1.Prediction of Triple-Negative Breast Cancer Based on Digital Mammography Radiomics Nomogram:A Multicenter Study
Yuhai XIE ; Peiqi MA ; Jianjian HAN ; Xiaole WANG ; Dong HU ; Wenjun MA ; Tianxian WEI ; Yang YANG
Chinese Journal of Medical Imaging 2024;32(11):1140-1146
Purpose To investigate the clinical value of multi-center digital mammography radiomics nomogram model in predicting triple-negative breast cancer(TNBC).Materials and Methods The digital mammograms of 462 patients with pathologically confirmed breast cancer from November 2016 to March 2022 were retrospectively analyzed,including 243 cases from Yijishan Hospital of Wannan Medical College(institution 1),106 cases from Fuyang People's Hospital(institution 2)and 113 cases from Taihe People's Hospital(institution 3).According to the results of immunohistochemistry,a total of 349 breast cancer patients in institution 1 and institution 2 were randomly divided into the training group(244 cases,including 41 TNBC and 203 non-TNBC)and the validation group(105 cases,including 18 TNBC and 87 non-TNBC)according to the ratio of 7∶3,113 breast cancer patients(24 TNBC and 89 non-TNBC)from institution 3 were included in the external validation group.Comparing the mediolateral oblique and cranial cauda digital mammography images,the mammography imaging with larger lesion areas were selected,and the image segmentation and radiomics feature extraction were performed.The radiomics model was constructed by using Logistic regression.The clinicopathological parameters and radiomics scores were used to construct a nomogram.Receiver operating characteristic and decision curve analysis were used to evaluate the model performance.To compare The predictive performance between the models was compared.Results Finally,four radiomics features closely related to TNBC were selected to construct an radiomics model.The area under the curve,sensitivity and specificity of TNBC predicted by the radiomics model in training group,validation group and external test group were 0.868,90.24%and 72.91%,0.827,72.22%and 75.86%,0.837,70.83%and 78.65%,respectively.The area under the curve,sensitivity and specificity of TNBC predicted by the combined model in the training group,validation group and external test group were 0.903,80.49%and 86.70%,0.890,77.78%and 88.51%,0.870,62.50%and 85.39%,respectively.The combined model was better than the single image omics model in predicting TNBC,and the difference was statistically significant between the training group and the verification group(Z=2.061,2.064,both P<0.05),but not between the external test group(Z=1.223,P=0.221).In three group,decision curve analysis showed that the nomogram predicted a higher net benefit than the radiomics model for triple-negative breast cancer.Conclusion The radiomics model has high diagnostic efficiency in predicting TNBC,and the nomogram model combined with the radiomics score and histological grading can further improve the prediction efficiency.
2.Relationship between serum procalcitonin level and severity and prognosis in patients with traumatic brain injury in plateau areas
Lianyu ZHANG ; Fabin ZHANG ; Huanying BAI ; Huibin YUN ; Zhao ZHENG ; Shuncai LIU ; Shenghua A ; Zhongshan SHI ; Yuhai HU
Chinese Critical Care Medicine 2024;36(1):56-61
Objective:To analyze the changes rule of serum procalcitonin (PCT) levels in patients with traumatic brain injury in plateau areas, and to evaluate its value in assessing the severity and prognosis of the patients.Methods:A prospective cohort study was conducted. The patients with traumatic brain injury admitted to the critical care medicine departments of Xining Third People's Hospital (at an altitude of 2 260 metres) and Golmud City People's Hospital (at an altitude of 2 780 metres) from May 2018 to September 2022 were enrolled. According to the Glasgow coma scale (GCS) score at admission, the patients were divided into mild injury group (GCS score 13-15), severe injury group (GCS score 9-12), and critical injury group (GCS score 3-8). All patients received active treatment. Chemiluminescence immunoassay was used to measure the serum PCT levels of patients on the 1st, 3rd, 5th, and 7th day of admission. The Kendall tau-b correlation method was used to analyze the correlation between serum PCT levels at different time points and the severity of the disease. The patients were followed up until October 30, 2022. The prognosis of the patients was collected. The baseline data of patients with different prognosis were compared. The Cox regression method was used to analyze the relationship between baseline data, serum PCT levels at different time points and prognosis. Receiver operator characteristic curve (ROC curve) was drawn to analyze the predictive value of serum PCT levels at different time points for death during follow-up.Results:Finally, a total of 120 patients with traumatic brain injury were enrolled, including 52 cases in the mild injury group, 40 cases in the severe injury group, and 28 cases in the critical injury group. The serum PCT levels of patients in the mild injury group showed a continuous downward trend with the prolongation of admission time. The serum PCT levels in the severe injury and critical injury groups reached their peak at 3 days after admission, and were significantly higher than those in the mild injury group (μg/L: 3.53±0.68, 4.47±0.63 vs. 0.40±0.14, both P < 0.05), gradually decreasing thereafter, but still significantly higher than the mild injured group at 7 days. Kendall tau-b correlation analysis showed that there was a significant positive correlation between serum PCT levels on days 1, 3, 5, and 7 of admission and the severity of disease ( r value was 0.801, 0.808, 0.766, 0.528, respectively, all P < 0.01). As of October 30, 2022, 92 out of 120 patients with traumatic brain injury survived and 28 died, with a mortality of 23.33%. Compared with the survival group, the GCS score, serum interleukin-6 (IL-6) levels, white blood cell count (WBC) in peripheral blood, and PCT levels in cerebrospinal fluid at admission in the death group were significantly increased [GCS score: 5.20±0.82 vs. 4.35±0.93, IL-6 (ng/L): 1.63±0.45 vs. 0.95±0.27, blood WBC (×10 9/L): 14.31±2.03 vs. 11.95±1.98, PCT in cerebrospinal fluid (μg/L): 11.30±1.21 vs. 3.02±0.68, all P < 0.01]. The serum PCT levels of patients in the survival group showed a continuous downward trend with prolonged admission time. The serum PCT level in the death group peaked at 3 days after admission and was significantly higher than that in the survival group (μg/L: 4.11±0.62 vs. 0.52±0.13, P < 0.01), gradually decreasing thereafter, but still significantly higher than the survival group at 7 days. Cox regression analysis showed that serum IL-6 levels [hazard ratio ( HR) = 17.347, 95% confidence interval (95% CI) was 5.874-51.232], WBC in peripheral blood ( HR = 1.383, 95% CI was 1.125-1.700), PCT levels in cerebrospinal fluid ( HR = 1.952, 95% CI was 1.535-2.482) at admission and serum PCT levels on admission days 1, 3, 5, and 7 [ HR (95% CI) was 6.776 (1.844-24.906), 1.840 (1.069-3.165), 3.447 (1.284-9.254), and 6.666 (1.214-36.618), respectively] were independent risk factors for death during follow-up in patients with traumatic brain injury (all P < 0.05). ROC curve analysis showed that the AUC of serum PCT levels on days 1, 3, 5, and 7 for predicting death during follow-up in patients with traumatic brain injury was all > 0.8 [AUC (95% CI) was 0.898 (0.821-0.975), 0.800 (0.701-0.899), 0.899 (0.828-0.970), 0.865 (0.773-0.958), respectively], indicating ideal predictive value. The optimal cut-off value for serum PCT level at 3 days of admission was 1.88 μg/L, with the sensitivity of 78.6% and specificity of 88.0% for predicting death during follow-up. Conclusions:Abnormal expression of serum PCT levels in patients with traumatic brain injury on the 3rd day of admission was found. The serum PCT levels greater than 3 μg/L may be related to severe illness. The serum PCT levels greater than 1.88 μg/L can predict the poor prognosis of patients. Dynamic observation of changes in serum PCT levels has good evaluation value for the severity and prognosis of patients with traumatic brain injury in plateau areas.
3.Study on Isolation and Culture of Primary Lung Fibroblasts from Newborn Mice by Improved Tissue Adhesion Method
Xiaodan ZHENG ; Ting WANG ; Yuhai HU
Journal of Modern Laboratory Medicine 2024;39(6):206-210
Objective To establish an improved simple and efficient method for isolation and culture of primary lung fibroblasts(LFB)from neonatal mice,and study their growth characteristics in vitro.Methods The lungs of 3-days-old mice or 8-weeks-old mice were taken under sterile conditions,and the stromal tissue was cut into 1mm3 tissue mass.High-glucose DMEM culture medium containing 10g/dl fetal bovine serum(FBS)or 20g/dl FBS was used for tissue adhesion culture.The LFB was purified by the differential time adhesion method,and the growth morphology and adherence state of the cells were observed dynamically under an inverted microscope.The primary LFB was identified by flow cytometry.The activity of the third-generation cell after culture was detected by CCK-8 assay.Results Lung tissues in mice at 3 days of age and 20g/dl FBS concentration cultured by the improved tissue mass adherent cultured method began to grow radially to the periphery on the 2nd day.On the day 7th,the cells growth density reached 90%,and the cell morphology was as a spindle.The CD140a positive and CD45 negative cells reached more than 90%after purification by differential time adhesion method,and the cells still maintain good cell activity after cultured for 3 generations.Conclusion The improved tissue adhesion method can obtain a large number of purified mice LFB with good activity simply and efficiently,which lays a foundation for the study of lung inflammation,tumors and in vitro efficacy of drugs.
4.Chinese expert consensus on clinical treatment of adult patients with severe traumatic brain injury complicated by corona virus disease 2019 (version 2023)
Zeli ZHANG ; Shoujia SUN ; Yijun BAO ; Li BIE ; Yunxing CAO ; Yangong CHAO ; Juxiang CHEN ; Wenhua FANG ; Guang FENG ; Lei FENG ; Junfeng FENG ; Liang GAO ; Bingsha HAN ; Ping HAN ; Chenggong HU ; Jin HU ; Rong HU ; Wei HE ; Lijun HOU ; Xianjian HUANG ; Jiyao JIANG ; Rongcai JIANG ; Lihong LI ; Xiaopeng LI ; Jinfang LIU ; Jie LIU ; Shengqing LYU ; Binghui QIU ; Xizhou SUN ; Xiaochuan SUN ; Hengli TIAN ; Ye TIAN ; Ke WANG ; Ning WANG ; Xinjun WANG ; Donghai WANG ; Yuhai WANG ; Jianjun WANG ; Xingong WANG ; Junji WEI ; Feng XU ; Min XU ; Can YAN ; Wei YAN ; Xiaofeng YANG ; Chaohua YANG ; Rui ZHANG ; Yongming ZHANG ; Di ZHAO ; Jianxin ZHU ; Guoyi GAO ; Qibing HUANG
Chinese Journal of Trauma 2023;39(3):193-203
The condition of patients with severe traumatic brain injury (sTBI) complicated by corona virus 2019 disease (COVID-19) is complex. sTBI can significantly increase the probability of COVID-19 developing into severe or critical stage, while COVID-19 can also increase the surgical risk of sTBI and the severity of postoperative lung lesions. There are many contradictions in the treatment process, which brings difficulties to the clinical treatment of such patients. Up to now, there are few clinical studies and therapeutic norms relevant to sTBI complicated by COVID-19. In order to standardize the clinical treatment of such patients, Critical Care Medicine Branch of China International Exchange and Promotive Association for Medical and Healthcare and Editorial Board of Chinese Journal of Trauma organized relevant experts to formulate the Chinese expert consensus on clinical treatment of adult patients with severe traumatic brain injury complicated by corona virus infection 2019 ( version 2023) based on the joint prevention and control mechanism scheme of the State Council and domestic and foreign literatures on sTBI and COVID-19 in the past 3 years of the international epidemic. Fifteen recommendations focused on emergency treatment, emergency surgery and comprehensive management were put forward to provide a guidance for the diagnosis and treatment of sTBI complicated by COVID-19.
5.Artificial Intelligence Quantitative Parameters in Predicting Invasion of Lung Adenocarcinoma with Diameter≤2 cm of Ground-Glass Density
Yuhai XIE ; Xiaohu LI ; Weishu HOU ; Xiaoyan GU ; Yinfeng QIAN ; Xu GAO ; Dong HU ; Lidong YOU
Chinese Journal of Medical Imaging 2023;31(12):1288-1292
Purpose To investigate the clinical value of artificial intelligence(AI)quantitative parameters in predicting the invasion degree of lung adenocarcinoma with diameter≤2 cm of ground-glass density.Materials and Methods A total of 80 patients with lung adenocarcinoma with diameter≤2 cm ground-glass density confirmed by pathology from March 2019 to April 2022 were retrospectively analyzed.A total of 90 nodules were rerolled,including 8 adenocarcinomas in situ(AIS),34 minimally invasive adenocarcinomas(MIA)and 48 invasive adenocarcinomas(IAC).They were divided into the experimental group(IAC)and the control group(AIS and MIA).The differences of the AI quantitative parameters such as volume,three-dimensional length diameter,maximum area,maximum CT value,minimum CT value and average CT value were compared between two groups,and the predictive values of AI quantitative parameters for the invasion degree of lung adenocarcinoma was evaluated.Results There were statistically significant differences with age,volume,three-dimensional length diameter,maximum area,maximum CT value and average CT value between the two groups(all P<0.05),but no statistically significant differences in gender and minimum CT value(both P>0.05).Binary Logistic regression analysis showed that the three-dimensional length diameter(odd ratio=2.020,P=0.034)and the maximum CT value(odd ratio=1.008,P=0.013)were independent predictors for lung adenocarcinoma with diameter≤2 cm of ground-glass density.The regression model based on the three-dimensional length diameter and the maximum CT value had the best predictive performance,and its AUC was 0.901.When the critical value was 2.432,its sensitivity and specificity were 93.75%and 71.43%,respectively.Conclusion AI quantitative parameters have a high value in predicting the degree of invasion of lung adenocarcinoma with diameter≤2 cm of ground-glass density,and the combined model with three dimensional long diameter and maximum CT value has the highest diagnostic efficiency.
7.Periosteum-covered iliac crest autografts for treatment of severe osteochondral lesions of talus
Yuhai MA ; Yu LIU ; Changsong CHEN ; Xiaohua HU ; Huadong YIN ; Jianxin HE ; Xiaofeng ZHU ; Chunhu WU
Chinese Journal of Trauma 2021;37(7):635-640
Objective:To explore the clinical efficacy of periosteum-covered iliac crest autografts for treatment of severe osteochondral lesions of talus (OCLTs).Methods:A retrospective case series study was used to analyze the clinical data of 26 patients with severe OCLTs treated at Zhejiang Armed Police Corps Hospital from January 2013 to October 2019. There were 21 males and 5 females,aged 17-49 years [(36.3 ± 10.9)years]. All patients were treated using periosteum-covered iliac crest autografts. The visual analogue scale (VAS),American Orthopedic Foot and Ankle Society (AOFAS) ankle-hindfoot score and ankle joint range of motion (ROM) were assessed before operation,6 months after operation and at the last follow-up (≥ 12 months). The area of talus injury with MRI at the same level was recorded before operation and at the last follow-up. The healing of talus and joint surface was detected with CT at the last follow-up. The healing of the incision and osteotomy site and complications were observed.Results:All patients were followed for 12 to 22 months[(15.1 ± 3.2)months]. The VAS was (2.4 ± 0.9)points and (1.7 ± 0.6)points at postoperative 6 months and at the last follow-up,significantly lower than the preoperative (5.4 ± 1.2)points ( P < 0.01). Meanwhile,the VAS at the last follow-up was significantly lower than that at postoperative 6 months ( P < 0.01). The AOFAS ankle-hindfoot score was (71.7 ± 7.8)points and (87.8 ± 6.2) points at postoperative 6 months and at the last follow-up,significantly lower than the preoperative (66.5 ± 7.5) points ( P < 0.01). Meanwhile,the AOFAS ankle-hindfoot at the last follow-up was significantly lower than that at postoperative 6 months ( P < 0.01). The ankle ROM was (58.4 ± 5.5)° and (70.0 ± 4.9)° at postoperative 6 months and at the last follow-up,significantly improved when compared to the preoperative (42.3 ± 8.1)° ( P < 0.01). Meanwhile,the ankle ROM at the last follow-up was significantly improved when compared to that at postoperative 6 months ( P < 0.01). The area of talus injury with MRI at the same level was 0.67(0.55,0.89)cm 2 at the last follow-up,significantly improved when compared to preoperative 2.64(1.98,3.68)cm 2 ( P < 0.01). The transplantation had neither obvious defects nor joint surface steps based on CT findings. All surgical incisions were healed by first intention. There were no complications such as incision infection,skin necrosis,nonunion of osteotomy,malunion or severe ankle joint disorder except that 8 patients had residual local subchondral bone?marrow?edema-like?signal?and 2 patients showed delayed healing of medial malleolus osteotomy. Conclusion:For patients with severe OCLTs,periosteum-covered iliac crest autografts can effectively relieve ankle pain,improve ankle function,and reduce the area of injury.
8.Potassium iodide promotes the pyroptosis of thyroid follicular epithelial cells through the PARP1-NF-κB-NLRP3 inflammasome activation
Mei LIU ; Jing HUANG ; Jun WANG ; Shaobo HU ; Shan LI ; Chen XIONG ; Fang LIU ; Chunhui YUAN ; Yuhai HU ; Wenzao SUN
Chinese Journal of Endocrinology and Metabolism 2021;37(9):820-829
Objective:To explore the mechanism of potassium iodide-induced pyrolysis of thyroid follicular cells.Methods:Thyroid gland tissue was obtained from patients with thyroid cancer (TC) coexisting with Hashimoto′s thyroiditis, and the tumor-adjacent Hashimoto′s thyroiditis tissue was used as the control. ELISA was used to detect the concentration of the pyroptosis inflammatory cytokines interleukin (IL)-1β and IL-18 in the tissues, and Western blotting was used to detect the activation of gasdermin (GSDM) proteins, a biomarker for pyroptosis. Thyroid follicular cells treated with different concentrations of potassium iodide, and IL-1β, IL-18, lactate dehydrogenase (LDH), GSDMD were measured. Transcriptome chip analysis was used to explore the differentially expressed genes involved in pyroptosis of thyroid follicular cells induced by potassium iodide treatment.Results:The levels of IL-1β and IL-18 cytokines in the tissues of patients with Hashimoto′s thyroiditis and thyroid cancer were higher than control tissues ( P<0.01), and the activation of the pyroptosis executive protein GSDMD was significant increased, while GSDME was not activated. IL-1β, IL-18, and LDH secretion were significantly increased in response to potassium iodide stimulation in thyroid follicular cells ( P<0.01) and GSDMD was cleaved, which indicated that potassium iodide induced the pyroptosis of thyroid follicular cells. Moreover, potassium iodide could activate NLRP3 inflammasomes to promotethe pyroptosis of thyroid follicular cells. Transcriptome chip analysis further found that PARP1 protein was highly upregulated by the stimulation of potassium iodide, and then enhanced the activity of nuclear factor-κB (NF-κB) transcription factor to induce pyroptosis. Conclusions:The findings in this study reveal that potassium iodide promotesthe pyroptosis of thyroid follicular cells through activating NF-κB-NLRP3 inflammasome, which may be a novel mechanism that promots the development of Hashimoto′s thyroiditis under the condition of excessive iodine intake. PARP1 is a pivotal protein that mediates the pyroptosis induced by potassium iodide and may be a potential therapeutic target to control Hashimoto′s thyroiditis progression.
9.Effect of serum heat inactivation on the detection of 2019-nCoV antibodies
Yuhai HU ; Xiumei HU ; Taixue AN ; Peifu TIAN ; Qiang LI ; Xiaodan ZHENG ; Jing WANG ; Bo SITU ; Dehua SUN ; Yongyu RUI ; Qian WANG ; Lei ZHENG
Chinese Journal of Experimental and Clinical Virology 2021;35(6):719-722
Objective:To assess the effect of serum heat inactivation on the detection of 2019 novel coronavirus (2019-nCoV) specific IgM and IgG antibodies by colloidal gold method.Methods:The serum specimens were collected from a total of 106 Coronavirus Disease 2019 (COVID-19) patients and 52 control subjects. Both the fresh serum and the heat inactivated serum samples from the same patient were detected simultaneously with the 2019-nCoV IgM and IgG antibodies detection kit (colloidal gold method). According to the patient′s onset time, the positive rates of antibodies production profile were calculated. The influence of heat inactivation on the detection rates of antibodies at different stages of disease after onset was analyzed.Results:The test results of the specimens of the healthy control group before and after inactivation were all negative. For the 106 specimens of COVID-19 patients, the detection rates of 2019-nCoV specific IgM and IgG antibodies were reduced after heating at 56 ℃ for 30 min. The positive rates of IgM antibodies significantly decreased from 66.04% (70/106) to 43.40% (46/106) ( χ2=22.042, P=0.000), while the positive rates of IgG antibodies slightly decreased from 81.13% (86/106) to 76.42% (81/106) ( χ2=0.800, P=0.063). Further analysis revealed that there was a significant difference in the positive rates of IgM antibodies before and after heat inactivation in the 3rd, 5th and 6th week after onset. However, there was no statistically significant difference in the detection rates of IgG antibodies before and after serum heat inactivation in different periods of onset. Conclusions:Heat inactivation significantly decreased the detection rates of 2019-nCoV specific IgM antibodies, which may lead to serological false negative results.
10.Hospitalization Due to Asthma Exacerbation: A China Asthma Research Network (CARN) Retrospective Study in 29 Provinces Across Mainland China
Jiangtao LIN ; Bin XING ; Huaping TANG ; Lan YANG ; Yadong YUAN ; Yuhai GU ; Ping CHEN ; Xiaoju LIU ; Jie ZHANG ; Huiguo LIU ; Changzheng WANG ; Wei ZHOU ; Dejun SUN ; Yiqiang CHEN ; Zhuochang CHEN ; Mao HUANG ; Qichang LIN ; Chengping HU ; Xiaohong YANG ; Jianmin HUO ; Xianwei YE ; Xin ZHOU ; Ping JIANG ; Wei ZHANG ; Yijiang HUANG ; Luming DAI ; Rongyu LIU ; Shaoxi CAI ; Jianying XU ; Jianying ZHOU ;
Allergy, Asthma & Immunology Research 2020;12(3):485-495
PURPOSE: Details of patients hospitalized for asthma exacerbation in mainland China are lacking. To improve disease control and reduce economic burden, a large sample survey among this patient population is indispensable. This study aimed to investigate the clinical characteristics and outcomes of such patients.METHODS: A retrospective study was conducted on patients hospitalized for asthma exacerbation in 29 hospitals of 29 regions in mainland China during the period 2013 to 2014. Demographic features, pre-admission conditions, exacerbation details, and outcomes were summarized. Risk factors for exacerbation severity were analyzed.RESULTS: There were 3,240 asthmatic patients included in this study (57.7% females, 42.3% males). Only 28.0% used daily controller medications; 1,287 (39.7%) patients were not currently on inhaled corticosteroids. Acute upper airway infection was the most common trigger of exacerbation (42.3%). Patients with severe to life-threatening exacerbation tended to have a longer disease course, a smoking history, and had comorbidities such as hypertension, chronic obstructive pulmonary disease (COPD), and food allergy. The multivariate analysis showed that smoking history, comorbidities of hypertension, COPD, and food allergy were independent risk factors for more severe exacerbation. The number of patients hospitalized for asthma exacerbation varied with seasons, peaking in March and September. Eight patients died during the study period (mortality 0.25%).CONCLUSIONS: Despite enhanced education on asthma self-management in China during recent years, few patients were using daily controller medications before the onset of their exacerbation, indicating that more educational efforts and considerations are needed. The findings of this study may improve our understanding of hospital admission for asthma exacerbation in mainland China and provide evidence for decision-making.
Adrenal Cortex Hormones
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Asthma
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China
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Comorbidity
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Disease Progression
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Education
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Female
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Food Hypersensitivity
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Hospitalization
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Humans
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Hypertension
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Inpatients
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Medication Adherence
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Mortality
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Multivariate Analysis
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Pulmonary Disease, Chronic Obstructive
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Retrospective Studies
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Risk Factors
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Seasons
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Self Care
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Smoke
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Smoking

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