| Literature DB >> 29200843 |
Eylem Acartürk Tunçay1, Zuhal Karakurt1, Emine Aksoy1, Cuneyt Saltürk1, Sinem Gungor1, Nezihe Ciftaslan1, İlim Irmak1, Dilek Yavuz1, Birsen Ocakli1, Nalan Adıgüzel1.
Abstract
AIM: Increased dyspnea, sputum volume, and purulence are subjective symptoms in COPD patients. To diagnose COPD exacerbations with chronic respiratory failure (CRF) and to assess the requirement for antibiotic treatment, physicians require more objective criteria. We aimed to investigate whether neutrophil-to-lymphocyte ratio (NLR) can be used as an infectious exacerbation marker in COPD patients with CRF. PATIENTS AND METHODS: This retrospective cross-sectional study was performed in the intensive care outpatient clinic of a tertiary training hospital between 2014 and 2015. Patients admitted with CRF due to COPD and who had complete blood count (CBC) results were enrolled. CBC results and C-reactive protein (CRP) levels were obtained from the hospital online database. The "modified exacerbation model (MEM)" was defined as follows: exacerbation A, leukocytes ≥12,000/mm3, CRP >10 mg/dL; exacerbation B, leukocytes ≥10,000/mm3, CRP >10 mg/dL; exacerbation C, leukocytes ≥10,000/mm3, CRP >8 mg/dL; exacerbation D, leukocytes ≥10,000/mm3, CRP >5 mg/dL. The cutoff value of NLR was defined for each model. Patients were split into two groups based on the NLR cutoff value according to the "NLR exacerbation model" and further subgrouped according to peripheral eosinophil percentage (eosinophils ≥2% and <2%) and compared with the MEM.Entities:
Keywords: COPD; chronic respiratory failure; exacerbation; neutrophil-to-lymphocyte ratio; peripheral eosinophilia
Mesh:
Year: 2017 PMID: 29200843 PMCID: PMC5703161 DOI: 10.2147/COPD.S147261
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Flowchart of patient enrollment.
Abbreviations: ALS, amyotrophic lateral sclerosis; CBC, complete blood count; CRF, chronic respiratory failure; CRP, C-reactive protein; ILD, interstitial lung disease; OHS, obesity hypoventilation syndrome.
Figure 2Flowchart of MEMs in COPD patients with CRF.
Notes: Exacerbation and stable groups were defined by using MEMs. Patients were grouped into two according to NLR cutoff value and evaluated for the presence of PBE.
Abbreviations: CRF, chronic respiratory failure; CRP, C-reactive protein; MEM, modified exacerbation model; NLR, neutrophil-to-lymphocyte ratio; PBE, peripheral blood eosinophilia; WBC, white blood cell.
Characteristics of COPD patients with CRF
| Variables | N | Values |
|---|---|---|
| Gender, male (n, %) | 636 | 60 |
| Age, median (IQR) (years) | 1,066 | 67 (60–75) |
| BMI, median (IQR) (kg/m2) | 728 | 26 (21–33) |
| Cigarette, median (IQR) (pack/year) | 223 | 45 (33–70) |
| LTOT (n, %) | 392 | 65 |
| Home noninvasive ventilation (n, %) | 266 | 44 |
| ABGs | ||
| pH, mean ± SD | 423 | 7.39±0.04 |
| PaCO2, mean ± SD (mmHg) | 423 | 49±8 |
| PaO2/FiO2, median (IQR) | 395 | 300 (265–357) |
| HCO3, median (IQR) (mmol) | 423 | 29 (27–32) |
| SaO2, mean ± SD (%) | 399 | 92±5 |
| Spirometry values | ||
| FEV1, median (IQR) (mL) | 355 | 730 (570–970) |
| FEV1, median (IQR) (%) | 345 | 31 (23–43) |
| FVC, median (IQR) (mL) | 355 | 1,320 (1,005–1,730) |
| FVC, median (IQR) (%) | 355 | 43 (32–53) |
| FEV1/FVC, median (IQR) (%) | 355 | 57 (49–65) |
| CBC | ||
| Leukocyte, mean ± SD (×109/L) | 1,066 | 8.42±2.76 |
| Neutrophil, mean ± SD (×109/L) | 1,066 | 5.7±2.5 |
| Neutrophil, mean ± SD (%) | 1,066 | 66±10 |
| Lymphocyte, median (IQR) (×109/L) | 1,066 | 1.78 (1.39–2.23) |
| Lymphocyte, mean ± SD (%) | 1,066 | 23±8 |
| Eosinophil, median (IQR) (×109/L) | 1,066 | 0.15 (0.09–0.23) |
| Eosinophil, median (IQR) (%) | 1,066 | 2.02 (1.23–3.10) |
| Erythrocyte, mean ± SD (×1012/L) | 1,066 | 4.67±0.72 |
| Hemoglobin, mean ± SD (g/dL) | 1,066 | 13.2±2.1 |
| Hct, mean ± SD (%) | 1,066 | 41±6 |
| MCV, mean ± SD (fL) | 1,066 | 87±7 |
| Platelet, mean ± SD (×109/L) | 1,062 | 247±92 |
| NLR, median (IQR) | 1,066 | 2.90 (2.12–3.99) |
| CRP, median (IQR) (mg/dL) | 1,042 | 9.9 (3.6–17.7) |
Abbreviations: ABG, arterial blood gas; BMI, body mass index; CBC, complete blood count; CRF, chronic respiratory failure; CRP, C-reactive protein; FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; Hct, hematocrit; IQR, interquartile range; LTOT, long-term oxygen therapy; MVC, mean corpuscular volume; NLR, neutrophil-to-lymphocyte ratio; PLT, platelet.
Patient distribution in MEMs
| Models | Attack, N (%) | Stable, N (%) |
|---|---|---|
| Exacerbation model A | 73 (7) | 993 (93) |
| Exacerbation model B | 173 (16) | 893 (84) |
| Exacerbation model C | 192 (18) | 874 (82) |
| Exacerbation model D | 218 (20) | 848 (80) |
Notes: Model A: WBC ≥12,000/mm3, CRP >10 mg/dL for attack group; WBC <12,000/mm3, CRP <10 mg/dL for stable group. Model B: WBC ≥10,000/mm3, CRP >10 mg/dL for attack group; WBC <10,000/mm3, CRP <10 mg/dL for stable group. Model C: WBC ≥10,000/mm3, CRP >8 mg/dL for attack group; WBC <10,000/mm3, CRP <8 mg/dL for stable group. Model D: WBC ≥10,000/mm3, CRP >5 mg/dL for attack group; WBC ≥10,000/mm3, CRP >5 mg/dL for stable group.
Abbreviations: CRP, C-reactive protein; MEM, modified exacerbation model; WBC, white blood cell.
Figure 3ROC curves, the optimal cutoff value, sensitivity, and specificity of NLR for MEMs (models A, B, C, D).
Notes: ROC-AUC was used to asses “patients’ NLR value” in all four attack models. NLR cutoff value was found according to ROC curves. (A) The cutoff value, sensitivity, and specificity of NLR for exacerbation model A. (B) The cutoff value, sensitivity, and specificity of NLR for exacerbation model B. (C) The cutoff value, sensitivity, and specificity of NLR for exacerbation model C. (D) The cutoff value, sensitivity, and specificity of NLR for exacerbation model D. Diagonal segments are produced by ties.
Abbreviations: AUC, area under the curve; MEM, modified exacerbation model; NLR, neutrophil-to-lymphocyte ratio; ROC, receiver operating characteristic.
The sensitivity and specificity of NLR ≥3.54 value in MEMs
| Specificity (%) | Sensitivity (%) | PPV | NPV | |
|---|---|---|---|---|
| Model A | 69 | 78 | 0.15 | 0.84 |
| Model B | 71 | 63 | 0.29 | 0.41 |
| Model C | 72 | 61 | 0.31 | 0.68 |
| Model D | 71 | 58 | 0.34 | 0.65 |
Notes: Model A: WBC ≥12,000/mm3, CRP >10 mg/dL for attack group; WBC <12,000/mm3, CRP <10 mg/dL for stable group. Model B: WBC ≥10,000/mm3, CRP >10 mg/dL for attack group; WBC <10,000/mm3, CRP <10 mg/dL for stable group. Model C: WBC ≥10,000/mm3, CRP >8 mg/dL for attack group; WBC <10,000/mm3, CRP <8 mg/dL for stable group. Model D: WBC ≥10,000/mm3, CRP >5 mg/dL for attack group; WBC ≥10,000/mm3, CRP >5 mg/dL for stable group.
Abbreviations: CRP, C-reactive protein; MEM, modified exacerbation model; NLR, neutrophil-to-lymphocyte ratio; NPV, negative predictive value; PPV, positive predictive value; WBC, white blood cell.
Ratio of the COPD patients with CRF according to the NLR and peripheral blood eosinophil count in MEMs
| Model A
| Model B
| Model C
| Model D
| |||||
|---|---|---|---|---|---|---|---|---|
| Attack, N (%) | Stable, N (%) | Attack, N (%) | Stable, N (%) | Attack, N (%) | Stable, N (%) | Attack, N (%) | Stable, N (%) | |
| Non-eosinophilic <2% | ||||||||
| NLR ≥3.54 | 54 (78) | 300 (32) | 106 (66) | 248 (29) | 113 (63) | 241 (29) | 122 (60) | 232 (29) |
| NLR <3.54 | 15 (22) | 649 (68) | 55 (34) | 609 (71) | 66 (37) | 598 (71) | 82 (40) | 582 (72) |
| Eosinophilic ≥2% | ||||||||
| NLR <3.54 | 1 (25) | 35 (80) | 9 (75) | 27 (75) | 9 (69) | 27 (77) | 10 (71) | 26 (76) |
| NLR ≥3.54 | 3 (75) | 9 (20) | 3 (25) | 9 (25) | 4 (31) | 8 (23) | 4 (29) | 8 (24) |
Notes: Model A: WBC ≥12,000/mm3, CRP >10 mg/dL for attack group; WBC <12,000/mm3, CRP <10 mg/dL for stable group. Model B: WBC ≥10,000/mm3, CRP >10 mg/dL for attack group, WBC <10,000/mm3, CRP <10 mg/dL for stable group. Model C: WBC ≥10,000/mm3, CRP>8 mg/dL for attack group; WBC <10,000/mm3, CRP <8 mg/dL for stable group. Model D: WBC ≥10,000/mm3, CRP >5 mg/dL for attack group; WBC ≥10,000/mm3, CRP >5 mg/dL for stable group. Eosinophilic, peripheral blood eosinophil count ≥2%; non-eosinophilic, peripheral blood eosinophil count <2%.
Abbreviations: CRF, chronic respiratory failure; CRP, C-reactive protein; MEM, modified exacerbation model; NLR, neutrophil-to-lymphocyte ratio; WBC, white blood cell.