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©The Author(s) 2025.
World J Methodol. Dec 20, 2025; 15(4): 107468
Published online Dec 20, 2025. doi: 10.5662/wjm.v15.i4.107468
Published online Dec 20, 2025. doi: 10.5662/wjm.v15.i4.107468
Table 1 Baseline characteristics of the study population from the included studies, n (%)/mean ± SD
Ref. | Type of study | Follow-up in years | Sample size | Age in years | Males | BMI (Kg/m²) | Serum albumin (g/dL) | Absolute neutrophil value (109/L) | Absolute lymphocytes value (109/L) | Total leukocytes (109/L) |
Erdem et al[13] | P | 1 | 59 | 55.6 ± 44 | 35 (59) | 26.91 ± 6 | 3.85 ± 0.383 | 4.30 ± 1.57a | 1.27 ± 0.35a | 6.35 ± 1.6a |
Abe et al[14] | P | N/A | 86 | 57.6 ± 11.5 | 58 (67.4) | 22.0 ± 4.0 | 3.5 ± 0.5 | 4.1 ± 1.7a | 1.1 ± 0.4a | 6.0 ± 2a |
Neuen et al[15] | R | 5 | 170 | 54 ± 11 | 102 (60) | 26 ± 1.5 | 3.4 ± 0.13a | 5.1 ± 1.7a | 1.7 ± 0.57a | 7.7 ± 0.59 |
Ouellet et al[16] | R | 2 | 5782 | 62.5 ± 15.2a | 3180(55)a | N/A | 3.72 ± 0.48a | 64.5 ± 10.7a | 22.22 ± 9.01a | 7.26 ± 2.56a |
Yaprak et al[17] | P | N/A | 80 | 56.8 ± 18.1 | 32 (40) | N/A | 3.64 ± 0.47 | 3.904 ± 1.543 | 1.44 ± 0.5 | N/A |
Sato et al[18] | R | 2 | 78 | 63.4 ± 11.7 | 51 (65.4) | 23.4 ± 3.9 | 3.2 ± 0.5 | N/A | N/A | 6.3 ± 2.18a |
Li et al[19] | P | N/A | 268 | 48.7 ± 10.9 | 149 (55) | N/A | 3.63 ± 0.35 | N/A | N/A | N/A |
Xiang et al[20] | P | 6 | 355 | 58.0 ± 14.9a | 220 (62) | 21.5 ± 3.30 | 4 ± 0.9a | 4.0 ± 0.3a | 1.2 ± 0.09a | 5.89 ± 0.39a |
Woziwodzka et al[21] | P | 5 | 84 | 61.5 ± 4.38 | 50 (59.5) | 25.1 ± 1.21 | 4.2 ± 0.11a | N/A | N/A | 6.9 ± 0.48a |
Balboul et al[22] | R | N/A | 554 | 67.6 ± 14.2 | 66 (12) | 26.7 ± 6.0 | 3.47 ± 0.6 | 4.8 ± 0.52 | 1.3 ± 0.14 | 7.0 ± 0.59 |
Kular et al[23] | R | N/A | 224 | 65.8 ± 14.4a | 133 (59) | N/A | 3.36 ± 6.32 | 4.67 ± 2.99a | 0.903 ± 0.49 | 6.16 ± 3.18a |
Oguz et al[24] | P | N/A | 123 | 61 ± 15.6a | 75 (61) | N/A | 3.47 ± 0.65a | 4.8 ± 3.1a | 0.99 ± 0.89 | 6.6 ± 4.6a |
Zhang et al[25] | P | 5.9 | 360 | 60 ± 3.17 | 201 (56) | N/A | 4.05 ± 0.08 | 4.05 ± 0.34a | 1.17 ± 0.112a | N/A |
Lano et al[6] | P | 2 | 183 | 65.5 ± 16.3a | 106(58)a | N/A | 3.78 ± 0.56 | 4.3 ± 1.8a | 1.29 ± 0.58a | 6.9 ± 5.0a |
Wang et al[26] | R | 3 | 185 | 56.3 ± 13.8a | 88 (47.6) | N/A | 3.878 ± 0.36a | N/A | N/A | N/A |
Parmelia et al[27] | P | 1 | 186 | 56.3 ± 11.1 | 110 (59) | N/A | N/A | 3.9 ± 0.38a | 1.3 ± 0.12a | 6.2 ± 0.38 |
Wang et al[28] | R | 4.83 | 240 | 63.4 ± 13.7 | 161 (67) | N/A | 3.754 ± 0.42a | N/A | N/A | N/A |
Zhang et al[29] | R | 7 | 303 | 53.7 ± 13.17 | 184 (61) | N/A | 4 ± 0.23 | 4.1 ± 1.1 | 1.3 ± 0.3a | N/A |
He et al[30] | P | N/A | 168 | 55.4 ± 15.1a | 101 (60) | N/A | 4.15 ± 0.55 | 4.51 ± 1.84 | 1.38 ± 0.56a | N/A |
Table 2 Baseline characteristics of the study population from the included studies
Ref. | Total Platelets (109/L) | NLR | Hb (g/dL) | S Ferritin (ng/mL) | S Creatinine (mg/dL) | Smoking | HTN | Stroke | DM | CRP (mg/dL) |
Erdem et al[13] | 222 ± 64 | 3.51 ± 0.95a | 11.15 ± 0.9 | N/A | 9.75 ± 2.5 | N/A | N/A | N/A | N/A | N/A |
Abe et al[14] | 206 ± 59 | 3.72 ± 4.9a | 8.8 ± 1.3 | 148.9 ± 180.8 | 10.2 ± 3.4 | 16 (18.6) | N/A | 21 (24.4) | N/A | N/A |
Neuen et al[15] | N/A | 3 ± 0.28a | 10.8 ± 1.5a | 483 ± 98 | N/A | 32 (19) | N/A | 6 (3.5) | 117 (69)a | N/A |
Ouellet et al[16] | N/A | 3.84 ± 3.27a | N/A | N/A | N/A | N/A | N/A | 231 (4) | 3007(52)a | N/A |
Yaprak et al[17] | 174 ± 56 | 2.52 ± 0.91 | 10.6 ± 1.5 | 1015 ± 513 | 7.68 ± 2.46 | N/A | N/A | N/A | N/A | 1.36 ± 2.00 |
Sato et al[18] | 202 ± 92a | 4.09 ± 6.94a | 8.9 ± 1.3 | 82.6 ± 119.9 | 10.1 ± 3.2 | N/A | 77 (98.7) | 7 (9.0) | N/A | 0.24 ± 1.41a |
Li et al[19] | N/A | 3.36 ± 1.65 | 11.49 ± 1.27 | N/A | 10.33 ± 1.9 | 71 (26.5) | N/A | N/A | 49 (18.3) | N/A |
Xiang et al[20] | N/A | 3.22 ± 0.3a | 10.68 ± 1.52 | 0.15 ± 0.05a | 11.46 ± 3.19 | 85 (23.9) | 262 (74) | N/A | 66 (18.6) | N/A |
Woziwodzka et al[21] | N/A | 3 ± 0.37 | N/A | N/A | 5 ± 0.43 | 20 (23.8) | 71 (84.5) | 3 (3.6) | 25 (29.8) | 7.4 ± 3.26 |
Balboul et al[22] | 182 ± 16.4 | 3.55 ± 0.6 | 10.4 ± 1.5 | N/A | 6.42 ± 2.4 | N/A | N/A | N/A | 61 | 1.19 ± 0.65 |
Kular et al[23] | N/A | 6.9 ± 8.4a | 10.5 ± 1.5 | N/A | N/A | 71 (32)a | 182 (81) | 49 (22)a | 120 (54) | N/A |
Oguz et al[24] | 174 ± 78 | 6.49 ± 7.88a | 9.87 ± 1.65 | 1024 ± 1206a | N/A | 49 (40) | 93 (76) | N/A | 53 (43)a | 74 ± 96.82a |
Zhang et al[25] | 171.5 ± 15.3a | 3.42 ± 0.4a | 11.2 ± 0.35a | N/A | N/A | N/A | N/A | N/A | N/A | 64 ± 30.63 |
Lano et al[6] | 199 ± 83a | 4.01 ± 2.6a | 10.7 ± 1.2 | 562 ± 462 | N/A | 104 (57) | 159 (87) | N/A | 73 (40) | N/A |
Wang et al[26] | N/A | 3.365 ± 0.98a | 10.99 ± 1.8 | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
Parmelia et al[27] | 192.5 ± 12.27 | 3.2 ± 0.37a | 10.3 ± 0.36 | N/A | 11.3 ± 3.3 | N/A | 146 (92) | N/A | 31 (19.5) | N/A |
Wang et al[28] | N/A | 3.31 ± 1.36a | 10.57 ± 1.85a | N/A | 7.01 ± 2.86 | N/A | N/A | N/A | N/A | N/A |
Zhang et al[29] | 172 ± 13.62a | 3.22 ± 0.35a | 10.6 ± 1.0 | 182 ± 71.64 | 11.3 ± 65.74 | 43 (14.19) | 252 (83) | N/A | 80 (26.4) | N/A |
He et al[30] | 198.03 ± 80.9a | 3.63 ± 1.80a | 10.4 ± 2.26 | 228.9 ± 350.9a | 11.2 ± 3.8 | N/A | 23 (13.7) | N/A | 44 (26.2) | N/A |
Table 3 Subgroup analysis of the included studies on the association of neutrophil-lymphocyte ratio with all-cause mortality
Variables | Number of studies | No. of patients | aHR (95%CI) | P value | I2 |
Study design | |||||
Prospective | 5 | 786 | 1.63 (1.66-2.27) | 0.004 | 67.1 |
Retrospective | 6 | 7111 | 1.17 (1.07-1.29) | 0.0008 | 87.7 |
Sample size | |||||
≥ 200 | 5 | 7131 | 1.11 (1.02-1.21) | 0.016 | 81.6 |
< 200 | 6 | 766 | 1.35 (1.16-1.56) | < 0.0001 | 52 |
Age (years) | |||||
≥ 57 | 5 | 6722 | 1.07 (1.00-1.14) | 0.048 | 72.2 |
< 57 | 6 | 1175 | 1.42 (1.21-1.67) | < 0.0001 | 57.4 |
Males% | |||||
≥ 60% | 4 | 719 | 1.30 (1.16-1.46) | < 0.0001 | 45.5 |
< 60% | 7 | 7178 | 1.14 (1.03-1.25) | 0.008 | 79.2 |
Diabetes (%) | |||||
≥ 30 | 4 | 6730 | 1.14 (1.04-1.25) | 0.008 | 91.2 |
< 30 | 5 | 1009 | 1.62 (1.20-2.19) | 0.001 | 69.5 |
NLR | |||||
≥ 3.5 | 5 | 6806 | 1.08 (1.02-1.14) | 0.01 | 71.8 |
2.5-3.5 | 6 | 1091 | 1.54 (1.33-1.78) | < 0.0001 | 14 |
Hemoglobin (g/dL) | |||||
≥ 10.5 | 5 | 1045 | 1.37 (1.06-1.76) | 0.02 | 91 |
< 10.5 | 4 | 986 | 1.17 (1.00-1.36) | 0.04 | 75.8 |
Creatinine (mg/dL) | |||||
≥ 7.7 | 5 | 1003 | 1.42 (1.16-1.73) | 0.0006 | 60.7 |
< 7.7 | 3 | 718 | 1.43 (0.77-2.67) | 0.26 | 64 |
Serum albumin (g/dL) | |||||
≥ 3.5 | 6 | 6685 | 1.53 (1.21-1.94) | 0.0004 | 57.6 |
< 3.5 | 4 | 1026 | 1.13 (1.03-1.24) | 0.007 | 90.6 |
Serum ferritin (ng/mL) | |||||
≥ 340 | 3 | 418 | 1.29 (1.11-1.49) | 0.0008 | 56.4 |
< 340 | 2 | 381 | 1.34 (1.09-1.64) | 0.004 | < 0.0001 |
Table 4 Meta-regression analysis of variables associated with all-cause mortality and cardiovascular mortality
Variables | Number of studies | Coefficient estimate | 95%CI | P value |
All-cause mortality | ||||
Age | 11 | -0.02 | -0.03 to 0.01 | < 0.0001 |
Males | 11 | 0.005 | -0.003 to 0.01 | 0.22 |
BMI | 4 | -0.05 | -0.23 to 0.12 | 0.55 |
Hypertension | 6 | 0.002 | -0.005 to 0.01 | 0.5 |
Diabetes | 9 | -0.005 | -0.01 to 0.0006 | 0.08 |
CRP | 4 | 0.1 | -0.03 to 0.23 | 0.13 |
Hemoglobin | 9 | 0.08 | -0.08 to 0.24 | 0.32 |
Serum creatinine | 6 | 0.06 | -0.02 to 0.13 | 0.17 |
Serum ferritin | 5 | 0.0004 | -0.0001 to 0.0009 | 0.12 |
Serum albumin | 10 | 0.17 | -0.13 to 0.47 | 0.26 |
Smoking | 5 | -0.02 | -0.06 to 0.02 | 0.28 |
Cardiovascular mortality | ||||
Age | 4 | -0.02 | -0.04 to 0.004 | 0.01 |
Males | 4 | 0.005 | 0.003 to 0.008 | < 0.0001 |
Diabetes | 4 | -0.004 | -0.01 to 0.006 | 0.43 |
Hemoglobin | 4 | 0.26 | -0.04 to 0.56 | 0.09 |
Serum albumin | 4 | 0.54 | -0.75 to 1.83 | 0.41 |
- Citation: Vempati R, Damarlapally N, Vasudevan SS, Patel V, Banda P, Mourad D, Polamarasetty H, Mathur G, Khan A, Desai R, Ratnani I, Surani S. Association of neutrophil-lymphocyte ratio with cardiovascular and all-cause mortality in patients receiving chronic hemodialysis: Systematic review and meta-analysis. World J Methodol 2025; 15(4): 107468
- URL: https://www.wjgnet.com/2222-0682/full/v15/i4/107468.htm
- DOI: https://dx.doi.org/10.5662/wjm.v15.i4.107468