| Literature DB >> 36158264 |
Zhou Zhao1, Xiao-Nan Yin1, Jian Wang1, Xin Chen1, Zhao-Lun Cai1, Bo Zhang2.
Abstract
BACKGROUND: The combined index of hemoglobin, albumin, lymphocyte, and platelet (HALP) can reflect systemic inflammation and nutritional status simultaneously, with some evidence revealing its prognostic value for some tumors. However, the effect of HALP on recurrence-free survival (RFS) in patients with gastrointestinal stromal tumors (GISTs) has not been reported. AIM: To investigate the prognostic value of HALP in GIST patients.Entities:
Keywords: Gastrointestinal stromal tumors; Immuno-inflammatory-based prognostic scores; Nutrition assessment; Prognosis; Propensity score
Mesh:
Substances:
Year: 2022 PMID: 36158264 PMCID: PMC9346454 DOI: 10.3748/wjg.v28.i27.3476
Source DB: PubMed Journal: World J Gastroenterol ISSN: 1007-9327 Impact factor: 5.374
Figure 1Flow diagram of the patient selection process. GIST: Gastrointestinal stromal tumor; HALP: Combination index of hemoglobin, albumin, lymphocyte, and platelet; WBC: White blood cell.
Baseline characteristics in patients with high or low combination index of hemoglobin, albumin, lymphocyte, and platelet before and after propensity scores matching (mean ± SD)
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| 591 | 229 (38.7) | 362 (61.3) | - | 458 | 229 (50) | 229 (50) | - |
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| 56.3 ± 12.0 | 56.7 ± 12.2 | 56.1 ± 11.8 | 56.8 ± 12.1 | 56.7 ± 12.2 | 57.0 ± 12.1 | ||
| < 60 | 337 (57.0) | 129 | 208 | 256 (55.9) | 129 | 127 | ||
| ≥ 60 | 254 (43.0) | 100 | 154 | 0.788 | 202 (44.1) | 100 | 102 | 0.851 |
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| Male | 280 (47.4) | 98 | 182 | 233 (50.9) | 131 | 102 | ||
| Female | 311 (52.6) | 131 | 180 | 0.076 | 225 (49.1) | 98 | 127 | 0.007 |
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| Stomach | 424 (71.7) | 143 | 281 | 299 (65.3) | 143 | 156 | ||
| Non-stomach | 167 (28.3) | 86 | 81 | < 0.001 | 159 (34.7) | 86 | 73 | 0.202 |
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| 6.16 ± 4.87 | 7.69 ± 5.65 | 5.18 ± 4.02 | 7.13 ± 5.08 | 7.69 ± 5.65 | 6.57 ± 4.38 | ||
| ≤ 2 | 86 (14.6) | 10 | 76 | 27 (5.9) | 10 | 17 | ||
| 2.1-5.0 | 251 (42.5) | 87 | 164 | 177 (38.6) | 87 | 90 | ||
| 5.1-10.0 | 184 (31.1) | 95 | 89 | 184 (40.2) | 95 | 89 | ||
| > 10.0 | 70 (11.8) | 37 | 33 | < 0.001 | 70 (15.3) | 37 | 33 | 0.514 |
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| ≤ 5 | 332 (56.2) | 107 | 225 | 220 (48.0) | 107 | 113 | ||
| 6-10 | 100 (16.9) | 45 | 55 | 91 (19.9) | 45 | 46 | ||
| > 10 | 91 (15.4) | 49 | 42 | 89 (19.4) | 49 | 40 | ||
| Unknown | 68 (11.5) | 28 | 40 | 0.001 | 58 (12.7) | 28 | 30 | 0.764 |
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| ≤ 10 | 417 (70.6) | 140 | 277 | 308 (67.3) | 140 | 168 | ||
| > 10 | 98 (16.6) | 61 | 37 | 94 (20.5) | 61 | 33 | ||
| Unknown | 76 (12.9) | 28 | 48 | < 0.001 | 26 (12.2) | 28 | 28 | 0.004 |
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| Very low risk | 72 (12.2) | 9 | 63 | 21 (4.6) | 9 | 12 | ||
| Low risk | 178 (30.1) | 52 | 126 | 113 (24.7) | 52 | 61 | ||
| Intermediate risk | 114 (19.3) | 43 | 71 | 100 (21.8) | 43 | 57 | ||
| High risk | 227 (38.4) | 125 | 102 | < 0.001 | 224 (48.9) | 125 | 99 | 0.106 |
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| Yes | 201 (34.0) | 99 | 102 | 193 (42.1) | 99 | 94 | ||
| No | 390 (66.0) | 130 | 260 | < 0.001 | 265 (57.9) | 130 | 135 | 0.636 |
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| Yes | 62 (10.5) | 42 | 20 | 61 (13.3) | 42 | 19 | ||
| No | 529 (89.5) | 187 | 342 | < 0.001 | 397 (86.7) | 187 | 210 | 0.002 |
Method = nearest; Cliper value = 0.02.
P < 0.05 was considered statistically significant.
HALP: Combination index of hemoglobin, albumin, lymphocyte, and platelet; HPF: High-power field; NIH: National Institutes of Health; PSM: Propensity scores matching; SD: Standard deviation.
Univariate and multivariate regression analysis of prognostic factors in patients before and after propensity scores matching
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| Age | 1.009 (0.987-1.030) | 0.431 | NS | 1.006 (0.984-1.027) | 0.607 | NS | ||
| Sex: Male | 0.639 (0.386-1.056) | 0.081 | NS | 0.711 (0.429-1.179) | 0.186 | NS | ||
| Tumor site: Stomach | 2.273 (1.377-3.752) | 0.001 | 2.979 (1.716-5.171) | < 0.001 | 1.702 (1.028-2.818) | 0.039 | 2.865 (1.631-5.032) | < 0.001 |
| Tumor size in cm: ≤ 2/2.1-5.0/5.1-10.0/> 10.0 | 2.629 (1.948-3.548) | < 0.001 | 1.070 (1.032-1.109) | 0.001 | 1.086 (1.056-1.116) | < 0.001 | 1.068 (1.029-1.107) | < 0.001 |
| Mitotic index as/50 HPF: ≤ 5/6-10/> 10/unknown | 2.071 (1.686-2.545) | < 0.001 | < 0.001 | < 0.001 | 0.001 | |||
| ≤ 5 | 5.659 (2.151-14.887) | 0.002 | 5.442 (2.067-14.323) | 0.001 | 5.444 (1.955-15.162) | 0.001 | ||
| ≤ 5 | 8.259 (3.140-21.720) | < 0.001 | 14.722 (6.037-35.904) | < 0.001 | 7.675 (2.759-21.348) | < 0.001 | ||
| ≤ 5 | 5.299 (2.041-13.757) | < 0.001 | 9.851 (3.843-25.251) | < 0.001 | 5.107 (1.873-13.923) | 0.001 | ||
| CD117: +/- | 1.231 (0.300-5.059) | 0.773 | NA | 1.291 (0.314-5.313) | 0.723 | - | NA | |
| DOG1: +/-/unknown | 1.464 (0.773-2.774) | 0.242 | NA | 1.626 (0.853-3.102) | 0.140 | - | NA | |
| Ki67: ≤ 10/> 10/unknown | 1.919 (1.453-2.533) | < 0.001 | 0.001 | < 0.001 | 0.001 | |||
| < 10 | 3.579 (1.771-7.233) | < 0.001 | 8.625 (4.750-15.660) | < 0.001 | 3.710 (1.811-7.599) | < 0.001 | ||
| Unknown | 2.844 (1.290-6.270) | 0.024 | 3.310 (1.528-7.169) | 0.002 | 3.050 (1.365-6.816) | 0.007 | ||
| Histologic subtypes: Spindle/epithelioid/mixed | 1.361 (0.981-1.889) | 0.065 | NS | 1.236 (0.891-1.715) | 0.204 | - | NA | |
| NIH risk category: Very low/low/intermediate/high | 3.218 (2.180-4.751) | < 0.001 | NS | 2.892 (1.865-4.484) | < 0.001 | - | NS | |
| Adjuvant therapy: Yes/no | 1.289 (0.768-2.162) | 0.336 | 0.445 (0.257-0.769) | 0.004 | 0.923 (0.549-1.551) | 0.761 | 0.003 | |
| NLR: < 2.60/≥ 2.60 | 2.025 (1.229-3.337) | 0.006 | NS | 1.746 (1.055-2.890) | 0.030 | NS | ||
| PLR: < 134.8/≥ 134.8 | 2.925 (1.673-5.112) | < 0.001 | NS | 1.991 (1.137-3.486) | 0.016 | NS | ||
| LMR: < 4.0/≥ 4.0 | 1.296 (0.777-2.163) | 0.321 | NA | 1.088 (0.650-1.821) | 0.749 | - | NA | |
| PNI: < 48.6/≥ 48.6 | 0.291 (0.171-0.496) | < 0.001 | NS | 1.991 (1.137-3.486) | 0.016 | NS | ||
| HALP: < 31.5/≥ 31.5 | 0.341 (0.197-0.590) | < 0.001 | 0.506 (0.291-0.879) | 0.016 | 0.457 (0.265-0.785) | 0.005 | 0.558 (0.319-0.976) | 0.041 |
P < 0.05 was considered statistically significant.
CI: Confidence interval; HALP: Combination index of hemoglobin, albumin, lymphocyte, and platelet; HPF: High-power field; HR: Hazard ratio; NA: Not adopted; LMR: Lymphocyte-to-monocyte ratio; NIH: National Institutes of Health; NLR: Neutrophil-to-lymphocyte ratio; NS: Not significant; PLR: Platelet-to-lymphocyte ratio; PNI: Prognostic nutritional index; PSM: Propensity scores matching.
Figure 2Kaplan-Meier curves of recurrence-free survival. A: Stratified by low/high levels of the combination index of hemoglobin, albumin, lymphocyte, and platelet (HALP) in gastrointestinal stromal tumors (GISTs) patients before propensity scores matching (PSM); B: Stratified by low/high levels of HALP in GIST patients after PSM; C: Stratified by low/high levels of HALP in high-risk GIST patients. GIST: Gastrointestinal stromal tumors; PSM: Propensity scores matching; HALP: Hemoglobin, albumin, lymphocyte, and platelet.
Figure 3Comparison of hemoglobin, albumin, lymphocyte, and platelet and other parameters in prediction ability of 5-year recurrence-free survival by receiver operating characteristic curve analysis before propensity scores matching. AUC: Area under the curve; HALP: Hemoglobin, albumin, lymphocyte, and platelet; LMR: Lymphocyte-to-monocyte ratio; NLR: Neutrophil-to-lymphocyte ratio; PLR: Platelet-to-lymphocyte ratio; PNI: Prognostic nutritional index; PSM: Propensity scores matching; ROC: Receiver operating characteristic.