| Literature DB >> 36233411 |
Elena Contaldi1,2, Luca Magistrelli1,3, Marco Cosentino4,5, Franca Marino4,5, Cristoforo Comi4,6.
Abstract
Lymphocyte count and neutrophil-to-lymphocyte ratio (NLR) may represent useful biomarkers of Parkinson's disease (PD), but their role in PD-related mild cognitive impairment (MCI) has not been fully elucidated. The present study aimed to confirm whether these immunological measures can discriminate PD patients from healthy controls (HC) and establish their feasibility as prognostic biomarkers of MCI in PD. Immunological data at baseline were analyzed in 58 drug-naïve PD patients and 58 HC matched 1:1 for age, sex, and cardiovascular comorbidities. We selected a subgroup of 51 patients from this initial cohort who underwent longitudinal neuropsychological assessments through the Addenbrooke's Cognitive Examination Revised (ACE-R) test. We considered the last examination available to analyze the relationship between ACE-R test scores and immunological measures. We found that lymphocyte count was lower and NLR higher in PD than HC (p = 0.006, p = 0.044), with AUC = 0.649 and 0.608, respectively. Secondly, in PD-MCI there were significantly higher levels of circulating lymphocytes (p = 0.002) and lower NLR (p = 0.020) than PD with normal cognitive status (PD-NC). Correlations between lymphocyte count and ACE-R total score and memory subitem (r = -0.382, p = 0.006; r = -0.362, p = 0.01), as well as between NLR and ACE-R total score and memory subitem (r = 0.325, p = 0.02; r = 0.374, p = 0.007), were also found. ROC curve analysis showed that lymphocyte count and NLR displayed acceptable discrimination power of PD-MCI with AUC = 0.759 and 0.691, respectively. In conclusion, we suggest that an altered peripheral immune phenotype could foster cognitive decline development in PD, thus opening the possibility of immune-targeting strategies to tackle this disabling non-motor feature.Entities:
Keywords: Parkinson’s disease; cognitive impairment; lymphocyte count; neutrophil-to-lymphocyte ratio; peripheral immune system
Year: 2022 PMID: 36233411 PMCID: PMC9571051 DOI: 10.3390/jcm11195543
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.964
Demographic, clinical, and immunological characteristics of PD patients and healthy controls.
| Variables | PD ( | HC ( | |
|---|---|---|---|
| Age, years | 69.28 (8.13) | 69.31 (8.18) | 0.969 |
| Sex, M/F | 42/16 | 42/16 | 1.0 |
| History of cardiovascular diseases | 34 (58.6) | 31 (53.4) | 0.575 |
| Disease duration, years | 1.38 (0.91) | - | - |
| UPDRS-III “OFF”, score | 13.62 (6.79) | - | - |
| H&Y stage | - | - | |
| Tremor dominant phenotype | 39 (67.2) | - | - |
| ACE-R total score (baseline) | 93.20 (2.92) | - | - |
| ACE-R attention and orientation (baseline) | 18 (2.24) | - | - |
| ACE-R memory (baseline) | 25.86 (4.87) | - | - |
| ACE-R fluency (baseline) | 11.71 (2.80) | - | - |
| ACE-R language (baseline) | 27.37 (2.86) | - | - |
| ACE-R visuospatial (baseline) | 16.08 (2.49) | - | - |
| WBC (103/microL) | 6.47 (1.34) | 6.71 (1.54) | 0.600 |
| RBC (106/microL) | 4.69 (0.50) | 4.91 (0.78) | 0.251 |
| Hemoglobin (g/dL) | 14.12 (1.40) | 14.24 (1.13) | 0.519 |
| Hematocrit (%) | 42.39 (4.02) | 42.90 (3.38) | 0.467 |
| MCV (fL) | 90.62 (3.30) | 91.47 (4.93) | 0.588 |
| MCH (pg) | 30.15 (1.10) | 30.47 (1.73) | 0.118 |
| MCHC (g/dL) | 33.87 (4.44) | 33.52 (2.28) | 0.601 |
| Platelets (103/microL) | 218.75 (51.48) | 222.63 (52.80) | 0.612 |
| Monocytes (103/microL) | 0.55 (0.17) | 0.56 (0.15) | 0.712 |
| Eosinophils (103/microL) | 0.15 (0.09) | 0.22 (0.21) | 0.108 |
| Basophils (103/microL) | 0.04 (0.03) | 0.04 (0.02) | 0.601 |
| Neutrophils (103/microL) | 4.20 (1.22) | 4.19 (1.16) | 0.943 |
| Lymphocytes (103/microL) | 1.73 (0.56) | 2.02 (0.65) |
|
| NLR | 2.63 (1.15) | 2.23 (0.78) |
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| ESR (mm/h) | 12.14 (10.98) | - | - |
| CRP (mg/dL) | 0.37 (0.97) | - | - |
Abbreviations: ACE-R, Addenbrooke’s Cognitive Examination Revised; H&Y, Hoehn and Yahr; UPDRS, Unified Parkinson’s Disease Rating Scale; WBC, white blood cells; RBC, red blood cells; MCV, mean corpuscular volume; MCH, mean corpuscular hemoglobin; MCHC, mean corpuscular hemoglobin concentration; NLR, neutrophil-to-lymphocyte ratio; ESR, erythrocyte sedimentation rate; CRP, C-reactive protein. Variables are expressed as mean (SD) when continuous and counts (percentage) when categorical. Significant p-values are highlighted in italics.
Figure 1ROC curve of lymphocyte count to discriminate PD patients from HC (panel A) and PD-MCI from PD-NC (panel B); ROC curve of NLR values to discriminate PD patients from HC (panel C) and PD-MCI from PD-NC (panel D).
Cut-offs of lymphocyte count and NLR to discriminate between PD vs. HC and PD-NC vs. PD-MCI, with sensitivity, specificity, positive and negative likelihood ratios, and positive and negative predictive values.
| Lymphocyte Count | Sensitivity (95% CI) | Specificity (95% CI) | LR+ | LR− | PPV | NPV |
|---|---|---|---|---|---|---|
| PD vs. HC | ||||||
| ≤1.915 (103/microL) | 69% (56.20–79.38%) | 55.2% (42.45–67.25%) | 1.54 | 0.56 | 60.6% | 64% |
| PD-MCI vs. PD-NC | ||||||
| ≥1.790 (103/microL) | 65.2% (44.89–81.19%) | 82.1% (64.41–92.12%) | 3.64 | 0.42 | 75% | 74.2% |
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| PD vs. HC | ||||||
| ≥2.065 | 69% (56.20–79.38%) | 48.3% (35.93–60.84%) | 1.33 | 0.64 | 57.1% | 60.9% |
| PD-MCI vs. PD-NC | ||||||
| ≤2.295 | 69.6% (49.13–84.4%) | 67.8% (49.34–82.07%) | 2.16 | 0.45 | 64% | 73.1% |
Abbreviations: NLR, neutrophil-to-lymphocyte ratio; LR+, positive likelihood ratio; LR−, negative likelihood ratio; PD-MCI, PD with cognitive impairment; PD-NC, PD with normal cognition; PPV, positive predictive value; NPV, negative predictive value.
Demographic, clinical, and baseline immunological characteristics of PD-NC and PD-MCI subgroups.
| Variables | PD-NC | PD-MCI | |
|---|---|---|---|
| Age at baseline, years | 67.39 (9.09) | 68.80 (8.48) | 0.185 |
| Sex, M/F | 18/10 | 18/5 | 0.360 |
| Scholarity, years | 10.86 (4.02) | 9.17 (4.72) | 0.116 |
| History of cardiovascular diseases | 17 (60.71) | 13 (56.52) | 0.783 |
| Disease duration, years | 2.86 (1.48) | 3.48 (1.65) | 0.162 |
| UPDRS-III “ON”, score | 13 (5.48) | 13.65 (7.15) | 0.753 |
| LEDD, mg/day | 360.84 (179.36) | 409.65 (258.24) | 0.463 |
| H&Y stage | |||
| Tremor dominant phenotype | 19 (67.85) | 15 (65.22) | 1.0 |
| ACE-R total score | 92.67 (3.40) | 80.15 (7.84) |
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| ACE-R attention and orientation | 18.13 (0.54) | 20.06 (15.04) |
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| ACE-R memory | 26.40 (2.08) | 21.57 (3.25) |
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| ACE-R fluency | 11.63 (2.22) | 9.34 (2.42) |
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| ACE-R language | 27.35 (1.26) | 26.04 (3.05) | 0.117 |
| ACE-R visuospatial | 16.04 (1.24) | 14.17 (1.91) |
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| WBC (103/microL) | 5.95 (1.01) | 7.07 (1.47) |
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| RBC (106/microL) | 4.68 (0.44) | 4.67 (0.59) | 0.541 |
| Hemoglobin (g/dL) | 14.12 (1.30) | 13.98 (1.58) | 0.40 |
| Hematocrit (%) | 42.34 (3.54) | 42.27 (4.76) | 0.483 |
| MCV (fL) | 90.77 (2.84) | 90.66 (3.73) | 0.960 |
| MCH (pg) | 30.26 (1.02) | 29.97 (1.23) | 0.416 |
| MCHC (g/dL) | 34.48 (6.17) | 33.09 (1.02) | 0.405 |
| Platelets (103/microL) | 214.15 (41.74) | 223.35 (62.82) | 0.841 |
| Monocytes (103/microL) | 0.54 (0.18) | 0.57 (0.16) | 0.351 |
| Eosinophils (103/microL) | 0.16 (0.09) | 0.15 (0.09) | 0.673 |
| Basophils (103/microL) | 0.04 (0.02) | 0.05 (0.03) | 0.150 |
| Neutrophils (103/microL) | 4.09 (0.80) | 4.22 (1.55) | 1.0 |
| Lymphocytes (103/microL) | 1.57 (0.41) | 2.01 (0.66) |
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| NLR | 2.78 (0.93) | 2.20 (0.83) |
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| ESR (mm/h) | 10.50 (7.53) | 10.65 (7.22) | 0.857 |
| CRP (mg/dL) | 0.19 (0.22) | 0.47 (1.28) | 0.595 |
Abbreviations: ACE-R, Addenbrooke’s Cognitive Examination Revised; H&Y, Hoehn and Yahr; UPDRS, Unified Parkinson’s Disease Rating Scale; LEDD, levodopa equivalent daily dose; WBC, white blood cells; RBC, red blood cells; MCV, mean corpuscular volume; MCH, mean corpuscular hemoglobin; MCHC, mean corpuscular hemoglobin concentration; NLR, neutrophil-to-lymphocyte ratio; ESR, erythrocyte sedimentation rate; CRP, C-reactive protein. Variables are expressed as mean (SD) when continuous and counts (percentage) when categorical. Significant p-values are highlighted in italics.
Figure 2Kruskal–Wallis test with Bonferroni correction for levels of circulating neutrophils, lymphocytes, and NLR in PD and HC. Data are plotted as means and standard deviations.