Pablo Sanchez-Salcedo
University of Navarra
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Featured researches published by Pablo Sanchez-Salcedo.
American Journal of Respiratory and Critical Care Medicine | 2015
Juan P. de-Torres; David O. Wilson; Pablo Sanchez-Salcedo; Joel L. Weissfeld; Juan Berto; Arantzazu Campo; Ana B. Alcaide; Marta García-Granero; Bartolome R. Celli; Javier J. Zulueta
RATIONALE Patients with chronic obstructive pulmonary disease (COPD) are at high risk for lung cancer (LC) and represent a potential target to improve the diagnostic yield of screening programs. OBJECTIVES To develop a predictive score for LC risk for patients with COPD. METHODS The Pamplona International Early Lung Cancer Detection Program (P-IELCAP) and the Pittsburgh Lung Screening Study (PLuSS) databases were analyzed. Only patients with COPD on spirometry were included. By logistic regression we determined which factors were independently associated with LC in PLuSS and developed a COPD LC screening score (COPD-LUCSS) to be validated in P-IELCAP. MEASUREMENTS AND MAIN RESULTS By regression analysis, age greater than 60, body mass index less than 25 kg/m(2), pack-years history greater than 60, and emphysema presence were independently associated with LC diagnosis and integrated into the COPD-LUCSS, which ranges from 0 to 10 points. Two COPD-LUCSS risk categories were proposed: low risk (scores 0-6) and high risk (scores 7-10). In comparison with low-risk patients, in both cohorts LC risk increased 3.5-fold in the high-risk category. CONCLUSIONS The COPD-LUCSS is a good predictor of LC risk in patients with COPD participating in LC screening programs. Validation in two different populations adds strength to the findings.
Thorax | 2014
Juan P. de Torres; Ciro Casanova; Jose M. Marin; Victor Pinto-Plata; Miguel Divo; Javier J. Zulueta; Juan Berto; Jorge Zagaceta; Pablo Sanchez-Salcedo; Carlos Cabrera; Santiago Carrizo; Claudia Cote; Bartolome R. Celli
Background The Global Obstructive Lung Disease (GOLD) 2011 revision recommends the multidimensional assessment of COPD including comorbidities and has developed a disease categories system (ABCD) attempting to implement this strategy. The added value provided by quantifying comorbidities and integrating them to multidimensional indices has not been explored. Objective Compare the prognostic value of the GOLD ABCD categories versus the BMI, Obstruction, Dyspnea, Exercise (BODE) index, and explore the added prognostic value of comorbidities evaluation to this multidimensional assessment. Methods From the patients who have been enrolled in the BODE study, we selected the most recent ones who had the available information needed to classify them by the ABCD GOLD categories. Cox proportional hazards ratios for all-cause mortality were performed for GOLD categories and BODE index. The added value of the comorbidity Copd cO-morbidity TEst (COTE) index was also explored using receiver operating curves (ROC) values. Results 707 patients were followed for 50±30 months including all degrees of airway limitation and BODE index severity. ABCD GOLD predicted global mortality (HR: 1.47; 95% CI 1.28 to 1.70) as did the BODE index (HR: 2.02; 95% CI 1.76 to 2.31). Area under the curve (AUC) of ROC for ABCD GOLD was 0.68; (95% CI 0.64 to 0.73) while for the BODE index was 0.71 (95% CI 0.67 to 0.76). The C statistics value was significantly higher for the observed difference. Adding the COTE index to the BODE index improved its AUC to 0.81 (95% CI 0.77 to 0.85), (χ2=40.28, p<0.001). Conclusions In this population of COPD patients, the BODE index had a better survival prediction than the ABCD GOLD categories. Adding the COTE to the BODE index was complimentary and significantly improved outcome prediction.
European Respiratory Journal | 2015
Miguel Divo; Ciro Casanova; Jose M. Marin; Victor Pinto-Plata; Juan P. de-Torres; Javier J. Zulueta; Carlos Cabrera; Jorge Zagaceta; Pablo Sanchez-Salcedo; Juan Berto; Rebeca Baz Davila; Ana B. Alcaide; Claudia Cote; Bartolome R. Celli
Multimorbidity frequently affects the ageing population and their co-existence may not occur at random. Understanding their interactions and that with clinical variables could be important for disease screening and management. In a cohort of 1969 chronic obstructive pulmonary disease (COPD) patients and 316 non-COPD controls, we applied a network-based analysis to explore the associations between multiple comorbidities. Clinical characteristics (age, degree of obstruction, walking, dyspnoea, body mass index) and 79 comorbidities were identified and their interrelationships quantified. Using network visualisation software, we represented each clinical variable and comorbidity as a node with linkages representing statistically significant associations. The resulting COPD comorbidity network had 428, 357 or 265 linkages depending on the statistical threshold used (p≤0.01, p≤0.001 or p≤0.0001). There were more nodes and links in COPD compared with controls after adjusting for age, sex and number of subjects. In COPD, a subset of nodes had a larger number of linkages representing hubs. Four sub-networks or modules were identified using an inter-linkage affinity algorithm and their display provided meaningful interactions not discernible by univariate analysis. COPD patients are affected by larger number of multiple interlinked morbidities which clustering pattern may suggest common pathobiological processes or be utilised for screening and/or therapeutic interventions. COPD patients are affected by interlinked comorbidities forming structured networks http://ow.ly/MT4XT
American Journal of Respiratory and Critical Care Medicine | 2015
Pablo Sanchez-Salcedo; David O. Wilson; Juan P. de-Torres; Joel L. Weissfeld; Juan Berto; Arantzazu Campo; Ana B. Alcaide; Jesús C. Pueyo; Gorka Bastarrika; Luis Seijo; Maria J. Pajares; Ruben Pio; Luis M. Montuenga; Javier J. Zulueta
RATIONALE Lung cancer (LC) screening using low-dose chest computed tomography is now recommended in several guidelines using the National Lung Screening Trial (NLST) entry criteria (age, 55-74; ≥30 pack-years; tobacco cessation within the previous 15 yr for former smokers). Concerns exist about their lack of sensitivity. OBJECTIVES To evaluate the performance of NLST criteria in two different LC screening studies from Europe and the United States, and to explore the effect of using emphysema as a complementary criterion. METHODS Participants from the Pamplona International Early Lung Action Detection Program (P-IELCAP; n = 3,061) and the Pittsburgh Lung Screening Study (PLuSS; n = 3,638) were considered. LC cumulative frequencies, incidence densities, and annual detection rates were calculated in three hypothetical cohorts, including subjects who met NLST criteria alone, those with computed tomography-detected emphysema, and those who met NLST criteria and/or had emphysema. MEASUREMENTS AND MAIN RESULTS Thirty-six percent and 59% of P-IELCAP and PLuSS participants, respectively, met NLST criteria. Among these, higher LC incidence densities and detection rates were observed. However, applying NLST criteria to our original cohorts would miss as many as 39% of all LC. Annual screening of subjects meeting either NLST criteria or having emphysema detected most cancers (88% and 95% of incident LC of P-IELCAP and PLuSS, respectively) despite reducing the number of screened participants by as much as 52%. CONCLUSIONS LC screening based solely on NLST criteria could miss a significant number of LC cases. Combining NLST criteria and emphysema to select screening candidates results in higher LC detection rates and a lower number of cancers missed.
European Respiratory Journal | 2014
Pablo Sanchez-Salcedo; Miguel Divo; Ciro Casanova; Victor Pinto-Plata; Juan P. de-Torres; Claudia Cote; Carlos Cabrera; Jorge Zagaceta; Roberto Rodriguez-Roisin; Javier J. Zulueta; Jose M. Marin; Bartolome R. Celli
Chronic obstructive pulmonary disease (COPD), although frequent in older individuals, can also occur at younger age; this latter population has not been well described. We reviewed the functional progression of 1708 patients with COPD attending pulmonary clinics. Those with three or more annual spirometries were divided into those who, at enrolment, were ≤55 (n=103) or ≥65 (n=463) years of age (younger and older COPD, respectively). Baseline and annual changes in lung function (forced expiratory volume in 1 s (FEV1)) and BODE (body mass index, airflow obstruction, dyspnoea, exercise capacity) score were recorded and compared between both groups. Severity distribution by Global Initiative for Chronic Obstructive Lung Disease and BODE scores were similar in both groups, except for mild obstruction, which was higher in the younger group. Mean FEV1 decline was 38.8 and 40.6 mL·year−1, while BODE scores increased 0.19 and 0.23 units per year, for younger and older COPD, respectively. Both groups had similar proportion of FEV1 rapid decliners (42% and 46%, respectively). The severity distribution and progression of disease in younger patients with COPD is similar to that of patients of older age. This observation suggests that younger individuals presenting with COPD develop the disease from an already compromised pulmonary and systemic status, complementing the model of steeper decline of lung function proposed by Fletcher and Peto. Baseline distribution of COPD severity and disease progression is similar in younger and older patients http://ow.ly/uMKQ5
Archivos De Bronconeumologia | 2015
Pablo Sanchez-Salcedo; Juan Berto; Juan P. de-Torres; Arantzazu Campo; Ana B. Alcaide; Gorka Bastarrika; Jesús C. Pueyo; Alberto Villanueva; Jose Echeveste; Maria D. Lozano; María José García-Velloso; Luis Seijo; Javier Garcia; Wenceslao Torre; Maria J. Pajares; Ruben Pio; Luis M. Montuenga; Javier J. Zulueta
INTRODUCTION AND OBJECTIVES European experience regarding lung cancer screening using low-dose chest CT (LDCT) is available. However, there is limited data on the Spanish experience in this matter. Our aim is to present the results from the longest ongoing screening program in Spain. METHODOLOGY The Pamplona International Early Lung Cancer Detection Program (P-IELCAP) is actively screening participants for lung cancer using LDCT since year 2000 following the IELCAP protocol, including spirometric assessments. Men and women, ≥40 years of age, current or former smokers with a tobacco history of ≥10 pack-years are included. Results are compared to those from other European trials. RESULTS A total of 2989 participants were screened until March 2014 (73% male). A median of 2 (IQR 1-3) annual screening rounds were performed. Sixty lung cancers were detected in 53 participants (73% in StageI). Adenocarcinoma was the most frequent. The lung cancer prevalence and incidence proportion was 1.0% and 1.4%, respectively, with an annual detection rate of 0.41. The estimated 10-year survival rate among individuals with lung cancer was 70%. Chronic obstructive pulmonary disease and emphysema are important lung cancer predictors. CONCLUSIONS The experience in Spains longest lung cancer screening program is comparable to what has been described in the rest of Europe, and confirms the feasibility and efficacy of lung cancer screening using LDCT.
Annals of Translational Medicine | 2016
Jessica Gonzalez; Marta Marín; Pablo Sanchez-Salcedo; Javier J. Zulueta
Lung cancer and chronic obstructive pulmonary disease (COPD) are two intimately related diseases, with great impact on public health. Annual screening using low-dose computed tomography (LDCT) of the chest significantly reduces mortality due to lung cancer, and several scientific societies now recommend this technique. COPD, defined by the presence of airflow obstruction [forced expiratory volume and forced vital capacity (FVC) ratio less than 0.70], and their clinical phenotypes, namely emphysema and chronic bronchitis, have been associated with increased lung cancer risk. Several epidemiological studies, including lung cancer screening trials, have found a 2- to 4-fold increase in lung cancer risk in patients with COPD when compared to individuals without airflow obstruction. Part of the risk attributed to airflow obstruction appears to be derived from the presence of radiographic emphysema. The latter has proven to be an important lung cancer risk factor in smokers without airflow obstruction and even in never smokers. This evidence supports the idea of including patients with COPD and/or emphysema in lung cancer screening programs. There is evidence that lung cancer screening in this population is effective and can potentially reduce mortality. Specific lung cancer risk scores have been developed for patients with COPD [COPD lung cancer screening score (LUCSS) and COPD-LUCSS-diffusing capacity for carbon monoxide (DLCO)] to identify those at high risk. A multidisciplinary approach for an adequate patient selection, especially of patients with severe disease, is key to maximize benefits and reduce harms from lung cancer screening in this population. Patients with COPD included in lung cancer screening programs could also benefit from other interventions, such as smoking cessation and adequate treatment.
Chest | 2017
Ana B. Alcaide; Pablo Sanchez-Salcedo; Gorka Bastarrika; Arantza Campo; Juan Berto; Maria del Mar Ocon; Alejandro Fernández-Montero; Bartolome R. Celli; Javier J. Zulueta; Juan P. de-Torres
Background: The clinical characteristics of patients with emphysema but without airway limitations remain unknown. The goal of this study was to compare the clinical features of current and former smokers without airflow limitation who have radiologic emphysema on chest CT scans vs a control group of current and ex‐smokers without emphysema. Methods: Subjects enrolled had anthropometric characteristics recorded, provided a medical history, and underwent low‐dose chest CT scanning. The following parameters were also evaluated: pulmonary function tests including diffusion capacity for carbon monoxide (Dlco), the modified Medical Research Council dyspnea score, COPD assessment test (CAT), and 6‐min walk test (6MWT). A comparison was conducted between those with and without CT‐confirmed emphysema. Results: Of the 203 subjects, 154 had emphysema, and 49 did not. Adjusted group comparisons revealed that a higher proportion of patients with emphysema according to low‐dose chest CT scanning had an abnormal Dlco value (< 80%) (46% vs 19%; P = .02), a decrease in percentage of oxygen saturation > 4% during the 6MWT (8.5% vs 0; P = .04), and an altered quality of life (CAT score ≥ 10) (32% vs 14%; P = .01). A detailed analysis of the CAT questionnaire items revealed that more patients with emphysema had a score ≥ 1 in the “chest tightness” (P = .05) and “limitation when doing activities at home” (P < .01) items compared with those with no emphysema. They also experienced significantly more exacerbations in the previous year (0.19 vs 0.04; P = .02). Conclusions: A significant proportion of smokers with emphysema according to low‐dose chest CT scanning but without airway limitation had alterations in their quality of life, number of exacerbations, Dlco values, and oxygen saturation during the 6MWT test.
Lung Cancer | 2016
Pablo Sanchez-Salcedo; Juan P. de-Torres; Diego Martínez-Urbistondo; Jessica González-Gutiérrez; Juan Berto; Arantzazu Campo; Ana B. Alcaide; Javier J. Zulueta
OBJECTIVES Elevated neutrophil-to-lymphocyte ratios (NLR) and platelet-to-lymphocyte ratios (PLR) at time of cancer diagnosis have been associated to poor prognosis in various cancers. There is no data on their natural progression before the cancer diagnosis has been established. We aim to evaluate whether or not the annual changes in these ratios could be early indicators of lung cancer development. MATERIALS AND METHODS Participants recruited into the Pamplona International Early Lung Cancer Action Program (P-IELCAP, n=3061) between 2001 and 2015 were considered. Complete blood counts (CBC) were registered at annual intervals between enrolment and time of diagnosis. Linear regression was used to calculate the mean annual change in NLR and PLR in participants with ≥3CBCs. Changes were expressed relative to baseline values. Lung cancer incidence density and lung cancer risk (Cox regression analysis) were calculated for different NLR and PLR annual thresholds (<0%, ≥0%, ≥1%, ≥2%, ≥4%). Results were compared to a matched group of participants who did not develop lung cancer. RESULTS After a median follow-up of 80 months and a median of 4 (IQR 3-6) CBCs, subjects who developed lung cancer (n=32) showed greater NLR and PLR annual changes than matched controls (n=103) (2.56% vs. 0.27% [p=0.25] per year; and 3.75% vs. 0.33% [p=0.053] per year, respectively). Lung cancer incidence density per 100 person-years increased with higher annual NLR and PLR thresholds. On multivariable analysis (adjusting for emphysema and baseline lung-function), NLR and PLR were not significant lung cancer predictors. However, among individuals with emphysema, for each relative unit increase in PLR, lung cancer risk increased 5% (p=0.03). There was a significant supra-additive risk effect between PLR increase and emphysema. Annual NLR change was not a significant lung cancer predictor. CONCLUSION In a lung cancer screening setting, the assessment of annual PLR change could help predict lung cancer development.
Lung Cancer | 2016
María José García-Velloso; Gorka Bastarrika; Juan P. de-Torres; Maria D. Lozano; Pablo Sanchez-Salcedo; Lidia Sancho; Jorge M. Núñez-Córdoba; Arantza Campo; Ana B. Alcaide; Wenceslao Torre; José A. Richter; Javier J. Zulueta
BACKGROUND A major drawback of lung cancer screening programs is the high frequency of false-positive findings on computed tomography (CT). We investigated the accuracy of selective 2-[fluorine-18]-fluoro-2-deoxy-d-glucose (FDG) Positron Emission Tomography/Computed Tomography (PET/CT) scan in assessing radiologically indeterminate lung nodules detected in lung cancer screening. METHODS FDG PET/CT was performed to characterize 64 baseline lung nodules >10mm and 36 incidence nodules detected on low-dose CT screening in asymptomatic current or former smokers (83 men, age range 40-83 years) at high risk for lung cancer. CT images were acquired without intravenous contrast. Nodules were analyzed by size, density, and metabolic activity and visual scored on a 5-point scale for FDG uptake. Nodules were classified as negative for malignancy when no FDG uptake was observed, or positive when focal uptake was observed in the visual analysis, and the maximum standardized uptake value (SUVmax) was measured. Final diagnosis was based on histopathological evaluation or at least 24 months of follow-up. RESULTS A total of 100 nodules were included. The prevalence of lung cancer was 1%. The sensitivity, specificity, NPV and PPV of visual analysis to detect malignancy were 84%, 95%, 91%, and 91%, respectively, with an accuracy of 91% (AUC 0.893). FDG PET/CT accurately detected 31 malignant tumors (diameters 9-42mm, SUVmax range 0.6-14.2) and was falsely negative in 6 patients. With SUVmax thresholds for malignancy of 1.5, 2, and 2.5, specificity was 97% but sensitivity decreased to 65%, 49%, and 46% respectively, and accuracy decreased to 85%, 79%, and 78% respectively (AUC 0.872). CONCLUSIONS The visual analysis of FDG PET/CT scan is highly accurate in characterizing indeterminate pulmonary nodules detected in lung cancer screening with low-dose CT. Semi-quantitative analysis does not improve the accuracy of FDG PET/CT over that obtained with a qualitative method for lung nodule characterization.