| Literature DB >> 22419864 |
Deepa Valvi1, David M Mannino, Hana Müllerova, Ruth Tal-Singer.
Abstract
BACKGROUND: Fibrinogen is a marker of systemic inflammation and may be important in the pathogenesis and progression of chronic obstructive pulmonary disease (COPD).Entities:
Keywords: COPD; epidemiology; fibrinogen; hospitalization; mortality
Mesh:
Substances:
Year: 2012 PMID: 22419864 PMCID: PMC3299546 DOI: 10.2147/COPD.S29892
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Demographic characteristics and fibrinogen levels of subjects included in the analysis
| Covariate | n | % | Mean fibrinogen level in mg/dL (standard error) | Proportion with fibrinogen >393.0 mg/dL | Deaths per 1000 person years |
|---|---|---|---|---|---|
| Age | |||||
| 45–49 | 4072 | 20.2 | 292.5 (1.0) | 6.6 | 3.8 |
| 50–54 | 3968 | 19.7 | 301.1 (1.0) | 8.5 | 6.3 |
| 55–59 | 3739 | 18.5 | 308.6 (1.1) | 9.5 | 10.7 |
| 60–64 | 3507 | 17.4 | 313.2 (1.1) | 10.6 | 17.6 |
| 65–68 | 1279 | 6.3 | 316.0 (1.1) | 11.6 | 18.3 |
| 69–72 | 1465 | 7.3 | 319.8 (1.7) | 13.9 | 26.0 |
| 73–76 | 973 | 4.8 | 318.9 (1.9) | 12.5 | 37.0 |
| 77–80 | 690 | 3.4 | 324.0 (2.6) | 15.5 | 60.0 |
| >80 | 499 | 2.5 | 333.9 (4.8) | 18.2 | 108.5 |
| Sex | |||||
| Male | 9011 | 44.6 | 302.9 (0.7) | 9.2 | 19.8 |
| Female | 11,181 | 55.4 | 311.4 (0.6) | 10.5 | 11.8 |
| Race-ethnicity | |||||
| White | 16,027 | 79.4 | 304.1 (0.5) | 8.7 | 15.4 |
| Black | 4165 | 20.6 | 321.0 (1.1) | 14.9 | 15.0 |
| Body mass index | |||||
| <20 | 800 | 4.0 | 301.9 (2.5) | 9.6 | 28.2 |
| 20–25 | 6263 | 31.0 | 297.7 (0.8) | 7.7 | 15.2 |
| 25–30 | 8073 | 40.0 | 305.8 (0.7) | 9.1 | 15.1 |
| >30 | 5056 | 25.0 | 323.8 (1.0) | 14.2 | 13.7 |
| Smoking status | |||||
| Current smoker | 4929 | 24.4 | 323.4 (1.0) | 14.2 | 18.6 |
| Former smoker | 7036 | 34.9 | 302.1 (0.8) | 8.9 | 16.9 |
| Never smoker | 8227 | 40.7 | 303.0 (0.7) | 8.2 | 12.0 |
| Modified GOLD stage | |||||
| Stage 3 or 4 | 585 | 2.9 | 336.8 (3.1) | 19.3 | 54.6 |
| Stage 2 | 2221 | 11.0 | 320.7 (1.5) | 14.1 | 25.3 |
| Stage 1 | 2669 | 13.2 | 309.5 (1.3) | 11.3 | 23.2 |
| Symptoms only | 4375 | 21.7 | 306.0 (1.0) | 14.0 | 13.2 |
| Restrictive | 3071 | 15.2 | 324.2 (1.3) | 9.3 | 15.8 |
| None | 7271 | 36.0 | 294.6 (0.7) | 6.1 | 8.2 |
| Diabetes mellitus | |||||
| Yes | 2519 | 12.5 | 328.3 (1.5) | 16.8 | 32.6 |
| No | 17,673 | 87.5 | 304.7 (0.5) | 9.0 | 13.1 |
| Cardiovascular disease | |||||
| Yes | 3076 | 15.3 | 320.4 (1.3) | 14.0 | 33.3 |
| No | 17,116 | 84.8 | 305.3 (0.5) | 9.2 | 12.4 |
| Education level | |||||
| <12 | 4937 | 24.5 | 322.1 (1.0) | 14.1 | 24.3 |
| 12 years | 6366 | 31.5 | 307.0 (0.8) | 9.5 | 12.4 |
| >13 years | 8889 | 44.0 | 300.0 (0.8) | 7.9 | 12.7 |
| Total | 20,192 | 100.0 | 307.6 (0.5) | 9.9 | 15.1 |
Correlates of fibrinogen levels from linear regression models (n = 20,192)
| Covariate | Beta estimate | Standard error | |
|---|---|---|---|
| Age | |||
| 45–49 | 0 | 0 | |
| 50–54 | 7.60 | 1.32 | <0.001 |
| 55–59 | 14.82 | 1.39 | <0.001 |
| 60–64 | 19.06 | 1.43 | <0.001 |
| 65–68 | 25.71 | 1.97 | <0.001 |
| 69–72 | 30.90 | 1.95 | <0.001 |
| 73–76 | 31.74 | 2.21 | <0.001 |
| 77–80 | 38.02 | 2.83 | <0.001 |
| >80 | 51.44 | 3.51 | <0.001 |
| Sex | |||
| Male | −7.36 | 1.01 | <0.001 |
| Female | 0 | 0 | |
| Race-ethnicity | |||
| White | 0 | 0 | |
| Black | 15.39 | 1.24 | <0.001 |
| Body mass index | |||
| <20 | −5.88 | 2.47 | 0.017 |
| 20–25 | 0 | 0 | |
| 25–30 | 9.58 | 1.04 | <0.001 |
| >30 | 24.63 | 1.24 | <0.001 |
| Smoking status | |||
| Current smoker | 25.60 | 1.23 | <0.001 |
| Former smoker | 1.64 | 1.04 | 0.116 |
| Never smoker | 0 | 0 | |
| GOLD stage | |||
| Stage 3 or 4 | 24.71 | 3.13 | <0.001 |
| Stage 2 | 12.04 | 1.66 | <0.001 |
| Stage 1 | 7.68 | 1.48 | <0.001 |
| Symptoms only | 15.44 | 1.47 | <0.001 |
| Restrictive | 3.05 | 1.17 | 0.009 |
| None | 0 | 0 | |
| Diabetes mellitus | |||
| Yes | 11.22 | 1.55 | <0.001 |
| No | 0 | 0 | |
| Cardiovascular disease | |||
| Yes | 8.19 | 1.34 | <0.001 |
| No | 0 | 0 | |
| Education level | |||
| <12 | 7.46 | 1.21 | <0.001 |
| 12 years | 3.90 | 1.01 | <0.001 |
| >13 years | 0 | 0 | |
Correlates of fibrinogen levels >393 mg/dL (top decile) from logistic regression models (n = 20,192)
| Covariate | Odds ratio | 95% confidence interval |
|---|---|---|
| Age | ||
| 45–49 | 1.00 | 1.00 |
| 50–54 | 1.30 | (1.09, 1.54) |
| 55–59 | 1.42 | (1.19, 1.68) |
| 60–64 | 1.62 | (1.36, 1.93) |
| 65–68 | 2.01 | (1.59, 2.53) |
| 69–72 | 2.67 | (2.16, 3.30) |
| 73–76 | 2.44 | (1.90, 3.14) |
| 77–80 | 3.29 | (2.51, 4.29) |
| >80 | 4.48 | (3.36, 5.98) |
| Sex | ||
| Male | 0.93 | (0.83, 1.04) |
| Female | 1.00 | 1.00 |
| Race-ethnicity | ||
| White | 1.00 | 1.00 |
| Black | 1.99 | (1.77, 2.24) |
| Body mass index | ||
| <20 | 0.97 | (0.74, 1.26) |
| 20–25 | 1.00 | 1.00 |
| 25–30 | 1.23 | (1.08, 1.40) |
| >30 | 1.91 | (1.67, 2.19) |
| Smoking status | ||
| Current smoker | 2.12 | (1.86, 2.41) |
| Former smoker | 1.16 | (1.02, 1.31) |
| Never smoker | 1.00 | 1.00 |
| GOLD stage | ||
| Stage 3 or 4 | 2.28 | (1.79, 2.95) |
| Stage 2 | 1.77 | (1.52, 2.14) |
| Stage 1 | 1.59 | (1.34, 1.88) |
| Symptoms only | 1.77 | (1.55, 2.13) |
| Restrictive | 1.23 | (1.07, 1.44) |
| None | 1.00 | 1.00 |
| Diabetes mellitus | ||
| Yes | 1.47 | (1.29, 1.67) |
| No | 1.00 | 1.00 |
| Cardiovascular disease | ||
| Yes | 1.29 | (1.14, 1.46) |
| No | 1.00 | 1.00 |
| Education level | ||
| <12 | 1.26 | (1.11, 1.42) |
| 12 Years | 1.18 | (1.05, 1.33) |
| >13 years | 1.00 | 1.00 |
Proportion of subjects with the outcome of interest: death, any COPD-related hospitalization during follow-up, those missing follow-up spirometry, highest quartile of FEV1 decline, and incident Stage 2 or higher COPD (among those free of COPD at baseline)
| Covariate | Death | COPD-related hospitalization | Missing follow-up spirometry | Highest quartile of FEV1 decline | Incident Stage 2 COPD |
|---|---|---|---|---|---|
| Age | |||||
| 45–49 | 3.9 | 1.1 | 10.5 | 24.4 | 2.7 |
| 50–54 | 6.4 | 2.4 | 10.3 | 26.1 | 3.1 |
| 55–59 | 10.6 | 4.4 | 10.9 | 26.6 | 4.4 |
| 60–64 | 16.9 | 7.9 | 14.1 | 27.9 | 5.4 |
| 65–68 | 17.8 | 15.6 | 21.8 | 22.4 | 8.9 |
| 69–72 | 24.4 | 18.4 | 25.7 | 21.9 | 9.2 |
| 73–76 | 33.0 | 20.4 | 31.9 | 19.9 | 10.5 |
| 77–80 | 48.1 | 22.9 | 40.7 | 18.8 | 13.7 |
| >80 | 72.1 | 19.4 | 60.1 | 18.8 | 10.7 |
| Sex | |||||
| Male | 11.7 | 6.0 | 15.8 | 18.6 | 4.5 |
| Female | 18.8 | 9.3 | 16.8 | 33.3 | 5.3 |
| Race-ethnicity | |||||
| White | 14.9 | 8.6 | 14.9 | 26.1 | 5.4 |
| Black | 14.5 | 3.2 | 21.5 | 21.1 | 3.1 |
| Body mass index | |||||
| <20 | 25.8 | 15.3 | 23.0 | 22.5 | 7.9 |
| 20–25 | 14.8 | 7.9 | 16.0 | 24.6 | 5.7 |
| 25–30 | 14.7 | 6.9 | 15.2 | 26.2 | 4.7 |
| >30 | 13.4 | 6.6 | 17.2 | 24.4 | 4.0 |
| Smoking status | |||||
| Current smoker | 17.8 | 12.3 | 19.2 | 31.0 | 8.6 |
| Former smoker | 16.3 | 8.7 | 16.1 | 26.3 | 5.1 |
| Never smoker | 11.8 | 3.6 | 14.7 | 20.8 | 2.9 |
| GOLD stage | |||||
| Stage 3 or 4 | 44.8 | 46.5 | 38.3 | 19.6 | N/A |
| Stage 2 | 23.5 | 19.6 | 23.5 | 25.5 | N/A |
| Stage 1 | 21.6 | 10.6 | 19.6 | 31.7 | 15.0 |
| Symptoms only | 13.0 | 4.3 | 14.4 | 27.0 | 2.6 |
| Restrictive | 15.3 | 6.5 | 19.2 | 13.4 | 8.3 |
| None | 8.2 | 1.8 | 11.0 | 26.6 | 1.6 |
| Diabetes mellitus | |||||
| Yes | 29.0 | 10.3 | 27.0 | 23.5 | 5.9 |
| No | 12.8 | 7.1 | 14.7 | 25.3 | 4.8 |
| Cardiovascular disease | |||||
| Yes | 29.6 | 15.8 | 25.7 | 27.9 | 7.5 |
| No | 12.2 | 6.0 | 14.6 | 24.7 | 4.5 |
| Education level | |||||
| <12 | 22.6 | 11.8 | 25.7 | 23.4 | 5.8 |
| 12 years | 12.1 | 6.9 | 14.3 | 24.8 | 5.1 |
| >13 years | 12.5 | 5.4 | 12.5 | 26.2 | 4.3 |
| Fibrinogen >393 | |||||
| Yes | 28.5 | 14.8 | 29.1 | 25.3 | 8.4 |
| No | 13.3 | 6.7 | 14.9 | 25.1 | 4.6 |
| Total | 14.8 | 7.5 | 16.3 | 25.1 | 4.9 |
Abbreviations: COPD, chronic obstructive pulmonary disease; FEV1, forced expiratory volume in 1 second.
Quartiles of lung function decline among subjects who had baseline and follow-up pulmonary function measurement (n = 16,935) and baseline FEV1, the mean annualized change in their absolute FEV1, annualized FEV1 change as a percentage of the baseline value, and annualized FEV1 change as a percentage of the baseline predicted FEV1 value
| FEV1 change quartiles | n | Baseline FEV1 (percent predicted) | Change in FEV1 (SD) | Change in FEV1 as percentage of baseline (SD) | Change in FEV1 as percentage of predicted (SD) |
|---|---|---|---|---|---|
| 1 | 4322 | 98.1 | −127 (63) | −4.7 (2.6) | −4.3 (2.2) |
| 2 | 4306 | 93.9 | −61 (10) | −2.4 (0.9) | −2.2 (0.5) |
| 3 | 4307 | 91.2 | −28 (9) | −1.2 (0.6) | −1.0 (0.4) |
| 4 | 4310 | 88.0 | 33 (72) | 1.9 (6.0) | 1.2 (2.8) |
Abbreviations: FEV1, forced expiratory volume in 1 second; SD, standard deviation.
Results of unadjusted and fully adjusted logistic and Cox proportional hazards models predicting death, any COPD-related hospitalization during follow-up, those missing follow-up spirometry, highest quartile of FEV1 decline, and incident Stage 2 or higher COPD (among those free of COPD at baseline), with fibrinogen (per 100 mg/dL increase) or fibrinogen >393 mg/dL as the main predictors
| Outcome | Risk per 100 mg/dL increase in fibrinogen (unadjusted) | Risk per 100 mg/dL increase in fibrinogen (adjusted) | Risk among subjects with fibrinogen levels >393 mg/dL (unadjusted) | Risk among subjects with fibrinogen levels >393 mg/dL (adjusted) |
|---|---|---|---|---|
| Death | 1.69 (1.62, 1.77) | 1.31 (1.24, 1.38) | 2.39 (2.18, 2.62) | 1.54 (1.39, 1.70) |
| COPD-related hospitalization | 1.76 (1.66, 1.87) | 1.30 (1.21, 1.39) | 2.52 (2.22, 2.87) | 1.45 (1.27, 1.67) |
| Missing follow-up spirometry | 1.67 (1.58, 1.76) | 1.25 (1.18, 1.33) | 2.35 (2.12, 2.61) | 1.52 (1.35, 1.71) |
| Highest quartile of FEV1 decline | 1.00 (0.95, 1.06) | 1.07 (1.01, 1.14) | 1.01 (0.89, 1.14) | 1.08 (0.95, 1.23) |
| Incident Stage 2 COPD | 1.49 (1.34, 1.65) | 1.17 (1.03, 1.33) | 1.90 (1.52, 2.38) | 1.36 (1.07, 1.74) |
Note:
Adjusted for age, sex, race, education level, body mass index, smoking status, diabetes mellitus, cardiovascular disease, and GOLD stage.
Abbreviations: COPD, chronic obstructive pulmonary disease; FEV1, forced expiratory volume in 1 second.
Figure 1Risk of mortality by modified GOLD stage and elevated fibrinogen level.
Abbreviations: ARIC, Atherosclerosis Risk in Communities Study; CHS, Cardiovascular Health Study; GOLD, Global Initiative on Chronic Obstructive Lung Disease.
Figure 3Risk of incident chronic obstructive pulmonary disease by modified GOLD stage and elevated fibrinogen level.
Abbreviations: ARIC, Atherosclerosis Risk in Communities Study; CHS, Cardiovascular Health Study; GOLD, Global Initiative on Chronic Obstructive Lung Disease.