsThe inhibitory neurons of GABAergic phenotype were successfully induced from hiPSCs in vitro, and maintained good viability after 28 days of culture. With the transmission electron microscopy, it was observed that many cell junctions were formed between hiPSC-derived neural cells in the three-dimensional materials, some of which presented a synapse- like structure, manifested as the slight thickness of cell membrane and a small number of vesicles within one side of the cell junctions, the typical structure of a presynatic component, and focal thickness of the membrane of the other side of the cell junctions, a typical structure of a postsynaptic component. According to whole-cell patch-clamp recording, the hiPSC-derived neurons had the capability to generate action potentials and spontaneous inhibitory postsynaptic currents were recorded in this biotissue. ConclusionsThe results of this study indicated that hiPSCs can be induced to differentiate into GABAergic progenitor cells in vitro and can successfully construct iPSC-derived inhibitory neural network tissue with synaptic transmission after implanted into a DON for three-dimensional culture. This study would provide a novel neural network tissue for future research and treatment of central nervous system injury by stem cell tissue engineering technology.
4.The measurement of critical quality attributes of Tongren niuhuang qingxin pills based on MIF-HEMT biosensor technology
Chao-fu MA ; Zi-jian WANG ; Li-juan MA ; Xiao-yan HU ; Yu-nan WEI ; Xiao-meng ZHANG ; Xin-yu GUO ; Xing-yue HUAN ; Jing ZHAO ; Jin-fan XU ; Nan LI ; Zhi-bin WANG ; Jing DU ; Zhi-sheng WU
Acta Pharmaceutica Sinica 2023;58(10):2853-2861
There is still a serious challenge of the measurement of critical quality attributes (CQAs) related to clinical efficacy for Chinese materia medica manufacturing. To overcome this challenge, an integrated strategy of biosensor and ultra-performance liquid chromatography/tandem mass spectrometry (UPLC-MS/MS) was proposed using Tongren niuhuang qingxin pills as a trial. Firstly, an original biosensor was created using a semiconductor chip material high electron mobility transistor (HEMT) as the transducer and the macrophage migration inhibitory factor (MIF) as the identification element. By this MIF-HEMT biosensor, the efficacy on stoke of different components from Tongren niuhuang qingxin pills was measured. It was clear that all three components of Tongren niuhuang qingxin pills had strong therapeutic effects on stroke, especially the section A, the
5.VWF Damage Based on Novel Maglev Taylor-Couette Blood-Shearing Circulation Platform
Bin LU ; Liudi ZHANG ; Xu MEI ; Chengke YIN ; Qiubo JIANG ; Nana HUAN ; Peng WU
Journal of Medical Biomechanics 2022;37(4):E699-E705
Objective To study von Willebrand factor(VWF) damage based on a novel Maglev Taylor-Couette blood-shearing device. Methods The magnetic levitation (maglev) Taylor-Couette blood-shearing device was designed, and the blood-shearing platform was built. Fresh porcine blood was tested in circulation loop for 1 hour at laminar flow state. VWF damage was assessed by analyzing sample through Western blot and enzyme-linked immunosorbent assay. Results With the increase of exposure time and shear stress, a large number of high molecular weight VWF multimers were degraded into low molecular weight VWF. The maximum rate of degradation was 569%. When the shear stress increased from 18 Pa to 55 Pa, the ratio of VWF-Rco to VWF-Ag decreased from 45.7% to 32.8%. ConclusionsCompared with initial sample, the VWF damage was mainly manifested by the decrease of high molecular weight VWF and the decrease of VWF activity, and VWF-Ag did not change significantly. The novel maglev Taylor-Couette blood-shearing device can quantitatively control the flow parameters (exposure time and shear stress), and be used for blood damage research in vitro, thus providing references for the design and optimization of extracorporeal membrane oxygenation and blood pump.
6.Predictive value of SYNTAX-Ⅱ score on prognosis of patients with chronic total occlusion undergoing percutaneous coronary intervention.
Juan WANG ; Hao Bo XU ; Shu Bin QIAO ; Chang Dong GUAN ; Feng Huan HU ; Wei Xian YANG ; Jian Song YUAN ; Jin Gang CUI ; Lei SONG ; Min ZHANG ; Bo XU
Chinese Journal of Cardiology 2022;50(12):1186-1192
Objective: To investigate the predictive value of SYNTAX-Ⅱ score on long term prognosis of patients diagnosed with chronic total occlusion (CTO) and received percutaneous coronary intervention (PCI). Methods: Patients undergoing CTO-PCI in Fuwai hospital from January 2010 to December 2013 were enrolled in this retrospective analysis. The SYNTAX-Ⅱ score of the patients was calculated. According to SYNTAX-Ⅱ score tertiles, patients were stratified as follows: SYNTAX-Ⅱ≤20, 20
Humans
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Male
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Female
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Middle Aged
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Aged
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Percutaneous Coronary Intervention
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Coronary Artery Disease
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Retrospective Studies
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Stroke Volume
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Treatment Outcome
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Ventricular Function, Left
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Myocardial Infarction
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Prognosis
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Risk Factors
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Heart Failure
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Coronary Occlusion/surgery*
7.Genomic and transcriptomic analysis unveils population evolution and development of pesticide resistance in fall armyworm Spodoptera frugiperda.
Furong GUI ; Tianming LAN ; Yue ZHAO ; Wei GUO ; Yang DONG ; Dongming FANG ; Huan LIU ; Haimeng LI ; Hongli WANG ; Ruoshi HAO ; Xiaofang CHENG ; Yahong LI ; Pengcheng YANG ; Sunil Kumar SAHU ; Yaping CHEN ; Le CHENG ; Shuqi HE ; Ping LIU ; Guangyi FAN ; Haorong LU ; Guohai HU ; Wei DONG ; Bin CHEN ; Yuan JIANG ; Yongwei ZHANG ; Hanhong XU ; Fei LIN ; Bernard SLIPPERS ; Alisa POSTMA ; Matthew JACKSON ; Birhan Addisie ABATE ; Kassahun TESFAYE ; Aschalew Lemma DEMIE ; Meseret Destaw BAYELEYGNE ; Dawit Tesfaye DEGEFU ; Feng CHEN ; Paul K KURIA ; Zachary M KINYUA ; Tong-Xian LIU ; Huanming YANG ; Fangneng HUANG ; Xin LIU ; Jun SHENG ; Le KANG
Protein & Cell 2022;13(7):513-531
The fall armyworm (FAW), Spodoptera frugiperda, is a destructive pest native to America and has recently become an invasive insect pest in China. Because of its rapid spread and great risks in China, understanding of FAW genetic background and pesticide resistance is urgent and essential to develop effective management strategies. Here, we assembled a chromosome-level genome of a male FAW (SFynMstLFR) and compared re-sequencing results of the populations from America, Africa, and China. Strain identification of 163 individuals collected from America, Africa and China showed that both C and R strains were found in the American populations, while only C strain was found in the Chinese and African populations. Moreover, population genomics analysis showed that populations from Africa and China have close relationship with significantly genetic differentiation from American populations. Taken together, FAWs invaded into China were most likely originated from Africa. Comparative genomics analysis displayed that the cytochrome p450 gene family is extremely expanded to 425 members in FAW, of which 283 genes are specific to FAW. Treatments of Chinese populations with twenty-three pesticides showed the variant patterns of transcriptome profiles, and several detoxification genes such as AOX, UGT and GST specially responded to the pesticides. These findings will be useful in developing effective strategies for management of FAW in China and other invaded areas.
Animals
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China
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Genomics
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Humans
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Male
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Pesticides
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Spodoptera/genetics*
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Transcriptome
8.Microencapsulation of immunoglobulin Y: optimization with response surface morphology and controlled release during simulated gastrointestinal digestion.
Jin ZHANG ; Huan-Huan LI ; Yi-Fan CHEN ; Li-Hong CHEN ; Hong-Gang TANG ; Fan-Bin KONG ; Yun-Xin YAO ; Xu-Ming LIU ; Qian LAN ; Xiao-Fan YU
Journal of Zhejiang University. Science. B 2020;21(8):611-627
Immunoglobulin Y (IgY) is an effective orally administered antibody used to protect against various intestinal pathogens, but which cannot tolerate the acidic gastric environment. In this study, IgY was microencapsulated by alginate (ALG) and coated with chitooligosaccharide (COS). A response surface methodology was used to optimize the formulation, and a simulated gastrointestinal (GI) digestion (SGID) system to evaluate the controlled release of microencapsulated IgY. The microcapsule formulation was optimized as an ALG concentration of 1.56% (15.6 g/L), COS level of 0.61% (6.1 g/L), and IgY/ALG ratio of 62.44% (mass ratio). The microcapsules prepared following this formulation had an encapsulation efficiency of 65.19%, a loading capacity of 33.75%, and an average particle size of 588.75 μm. Under this optimum formulation, the coating of COS provided a less porous and more continuous microstructure by filling the cracks on the surface, and thus the GI release rate of encapsulated IgY was significantly reduced. The release of encapsulated IgY during simulated gastric and intestinal digestion well fitted the zero-order and first-order kinetics functions, respectively. The microcapsule also allowed the IgY to retain 84.37% immune-activity after 4 h simulated GI digestion, significantly higher than that for unprotected IgY (5.33%). This approach could provide an efficient way to preserve IgY and improve its performance in the GI tract.
Alginic Acid/chemistry*
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Chitin/chemistry*
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Chitosan
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Delayed-Action Preparations
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Digestion
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Drug Compounding
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Drug Liberation
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Gastrointestinal Tract/metabolism*
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Immunoglobulins/metabolism*
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Oligosaccharides
9.Risk factors analysis for steroid-resistant acute graft versus host disease after haploidentical hematopoietic stem cell transplantation.
Wen Bin LIU ; Yu Qian SUN ; Xiao Hui ZHANG ; Lan Ping XU ; Yu WANG ; Chen Hua YAN ; Huan CHEN ; Yu hong CHEN ; Wei HAN ; Feng Rong WANG ; Jing Zhi WANG ; Kai Yan LIU ; Xiao Jun HUANG ; Xiao Dong MO
Chinese Journal of Hematology 2020;41(2):106-111
Objective: To analyze the risk factors of steroid resistant acute graft- versus-host disease (aGVHD) after haploidentical hematopoietic stem cell transplantation (haplo-HSCT) . Methods: The clinical data of adult patients with acute myeloid leukemia (AML) /Myelodysplastic syndrome (MDS) who developed aGVHD after haplo-HSCT in Peking University Institute of Hematology from January 1st, 2010 to December 31st, 2012 were retrospectively reviewed. Results: A total of 85 patients were enrolled in the study, including 55 males and 30 females, with a median age of 30 (19-67) years. After steroid therapy, there were 53 (62.4%) , 6 (7.1%) and 26 (30.6%) patients achieved complete remission (CR) , partial remission (PR) and non-remission (NR) , respectively. The CR rates of the grade Ⅰ/Ⅱ and Ⅲ/Ⅳ aGVHD by steroid therapy were 66.2% (51/77) vs 25.0% (2/8) (χ(2)=3.639, P=0.048) , respectively. The CR rates of the patients with aGVHD involving 1 target organ and 2 target organs were 77.4% (48/62) vs 21.7% (5/23) (χ(2)=22.157, P<0.001) . The CR rates of patients with standard risk (SR) and high risk (HR) Minnesota risk score was 67.5% (52/77) vs 12.5% (1/8) (χ(2)=7.153, P=0.004) . The mononuclear cells≥8.33×10(8)/kg and the HR Minnesota risk score were independent risk factors for steroid-resistant aGVHD in multivariate analysis. Between Minnesota risk score SR (77 cases) and HR (8 cases) groups, the OS rates at 22 months after transplantation were (90.3±3.8) %vs (75.0±15.3) % (χ(2)=2.831, P=0.092) . After steroid treatment for aGVHD, the OS rates at 22 months in the CR group (53 cases) and non-CR group (32 cases) were (95.2±3.4) %vs (78.6±7.9) % (χ(2)=5.287, P=0.021) respectively. Conclusion: The Minnesota risk score and mononuclear cells count are effective tool for predicting steroid-resistant aGVHD after haplo-HSCT.
Acute Disease
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Adolescent
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Adult
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Aged
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Female
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Graft vs Host Disease
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Hematopoietic Stem Cell Transplantation
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Humans
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Leukemia, Myeloid, Acute/therapy*
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Male
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Middle Aged
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Retrospective Studies
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Risk Factors
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Young Adult
10.Impacts of smoking status on the clinical outcomes of coronary non-target lesions in patients with coronary heart disease: a single-center angiographic study.
Hao-Bo XU ; Juan WANG ; Ji-Lin CHEN ; Chao GUO ; Jian-Song YUAN ; Xin DUAN ; Feng-Huan HU ; Wei-Xian YANG ; Xiao-Liang LUO ; Rong LIU ; Jin-Gang CUI ; Sheng-Wen LIU ; Xiao-Jin GAO ; Yu-Shi CHUN ; Shu-Bin QIAO
Chinese Medical Journal 2020;133(19):2295-2301
BACKGROUND:
Coronary atherosclerotic plaque could go through rapid progression and induce adverse cardiac events. This study aimed to evaluate the impacts of smoking status on clinical outcomes of coronary non-target lesions.
METHODS:
Consecutive patients with coronary heart disease who underwent two serial coronary angiographies were included. All coronary non-target lesions were recorded at first coronary angiography and analyzed using quantitative coronary angiography at both procedures. Patients were grouped into non-smokers, quitters, and smokers according to their smoking status. Clinical outcomes including rapid lesion progression, lesion re-vascularization, and myocardial infarction were recorded at second coronary angiography. Multivariable Cox regression analysis was used to investigate the association between smoking status and clinical outcomes.
RESULTS:
A total of 1255 patients and 1670 lesions were included. Smokers were younger and more likely to be male compared with non-smokers. Increase in percent diameter stenosis was significantly lower (2.7 [0.6, 7.1] % vs. 3.5 [0.9, 8.9]%) and 3.4 [1.1, 7.7]%, P = 0.020) in quitters than those in smokers and non-smokers. Quitters tended to have a decreased incidence of rapid lesions progression (15.8% [76/482] vs. 21.6% [74/342] and 20.6% [89/431], P = 0.062), lesion re-vascularization (13.1% [63/482] vs. 15.5% [53/432] and 15.5% [67/431], P = 0.448), lesion-related myocardial infarction (0.8% [4/482] vs. 2.6% [9/342] and 1.4% [6/431], P = 0.110) and all-cause myocardial infarction (1.9% [9/482] vs. 4.1% [14/342] and 2.3% [10/431], P = 0.128) compared with smokers and non-smokers. In multivariable analysis, smoking status was not an independent predictor for rapid lesion progression, lesion re-vascularization, and lesion-related myocardial infarction except that a higher risk of all-cause myocardial infarction was observed in smokers than non-smokers (hazards ratio: 3.00, 95% confidence interval: 1.04-8.62, P = 0.042).
CONCLUSION
Smoking cessation mitigates the increase in percent diameter stenosis of coronary non-target lesions, meanwhile, smokers are associated with increased risk for all-cause myocardial infarction compared with non-smokers.

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