| Literature DB >> 26089657 |
Mona Bafadhel1, Koirobi Haldar2, Bethan Barker3, Hemu Patel4, Vijay Mistry3, Michael R Barer5, Ian D Pavord1, Christopher E Brightling3.
Abstract
BACKGROUND: Potentially pathogenic microorganisms can be detected by quantitative real-time polymerase chain reaction (qPCR) in sputum from patients with COPD, although how this technique relates to culture and clinical measures of disease is unclear. We used cross-sectional and longitudinal data to test the hypotheses that qPCR is a more sensitive measure of bacterial presence and is associated with neutrophilic airway inflammation and adverse clinical outcomes.Entities:
Keywords: H. influenzae; qPCR; sputum
Mesh:
Substances:
Year: 2015 PMID: 26089657 PMCID: PMC4468933 DOI: 10.2147/COPD.S80091
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Scatter correlation plot of sputum neutrophils (x-axis) with pathogen-specific bacterial load (y-axis) for samples above the limit of detection (qPCR LLD >1×104 copies/mL of sputum).
Notes: Data were categorized into respective sputum culture pathogens (NSG, HI, MC, SP, and SA). (A) HI. (B) MC. (C) SP. (D) SA pathogen-specific qPCR. The horizontal dashed line on the y-axis related to pathogen-specific qPCR bacterial load of 106. The vertical dashed line on the x-axis related to sputum neutrophil count at 60% (neutrophilic airway inflammation).
Abbreviations: NSG, nonsignificant growth; HI, Haemophilus influenzae; LLD, lower limit of detection; MC, Moraxella catarrhalis; qPCR, quantitative real-time polymerase chain reaction; SP, Streptococcus pneumoniae; SA, Staphylococcus aureus.
Baseline clinical and bacterial characteristics of subjects with and without PPM, on routine culture and by qPCR
| Routine culture
| qPCR PPM detection
| |||
|---|---|---|---|---|
| −PPM | +PPM | −PPM | +PPM | |
| Males, n (%) | 88 (71) | 35 (70) | 27 (61) | 59 (77) |
| Age, years | 68 (9) | 69 (8) | 70 (8) | 67 (9) |
| Pack-years smoked, mean (range) | 52 (10–159) | 54 (10–153) | 53 (10–159) | 54 (10–156) |
| FEV1 (L) | 1.38 (0.54) | 1.18 (0.53) | 1.29 (0.48) | 1.29 (0.55) |
| FEV1 (% predicted) | 52 (20) | 46 (18) | 52 (18) | 48 (19) |
| FEV1/FVC ratio (%) | 52 (12) | 46 (13) | 51 (12) | 47 (13) |
| Exacerbations frequency/yr | 3.5 (2.7) | 4.1 (2.7) | 3.5 (2.7) | 3.6 (2.6) |
| Inhaled corticosteroid dose, μg | 1,279 (748) | 1,675 (749) | 1,416 (651) | 1,493 (768) |
| SGRQ, units | 52.3 (17.5) | 54.6 (16.9) | 50.5 (13.7) | 53.0 (19.4) |
| CRQ, units | 4.1 (1.1) | 4.0 (1.2) | 4.8 (1.3) | 4.0 (1.2) |
| VAS cough, mm | 36 (26) | 46 (27) | 37 (27) | 41 (26) |
| VAS dyspnea, mm | 49 (26) | 51 (26) | 53 (27) | 48 (26) |
| VAS sputum production, mm | 35 (26) | 49 (26) | 31 (26) | 44 (26) |
| VAS sputum purulence, mm | 31 (25) | 39 (27) | 33 (26) | 28 (27) |
| Peripheral leukocyte count, ×109 cells/mL | 8.2 (7.8–8.5) | 8.9 (8.2–9.7) | 8.7 (8.1–9.5) | 8.4 (7.9–8.9) |
| Peripheral neutrophil count, ×109 cells/mL | 5.2 (4.9–5.5) | 5.8 (5.3–6.5) | 5.7 (5.1–6.3) | 7.3 (4.9–5.8) |
| Peripheral eosinophil count, ×109 cells/mL | 0.21 (0.18–0.24) | 0.21 (0.18–0.25) | 0.22 (0.18–0.28) | 0.22 (0.19–0.25) |
| C-reactive protein, mg/L | 3 (3–11) | 6 (3–18) | 3 (3–12) | 6 (3–14) |
| Total cell count, ×106 cells/g sputum | 2.5 (2.0–3.1) | 6.0 (4.2–8.5) | 2.7 (1.9–4.1) | 4.1 (3.1–5.5) |
| Sputum neutrophil differential, % | 64 (22) | 81 (19) | 65 (18) | 75 (22) |
| Sputum eosinophil differential, % | 1.4 (1.1–1.8) | 0.9 (0.6–1.2) | 1.6 (1.0–2.6) | 1.2 (0.8–1.6) |
| Proportion with neutrophilic inflammation | 62% | 86% | 63% | 79% |
| Log colony forming units/mL of sputum | 6.9 (6.7–7.1) | 7.6 (7.2–7.9) | 6.8 (6.5–7.1) | 7.3 (7.0–7.6) |
| Total 16S log genome copies/mL of sputum | 8.3 (8.1–8.4) | 8.9 (7.2–9.2) | 8.1 (7.8–8.3) | 8.8 (8.6–9.0) |
| Proportion HI qPCR codetection | 47% | 70% | 0% | 82% |
| Proportion MC qPCR codetection | 28% | 54% | 0% | 51% |
| Proportion SP qPCR codetection | 18% | 39% | 0% | 28% |
| Proportion SA qPCR codetection | 9% | 10% | 0% | 14% |
| HI log genome copies/mL qPCR | 4.3 (3.9–4.6) | 6.5 (5.7–7.3) | 2.8 (2.7–2.8) | 6.4 (5.9–6.9) |
| MC log genome copies/mL qPCR | 3.5 (3.3–3.8) | 5.4 (4.6–6.3) | 2.7 (2.7–2.7) | 5.0 (4.4–5.5) |
| SP log genome copies/mL qPCR | 3.5 (3.2–3.7) | 4.0 (3.4–4.5) | 2.7 (2.7–2.7) | 4.2 (3.8–4.7) |
| SA log genome copies/mL qPCR | 3.0 (2.8–3.2) | 3.1 (2.7–3.6) | 2.7 (2.7–2.7) | 3.3 (2.9–3.6) |
Notes: Data were presented as mean (standard deviation) unless stated.
Postbronchodilator.
Geometric mean (95% confidence interval).
Median (interquartile range).
Mean (95% confidence interval).
Based on 16S qPCR log genome copies/mL.
P<0.05 between −PPM and +PPM culture groups (Student’s t-test, Mann–Whitney, or chi-square, as appropriate).
P<0.05 between −PPM and +PPM qPCR groups, >106 copies/mL (Student’s t-test, Mann–Whitney, or chi-square, as appropriate). Neutrophilic airway inflammation was defined as greater than 60% sputum neutrophils.
Abbreviations: CRQ, Chronic Respiratory Disease Questionnaire; FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; HI, Haemophilus influenzae; MC, Moraxella catarrhalis; PPM, potentially pathogenic microorganism; −PPM, PPM-negative; +PPM, PPM-positive; qPCR, quantitative real-time polymerase chain reaction; SA, Staphylococcus aureus; SGRQ, St George’s Respiratory Questionnaire; SP, Streptococcus pneumoniae; VAS, visual analog scale.
Clinical and inflammatory characteristics of COPD patients with positive qPCR categorized into absent (<106), present (between 106 to 107), and highly present (greater than 108 copies/mL)
| Absent | Present | High present, | Absent | Present | High present, | Absent | Present | High present, | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | 30 | 30 | 22 | 6 | 2 | 5 | 6 | 3 | 2 | |||
| Any +PPM sputum culture | 13% | 23% | 91% | <0.01 | 17% | 50% | 60% | 0.38 | 67% | 0% | 50% | 0.20 |
| Log CFU/mL | 7.0 (6.6–7.4) | 7.1 (6.7–7.4) | 7.7 (7.2–8.3) | 0.04 | 7.0 (5.1–8.8) | 7.8 (7.7–8.0) | 8.7 (6.8–10.6) | 0.19 | 7.2 (6.6–7.8) | 6.6 (4.1–9.1) | 5.5 (5.3–5.6) | 0.05 |
| Log total 16S genome copies/mL | 8.1 (7.7–8.4) | 8.5 (8.2–8.8) | 9.2 (8.8–9.6) | <0.01 | 8.1 (6.8–9.4) | 9.4 (5.6–13.2) | 9.7 (8.9–10.4) | 0.06 | 9.3 (8.8–9.7) | 8.4 (7.7–9.0) | 8.4 (5.5–11.4) | 0.01 |
| Sputum neutrophils, % | 66 (22) | 72 (21) | 84 (16) | 0.01 | 65 (25) | 72 (25) | 74 (25) | 0.86 | 66 (30) | 69 (30) | 33 (28) | 0.45 |
| CRQ dyspnea, units | 3.5 (1.3) | 2.7 (0.9) | 3.1 (1.2) | 0.04 | 3.6 (0.8) | 2.7 (0.7) | 4.0 (0.9) | 0.23 | 3.7 (1.2) | 2.7 (0.6) | 2.7 (0.4) | 0.33 |
| CRQ fatigue, units | 3.8 (1.3) | 3.2 (1.1) | 3.8 (1.2) | 0.13 | 4.1 (1.2) | 3.4 (0.9) | 4.5 (0.7) | 0.45 | 4.3 (1.3) | 4.4 (1.1) | 3.4 (2.3) | 0.70 |
| CRQ emotion, units | 4.5 (1.3) | 4.2 (1.3) | 4.6 (1.5) | 0.58 | 4.3 (1.4) | 3.9 (1.3) | 5.5 (0.9) | 0.24 | 5.1 (1.4) | 5.6 (0.1) | 4.1 (1.3) | 0.39 |
| CRQ mastery, units | 4.9 (1.5) | 4.5 (1.6) | 4.7 (1.5) | 0.61 | 4.2 (1.5) | 3.6 (1.2) | 5.3 (0.9) | 0.24 | 5.9 (0.8) | 6.2 (1.0) | 3.5 (2.1) | 0.06 |
| VAS cough, mm | 37 (25) | 39 (27) | 39 (25) | 0.94 | 30 (27) | 57 (14) | 49 (24) | 0.34 | 33 (13) | 42 (38) | 44 (42) | 0.83 |
| VAS dyspnea, mm | 47 (25) | 45 (26) | 51 (25) | 0.65 | 43 (31) | 76 (13) | 39 (25) | 0.29 | 44 (19) | 61 (29) | 37 (20) | 0.36 |
| VAS sputum purulence, mm | 39 (24) | 40 (26) | 48 (26) | 0.51 | 20 (25) | 68 (28) | 42 (26) | 0.69 | 28 (12) | 59 (41) | 41 (35) | 0.90 |
| VAS sputum volume, mm | 33 (26) | 35 (26) | 42 (32) | 0.40 | 18 (22) | 26 (16) | 27 (14) | 0.11 | 37 (20) | 53 (18) | 31 (2) | 0.22 |
Notes: Data for Staphylococcus aureus not analyzed or presented here. Data are presented as mean (SD) unless stated.
Mean (95% CI).
Abbreviations: CFU, colony-forming unit; CRQ, Chronic Respiratory Disease Questionnaire; +PPM, potentially pathogenic microorganism-positive; qPCR, quantitative real-time polymerase chain reaction; VAS, visual analog scale.
Frequency of sputum PPM detection in culture or qPCR, in 65 COPD subjects with repeated sampling over 12 months
| Number of times PPM detected | 0, n (%) | 1, n (%) | 2, n (%) | 3/4, n (%) | Repeatability index | Mean within-subject log SD |
|---|---|---|---|---|---|---|
| +PPM culture | 30 (46.2%) | 16 (24.6%) | 10 (15.4%) | 9 (13.8%) | 0.74 | NA |
| HI culture | 35 (54.8%) | 16 (24.6%) | 6 (9.2%) | 8 (12.3%) | 0.51 | NA |
| MC culture | 59 (90.8%) | 4 (6.2%) | 2 (3.0%) | 0 (0.0%) | 0.37 | NA |
| SP culture | 57 (87.7%) | 3 (4.6%) | 5 (7.8%) | 0 (0.0%) | 0.49 | NA |
| SA culture | 64 (98%) | 1 (1.5%) | 0 (0.0%) | 0 (0.0%) | 0.00 | NA |
| CFU | NA | NA | NA | 65 (100%) | 0.80 | 0.62 |
| Total 16S | NA | NA | NA | 65 (100%) | 0.61 | 0.76 |
| HI qPCR | 7 (11%) | 10 (15%) | 16 (25%) | 32 (49%) | 0.84 | 1.39 |
| MC qPCR | 14 (22%) | 19 (29%) | 13 (20%) | 19 (29%) | 0.75 | 1.46 |
| P qPCR | 23 (35%) | 15 (23%) | 15 (23%) | 12 (18%) | 0.62 | 1.26 |
| SA qPCR | 49 (75%) | 11 (17%) | 2 (3%) | 3 (5%) | 0.14 | 0.36 |
Notes: The qPCR detection threshold was >106 genome copies/mL of sputum. The repeatability index was a measure of the repeatability of a positive detection of pathogen.
Abbreviations: CFU, colony-forming unit; HI, Haemophilus influenzae; MC, Moraxella catarrhalis; NA, not applicable; PPM, potentially pathogenic microorganism; +PPM, PPM-positive; qPCR, quantitative real-time polymerase chain reaction; SA, Staphylococcus aureus; SD, standard deviation; SP, Streptococcus pneumoniae.
Clinical and inflammatory baseline characteristics in COPD subjects, with sputum sampling over 12 months
| Categorized according to qPCR threshold above 106 for HI-detection subgroups
| ||||
|---|---|---|---|---|
| HI −/−, n=25 | HI +/−, n=21 | HI +/+, n=19 | ||
| Exacerbations/yr during study | 2.6 (1.7) | 2.6 (1.5) | 2.5 (1.2) | 0.975 |
| Proportion of frequent exacerbations | 36% | 38% | 53% | 0.514 |
| Sputum total cell count, ×106/g | 3.1 (1.7–5.4) | 2.4 (1.4–3.9) | 6.9 (3.7–12.8) | 0.026 |
| Sputum neutrophils (%) | 67 (21) | 64 (22) | 79 (22) | 0.070 |
| Total sputum neutrophils, ×106/g | 2.1 (1.1–3.9) | 1.5 (0.8–2.7) | 5.2 (2.4–11.2) | 0.023 |
| Δ sputum neutrophils | −2.4 (−9.9 to 5.1) | −12.2 (−22.7 to −1.7) | 0.6 (−11.6 to 12.7) | 0.160 |
| Δ FEV1 (L) | −0.06 (−1.5 to 0.04) | −0.12 (−0.21 to −0.03) | −0.03 (−0.13 to 0.08) | 0.437 |
| Δ FVC | −0.25 (−0.45 to −0.05) | −0.40 (−0.58 to −0.23) | −0.00 (−0.25 to 0.25) | 0.029 |
| Δ VAS cough (mm) | 2 (−6 to 9) | −2 (−17 to 13) | 3 (−9 to 15) | 0.809 |
| Δ VAS dyspnea (mm) | −2 (−15 to 11) | 23 (9 to 36) | 2 (−10 to 14) | 0.016 |
| Δ VAS production (mm) | 6 (−4 to 15) | −4 (−16 to 8) | −10 (−23 to 3) | 0.122 |
| Δ VAS purulence (mm) | 12 (3 to 21) | 0 (−14 to 15) | 2 (−13 to 17) | 0.307 |
| Δ SGRQ symptoms | −5.02 (−13.15 to 3.11) | 3.15 (−7.30 to 13.61) | 6.39 (−0.90 to 13.7) | 0.134 |
| Δ SGRQ activity | 1.63 (−5.00 to 8.26) | 5.63 (−3.87 to 15.13) | 6.09 (0.18 to 12.0) | 0.599 |
| Δ SGRQ impacts | −4.13 (−9.95 to 1.68) | 2.53 (−7.04 to 12.11) | 0.90 (−3.48 to 5.28) | 0.288 |
| Δ SGRQ total | −2.60 (−7.70 to 2.49) | 5.95 (−1.00 to 12.89) | 3.22 (−1.09 to 7.54) | 0.060 |
Notes: N=65. Data were presented as mean difference (95% confidence interval) unless stated.
Mean (SD),
Geometric mean (95% confidence interval).
Frequent exacerbations was defined as the occurrence of three or more exacerbations during 12 months of study.
Postbronchodilator.
ANOVA or chi-square, as appropriate. Δ represents change from baseline over 12 months of study.
Abbreviations: −/−, never detected; +/−, sometimes detected; +/+, always detected +/+; ANOVA, analysis of variance; FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; HI, Haemophilus influenzae; PPM, potentially pathogenic microorganisms; qPCR, quantitative real-time polymerase chain reaction; SD, standard deviation; SGRQ, St George’s Respiratory Questionnaire; VAS, visual analog scale.