Literature DB >> 30464438

Influence of the type of emphysema in the relationship between COPD and lung cancer.

Cecilia Mouronte-Roibás1, Alberto Fernández-Villar1, Alberto Ruano-Raviña2, Cristina Ramos-Hernández1, Amara Tilve-Gómez3, Paula Rodríguez-Fernández3, Adriana Carolina Caldera Díaz3, Míriam García Vázquez-Noguerol3, Sara Fernández-García1, Virginia Leiro-Fernández1.   

Abstract

INTRODUCTION: There are no studies analyzing the relationship between emphysema and lung cancer (LC). With this aim and in order to make some comparisons between different clinical variables, we carried out the present study.
METHODS: This is a case-control study, patients with COPD and LC being the cases and subjects with stable COPD being the controls. Clinical and functional parameters, as well as the existence of radiological emphysema, were evaluated in a qualitative and quantitative way, using a radiological density of -950 Hounsfield units as a cutoff point in the images. The existence of several different types of emphysema (centrilobular, paraseptal, panacinar, or bullae) was analyzed, allowing patients to have more than one simultaneously. The extent to which lobes were involved was evaluated and the extension of emphysema was graduated for each type and location, following a quantitative scale. Differences between cases and controls were compared by using bivariate and multivariate analyzes with results expressed as OR and 95% CI.
RESULTS: We included 169 cases and 74 controls, 84% men with a FEV1 (%) of 61.7±18.5, with 90.1% non-exacerbators. Most of them (50%) were active smokers and 47.2% were ex-smokers. Emphysema was found in 80.2% of the subjects, the most frequent type being centrilobular (34.4%). The only significantly different factor was the presence of paraseptal emphysema (alone or combined; OR =2.2 [95% CI =1.1-4.3, P = 0.03]), with adenocarcinoma being significantly more frequent in paraseptal emphysema with respect to other types (67.2% vs 32.8%, P =0.03).
CONCLUSION: Patients with COPD and paraseptal emphysema could be a risk group for the development of LC, especially adenocarcinoma subtype.

Entities:  

Keywords:  COPD; emphysema; lung cancer; paraseptal

Mesh:

Year:  2018        PMID: 30464438      PMCID: PMC6214583          DOI: 10.2147/COPD.S178109

Source DB:  PubMed          Journal:  Int J Chron Obstruct Pulmon Dis        ISSN: 1176-9106


Introduction

Lung cancer (LC) is the leading cause of death between malignancies with a 5-year survival of around 15%. COPD is the fourth cause of death in the world, with a prevalence of 10%.1,2 Tobacco consumption is the main risk factor for the development of COPD (followed by exposure to biomass smoke) and LC.1,2 Both the diseases share another series of genetic, epigenetic, environmental, inflammatory, and common oxidative stress characteristics.3,4 In fact, some studies suggest that COPD is a risk factor for the development of LC, regardless of smoking habits.5 Pulmonary emphysema is the dilation of air spaces distal to the terminal bronchioles accompanied by the destruction of their walls.6 Emphysema is a characteristic of some patients with COPD, although it may be present in different phenotypes and even in smokers without COPD criteria.2 Currently, computed tomography (CT) is the best method for the noninvasive detection of emphysema.7 So far, there are different conclusions in the available studies that explore the relationship between LC and emphysema,8–10 which can be explained by different methods of evaluating thoracic CT,11 observing that emphysema detected visually by an expert radiologist seems superior to an automatic detection when establishing it as a risk factor for developing LC, even independently of the presence of airflow obstruction.8,9 The existence of emphysema has traditionally been related to the squamous histological type.12 To our knowledge, there are no studies of phenotypic and multidimensional characterization of COPD with LC that can help us choose the most appropriate therapy and its prognosis. In addition, there are several types of emphysema, although there is no clear evidence about its relationship with the development of LC.13 For this reason and based on the potential association between COPD and LC, we developed this study, to better understand the interaction between both diseases and establish if there is any relationship between the type of pulmonary emphysema, its extension and the development of LC. To do this, we analyzed the profile of patients with COPD and LC (cases), comparing it with another group of patients with COPD without LC (controls).

Methods

Study design and inclusion and exclusion criteria

This is an observational case–control study in which patients with COPD from the Vigo University Hospital from January 2014 to September 2016 were included. Cases are patients with LC and COPD assessed in the Lung Cancer Rapid Diagnosis Unit (LCRDU), included in the study at the time of LC diagnosis, while controls were captured in a general pulmonary consultation that was carried out on the same days as the LCRDU, including patients with recently diagnosed COPD (<6 months). Both the groups needed to have a CT at the time of inclusion in the study. Patients who did not want to participate, with contraindications or unable to perform spirometry correctly and those who did not want or did not need a chest CT scan were excluded. Afterwards, we performed univariate and multivariate analyses excluding those patients who did not have any kind of emphysema in the CT, as shown in the flowchart (Figure 1).
Figure 1

Flowchart of patients included in the study.

Abbreviations: CT, computed tomography; LC, lung cancer.

The LCRDU permits a diagnostic and staging process of LC and other thoracic neoplasms. Cases included in the study are from the LCRDU, where the diagnosis and staging of the LC are made according to a multidisciplinary approach and international guidelines.14 Emphysema was determined by experimented radiologists, who were not aware whether patients came from the case or control group, prior to their assessment of the CTs. The CT studies were performed in two devices: Lightspeed VCT of 64 rows of detectors (GE Medical Systems, Milwaukee, WI, USA) and Somatom Emotion of 16 rows of detectors (Siemens Medical Solutions, Enlargen, Germany). The study was approved by the Ethics Committee for Clinical Research of Galicia (file 2013/439). All patients signed informed consent in writing, also for the anonymized publication of any CT images. Variables were included in an anonymized database to maintain the principles of confidentiality and data protection.

Data collection

Demographic data, occupational exposures, comorbidity by Charlson index,15 functional and radiological variables, and body mass index (BMI) were collected. Smokers were defined as those who had smoked ≥100 cigarettes in their lifetime. Active smokers were those who had smoked more than one cigarette in the month before enrollment. The remaining smokers were classified as ex-smokers. Never smokers were patients who smoked <100 cigarettes during their lifetime.16 Spirometry was performed at the time of inclusion in this study, with a bronchodilator test and using the criteria of acceptability and reproducibility established in the guidelines of the Spanish Society of Respiratory Pathology17 using Quanjer Gli’s reference values.18 The diffusion capacity was obtained using standard techniques in accordance with the recommendations of the American Thoracic Society.19 The diagnosis of LC was made after suggestive radiological findings with pathologic confirmation in all cases. The histological type was obtained by reviewing the pathology report. We also analyzed the stage at diagnosis according to the 8th TNM (Tumor size, Nodes and Metastasis).20 We used the Global initiative of Obstructive Lung Disease (GOLD) and Guía Española de la EPOC classifications,2,21 including the COPD assessment test (CAT)22 and the BODE or BODEx23,24 indexes. We reviewed in how many cases alpha-1 antitrypsin (A1AT) was determined and analyzed its value. Emphysema evaluation was initially performed qualitatively defined as the existence or not of any type of emphysema in the thoracic study, that is, ≥1%, using a radiological density of −950 Hounsfield units (HU) as a cutoff point in the images.25 Emphysema was evaluated with a 64-slice volumetric scanner, and the −950 HU areas were determined automatically by the scanner software. A more restrictive cutoff point (≥25%) was also used. In addition, the existence of different types of emphysema (centrilobular, paraseptal, panacinar, or bullae) was analyzed, and the patients could have more than one simultaneously,13,26–28 so several analyzes were performed combining different types of emphysema. Centrilobular emphysema was defined as a dilation of the airway on the respiratory bronchiole; paraseptal emphysema as changes in the more distal alveoli adjacent to the pleural surface or interlobular septa; panlobular as that distributed throughout the pulmonary lobe; and bullae were defined as localized areas of emphysema greater than a centimeter in diameter.13,26–28 Lobe involvement was also assessed, and emphysema severity was subjectively graded for each type and location, following a modified scale from the National Emphysema Treatment Trial (NETT) guidelines (0: no emphysema, 1: 0%–25%; 2: 25%–50%; 3: 50%–75%; 4: 75%–100%).29,30

Statistical analysis

A descriptive analysis of all the variables was carried out, as well as bivariate analysis. We included variables with a significance <0.10 in the bivariate analysis in a logistic regression model to evaluate the existence of interaction between variables, excluding those who showed interaction with the type of emphysema, trying to minimize biases, as assessing the type of emphysema was the aim of this study. Afterwards, we performed a multivariate analysis (by the conditional forward method, including those variables with a significance <0.10 in the bivariate analysis and after minimizing any interactions between variables) to compare cases and controls, as well as cases and controls with emphysema. Student’s t-test was used for the quantitative variables and the chi-squared test to compare the percentages in the qualitative ones. Our significance limit was P<0.05. The analysis was performed with the SPSS 21.0 program (IBM Corporation, Armonk, NY, USA).

Results

We included 243 patients, 169 cases and 74 controls, with a mean age of 67.9±9.9 years, most of them being males (205 patients, 84.4%). About 121 patients (50%) were active smokers, 115 (47.2%) ex-smokers, three (1.2%) never smokers, and another three (1.2%) had environmental exposure to tobacco smoke. Most patients were non-exacerbators (90.1%), with GOLD I-II in 169 cases (69.8%). About 55.9% of patients were in GOLD group A, 34.1% in B, 2.4% in C, and 6.5% of patients in D. Mean FEV1 was 61.7±18.5, with a CAT of 10.4±6.8, a BODEx of 1.8±1.6 and a Charlson index of 2.5±1.6. A1AT levels were available for 71.3% of patients. The mean value of A1AT was 156.5±45.3 mg/dL. There were only three patients with A1AT deficiency, one case and two controls. Out of the 169 patients with LC, 63 (40.4%) were in stages I–IIIa and 93 (59.6%) in stages IIIb–IV. The most frequent histological type was adenocarcinoma (41.2%), followed by squamous (34.5%), small cell (16.4%), and undifferentiated (7.9%). A bivariate analysis was performed comparing case and control characteristics independently of the existence of emphysema. There was a higher percentage of males in the group of cases (87.6% vs 77%, P=0.03); they were older (69.2±9.6 vs 64.9±10.2 years; P=0.003), heavy smokers (pack-years >60: 27.8% vs 13.5%, P=0.03), and thinner (BMI <25 kg/m2: 41.4% vs 29.7%; P=0.04). There were no differences in terms of occupational exposure, pulmonary function at diagnosis, severity of COPD, exacerbations, or comorbidity. We found no differences in relation to the existence or not of emphysema, using two cutoff points (≥1% and ≥25%). The results of the bivariate analysis comparing the characteristics of cases and controls with emphysema are shown in Table 1, and comorbidities are listed in Table 2. To avoid that the criterion to define emphysema as ≥1% could be excessively lax, we repeated the analysis defining emphysema as a cutoff point ≥25%, again without significant differences between cases and controls (54.4% vs 44 6%, P=0.10). After adjusting with the rest of the variables using a logistic regression model, no significant differences were found between the two groups.
Table 1

Characteristics of cases (COPD + LC) and controls (COPD) with emphysema

VariableCases (LC + COPD) with emphysema (n=139)Controls (COPD) with emphysema (n=56)P-value
Sex, male (%)122 (87.8)44 (78.6)0.07
Age, years ± SD68.5±9.365.4±10.30.05
Pack-years ± SD55.9±26.949.6±22.10.11
Laboral exposure (%)51 (38.6)19 (33.9)0.36
FEV1% ± SD62.7±18.858.2±20.10.19
DLCO% ± SD57.4±14.858.9±18.40.07
GOLD III–IV (%)39 (28.1)19 (33.9)0.27
GOLD C–D (%)15 (10.8)7 (12.5)0.46
Exacerbators (%)13 (9.4)7 (12.5)0.34
Paraseptal emphysema (alone or combined) (%)80 (57.5)25 (44.6)0.07
Centrolobulillar emphysema (alone or combined) (%)101 (72.6)38 (67.8)0.31
.2 lobes with emphysema (%)131 (94.2)54 (96.4)0.41
SSLL with emphysema (%)131 (94.2)42 (75),0.001
.50% of emphysema (%)34 (24.5)18 (32.1)0.23
BMI <25 kg/m2 (%)64 (46.1)21 (37.5)0.14
CAT ± DE10.4±6.610.6±7.10.84
BODEx ± DE1.8±1.72.1±1.60.28
Charlson ± DE2.6±1.72.3±1.70.27

Note: Results are expressed as “n and (%)” for qualitative variables and as “mean ± SD” for quantitative variables.

Abbreviations: BMI, body mass index; CAT, COPD assessment test; DLCO, carbon dioxide diffusion capacity; FEV1, forced expiratory volume in the first second; GOLD, Global Initiative of chronic Obstructive Lung Disease; LC, lung cancer; SSLL, superior lobes.

Table 2

Comorbidities of cases (COPD + LC) and controls (COPD) with emphysema

VariableCases (LC + COPD) with emphysema (n=139)Controls (COPD) with emphysema (n=56)
Previous lung disease, n (%)55 (39.6)5 (8.9)
Previous COPD, n (%)50 (36)5 (8.9)
Heart disease, n (%)80 (57)24 (42.8)
Ischemic, n (%)44 (31.6)15 (26.8)
Arrhythmia, n (%)24 (17.4)5 (8.9)
Congestive heart failure, n (%)12 (8.6)4 (7.1)
Peripheric vascular disease, n (%)40 (28.8)8 (14.3)
Cerebrovascular disease, n (%)5 (3.6)1 (1.8)
Dementia, n (%)9 (6.5)3 (5.3)
Peptic ulcer, n (%)10 (7.2)0 (0)
Liver disease, n (%)6 (4.3)3 (5.3)
Diabetes mellitus, n (%)49 (35.2)12 (21.4)
Renal disease, n (%)2 (1.4)4 (7.1)
Previous neoplasm, n (%)20 (14.4)16 (28.6)

Abbreviation: LC, lung cancer.

Overall, the most frequent type of emphysema was centrilobular (43.2%), affecting more than two lobes in 77% of cases, and in the visual scale, it was considered extensive in 29.1%. The involvement was predominantly in the upper lobes in 97.4% of the patients. Of the total of 243 patients, 195 (80.2%) had emphysema: 139 cases (82.2%) and 56 controls (75.7%) (Figure 2). The group of 139 cases had emphysema located in the upper lobes (94.2%), and the cancer was in the lobe with more emphysema within each patient in 58.6% of cases.
Figure 2

Emphysema distribution between cases and controls.

All variables with P<0.10 in the bivariate analysis were included in a multivariate model, in which patients with LC and COPD with emphysema were characterized by presenting a higher prevalence of paraseptal emphysema (OR =2.17 [95% CI 1.095–4.301; P=0.026]) (Table 3). As part of a secondary analysis, we analyzed the characteristics of patients with paraseptal emphysema, with respect to those patients who did not present it for the entire cohort of cases and controls. We did not find differences in terms of sex, age, smoking, stage of LC at diagnosis, severity or symptomatic repercussion of COPD, lung function, or comorbidity. Nevertheless, adenocarcinoma was significantly more fre quent in paraseptal emphysema compared to other types of emphysema (67.2% vs 32.8%, P=0.03). None of our patients with LC had pulmonary fibrosis.
Table 3

Multivariant analysis relating cases (COPD + LC) and controls (COPD) with emphysema

VariableOR (95% CI)P-value
Sex (male)1.63 (0.58–4.54)0.35
Age1.03 (0.99–1.07)0.16
BMI <25 kg/m20.56 (0.27–1.24)0.58
Pack-years1.01 (0.99–1.02)0.25
Paraseptal emphysema (alone or combined)2.17 (1.09–4.30)0.03

Abbreviation: BMI, body mass index.

Discussion

Our study is the first that shows an association between a specific type of emphysema (paraseptal) and the presence of LC in patients with COPD. This finding provides new information about the characterization of patients with COPD and LC, given that, although there seems to be a relationship between the existence of emphysema and the risk of developing LC, to our knowledge no study has focused specifically on the influence of the different types of emphysema in the risk of LC. Evidence about the association between emphysema and LC came from studies that included a semiquantitative assessment of emphysema by experienced radiologists,6,8,9 even showing a risk for patients with emphysema but without airflow obstruction. However, it seems that the relationship is not as consistent when the evaluation of the existence of emphysema is carried out with a quantitative system.10 We found no association between the existence of emphysema and the presence of LC, despite having undergone a semiquantitative type assessment by four experienced radiologists. In our case, each study was evaluated by only one of the radiologists, defining emphysema from a cutoff point of ≥1%, which could be a possible bias of the study, as the inter and intraoperator concordance using a visual scale is low.31 However, to minimize this effect, we repeated the analyses, using a cutoff point on the visual scale of ≥25%, again without any significant relationship. Given that available studies about the relationship between emphysema and LC show no data about the types of emphysema, it is possible that the distribution between forms of emphysema within each study is heterogeneous, therefore contributing to the disparity of results. Although we found that centrilobular was the most frequent type of emphysema (similar to other published data),13,32 paraseptal emphysema was the one that showed a relationship with LC in patients with COPD (Figure 2). Centrilobular emphysema is usually associated with higher age, more smoking and severity,13,32 while paraseptal predominantly affects upper lobes,33,34 is associated with male sex, older age, and diffuse interstitial lung disease, being the one that occurs most frequently in cases with the combination of emphysema and fibrosis,13,34 although in our case, no patient had pulmonary fibrosis. Paraseptal emphysema is not clinically relevant until advanced stages33 and has not been shown to be related to the development of symptoms in COPD, to the degree of obstruction, or to smoking history.13,32 The visual evaluation of the CT is the best method for the noninvasive detection of all types of emphysema, since its results usually coincide with those obtained in histological sampling.13 The exact mechanism of lung parenchymal damage involved in the relationship between emphysema and the development of LC is not clearly understood and, in fact, the present study is the first suggesting any relationship between paraseptal emphysema and the development of LC in COPD patients.34 Multiple pulmonary matrix metalloproteinases (MMPs) are directly associated with emphysema subtypes identified by CT imaging.35 This suggests that MMPs may play a significant role in tissue destruction and thus lead to carcinogenesis. The presence of paraseptal emphysema in our sample could be related to the high prevalence of adenocarcinoma that we have observed in this type of emphysema, as it is a peripheral tumor with later clinical manifestations.36 In our study, patients with LC had emphysema located predominantly in the upper lobes, obtaining results similar to those in the literature.37 Hohberger et al29 found that, when comparing the location of a malignant nodule with other pulmonary regions of the same patient, the probability of having a more severe emphysema in the area where LC was present was significantly higher. In our series, we did not find that the tumor was in the lobe with more emphysema within each patient. Adenocarcinoma was the most prevalent histological type of LC, with results similar to those of other series.38,39 This could be due to several factors such as changes in the characteristics of cigarettes, changes in the classification of adenocarcinomas, the incorporation of women into smoking, and the greater number of diagnoses in asymptomatic patients, given that adenocarcinoma is a more peripheral tumor that takes longer to cause symptoms.36 Most of our patients are non-exacerbators, GOLD I-II, and A-B. We believe that this is a benefit for several reasons. The first is that this is the group of patients with COPD that is most interesting to characterize, because due to their functional situation, they are the ones who can benefit the most from aggressive therapeutic strategies when it comes to addressing their oncological pathology. On the other hand, there is evidence to suggest that the risk of developing LC and dying from it is greater in patients with GOLD I-II, while patients with GOLD III-IV die more from COPD itself.40 Patients with COPD and LC were older and with a lower BMI than controls (patients with COPD without LC). The greater age could be due to the latency time necessary for COPD to lead to the development of LC, whereas the lower BMI could be due to the fact that they are mostly non-exacerbators with emphysema. We did not find differences between cases and controls in terms of phenotyping, pulmonary function, CAT, BODEx, or comorbidity measured by Charlson Index. Nevertheless, cases with emphysema tended to have a greater number of COPD diagnoses prior to inclusion in the study, more peripheral vascular pathology, and a higher prevalence of gastric ulcer, diabetes mellitus, and previous neoplasms (Table 2). Our study presents limitations due to its case and control design. The number of controls is less than the number of cases. Controls had to be patients with recently diagnosed COPD (<6 months) that also required the performance of a chest CT. Recruitment was made from our outpatient clinics, in which the percentage of recently diagnosed COPD represents a low proportion of our activity, these patients being usually managed by primary care. In addition, all controls needed a CT to be included in the study and not all patients with COPD require the performance of a CT.2 On the other hand, the existence, the distribution by lobes, and the quantification of emphysema have been evaluated by expert radiologists, which implies certain subjectivity; although there seems to be good intra and interobserver correlation when evaluating the type of emphysema (kappa 0.70).41 Although we have used a visual scale to establish the severity of emphysema, we have tried to compensate for interob-server variability by using two different cutoff points (≥1% and ≥25%) for the diagnosis of emphysema, without this implying changes in the results. In addition, although radiologists were unaware of the diagnosis of malignancy, their evaluation of the studies may have been biased by the existence of lesions suggestive of malignancy in cases with LC. However, patients with benign nodular lesions, which were included in the control group, were not excluded from the study. Also, our results show an association with LC whether emphysema is purely paraseptal or associated with the most frequent type of emphysema, the centrilobular. This could be a limitation, although the reality in our clinical practice is that patients with emphysema present a combination of different types of emphysema simultaneously and, therefore, present conditions like those of the patients in our study. On the other hand, we did not analyze radon exposure or family history, although we do analyze occupational exposure to agents such as asbestos, arsenic, diesel emissions, and some forms of silicon and chromium. Also, a limitation of our study is that A1AT levels were not available for all patients. However, they were available in 71.3% of the whole. Our study has certain advantages. This is the first work that analyses the relationship between the type of emphysema in patients with COPD and the development of LC, and the sample size is reasonably large. In addition, we carried out a detailed epidemiological, clinical, and functional evaluation, minimizing the loss of LC patients by recruiting them through a consultation that sees >95% of LC in our area, also carrying out a very complete characterization of COPD following the two most important guidelines used in our country.2,15

Conclusion

The present study shows that paraseptal emphysema in patients with COPD is more frequent in those cases who also have LC. Therefore, patients with COPD and paraseptal emphysema could be a risk group for the development of LC, especially adenocarcinoma. The results of this study justify exploring the benefit of interventions to prevent or detect LC in patients with COPD in which the presence of paraseptal emphysema has been observed and supports the benefit of performing thoracic CT in COPD patients in whom emphysema is suspected.
  40 in total

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Authors:  Benjamin M Smith; Kevin Schwartzman; Bojan Kovacina; Jana Taylor; Goulnar Kasymjanova; Guilherme Brandao; Jason S Agulnik
Journal:  Lung Cancer       Date:  2011-09-25       Impact factor: 5.705

Review 2.  A modern concept of the emphysemas based on correlations of structure and function.

Authors:  P C Pratt; K H Kilburn
Journal:  Hum Pathol       Date:  1970-09       Impact factor: 3.466

3.  Pulmonary emphysema subtypes on computed tomography: the MESA COPD study.

Authors:  Benjamin M Smith; John H M Austin; John D Newell; Belinda M D'Souza; Anna Rozenshtein; Eric A Hoffman; Firas Ahmed; R Graham Barr
Journal:  Am J Med       Date:  2013-10-09       Impact factor: 4.965

4.  Changes in clinical presentation and staging of lung cancer over two decades.

Authors:  Virginia Leiro-Fernández; Cecilia Mouronte-Roibás; Cristina Ramos-Hernández; Maribel Botana-Rial; Ana González-Piñeiro; Esmeralda García-Rodríguez; Cristina Represas-Represas; Alberto Fernández-Villar
Journal:  Arch Bronconeumol       Date:  2014-05-09       Impact factor: 4.872

5.  Assessing the relationship between lung cancer risk and emphysema detected on low-dose CT of the chest.

Authors:  Juan P de Torres; Gorka Bastarrika; Juan P Wisnivesky; Ana B Alcaide; Arantza Campo; Luis M Seijo; Jesús C Pueyo; Alberto Villanueva; María D Lozano; Usua Montes; Luis Montuenga; Javier J Zulueta
Journal:  Chest       Date:  2007-12       Impact factor: 9.410

6.  "Density mask". An objective method to quantitate emphysema using computed tomography.

Authors:  N L Müller; C A Staples; R R Miller; R T Abboud
Journal:  Chest       Date:  1988-10       Impact factor: 9.410

Review 7.  The changing epidemiology of lung cancer in Europe.

Authors:  Maryska L G Janssen-Heijnen; Jan-Willem W Coebergh
Journal:  Lung Cancer       Date:  2003-09       Impact factor: 5.705

8.  Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012.

Authors:  Jacques Ferlay; Isabelle Soerjomataram; Rajesh Dikshit; Sultan Eser; Colin Mathers; Marise Rebelo; Donald Maxwell Parkin; David Forman; Freddie Bray
Journal:  Int J Cancer       Date:  2014-10-09       Impact factor: 7.396

9.  Correlation of regional emphysema and lung cancer: a lung tissue research consortium-based study.

Authors:  Laurie A Hohberger; Darrell R Schroeder; Brian J Bartholmai; Ping Yang; Christine H Wendt; Peter B Bitterman; Ola Larsson; Andrew H Limper
Journal:  J Thorac Oncol       Date:  2014-05       Impact factor: 15.609

10.  Development and first validation of the COPD Assessment Test.

Authors:  P W Jones; G Harding; P Berry; I Wiklund; W-H Chen; N Kline Leidy
Journal:  Eur Respir J       Date:  2009-09       Impact factor: 16.671

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2.  Objective quantitative multidetector computed tomography assessments in patients with combined pulmonary fibrosis with emphysema: Relationship with pulmonary function and clinical events.

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