| Literature DB >> 36159480 |
Ziyuan Shen1, Lingling Hu2, Shuo Zhang2, Qian Sun2, Weidong Li3, Dongmei Yan2, Guoqi Cai1, Wei Sang2.
Abstract
Background: Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous disease and the existing prognosis systems based on clinical variables are difficult to stratify patients accurately. Nutritional indices play a meaningful role in prognosis of solid tumors, whereas the effect on DLBCL is still equivocal. This retrospective study aimed to develop a novel model based on nutritional indices and other clinical variables to accurately differentiate the prognosis of DLBCL.Entities:
Keywords: DLBCL; albumin; nutritional indices; prognosis; visceral fat area
Year: 2022 PMID: 36159480 PMCID: PMC9493197 DOI: 10.3389/fnut.2022.981433
Source DB: PubMed Journal: Front Nutr ISSN: 2296-861X
Figure 1(A) The green part is the total abdominal fat area (TFA). (B) The green part is visceral fat area (VFA).
General features of DLBCL patients.
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| Age | |
| <60 | 63 (48.84) |
| ≥60 | 66 (51.16) |
| Gender | |
| Male | 62 (48.06) |
| Female | 67 (51.94) |
| Ann arbor stage | |
| I-II | 73 (56.58) |
| III-IV | 56 (43.42) |
| ECOG score | |
| 0–1 | 115 (89.15) |
| ≥2 | 14 (10.85) |
| Bulky disease | |
| Absence | 116 (89.90) |
| Presence | 13 (10.10) |
| B symptoms | |
| Absence | 99 (76.74) |
| Presence | 30 (23.26) |
| Bone marrow involvement | |
| Absence | 104 (80.60) |
| Presence | 25 (19.40) |
| Hemoglobin(g/L) | |
| <130 | 71 (55.00) |
| ≥130 | 58 (45.00) |
| LDH | |
| Normal | 65 (50.40) |
| Elevated | 64 (49.60) |
| Albumin [median (IQR)] | 42.80 (38.80–45.95) |
| BMI [median (IQR)] | 24.00 (21.80–26.10) |
| Extranodal involvement | |
| Yes | 11 (8.50) |
| No | 118 (91.50) |
| IPI score | |
| 0~2 | 87 (67.44) |
| 3~5 | 42 (32.56) |
LDH, lactate dehydrogenase; BMI, body mass index; IPI, International prognostic index.
Figure 2(A) Scree plot from principal components analysis of nutrition elements; the five components were: TFA, VFA, SFA, BMI, and albumin; (B) the distribution of the three principal components.
Figure 3Analysis of VFA and albumin using X-Tile program. The black circles highlight the optimal cutoff values which were presented in histograms.
Analysis of prognostic factors of OS in patients with DLBCL.
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| β2-MG | <0.001 | 3.766 | 0.019 | 3.992 | VFA | 0.062 | 1.893 | 0.036 | 2.662 |
| Globulin | 0.002 | 2.281 | Albumin | <0.001 | 0.428 | <0.001 | 0.204 | ||
| Ann arbor stage | 0.002 | 1.574 | β2-MG | <0.001 | 3.766 | 0.007 | 5.036 | ||
| Age | 0.003 | 1.830 | Globulin | 0.002 | 2.281 | ||||
| Ki-67 | 0.008 | 0.541 | Ann Arbor stage | 0.002 | 1.574 | ||||
| Hemoglobin | 0.008 | 0.391 | Age | 0.003 | 1.830 | ||||
| RBC | 0.029 | 0.494 | 0.025 | 0.314 | Ki-67 | 0.008 | 0.541 | 0.013 | 0.421 |
| WBC | 0.059 | 1.869 | hemoglobin | 0.008 | 0.391 | ||||
| PCA | 0.098 | 0.519 | RBC | 0.029 | 0.494 | ||||
| Cell of origin | 0.144 | 1.665 | BMI | 0.033 | 0.115 | ||||
| B symptoms | 0.026 | 1.091 | 0.016 | 1.147 | WBC | 0.059 | 1.869 | ||
| Bone marrow involvement | 0.019 | 1.104 | 0.004 | 5.585 | TFA | 0.123 | 0.560 | ||
β2-MG, β2-microglobulin; RBC, red blood cell count; WBC, white blood cell count; PCA, Principal component analysis; VFA, visceral fat area; TFA, total fat area.
Figure 4Decision curves of two multivariate models. The vertical axis represents the value of net benefit and the horizontal axis represents the threshold level (possible probabilistic pointcuts).
Variables and scoring of Model 2.
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| <114.7 | 0 |
| ≥114.7 | 1 |
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| 42.4–69.5 | 0 |
| 38.3–42.4 | 1 |
| <38.3 | 2 |
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| <0.6 | 0 |
| 0.6–0.8 | 1 |
| ≥0.8 | 2 |
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| Normal | 0 |
| Elevated | 1 |
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VFA, visceral fat area; β2-MG, β2-microglobulin.
Figure 5Kaplan-Meier survival curves of the DLBCL patients. (A–D) prognosis of different albumin levels in CD5 positive, c-Myc positive, BCL-2 positive and BCL-6 positive groups; (E,F) prognosis of different albumin levels in GCB and Non-GCB groups.
Two-year OS in patients using IPI, NCCN-IPI, GELTAMO-IPI scores.
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| LR | 81 | 90 | 88 | 96.4 |
| LIR | 58 | 61 | 70 | 70.9 |
| HIR | 52 | 41.2 | 40 | 41.4 |
| HR | 45 | - | 20 | 22.2 |
IPI, International prognostic index; NCCN-IPI, National Comprehensive Cancer Network International prognostic index; GELTAMO-IPI, Grupo Español de Linfomas/Trasplante de Médula ósea International prognostic index; Model 2, the accurate cut-off points of continuous variables; LR, Low risk; LIR, Low intermediate risk; HIR, High intermediate risk; HR, High risk.
Figure 6Risk groups according to stratification with the (A) IPI scores; (B) NCCN-IPI scores; (C) GELTAMO-IPI scores; (D) Model 2 scores. Global comparison P < 0.05.