exacerbations of copd are associated with accelerated loss of lung function , poor quality of life , and mortality.1,2 these events can be predicted by numerous clinical factors , including prior exacerbations , airflow obstruction , symptom burden , gastroesophageal reflux , and leukocytosis.3 it is important to detect copd exacerbations early and minimize their severity . patients with copd frequently experience significant decreases in oxygen saturation during exercise , attributed to the imbalance between oxygen delivery and exercise - induced demand.4 exercise - induced oxygen desaturation ( eid ) is reported to be associated with hospitalization and mortality in patients with copd.5 the 6-minute walking test ( 6mwt ) has been suggested as the preferred measure to identify patients with copd and eid.6 eid occurs frequently during the 6mwt in patients with copd.7 eid has been related to forced expiratory volume in 1 second ( fev1 ) , diffusion capacity of lung carbon monoxide ( dlco ) , amount of emphysema , and baseline oxygen saturation.810 pulmonary hypertension ( ph ) is an important factor contributing to acute exacerbation of copd.11 ph appears when airflow limitation is severe , and is associated with chronic hypoxemia . pulmonary vascular remodeling in copd is the main cause of increased pulmonary artery ( pa ) pressure , and is thought to result from the combined effects of hypoxia , inflammation , and capillary loss in severe emphysema.12 the presence of ph has been shown to increase the hospitalization rate and mortality of patients with copd.13,14 computed tomography ( ct)-detected pa enlargement is independently associated with acute exacerbations of copd.15 the pa - to - aorta ( pa : a ) ratio measured by ct scan outperforms echocardiography for diagnosing resting ph in patients with severe copd.16 a pa : a > 1 indicates lower oxygen saturation at rest than a pa : a < 1.15 however , there are no reports on the association between pa : a and eid in patients with copd . we hypothesized that pa : a correlates with the presence of eid and that 6mwt results are useful for predicting the risk of having a pa : a > 1 . the present study aimed to examine the relationship between pa : a and eid and develop a simple screening tool by determining the appropriate cutoff score on the 6mwt to predict a pa : a > 1 in patients with copd . this study analyzed regularly treated outpatients with copd between 2014 and 2015 at the kobe city medical center west hospital . a total of 64 patients with copd were included after applying the exclusion criteria in this study ( figure 1 ) . the criteria for diagnosing copd were a smoking history ( 20 pack - years ) and postbronchodilator fev1/forced vital capacity ( fvc ) < 70% . furthermore , we used the following inclusion criteria to define copd clinically , all of which had to be fulfilled : symptoms , including cough , sputum production , wheezing , dyspnea , smoking history ( 20 pack - years ) , existence of emphysema on chest ct , and a physician diagnosis of copd.1721 study - exclusion criteria were as follows : history of lung surgical procedures , exacerbation - related hospitalization 3 months before 6mwt , and patients on long - term oxygen therapy . this examination included an assessment of body weight , height , and medical history ( eg , pulmonary embolism and sleep apnea syndrome ) , gold ( global initiative for chronic obstructive lung disease ) grade 04 , history of acute exacerbations of copd within the previous year , copd assessment test , level of dyspnea ( using the modified medical research council dyspnea scale ) , postbronchodilator spirometry , dlco , 6mwt ( according to international recommendations ) , emphysema area , and pa enlargement on ct . body mass index ( bmi ) was calculated as weight in kilograms divided by height in meters squared . gold 0 was defined as current and former smokers with a normal postbronchodilator ratio of fev1:fvc exceeding 0.7 and an fev1 of at least 80% , symptoms , including cough , sputum production , wheezing , and dyspnea , smoking history ( 20 pack - years ) , existence of emphysema on chest ct , and a physician diagnosis of copd.1721 the 6mwt was performed according to the 2002 american thoracic society guidelines.22 participants were asked to walk indoors on a flat , round , 25 m walking course supervised by a physician and physical therapist . a pulse oximeter ( wristox 3150 ; nonin medical , plymouth , mn , usa ) with a finger probe measured peripheral oxygen saturation ( spo2 ) during 6mwt , and 6mwt - analysis software ( wristox 2 ; star product , tokyo , japan ) was used . in addition , a modified borg scale was used to quantify the levels of dyspnea perceived by subjects at each minute during the 6mwt . eid was defined as a nadir spo2 < 90% , spo2 88% , and spo2 4%.2325 one reviewer , blinded to hemodynamic information , analyzed ct scans ( optima ct 660 discovery ; ge healthcare , little chalfont , uk ) . measurements of the diameter of the main pa and the diameter of the aorta at the level of the bifurcation were used to calculate the pa : a ratio , as previously reported.1416 in cases where the aorta was not uniform in diameter , two measurements were taken 90 apart and the larger diameter used . pa was measured on the line that joins the origin of the left pa and the center of the adjacent ascending aorta on the axial section at the level of pa bifurcation.26 ct - measured relative pa enlargement was defined as pa : a > 1 ( figure 2).1416 results are expressed as counts or median ( interquartile range ) . cohen s -coefficient measured intraobserver and interobserver agreements for ct measurements of the pa : a ratio . bivariate analyses were performed with the use of pearson s  test for categorical data and the mann spearman s rank - correlation coefficient was determined for relationships between the pa : a ratio , lung - function parameters , 6mwt parameters , and ct parameters . receiver operating characteristic ( roc ) curves were used to determine the threshold values with the best sensitivity and specificity to predict pa : a > 1 , with the best being defined as the point on the roc curve with the shortest distance from the upper - left corner . sensitivity , specificity , positive / negative predictive value , and positive / negative likelihood were calculated for lung - function parameters and 6mwt parameters of exacerbation - risk factors on the basis of a previous study.6,27,28 all statistical analyses were performed with ezr ( saitama medical center , jichi medical university , saitama , japan ) , which is a graphical user interface for the r project ( r foundation for statistical computing , vienna , austria).29 more precisely , it is a modified version of r commander designed to add statistical functions frequently used in biostatistics , and p - values < 0.05 were considered statistically significant . this study analyzed regularly treated outpatients with copd between 2014 and 2015 at the kobe city medical center west hospital . a total of 64 patients with copd were included after applying the exclusion criteria in this study ( figure 1 ) . the criteria for diagnosing copd were a smoking history ( 20 pack - years ) and postbronchodilator fev1/forced vital capacity ( fvc ) < 70% . furthermore , we used the following inclusion criteria to define copd clinically , all of which had to be fulfilled : symptoms , including cough , sputum production , wheezing , dyspnea , smoking history ( 20 pack - years ) , existence of emphysema on chest ct , and a physician diagnosis of copd.1721 study - exclusion criteria were as follows : history of lung surgical procedures , exacerbation - related hospitalization 3 months before 6mwt , and patients on long - term oxygen therapy . this examination included an assessment of body weight , height , and medical history ( eg , pulmonary embolism and sleep apnea syndrome ) , gold ( global initiative for chronic obstructive lung disease ) grade 04 , history of acute exacerbations of copd within the previous year , copd assessment test , level of dyspnea ( using the modified medical research council dyspnea scale ) , postbronchodilator spirometry , dlco , 6mwt ( according to international recommendations ) , emphysema area , and pa enlargement on ct . body mass index ( bmi ) was calculated as weight in kilograms divided by height in meters squared . gold 0 was defined as current and former smokers with a normal postbronchodilator ratio of fev1:fvc exceeding 0.7 and an fev1 of at least 80% , symptoms , including cough , sputum production , wheezing , and dyspnea , smoking history ( 20 pack - years ) , existence of emphysema on chest ct , and a physician diagnosis of copd.1721 the 6mwt was performed according to the 2002 american thoracic society guidelines.22 participants were asked to walk indoors on a flat , round , 25 m walking course supervised by a physician and physical therapist . subjects were encouraged using standard methodology every minute of the 6mwt . a pulse oximeter ( wristox 3150 ; nonin medical , plymouth , mn , usa ) with a finger probe measured peripheral oxygen saturation ( spo2 ) during 6mwt , and 6mwt - analysis software ( wristox 2 ; star product , tokyo , japan ) was used . in addition , a modified borg scale was used to quantify the levels of dyspnea perceived by subjects at each minute during the 6mwt . 90% , spo2 88% , and spo2 4%.2325 one reviewer , blinded to hemodynamic information , analyzed ct scans ( optima ct 660 discovery ; ge healthcare , little chalfont , uk ) . measurements of the diameter of the main pa and the diameter of the aorta at the level of the bifurcation were used to calculate the pa : a ratio , as previously reported.1416 in cases where the aorta was not uniform in diameter , two measurements were taken 90 apart and the larger diameter used . pa was measured on the line that joins the origin of the left pa and the center of the adjacent ascending aorta on the axial section at the level of pa bifurcation.26 ct - measured relative pa enlargement was defined as pa : a > 1 ( figure 2).1416 this examination included an assessment of body weight , height , and medical history ( eg , pulmonary embolism and sleep apnea syndrome ) , gold ( global initiative for chronic obstructive lung disease ) grade 04 , history of acute exacerbations of copd within the previous year , copd assessment test , level of dyspnea ( using the modified medical research council dyspnea scale ) , postbronchodilator spirometry , dlco , 6mwt ( according to international recommendations ) , emphysema area , and pa enlargement on ct . body mass index ( bmi ) was calculated as weight in kilograms divided by height in meters squared . gold 0 was defined as current and former smokers with a normal postbronchodilator ratio of fev1:fvc exceeding 0.7 and an fev1 of at least 80% , symptoms , including cough , sputum production , wheezing , and dyspnea , smoking history ( 20 pack - years ) , existence of emphysema on chest ct , and a physician diagnosis of copd.1721 the 6mwt was performed according to the 2002 american thoracic society guidelines.22 participants were asked to walk indoors on a flat , round , 25 m walking course supervised by a physician and physical therapist . a pulse oximeter ( wristox 3150 ; nonin medical , plymouth , mn , usa ) with a finger probe measured peripheral oxygen saturation ( spo2 ) during 6mwt , and 6mwt - analysis software ( wristox 2 ; star product , tokyo , japan ) was used . in addition , a modified borg scale was used to quantify the levels of dyspnea perceived by subjects at each minute during the 6mwt . one reviewer , blinded to hemodynamic information , analyzed ct scans ( optima ct 660 discovery ; ge healthcare , little chalfont , uk ) . measurements of the diameter of the main pa and the diameter of the aorta at the level of the bifurcation were used to calculate the pa : a ratio , as previously reported.1416 in cases where the aorta was not uniform in diameter , two measurements were taken 90 apart and the larger diameter used . pa was measured on the line that joins the origin of the left pa and the center of the adjacent ascending aorta on the axial section at the level of pa bifurcation.26 ct - measured relative pa enlargement was defined as pa : a > 1 ( figure 2).1416 cohen s -coefficient measured intraobserver and interobserver agreements for ct measurements of the pa : a ratio . bivariate analyses were performed with the use of pearson s  test for categorical data and the mann spearman s rank - correlation coefficient was determined for relationships between the pa : a ratio , lung - function parameters , 6mwt parameters , and ct parameters . receiver operating characteristic ( roc ) curves were used to determine the threshold values with the best sensitivity and specificity to predict pa : a > 1 , with the best being defined as the point on the roc curve with the shortest distance from the upper - left corner . sensitivity , specificity , positive / negative predictive value , and positive / negative likelihood were calculated for lung - function parameters and 6mwt parameters of exacerbation - risk factors on the basis of a previous study.6,27,28 all statistical analyses were performed with ezr ( saitama medical center , jichi medical university , saitama , japan ) , which is a graphical user interface for the r project ( r foundation for statistical computing , vienna , austria).29 more precisely , it is a modified version of r commander designed to add statistical functions frequently used in biostatistics , and p - values < 0.05 were considered statistically significant . the current analysis comprised 64 patients who were separated into groups on the basis of pa : a > 1 ( n=29 ) and 1 ( n=35 ) . the -values for intraobserver and interobserver agreements for detecting pa : a > 1 were 0.87 ( 95% confidence interval [ ci ] 0.740.99 ) and 0.75 ( 95% ci 0.580.91 ) , respectively . differences in the pa : a ratio between both groups were driven by the diameter of pa ( 2.9 [ 2.73.3 ] cm in pa : a 1 vs 3.7 [ 3.53.9 ] cm in pa : a > 1 , p=0.002 ) , because no differences were detected in the diameter of aortae ( 3.7 [ 3.43.9 ] cm vs 3.5 [ 3.33.7 ] cm , p=0.20 ) . there were no significant differences between the two groups with regard to age , sex , bmi , pack - years , modified medical research council dyspnea scale , gold , copd assessment test , baseline pulse rate , or baseline modified borg scale ( p>0.05 ) . on the other hand , there were significant differences between the two groups with regard to fev1 ( 71.6% [ 60.5%80.8% ] vs 52.6% [ 39.6%72.1% ] , p=0.013 ) , fvc ( 82.3% [ 50.3%93.6% ] vs 75.8% [ 42.7%86% ] , p=0.04 ) , fev1:fvc ratio ( 68% [ 61%73.3% ] vs 53.8% [ 48.8%69.4% ] , p=0.023 ) , dlco ( 72.5% [ 55.5%82.9% ] vs 44.6% [ 37.7%49.6% ] , p=0.005 ) , bode ( bmi , obstruction [ airflow ] , dyspnea , and exercise performance ) index ( 2 [ 13 ] vs 4 [ 25 ] , p<0.001 ) , 6mw distance ( 6mwd ; 450 m [ 400510.5 ] vs 325 m [ 238466 ] , p<0.001 ) , baseline spo2 ( 97% [ 95%97.5% ] vs 95% [ 93%96% ] , p=0.001 ) , lowest spo2 ( 92% [ 91%94% ] vs 86% [ 84%88% ] , p<0.001 ) , highest modified borg scale result ( 2 [ 05 ] vs 5 [ 25 ] , p=0.04 ) , low - attenuation area ( laa ; 6.8% [ 2.8%14.7% ] vs 25.4% [ 11.3%33.4% ] , p<0.001 ) , and history of acute exacerbations of copd within the previous year ( 1 [ 2.9% ] vs 7 [ 24.1% ] , p=0.019 ) ( table 1 ) . the pa : a ratio demonstrated a significant linear correlation with lowest spo2 ( r=0.68 , r=0.46 ; p<0.001 ) , dlco ( r=0.61 , r=0.37 ; p<0.001 ) , 6mwd ( r=0.43 , r=0.18 ; p<0.001 ) , bode index ( r=0.41 , r=0.17 ; p<0.001 ) , baseline spo2 ( r=0.36 , r=0.13 ; p=0.003 ) , laa ( r=0.36 , r=0.13 ; p=0.004 ) , fvc ( r=0.34 , r=0.12 ; p=0.006 ) , fev1 ( r=0.29 , r=0.08 ; p=0.019 ) , and highest pulse rate ( r=0.26 , r=0.07 ; p=0.035 ) ( table 2 ) . using roc curves , the threshold values with the best cutoff point , sensitivity , and specificity to predict pa : a > 1 were determined for spo2 during the 6mwt ( best cutoff point 89% , area under curve [ auc ] 0.94 , 95% ci 0.881 ) , dlco ( best cutoff point 51% , auc 0.87 , 95% ci 0.780.96 ) , 6mwd ( best cutoff point 388 m , auc 0.75 , 95% ci 0.620.87 ) , and bode index ( best cutoff points 4 , auc 0.74 , 95% ci 0.610.87 ) ( table 3 , figure 3 ) . the performance data on the 6mwt and lung function for predicting pa enlargement are depicted in table 4 . spo2 < 90% , spo2 88% , and spo2 4% during 6mwt were 94.3 ( 80.899.3 ) , 97.1 ( 85.199.9 ) , and 45.7 ( 28.863.4 ) , respectively , for specificity , 93.1 ( 77.299.2 ) , 95.8 ( 78.999.9 ) , and 59.6 ( 44.373.6 ) , respectively , for positive predictive value , and 16.2 ( 4.262.8 ) , 27.7 ( 4193.3 ) , and 1.8 ( 1.32.4 ) , respectively , for positive likelihood ratios . first , we found a strong association between the pa : a ratio and lowest spo2 during the 6mwt . for this reason , a consistent finding in patients with copd is the close relationship between severity of hypoxemia and pa pressure or pulmonary vascular resistance , supporting a major role for alveolar hypoxia.30 alveolar hypoxia causes constriction of the resistance pas , and sustained alveolar hypoxia induces pulmonary vascular remodeling.28 pathological studies of lung specimens from patients with copd have shown extensive pulmonary vascular remodeling , with prominent intimal thickening and medial hypertrophy . for this reason , chronic alveolar hypoxia plays an important role in pulmonary vascular remodeling.28 in a previous study , patients with pa : a > 1 showed lower resting spo2 , higher usage rates of supplemental oxygen , and an indirect association with eid.15 in the present study , the lowest spo2 during the 6mwt to predict pa : a > 1 was considered to be a beneficial result based on the roc curves . these results suggest that the lowest spo2 during the 6mwt is a very helpful measure and screening test for the pa : a ratio . for example , it might be possible to easily screen for pulmonary artery expansion by means of the six - minute walking test in a home - care situation , where it would be difficult to perform ct imaging . second , with regard to the relationship between pa : a ratio and lung function , correlations were observed among fev1 , dlco , and laa . one of the factors that may play a role in causing ph to advance in patients with copd is the destruction of lung parenchyma , leading to loss of part of the pulmonary vascular bed,30,31 and the burden of airway remodeling influencing pa - pressure increase.28 a previous study included patients with airflow - obstruction severity greater than moderate , and our study included mild airflow obstruction and smokers with normal spirometry.15 therefore , regardless of the severity of airflow obstruction , pa enlargement may be progressing . undiagnosed copd is a problem worldwide.18 gold 0 has been reported to be an exacerbation risk ; therefore,18 early detection and not just spirometry evaluation is important from multiple perspectives.18,32 from the viewpoint of early detection of pa enlargement , a definition of eid as spo2 < 90% may be a good start . however , these findings may imply that pa : a > 1 is one of the multiple risk factors for acute copd exacerbations . one reason for this is that pa : a is associated with ph16 and ph is also a risk factor for acute copd exacerbations.33 furthermore , a previous study reported an association between the pa : a ratio and acute copd exacerbation.15 these results suggest that screening for the pa : a ratio without ct using the 6mwt may indicate the risk of acute copd exacerbations at an early stage . this study had some limitations , including small size , single - center experience , and retrospective design . in addition , this study also included copd subjects who did not fit the gold criteria . furthermore , because healthy controls do not have respiratory symptoms and there are no control data for the measurement items pertaining to such individuals , healthy controls were not included in the present study . however , it has been reported that the presence of clinical symptoms and low dlco in smokers , even with normal spirometry , increases the risk of progression to airflow obstruction in copd.1720 therefore , the present study s results during the 6mwt could be useful to screen for ph at an early copd stage , even in gold 0 patients . finally , according to a previous study , left ventricular dysfunction causes pa enlargement . however , echocardiography was not performed in all subjects , and this information could not be included because it was unavailable from the medical history , although we observed clinically relevant associations between ct - measured pa : a ratios and 6mwt results . the current study s findings suggest that there is a strong association between pa : a ratio and lowest spo2 during the 6mwt . lowest spo2 during the 6mwt is a very helpful measurement to predict pa : a ratios on ct , and lowest spo2 of < 89% during the 6mwt is excellent to screen for ph in copd .
purposepulmonary hypertension and exercise - induced oxygen desaturation ( eid ) influence acute exacerbation of copd . 
 computed tomography ( ct)-detected pulmonary artery ( pa ) enlargement is independently associated with acute copd exacerbations . 
 associations between pa to aorta ( pa : a ) ratio and eid in patients with copd have not been reported . 
 we hypothesized that the pa : a ratio correlated with eid and that results of the 6-minute walk test ( 6mwt ) would be useful for predicting the risk associated with pa : a > 1.patients and methodswe retrospectively measured lung function , 6mwt , emphysema area , and pa enlargement on ct in 64 patients with copd . 
 the patients were classified into groups with pa : a 1 and > 1 . 
 receiver - operating characteristic curves were used to determine the threshold values with the best cutoff points to predict patients with pa : a > 1.resultsthe pa : a > 1 group had lower forced expiratory volume in 1 second ( fev1 ) , forced vital capacity ( fvc ) , fev1:fvc ratio , diffusion capacity of lung carbon monoxide , 6mw distance , and baseline peripheral oxygen saturation ( spo2 ) , lowest spo2 , highest modified borg scale results , percentage low - attenuation area , and history of acute copd exacerbations 1 year , and worse bode ( body mass index , airflow obstruction , dyspnea , and exercise ) index results ( p<0.05 ) . predicted pa : a > 1 was determined for spo2 during 6mwt ( best cutoff point 89% , area under the curve 0.94 , 95% confidence interval 0.881 ) . 
 spo2 < 90% during 6mwt showed a sensitivity of 93.1 , specificity of 94.3 , positive predictive value of 93.1 , negative predictive value of 94.3 , positive likelihood ratio of 16.2 , and negative likelihood ratio of 0.07.conclusionlowest spo2 during 6mwt may predict ct - measured pa : a , and lowest spo2 < 89% during 6mwt is excellent for detecting pulmonary hypertension in copd .