| Literature DB >> 28937616 |
Kenji Imai1, Koji Takai2, Satoshi Watanabe3, Tatsunori Hanai4, Atsushi Suetsugu5, Makoto Shiraki6, Masahito Shimizu7.
Abstract
Sarcopenia impairs survival in patients with hepatocellular carcinoma (HCC). This study aimed to clarify the factors that contribute to decreased skeletal muscle volume in patients with HCC. The third lumbar vertebra skeletal muscle index (L3 SMI) in 351 consecutive patients with HCC was calculated to identify sarcopenia. Sarcopenia was defined as an L3 SMI value ≤ 29.0 cm²/m² for women and ≤ 36.0 cm²/m² for men. The factors affecting L3 SMI were analyzed by multiple linear regression analysis and tree-based models. Of the 351 HCC patients, 33 were diagnosed as having sarcopenia and showed poor prognosis compared with non-sarcopenia patients (p = 0.007). However, this significant difference disappeared after the adjustments for age, sex, Child-Pugh score, maximum tumor size, tumor number, and the degree of portal vein invasion by propensity score matching analysis. Multiple linear regression analysis showed that age (p = 0.015) and sex (p < 0.0001) were significantly correlated with a decrease in L3 SMI. Tree-based models revealed that sex (female) is the most significant factor that affects L3 SMI. In male patients, L3 SMI was decreased by aging, increased Child-Pugh score (≥56 years), and enlarged tumor size (<56 years). Maintaining liver functional reserve and early diagnosis and therapy for HCC are vital to prevent skeletal muscle depletion and improve the prognosis of patients with HCC.Entities:
Keywords: hepatocellular carcinoma; prognostic factor; sarcopenia; skeletal muscle depletion
Mesh:
Year: 2017 PMID: 28937616 PMCID: PMC5691671 DOI: 10.3390/nu9101054
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Baseline demographic and clinical characteristics.
| Variables | Total ( |
|---|---|
| Sex (male/female) | 242/109 |
| Age (years) | 70.4 ± 10.3 |
| Etiology (HBV/HCV/HBV + HCV/others) | 43/204/3/101 |
| BMI (kg/m2) | 23.1 ± 3.4 |
| L3 SMI (cm2/m2) | 43.7 ± 8.6 |
| Sarcopenia (yes/no) | 33/318 |
| Child–Pugh score (5/6/7/8/9/10/11) | 179/84/52/20/9/6/1 |
| ALB (g/dL) | 3.6 ± 0.6 |
| ALT (IU/L) | 46.9 ± 44.3 |
| T-Bil (mg/dL) | 1.2 ± 1.0 |
| PLT (×104/μL) | 13.1 ± 7.8 |
| PT (%) | 85.3 ± 16.7 |
| FPG (mg/dL) | 110.6 ± 34.2 |
| HbA1c (%) | 6.0 ± 1.1 |
| AFP (ng/dL) | 11,557 ± 73,374 |
| PIVKA-II (mAU/mL) | 21,056 ± 125,773 |
| Tumor size (cm) | 4.2 ± 3.7 |
| Tumor number (1/≥2) | 193/158 |
| Vp (0/1/2/3/4) | 289/15/15/15/17 |
| Stage (I/II/III/IV) | 79/126/100/46 |
| Curability of initial treatment (yes/no) | 188/163 |
| Oral administration of BCAA (yes/no) | 153/198 |
| Co-existing diseases (yes/no) | |
| Renal disease | 22/329 |
| Heart disease | 45/306 |
| Respiratory disease | 16/335 |
| Neurologic disease | 22/329 |
| Malignant disease (except HCC) | 27/324 |
Values are presented as average ± standard deviation. HBV, hepatitis B virus; HCV, hepatitis C virus; BMI, body mass index; L3 SMI, third lumbar vertebra skeletal muscle index; ALT, alanine aminotransferase; T-Bil, total bilirubin; PLT, platelet count; PT, prothrombin time; FPG, fasting plasma glucose; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonists-II; Vp, the degree of portal vein invasion; BCAA, branched-chain amino acids; HCC, hepatocellular carcinoma.
Figure 1Kaplan–Meier curves for overall survival time in (a) all patients; (b) subgroups (i.e., sarcopenia and non-sarcopenia groups); and (c) subgroups after adjustments for possible confounding factors (age, sex, Child–Pugh score, maximum tumor size, tumor number, and the degree of portal vein invasion) using propensity score matching analysis.
Baseline demographic and clinical characteristics of sarcopenia and non-sarcopenia groups.
| Variables | Sarcopenia ( | Non-Sarcopenia ( | |
|---|---|---|---|
| Sex (male/female) | 30/3 | 212/106 | 0.003 |
| Age (years) | 72.6 ± 1.8 | 70.2 ± 0.6 | 0.197 |
| Etiology (HBV/HCV/HBV + HCV/other) | 3/22/0/8 | 40/182/3/93 | 0.868 |
| BMI (kg/m2) | 20.8 ± 0.6 | 23.3 ± 0.2 | <0.0001 |
| L3 SMI (cm2/m2) | 30.8 ± 1.3 | 45.1 ± 0.4 | <0.0001 |
| Child–Pugh score (5/6/7/8/9/10/11) | 15/7/5/2/0/3/1 | 164/77/47/18/9/3/0 | 0.039 |
| ALB (g/dL) | 3.5 ± 0.1 | 3.6 ± 0.03 | 0.315 |
| ALT (IU/L) | 52.2 ± 7.7 | 46.4 ± 2.5 | 0.805 |
| T-Bil (mg/dL) | 1.6 ± 0.2 | 1.2 ± 0.06 | 0.045 |
| PLT (×104/μL) | 14.5 ± 1.4 | 13.0 ± 0.4 | 0.276 |
| PT (%) | 89.1 ± 2.9 | 84.9 ± 0.9 | 0.176 |
| FPG (mg/dL) | 113.3 ± 6.0 | 110.3 ± 2.0 | 0.958 |
| HbA1c (%) | 6.2 ± 0.2 | 6.0 ± 0.07 | 0.356 |
| AFP (ng/dL) | 4133 ± 12983 | 12,319 ± 4158 | 0.549 |
| PIVKA-II (mAU/mL) | 35,910 ± 21,910 | 19,475 ± 7149 | 0.476 |
| Tumor size (cm) | 5.6 ± 0.6 | 4.0 ± 0.2 | 0.020 |
| Tumor number (1/≥2) | 20/13 | 173/145 | 0.505 |
| Vp (0/1/2/3/4) | 24/1/2/2/4 | 265/14/13/13/13 | 0.040 |
| Stage (I/II/III/IV) | 8/7/12/6 | 71/117/88/42 | 0.303 |
| Curability of initial treatment (yes/no) | 12/21 | 176/142 | 0.039 |
| Oral administration of BCAA (yes/no) | 17/16 | 136/182 | 0.361 |
| Co-existing diseases (yes/no) | |||
| Renal disease | 2/31 | 20/298 | 1.000 |
| Heart disease | 5/28 | 40/278 | 0.593 |
| Respiratory disease | 0/33 | 16/302 | 0.381 |
| Neurologic disease | 6/27 | 16/302 | 0.011 |
| Malignant disease (except HCC) | 0/33 | 27/291 | 0.093 |
Values are presented as average ± standard deviation. HBV, hepatitis B virus; HCV, hepatitis C virus; BMI, body mass index; L3 SMI, third lumbar vertebra skeletal muscle index; ALT, alanine aminotransferase; T-Bil, total bilirubin; PLT, platelet count; PT, prothrombin time; FPG, fasting plasma glucose; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonists-II; Vp, the degree of portal vein invasion; BCAA, branched-chain amino acids; HCC, hepatocellular carcinoma.
Baseline demographic and clinical characteristics of sarcopenia and non-sarcopenia groups after adjustments for possible confounding factors using propensity score matching analysis.
| Variables | Sarcopenia ( | Non-Sarcopenia ( | |
|---|---|---|---|
| Sex (male/female) | 27/3 | 28/2 | 1.000 |
| Age (years) | 71.8 ± 9.7 | 73.0 ± 10.7 | 0.642 |
| Etiology (HBV/HCV/HBV + HCV/other) | 3/21/0/6 | 3/20/1/6 | 0.918 |
| BMI (kg/m2) | 20.7 ± 3.0 | 23.2 ± 2.8 | 0.002 |
| L3 SMI (cm2/m2) | 30.5 ± 6.4 | 46.8 ± 7.4 | <0.0001 |
| Child–Pugh score (5/6/7/8/9/10/11) | 14/7/5/2/0/1/1 | 14/9/6/0/1/0/0 | 0.660 |
| ALB (g/dL) | 3.6 ± 0.7 | 3.6 ± 0.6 | 0.984 |
| ALT (IU/L) | 48.8 ± 57.7 | 41.8 ± 22.7 | 0.543 |
| T-Bil (mg/dL) | 1.4 ± 1.0 | 1.0 ± 0.5 | 0.106 |
| PLT (×104/μL) | 14.5 ± 13.0 | 13.4 ± 4.9 | 0.656 |
| PT (%) | 89.8 ± 14.4 | 87.7 ± 15.5 | 0.589 |
| FPG (mg/dL) | 114.8 ± 40.2 | 113.6 ± 47.9 | 0.918 |
| HbA1c (%) | 6.3 ± 1.6 | 5.8 ± 1.2 | 0.226 |
| AFP (ng/dL) | 3531 ± 12,997 | 1480 ± 4268 | 0.423 |
| PIVKA-II (mAU/mL) | 22,979 ± 89,165 | 10,893 ± 46,387 | 0.518 |
| Tumor size (cm) | 5.0 ± 3.9 | 4.4 ± 3.8 | 0.534 |
| Tumor number (1/≥2) | 18/12 | 18/12 | 1.000 |
| Vp (0/1/2/3/4) | 24/1/2/1/2 | 22/3/1/2/2 | 0.852 |
| Stage (I/II/III/IV) | 8/7/10/5 | 7/11/5/7 | 0.427 |
| Curability of initial treatment (yes/no) | 12/18 | 17/13 | 0.301 |
Values are presented as average ± standard deviation. HBV, hepatitis B virus; HCV, hepatitis C virus; BMI, body mass index; L3 SMI, third lumbar vertebra skeletal muscle index; ALT, alanine aminotransferase; T-Bil, total bilirubin; PLT, platelet count; PT, prothrombin time; FPG, fasting plasma glucose; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonists-II; Vp, the degree of portal vein invasion.
Significant factors affecting L3 SMI by multiple linear regression analysis.
| Variables | Std. Coefficient | Std. Error | ||
|---|---|---|---|---|
| Intercept | 46.94 | 3.06 | 15.33 | <0.0001 |
| Age | −0.10 | 0.04 | −2.44 | 0.015 |
| Sex (vs. man) | 5.20 | 0.95 | 5.46 | <0.0001 |
Std. coefficient, standard coefficient; Std. error, standard error.
Figure 2The decision tree for the tree-based models. The differences in L3 SMI between each group become larger with the six factors (age, sex, Child–Pugh score, maximum tumor size, tumor number, and the degree of portal vein invasion).