| Literature DB >> 36092488 |
Mohammad Emami Ardestani1, Nooshin Alavi Naeini1.
Abstract
Background: The present study aimed at determining and comparing the prognostic value and the relationship of neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios (PLRs) with acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Materials andEntities:
Keywords: Blood platelets; chronic obstructive pulmonary disease; lymphocytes; neutrophils
Year: 2022 PMID: 36092488 PMCID: PMC9450251 DOI: 10.4103/jrms.JRMS_512_20
Source DB: PubMed Journal: J Res Med Sci ISSN: 1735-1995 Impact factor: 1.985
Demographic and laboratory data
| Variables | Control ( | COPD ( |
| |
|---|---|---|---|---|
|
| ||||
| Exacerbation | Stable | |||
| Sex, | ||||
| Male | 69 (69) | 71 (71) | 71 (71) | 0.758 |
| Female | 31 (31) | 29 (29) | 29 (29) | |
| Age (year) | 65.05 (10.51) | 67.80 (12.73) | 67.80 (12.73) | 0.097 |
| BMI (kg/m2) | 31.32 (2.46) | 32.12 (2.60) | 31.98 (2.22) | 0.682 |
| Laboratory findings | ||||
| Neutrophil (×103 µl) | 3.24 (2.18-5.53) | 6.32 (4.03-8.77) | 6.09 (4.21-8.91) | <0.001 |
| Lymphocyte (×103 µl) | 2.23 (1.35-3.43) | 1.38 (0.90-2.12) | 1.45 (0.94-2.20) | 0.092 |
| Hemoglobin (g/dl) | 13.25 (1.83) | 13.10 (1.62) | 14.53 (2.01) | 0.540 |
Data is shown as means (SD) or median (IQR). COPD=Chronic obstructive pulmonary disease; BMI=Body mass index; SD=Standard deviation; IQR=Interquartile range
Comparison of the inflammatory markers between healthy subjects and chronic obstructive pulmonary disease patients in stable and acute exacerbation statuses
| Inflammatory markers | Median (IQR) |
|
|
|
|---|---|---|---|---|
| WBC (×103 µl) | ||||
| Control | 7.50 (5.32-8.50) | <0.001 | <0.001 | 0.362 |
| Exacerbation | 8.95 (6.42-11.27) | |||
| Stable | 9.20 (6.75-11.80) | |||
| Platelets (×103 µl) | ||||
| Control | 239.50 (145.00-323.75) | 0.001 | 0.002 | 0.587 |
| Exacerbation | 177.50 (139.25-240.25) | |||
| Stable | 192.50 (142.25-241.75) | |||
| NLR | ||||
| Control | 1.50 (1.30-1.80) | <0.001 | <0.001 | 0.038 |
| Exacerbation | 4.15 (2.82-8.17) | |||
| Stable | 4.00 (2.30-6.67) | |||
| PLR | ||||
| Control | 102.05 (79.00-130.60) | 0.001 | 0.011 | 0.072 |
| Exacerbation | 129.05 (83.47-188.40) | |||
| Stable | 114.65 (77.42-180.60) | |||
| ESR | ||||
| Control | 4.27 (2.84-5.21) | <0.001 | <0.001 | <0.001 |
| Exacerbation | 20.31 (11.74-25.32) | |||
| Stable | 9.45 (7.35-11.50) | |||
| CRP | ||||
| Control | 1.00 (0.58-1.69) | <0.001 | <0.001 | <0.001 |
| Exacerbation | 5.58 (2.67-8.00) | |||
| Stable | 2.00 (1.00-2.54) |
P1=Use of Man-Whitney test for comparison of control subjects versus acute exacerbation COPD patients; P2=Use of Man-Whitney test for comparison of control subjects versus stable COPD patients; P3=Use of Wilcoxon test for comparison of COPD patients with acute exacerbation status versus stable status. WBC=White blood cell count; ESR=Erythrocyte sedimentation rate; CRP=C-reactive protein; IQR=Inter quartile range; NLR=Neutrophil-to-lymphocyte ratio; PLR=Platelet-to-lymphocyte ratio; COPD=Chronic obstructive pulmonary disease
Relationship between the values of C-reactive protein, erythrocyte sedimentation rate, and white blood cell count with those of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in healthy subjects and chronic obstructive pulmonary disease patients with stable and acute exacerbation statues
| Inflammatory markers | Control | Exacerbation | Stable | |||
|---|---|---|---|---|---|---|
|
|
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| ||||
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|
|
|
|
| |
| PLR | ||||||
| CRP | 0.306 | 0.002 | 0.572 | <0.001 | 0.253 | 0.011 |
| ESR | 0.343 | <0.001 | 0.563 | <0.001 | 0.357 | <0.001 |
| WBC | 0.095 | 0.349 | 0.090 | 0.375 | 0.070 | 0.487 |
| NLR | ||||||
| CRP | 0.642 | <0.001 | 0.826 | <0.001 | 0.764 | <0.001 |
| ESR | 0.682 | <0.001 | 0.833 | <0.001 | 0.691 | <0.001 |
| WBC | 0.021 | 0.834 | 0.333 | 0.001 | 0.362 | <0.001 |
r=Spearman correlation coefficient. WBC=White blood cell count; ESR=Erythrocyte sedimentation rate; CRP=C-reactive protein; NLR=Neutrophil-to-lymphocyte ratio; PLR=Platelet-to-lymphocyte ratio
Diagnostic value of inflammatory markers to identify acute exacerbation chronic obstructive pulmonary disease
| Parameters of ROC | Inflammatory markers | ||||
|---|---|---|---|---|---|
|
| |||||
| NLR | PLR | WBC (×103 µl) | ESR | CRP | |
| Youden index J | 0.760 | 0.290 | 0.360 | 0.830 | 0.330 |
| Cutoff | >2.30 | >135.80 | 8.50 | >7.87 | >1.90 |
| AUC (95% CI) | 0.911 (0.86-0.95) | 0.639 (0.57-0.70) | 0.668 (0.59-0.73) | 0.931 (0.88-0.96) | 0.716 (0.64-0.78) |
|
| <0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
| Sensitivity (95% CI) | 83.00 (74.2-89.8) | 56.00 (46.0-66.3) | 69.00 (57.7-77.8) | 84.00 (75.3-90.6) | 52.00 (41.8-62.1) |
| Specificity (95% CI) | 93.00 (86.1-97.1) | 83.00 (74.2-89.8) | 78.00 (68.6-85.7) | 99.00 (94.6-100.0) | 81.00 (71.9-88.2) |
| PPV (95% CI) | 92.2 (84.6-96.8) | 73.0 (60.3-83.4) | 72.5 (61.4-81.9) | 98.8 (93.6-100.0) | 73.2 (61.4-83.1) |
| NPV (95% CI) | 84.5 (76.4-90.7) | 60.6 (51.9-68.8) | 65.0 (55.8-73.5) | 86.1 (78.4-91.8) | 62.8 (53.8-71.1) |
| +LR | 11.86 (5.8-24.4) | 2.71 (1.7-4.4) | 2.64 (1.8-4.0) | 84.00 (11.9-591.6) | 2.74 (1.8-4.3) |
| −LR | 0.18 (0.1-0.3) | 0.65 (0.5-0.8) | 0.54 (0.4-0.7) | 0.16 (0.1-0.3) | 0.59 (0.5-0.7) |
WBC=White blood cell count; ESR=Erythrocyte sedimentation rate; CRP=C-reactive protein; NLR=Neutrophil-to-lymphocyte ratio; PLR=Platelet-to-lymphocyte ratio; AUC=Area under the ROC curve; ROC=Receiver operating characteristic; CI=Confidence interval; PPV=Positive predictive value; NPV=Negative predictive value; +LR=Positive likelihood ratio; −LR=Negative likelihood ratio
Figure 1Receiver operating curve for neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, C-reactive protein, white blood cell, and erythrocyte sedimentation rate for acute exacerbation chronic obstructive pulmonary disease patients
Pairwise comparison of receiver operating characteristic curves
| Inflammatory markers | Difference between AUC | SEa (95% CI) |
|
|---|---|---|---|
| NLR~PLR | 0.27 | 0.04 (0.19-0.35) | <0.001 |
| NLR~WBC | 0.24 | 0.04 (0.16-0.33) | <0.001 |
| NLR~ESR | 0.02 | 0.01 (0-0.04) | 0.059 |
| NLR~CRP | 0.19 | 0.25 (0.15-0.24) | <0.001 |
| PLR~WBC | 0.03 | 0.06 (−0.08-0.14) | 0.603 |
| PLR~ESR | 0.29 | 0.04 (0.22-0.37) | <0.001 |
| PLR~CRP | 0.08 | 0.04 (0–0.16) | 0.063 |
| WBC~ESR | 0.26 | 0.04 (0.18-0.34) | <0.001 |
| WBC~CRP | 0.05 | 0.04 (0-0.14) | 0.291 |
| ESR~CRP | 0.21 | 0.03 (0.16-0.27) | <0.001 |
a DeLong et al., 1988. WBC=White blood cell count; ESR=Erythrocyte sedimentation rate; CRP=C-reactive protein; NLR=Neutrophil-to-lymphocyte ratio; SE=Standard error; PLR=Platelet-to-lymphocyte ratio; AUC=Area under the ROC curve; ROC=Receiver operating characteristic; CI=Confidence interval