| Literature DB >> 35113969 |
Akira Sakamaki1, Masaaki Takamura1,2, Norihiro Sakai1, Yusuke Watanabe1,3, Yoshihisa Arao1, Naruhiro Kimura1, Toru Setsu1, Hiroyuki Abe1, Takeshi Yokoo1,3, Hiroteru Kamimura1, Shunsuke Tsubata4, Nobuo Waguri5, Toru Ishikawa6, Hirokazu Kawai1,7, Soichi Sugitani4,8, Tomomi Sato2,9, Kazuhiro Funakoshi10, Masashi Watanabe7, Kentarou Igarashi5,11, Kenya Kamimura1,12, Atsunori Tsuchiya1, Yutaka Aoyagi13, Shuji Terai1.
Abstract
Due to the developments in the treatment for hepatitis, it is possible to prevent the progression of liver fibrosis and improve patients' prognosis even if it has already led to liver cirrhosis (LC). Consequently, a two-step study was conducted. To begin with, a retrospective study was conducted to identify the potential predictors of non-malignancy-related mortality from LC. Then, we prospectively analyzed the validity of these parameters as well as their association with patients' quality of life. In the retrospective study, 89 cases were included, and the multivariate Cox regression analysis indicated that age (P = 0.012), model for end-stage liver disease (MELD) score (P = 0.012), and annual rate of change of the albumin-bilirubin (ALBI) score (P < 0.001) were significantly associated with LC prognosis. In the prospective study, 70 patients were included, and the patients were divided into cirrhosis progression and non-progression groups. The univariate logistic regression analysis indicated the serum procollagen type III N-terminal peptide level (P = 0.040) and MELD score (P = 0.010) were significantly associated with the annual rate of change of the ALBI score. Furthermore, the mean Chronic Liver Disease Questionnaire score worsened from 5.3 to 4.9 in the cirrhosis progression group (P = 0.034). In conclusion, a longitudinal increase in the ALBI score is closely associated with non-malignancy-related mortality and quality of life.Entities:
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Year: 2022 PMID: 35113969 PMCID: PMC8812983 DOI: 10.1371/journal.pone.0263464
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1The entry procedure and study protocol.
Retrospective study (A) and prospective study (B) protocols are shown. LC, liver cirrhosis.
The patients’ backgrounds and cox regression analyses in the retrospective study.
| Mean ± SD | Univariable Cox regression | Multivariable Cox regression | |||
|---|---|---|---|---|---|
| N = 89 | or n (%) | Hazard ratio (95% CI) | P value | Hazard ratio (95% CI) | P value |
|
| 63.5 ± 11.6 |
|
|
|
|
|
| |||||
| Males | 42 (47.2) | 1.13 (0.39–3.25) | 0.825 | ||
| Females | 47 (52.8) | ||||
|
| 24.6 ± 5.4 | 0.96 (0.86–1.08) | 0.511 | ||
|
| 0.767 | ||||
| Hepatitis B virus | 1 (1.1) | ||||
| Hepatitis C virus | 34 (38.2) | ||||
| Alcohol | 31 (34.8) | ||||
| Non-alcoholic steatohepatitis | 23 (25.8) | ||||
|
| 66 ± 50 | 1.01 (1.00–1.01) | 0.102 | ||
|
| 38 ± 21 | 1.01 (0.99–1.03) | 0.333 | ||
|
| 394 ± 261 |
|
| ||
|
| 150 ± 67 | 1.00 (0.99–1.01) | 0.491 | ||
|
| 3.3 ± 0.6 | 0.60 (0.24–1.47) | 0.263 | ||
|
| 1.7 ± 1.3 | 1.15 (0.83–1.59) | 0.393 | ||
|
| 70 ± 18 | 0.98 (0.95–1.01) | 0.179 | ||
|
| 0.71 ± 1.71 | 0.95 (0.60–1.51) | 0.825 | ||
|
| 101 ± 53 | 1.00 (0.99–1.01) | 0.454 | ||
|
| 0.84 ± 0.47 | 1.83 (0.79–4.25) | 0.158 | ||
|
| 17 ± 12 | 1.02 (0.98–1.05) | 0.327 | ||
|
| 4.9 ± 3.4 | 1.00 (1.00–1.00) | 0.932 | ||
|
| 9.2 ± 4.7 | 0.94 (0.82–1.07) | 0.342 | ||
|
| 11 (31.4) | 0.39 (0.05–3.21) | 0.378 | ||
|
| 7 ± 2 | 1.22 (0.93–1.61) | 0.158 | ||
| Child Pugh grade (A/B/C) | 43 / 37 / 9 | 1.78 (0.84–3.78) | 0.131 | ||
|
| -1.91 ± 0.61 | 1.80 (0.75–4.34) | 0.188 | ||
| ALBI grade (1/2/3) | 13 / 59 / 17 | 2.32 (0.92–5.83) | 0.187 | ||
|
| 8.8 ± 4.3 |
|
|
|
|
|
| |||||
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| -0.13 ± 1.33 | 0.76 (0.52–1.10) | 0.143 | ||
|
| 0.07 ± 0.26 |
|
|
|
|
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| 0.91 ± 2.01 |
|
| ||
|
| 0.18 ± 0.60 |
|
| ||
|
| 82.3 | ||||
SD, standard deviation; CI, confidence interval; HBV, hepatitis B virus; SVR, sustained virological response; ALBI, Albumin-Bilirubin; MELD, model for end-stage liver disease
*: P value < 0.05.
Fig 2The annual rate of change of the liver function indices and their association with the prognosis.
The receiver operating characteristic analysis in the retrospective study.
| Area under curve (95% CI) | Youden index | P value for the annual rate of ALBI score | |
|---|---|---|---|
|
|
|
| – |
| Age | 0.72 (0.55–0.88) | 143.0 | 0.793 |
| MELD score | 0.70 (0.55–0.85) | 138.8 | 0.624 |
| The annual rate of Child-Pugh score | 0.73 (0.56–0.89) | 144.3 | 0.604 |
| The annual rate of MELD score | 0.69 (0.50–0.88) | 145.7 | 0.375 |
ALBI, Albumin-Bilirubin; MELD, model for end-stage liver disease.
The patients’ backgrounds and cluster analysis in the prospective study.
| Mean ± SD or n (%) | Non-progression group | Progression Group | Mann–Whitney U and Fisher’s exact tests |
|---|---|---|---|
| N = 39 | N = 31 | P value | |
|
| 64.2 ± 11.0 | 67.4 ± 10.6 | 0.216 |
|
| |||
| Males | 22 (56.4) | 21 (67.7) | 0.459 |
| Females | 17 (43.6) | 10 (32.3) | |
|
| 24.2 ± 4.4 | 26.3 ± 4.8 | 0.064 |
|
| 0.270 | ||
| Hepatitis B virus | 5 (12.8) | 0 (0.0) | |
| Hepatitis C virus | 9 (23.1) | 10 (32.3) | |
| Alcoholic liver disease | 15 (38.5) | 15 (48.4) | |
| Non-alcoholic steatohepatitis | 4 (10.3) | 3 (9.7) | |
| Others | 6 (15.4) | 3 (9.7) | |
|
| 42 ± 23 | 60 ± 55 | 0.112 |
|
| 27 ± 19 | 36 ± 32 | 0.093 |
|
| 403 ± 196 | 460 ± 227 | 0.901 |
|
| 169 ± 66 | 139 ± 74 |
|
|
| 3.4 ± 0.5 | 3.2 ± 0.7 | 0.062 |
|
| 1.4 ± 1.2 | 1.5 ± 1.3 | 0.284 |
|
| 74 ± 21 | 69 ± 22 | 0.338 |
|
| 69 ± 40 | 88 ± 61 | 0.263 |
|
| 0.78 ± 0.29 | 1.13 ± 1.26 | 0.123 |
|
| 4.45 ± 2.96 | 4.38 ± 2.67 | 0.836 |
|
| 5.0 ± 2.2 | 4.4 ± 2.2 | 0.225 |
|
| 1.3 ± 0.6 | 1.2 ± 0.8 | 0.202 |
|
| 10.2 ± 4.7 | 10.0 ± 6.3 | 0.433 |
|
| 8 (57.1) | 1 (10.0) |
|
|
| 434 ± 493 | 662 ± 693 | 0.092 |
|
| 8.8 ± 4.8 | 9.3 ± 2.9 | 0.163 |
|
| 1.2 ± 0.5 | 1.5 ± 0.6 |
|
|
| 5.79 ± 3.92 | 7.41 ± 4.62 | 0.158 |
|
| 7 ± 2 | 8 ± 2 | 0.055 |
| Child Pugh grade (A/B/C) | 23 / 11 / 5 | 11 / 15 / 5 | 0.121 |
|
| -2.10 ± 0.57 | -1.87 ± 0.64 | 0.070 |
| ALBI grade (1/2/3) | 7 / 26 / 6 | 4 / 20 / 7 | 0.639 |
|
| 7.5 ± 2.3 | 9.9 ± 4.8 | 0.055 |
|
| 5.1 ± 1.2 | 5.1 ± 1.0 | 0.976 |
| Abdominal symptoms | 5.6 ± 1.2 | 5.5 ± 1.3 | 1.000 |
| Fatigue | 4.5 ± 1.4 | 4.4 ± 1.3 | 0.943 |
| Systemic symptoms | 5.3 ± 1.2 | 5.3 ± 1.0 | 0.691 |
| Activity | 5.2 ± 1.4 | 5.1 ± 1.4 | 0.668 |
| Emotional function | 5.1 ± 1.4 | 5.2 ± 1.3 | 0.574 |
| Worry | 5.0 ± 1.6 | 5.0 ± 1.5 | 0.831 |
|
| 0.29 ± 2.64 | 0.12 ± 2.92 | 0.672 |
|
| -0.25 ± 0.33 | 0.52 ± 0.48 |
|
|
| 0.17 ± 1.70 | 2.01 ± 3.65 |
|
|
| -0.42 ± 1.69 | 1.54 ± 2.32 |
|
SD, standard deviation; BTR, branched chain amino acid / tyrosine molar ratio; HBV, hepatitis B virus; SVR, sustained virological response; P-III-NP, procollagen type III N-terminal peptide; WFA+-M2BP, Wisteria floribunda agglutinin-positive mac-2 binding protein; COI, cut off index; ALBI, Albumin-Bilirubin; MELD, model for end-stage liver disease; CLDQ, chronic liver disease questionnaire
*: P value < 0.05.
Univariate and multivariate logistic regression analyses in the prospective study.
| Univariable logistic regression | Multivariable logistic regression | |||
|---|---|---|---|---|
| N = 70 | Odds ratio (95% CI) | P value | Odds ratio (95% CI) | P value |
|
| 1.03 (0.98–1.08) | 0.230 | ||
|
| 1.62 (0.61–4.34) | 0.335 | ||
|
| 1.11 (0.99–1.24) | 0.070 | ||
|
| 0.931 | |||
|
| 1.02 (1.00–1.03) | 0.088 | ||
|
| 1.02 (0.99–1.04) | 0.193 | ||
|
| 1.00 (1.00–1.01) | 0.524 | ||
|
| 0.99 (0.99–1.00) | 0.064 | ||
|
| 0.50 (0.21–1.17) | 0.109 | ||
|
| 1.11 (0.76–1.62) | 0.582 | ||
|
| 0.99 (0.97–1.01) | 0.335 | ||
|
| 1.01 (1.00–1.02) | 0.190 | ||
|
| 3.40 (0.76–15.2) | 0.109 | ||
|
| 0.99 (0.84–1.17) | 0.916 | ||
|
| 0.88 (0.70–1.10) | 0.261 | ||
|
| 0.84 (0.40–1.79) | 0.654 | ||
|
| 0.99 (0.91–1.08) | 0.853 | ||
|
|
|
| ||
|
| 1.00 (1.00–1.00) | 0.121 | ||
|
| 1.03 (0.92–1.16) | 0.587 | ||
|
|
|
| 0.174 | |
|
| 1.10 (0.98–1.23) | 0.121 | ||
|
| 1.27 (0.98–1.64) | 0.067 | ||
| Child Pugh grade (A/B/C) | 1.70 (0.87–3.35) | 0.124 | ||
|
| 1.90 (0.85–4.28) | 0.119 | ||
| ALBI grade (1/2/3) | 1.44 (0.63–3.26) | 0.387 | ||
|
|
|
|
|
|
|
| 1.01 (0.66–1.55) | 0.949 | ||
CI, confidence interval; BTR, branched chain amino acid / tyrosine molar ratio; HBV, hepatitis B virus; HCV, hepatitis C virus; P-III-NP, procollagen type III N-terminal peptide; WFA+-M2BP, Wisteria floribunda agglutinin-positive mac-2 binding protein; ALBI, Albumin-Bilirubin; MELD, model for end-stage liver disease; CLDQ, chronic liver disease questionnaire
*: P value < 0.05.
Fig 3The translation of ALBI and CLDQ scores in the prospective study.
In the 16 cases of the cirrhosis progression group, the median ALBI score worsened from −2.08 to −1.78 (P < 0.001), whereas in the 30 cases of the non-progression group, the median ALBI score significantly improved from −2.15 to −2.43 (P < 0.001, A). Similar to the above, the median CLDQ score worsened from 5.3 to 4.9 (P = 0.034) in the cirrhosis progression group, whereas the median CLDQ score improved from 5.1 to 5.6 (P = 0.018, B) in the non-progression group. ALBI, albumin–bilirubin; CLDQ, Chronic Liver Disease Questionnaire. Error bar, standard deviation of each data.