| Literature DB >> 26098859 |
Reham Abdel-Wahab1,2, Samir Shehata2, Manal M Hassan1, Lianchun Xiao3, Ju-Seog Lee4, Sheree Cheung1, Hoda H Essa2, Hesham M Hassabo1, Ahmed S Shalaby1, Eman Mosad5, Kanwal Raghav1, Asif Rashid6, Robert A Wolff1, Jeffrey S Morris3, Hesham M Amin7,8, Ahmed O Kaseb1.
Abstract
BACKGROUND: The Child-Turcotte-Pugh score (CTP) is the standard tool for hepatic reserve assessment in hepatocellular carcinoma (HCC). Recently, we reported that integrating plasma insulin-like growth factor-1 (IGF-1) level into the CTP score was associated with better patient risk stratification in two U.S. independent cohorts. Our current study aimed to validate the IGF-CTP score in patients who have different demographics and risk factors. PATIENTS AND METHODS: We prospectively recruited 100 Egyptian patients and calculated their IGF-CTP score compared to CTP score. C-index was used to compare the prognostic significance of the two scoring systems. Finally, we compared our results with our U.S. cohorts published data.Entities:
Keywords: Child-Pugh; IGF-1; hepatocellular carcinoma; liver reserve; validation
Mesh:
Substances:
Year: 2015 PMID: 26098859 PMCID: PMC4673259 DOI: 10.18632/oncotarget.4176
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Baseline characteristics of patients in the training and validation cohorts
| Patient characteristic | Parameter | Training cohort N=310 (%) | First validation cohort N=155 (%) | Second validation cohort N=100 (%) | |
|---|---|---|---|---|---|
| Age (years) | ≤60 | 136 (43.9%) | 67 (43.2%) | 66 (66%) | .0003 |
| >60 | 174 (56.1%) | 88 (56.8%) | 34 (34%) | ||
| Sex | Male:female ratio | 2.4:1 | 2.7:1 | 4.9:1 | |
| Male | 218 (70.3%) | 113 (72.9%) | 83 (83%) | .04 | |
| Female | 92 (29.7%) | 42 (27.1%) | 17 (17%) | ||
| Viral hepatitis | HCV, HBV, or both | 139 (44.8%) | 78 (50.3%) | 100 (100%) | < .0001 |
| None | 171 (55.2%) | 77 (49.7%) | 0 | ||
| Serum α-FP (ng/mL) | <400 | 207 (66.8%) | 99 (63.9%) | 48 (48%) | .001 |
| ≥400 | 97 (31.3%) | 56 (36.1%) | 52 (52%) | ||
| Missing | 6 | 0 | 0 | ||
| Tumor differentiation | Well | 122 (39.4%) | 49 (31.6%) | 4 (4%) | < .0001 |
| Moderate | 100 (32.3%) | 42 (27.1%) | 15 (15%) | ||
| Poor | 52 (16.7%) | 38 (24.5%) | 5 (5%) | ||
| Missing (no biopsy) | 36 (11.6%) | 26 (16.8%) | 76 (76%) | ||
| Tumor nodularity | Uninodular | 108 (34.8%) | 47 (30.3%) | 33 (33%) | .5 |
| Multinodular | 192 (61.9%) | 108 (69.7%) | 64 (64%) | ||
| Missing | 10 | 0 | 0 | ||
| % of liver involvement | ≤50% | 203 (65.5%) | 113 (72.9%) | 66 (66%) | .3 |
| >50% | 103 (33.2%) | 41 (26.5%) | 27 (27%) | ||
| Missing | 4 | 1 | 7 | ||
| Vascular invasion | Yes | 88 (28.4%) | 54 (34.8%) | 49 (49%) | .0006 |
| No | 221 (71.3%) | 100 (64.5%) | 50 (50%) | ||
| Missing | 1 | 1 | 1 | ||
| Lymph node metastasis | Yes | 126 (40.6%) | 90 (58.1%) | 47 (47%) | .003 |
| No | 181 (58.4%) | 65 (41.9%) | 53 (53%) | ||
| Missing | 3 | 0 | 0 | ||
| Extrahepatic metastasis | No | 242 (78.1%) | 70 (45.2%) | 76 (76%) | <.0001 |
| Yes | 66 (21.3%) | 85 (54.8%) | 24 (24%) | ||
| Missing | 2 | 0 | 0 | ||
| ALT (U/L) | ≤40 | 137 (44.2%) | 67 (43.2%) | 29 (29%) | 0.04 |
| >40 | 171 (54.8%) | 88 (56.8%) | 67 (67%) | ||
| Missing | 2 | 0 | 4 | ||
| AST (U/L) | ≤45 | 93 (30%) | 26 (16.8%) | 16 (16%) | .0001 |
| >45 | 192 (61.9%) | 129 (83.2%) | 80 (80%) | ||
| Missing | 25 | 0 | 4 | ||
| Platelet (mcl) | ≤100 | 34 (14.3%) | 32 (20.6%) | 39 (39%) | <.0001 |
| >100 | 204 (85.7%) | 123 (79.4%) | 61 (61%) | ||
| Missing | 72 | 0 | 0 | ||
| Na (mEq/L) | ≤130 | 10 (3.3%) | 5 (3.2%) | 25 (29.4%) | <.0001 |
| >130 | 295 (96.7%) | 149 (96.8%) | 60 (70.6%) | ||
| Missing | 5 | 1 | 15 | ||
| Cirrhosis | No | 116 (37.4%) | 52 (36.4%) | 13 (13%) | < .0001 |
| Yes | 194 (62.6%) | 93 (63.6%) | 87 (87%) | ||
| CTP score | A | 221 (71.2%) | 126 (81.3%) | 40 (40%) | < .0001 |
| B | 79 (25.5%) | 25 (16.1%) | 32 (32%) | ||
| C | 8 (2.6%) | 4 (2.6%) | 28 (28%) | ||
| Missing | 2 | 0 | 0 | ||
| BCLC stage | 0 | 20 (6.5%) | 2 (1.3%) | 0 | <.0001 |
| A | 27 (8.7%) | 13 (8.4%) | 1 (1%) | ||
| B | 30 (9.7%) | 17 (11%) | 8 (8%) | ||
| C | 196 (63.2%) | 119 (76.8%) | 60 (60%) | ||
| D | 23 (7.4%) | 4 (2.5%) | 31 (31%) | ||
| Missing | 14 | 0 | 0 | ||
| Treatment history | Systemic ± Local | 143 (46.1%) | 89 (57.4%) | 64 (64%) | <.0001 |
| Local therapy only (TACE/RFA) | 29 (9.4%) | 40 (25.8%) | 12 (12%) | ||
| Surgery ± Local | 94 (30.3%) | 15 (9.7%) | 1 (1%) | ||
| Best supportive care | 44 (14.2%) | 11 (7.1%) | 23 (23%) |
Abbreviations: HCV, hepatitis C virus; HBV, hepatitis B virus; α-FP, α-fetoprotein; ALT, alanine transaminase; AST, aspartate transaminase; CTP, Child-Turcotte-Pugh; BCLC, Barcelona Clinic Liver Cancer; TACE, trans-arterial chemoembolization; RFA, radiofrequency ablation.
Data reprinted from reference 15 with permission.
Log-rank and Cox model results for overall survival of the training and validation cohorts based on IGF-1 level
| Training cohort (N=310) | First validation cohort (N=155) | Second validation cohort (N=100) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall survival by IGF-1 level | IGF-1 level (ng/mL) | No.(%) | E | Median OS, months (95% CI) | No.(%) | E | Median OS, months (95% CI) | No. (%) | E | Median OS, months (95% CI) | |||
| All patients | 310 | 238 | 13.22(11.4 to 16.6) | 155 | 71 | 15.7(12.2 to 19.9) | 100 | 100 | 8.05(6.9 to 9.2) | ||||
| >50 | 133 (42.9%) | 92 | 22.6(15.1 to 28.8) | <.001 | 61 (39.4%) | 24 | 23.7(18.4 to NA) | <.001 | 44 (44%) | 33 | 10.05(9.9 to 10.2) | <.0001 | |
| 26-50 | 109 (35.2%) | 85 | 13.6(8.5 to 19.3) | 17 (10.9%) | 5 | 9.5(7.6 to NA) | 20 (20%) | 18 | 9.04(5.9 to 12.2) | ||||
| <26 | 68 (21.9%) | 61 | 5.0(4.01 to 11.9) | 77 (49.8%) | 42 | 9.4(6.4 to 14.74) | 36 (36%) | 33 | 8.05(6.9 to 9.2) | ||||
| >50 | — | — | 1.00 (reference) | 1.00 (reference) | — | — | 1.00 (reference) | ||||||
| 26-50 | — | — | 1.45(1.08 to 1.95) | .01 | 1.26(0.48 to 3.33) | .64 | — | — | 1.4(0.81 to 2.58) | .22 | |||
| <26 | — | — | 2.5(1.8 to 3.47) | <.001 | 2.81(1.68 to 4.68) | <.001 | — | — | 5.16(2.99 to 8.9) | <.0001 | |||
| — | — | — | — | ||||||||||
| 26-50 | — | — | 1.00 (reference) | — | 1.00 (reference) | — | — | 1.00 (reference) | |||||
| <26 | — | — | 1.72(1.24 to 2.4) | .001 | 2.28(0.9 to 5.76) | .08 | — | — | 3.(1.76 to 6.6) | <.0001 | |||
Abbreviations: N, number; E, event (death); OS, overall survival; CI, confidence interval; IGF-1, insulin-like growth factor-1; NA, not available
Data reprinted from reference 15 with permission.
Log-rank and Cox model results for overall survival of the training and validation cohorts by Child-Turcotte-Pugh (CTP) and IGF-CTP class
| Training cohort (N = 310) | First validation cohort (N = 155) | Second validation cohort (N = 100) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Scoring system | Class | No | E | Median OS, | No | E | Median OS, | No | E | Median OS, | |||
| months (95% CI) | months (95%CI) | months (95%CI) | |||||||||||
| IGF-CTP | A (4-5) | 186 | 132 | 20.5 (15.0 to 26.7) | <.001 | 70 | 25 | 25.9 (18.4 to NA) | <.001 | 35 | 28 | 11.96 (9.8 to 14.2) | <.0001 |
| B (6-7) | 87 | 72 | 11.5 (8.3 to 16.3) | 70 | 38 | 9.5 (7.7 to 16.2) | 37 | 32 | 8.02 (6.03 to 10) | ||||
| C (>7) | 26 | 25 | 2.5 (2.2 to 5.7) | 15 | 8 | 5.1 (2.1 to NA) | 28 | 24 | 6.31 (5.4 to 7.2) | ||||
| CTP | A (5-6) | 221 | 163 | 17.1 (12.9 to 21.4) | <.001 | 126 | 56 | 16.9 (13.2 to 25.1) | <.001 | 40 | 31 | 11.01 (9.9 to 12.1) | <.0001 |
| B (7-9) | 79 | 67 | 6.5 (4.8 to 13.1) | 25 | 12 | 8.8 (7.1 to NA) | 32 | 26 | 7.52 (6.7 to 8.3) | ||||
| C (>10) | 8 | 7 | 2.6 (0.7 to NA) | 4 | 3 | 2.1 (0.5 to NA) | 28 | 27 | 5.65 (4.4 to 6.9) | ||||
| IGF-CTP | A | — | — | 1.00 (reference) | 1.00 (reference) | — | — | 1.00 (reference) | |||||
| B | — | — | 1.61 (1.20 to 2.15) | .001 | 2.67 (1.61 to 4.44) | < .001 | — | — | 2.67 (1.5 to 4.6) | <.0001 | |||
| C | — | — | 6.34 (4.03 to 9.97) | <.001 | 7.70 (3.34 to 17.74) | < .001 | — | — | 12.94 (6.4 to 26.2) | <.0001 | |||
| — | — | — | — | ||||||||||
| B | — | — | 1.00 (reference) | 1.00 (reference) | — | — | 1.00 (reference) | ||||||
| C | — | — | 3.94 (2.47 to 6.31) | <.001 | 2.88 (1.31 to 6.34) | .008 | — | — | 4.05 (2.1 to 7.7) | <.0001 | |||
| CTP | A | — | — | 1.00 (reference) | 1.00 (reference) | — | — | 1.00 (reference) | |||||
| B | — | — | 1.57 (1.18 to 2.09) | .002 | 1.94 (1.03 to 3.06) | .04 | — | — | 5.24 (2.8 to 9.8) | <.0001 | |||
| C | — | — | 4.63 (2.15 to 9.94) | <.001 | 17.12 (4.94 to 59.31) | < .001 | — | — | 14.7 (7.6 to 28.7) | <.0001 | |||
| — | — | — | — | ||||||||||
| B | — | — | 1.00 (reference) | 1.00 (reference) | — | — | 1.00 (reference) | ||||||
| C | — | — | 2.94 (1.31 to 6.45) | .007 | 8.84 (2.35 to 33.24) | .001 | — | — | 2.56 (1.5 to 4.5) | .001 | |||
Abbreviations: N, number; E, event (death); OS, overall survival; CI, confidence interval; NA, not applicable; CTP, Child-Turcotte-Pugh; IGF, insulin-like growth factor-1.
*Parameters from 11 and two patients were not available for calculation of their IGF-CTP and CTP scores, respectively.
Data reprinted from reference 15 with permission.
Ranking of scoring systems by C-index
| Patient cohort | Scoring system | C-index (95% CI) | |
|---|---|---|---|
| IGF-CTP | 0.608 (0.606 to 0.610) | .003 | |
| CTP | 0.573 (0.571 to 0.575) | ||
| IGF-CTP | 0.672 (0.666 to 0.677) | .005 | |
| CTP | 0.579 (0.576 to 0.583) | ||
| IGF-CTP | 0.641 (0.637 to 0.645) | .003 | |
| CTP | 0.597 (0.596 to 0.601) |
Abbreviations: IGF, insulin-like growth factor-1; CTP, Child-Turcotte-Pugh; N, number; CI, confidence interval.
Data reprinted from reference 15 with permission.
Figure 1Patient distribution in the training and validation cohorts for IGF-CTP score class by CTP score class
The first letter for each group represents the CTP class; the second letter, the IGF-CTP class (e.g., group AB represents patients classified as CTP class A and IGF-CTP class B).
Overall survival of the training and validation cohorts by whether CTP class was reclassified in the IGF-CTP scoring system
| Training cohort (N = 310) | First validation cohort (N= 155) | Second validation cohort (N = 100) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | E | Median OS, months (95% CI) | N | E | Median OS, months (95% CI) | N | E | Median OS, months (95% CI) | ||||
| Original A to new A (AA) | 158 | 112 | 19.3 (14.9 to 27.0) | <0.001 | 67 | 23 | 25.9 (18.4 to NA) | <0.001 | 26 | 20 | 12.58 (11.7 to 13.4) | <0.0001 |
| Original A to new B (AB) | 58 | 47 | 13.6 (9.1 to 19.7) | 58 | 32 | 11.0 (7.7 to 16.9) | 13 | 10 | 8.9 (7.8 to 10) | |||
| Original A to new C (AC) | 3 | 3 | 2.3 (1.5 to NA) | 1 | 1 | 1.2 (NA to NA) | 1 | 1 | 7.85 (NA to NA) | |||
| Original B to new A (BA) | 28 | 20 | 23.5 (7.6 to 40.6) | 3 | 2 | 15.6 (8.5 to NA) | 7 | 7 | 10.09 (9.5 to 10.7) | |||
| Original B to new B (BB) | 28 | 24 | 6.5 (5.1 to 13.6) | 12 | 6 | 8.8 (4.6 to NA ) | 17 | 15 | 7.26 (6.2 to 8.4) | |||
| Original B to new C (BC) | 17 | 17 | 3.7 (2.2 to 6.9) | 10 | 4 | 9.8 (2.9 to NA) | 8 | 5 | 5.09 (4.8 to 5.3) | |||
| Original C to new A (CA) | 0 | - | - | 0 | - | - | 0 | - | - | |||
| Original C to new B (CB) | 1 | 1 | 15.9 (NA to NA) | 0 | - | - | 7 | 7 | 8.05 (6.9 to 9.2) | |||
| Original C to new C (CC) | 6 | 5 | 2.3 (0.7 to NA) | 4 | 3 | 2.1 (0.5 to NA) | 20 | 19 | 5.65 (4.6 to 6.7) | |||
| AA | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||||||||
| AB | 1.45 (1.03 to 2.04) | .03 | 2.83 (1.65 to 4.85) | < .001 | 6.15 (2.18 to 17.37) | .001 | ||||||
| AC | 4.05 (1.28 to 12.83) | .02 | NA | NA | 10.11 (1.25 to 81.75) | .03 | ||||||
| BA | 0.95 (0.59 to 1.53) | .84 | 2.63 (0.62 to 11.23) | .19 | 2.02 (0.91 to 4.46) | .08 | ||||||
| BB | 2.0 (1.28 to 3.11) | .002 | 2.87 (1.17 to 7.08) | .02 | 6.83 (3.15 to 14.78) | <.0001 | ||||||
| BC | 6.45 (3.78 to 11.01) | <.001 | 4.66 (1.57 to 13.86) | .006 | 11.93 (4.55 to 31.3) | <.0001 | ||||||
| CB | 1.69 (0.24 to 112.16) | .60 | NA | NA | 14.25 (4.67 to 43.48) | <.0001 | ||||||
| CC | 8.94 (3.59 to 22.23) | <.001 | 32.39 (8.86 to 118.49) | < .001 | 37.36 (15.05 to 92.74) | <.0001 | ||||||
| BB | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||||||||
| AB | 0.73 (0.44 to 1.19) | .20 | 0.98 (0.41 to 2.36) | .97 | 0.94 (0.35 to 2.49) | .89 | ||||||
| AC | 2.03 (0.61 to 6.77) | .25 | NA | NA | 1.46 (0.19 to 11.34) | .72 | ||||||
| BA | 0.48 (0.26 to 0.87) | .03 | 0.92 (0.18 to 4.57) | .91 | 0.37 (0.16 to 0.83) | .02 | ||||||
| BC | 3.23 (1.72 to 6.09) | <.001 | 1.62 (0.45 to 5.86) | .46 | 1.891 (0.75 to 4.79) | .18 | ||||||
| CB | 0.85 (0.11 to 6.28) | .87 | NA | NA | 2.23 (0.78 to 6.41) | .14 | ||||||
| CC | 4.48 (1.69 to 11.8) | .003 | 11.27 (2.64 to 48.14) | .001 | 5.41 (2.42 to 12.1) | <.0001 | ||||||
| CC | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||||||||
| AB | 0.11 (0.05 to 0.28) | <.001 | 0.09 (0.02 to 0.31) | < .001 | 0.18 (0.06 to 0.52) | .002 | ||||||
| AC | 0.45 (0.11 to 1.91) | .28 | NA | NA | 0.3 (0.04 to 2.35) | .25 | ||||||
| BA | 0.11 (0.04 to 0.29) | <.001 | 0.08 (0.01 to 0.52) | .008 | 0.03 (0.007 to 0.11) | <.0001 | ||||||
| BC | 0.72 (0.27 to 1.96) | .52 | 0.14 (0.03 to 0.68) | .01 | 0.27 (0.09 to 0.85) | .03 | ||||||
| CB | 0.19 (0.02 to 1.63) | .13 | NA | NA | 0.42 (0.15 to 1.19) | .103 | ||||||
Abbreviations: IGF, insulin-like growth factor-1; CTP, Child-Turcotte-Pugh; N, number; E, event(death); NA, not applicable; OS, overall survival.
P value compares across all groups.
Data reprinted from reference 15 with permission
Figure 2Survival curves of patients classified by group in the training cohort
(A), MDACC validation cohort (B), and Egyptian validation cohort (C). The first letter for each group represents the CTP class; the second letter, the IGF-CTP class (e.g., group AB represents patients classified as CTP class A and IGF-CTP class B).