Observational Study
Copyright ©The Author(s) 2022.
World J Hepatol. Jun 27, 2022; 14(6): 1210-1225
Published online Jun 27, 2022. doi: 10.4254/wjh.v14.i6.1210
Table 1 Characteristics of the enrolled patients
Parameter
Value
Age, yr55 [43-61]
Male/Female18/28
Etiology:
Alcohol15 (32.6%)
Hepatitis C virus5 (10.9%)
Primary biliary cholangitis4 (8.7%)
Primary sclerosing cholangitis2 (4.3%)
Autoimmune hepatitis5 (10.9%)
Metabolic-associated liver disease4 (8.7%)
Wilson disease3 (6.5%)
Mixed3 (6.5%)
Cryptogenic5 (10.9%)
Red blood cells, 1012/L4.1 [3.5-4.8]
White blood cells, 109/L4.9 [3.1-6.3]
Platelets, 109/L105 [76-150]
Serum albumin, g/L37 [33-41]
Serum total bilirubin, μmol/L28 [16-56]
Prothrombin (Quick test), %70 [60-89]
Ascites: grade 2-3, n (%)9 (19.6%)
Esophageal varices: grade 2-3, n (%)17 (36.9%)
Spleen length, cm15.4 [13.1-17.1]
Portal vein diameter, mm13.0 [11.0-14.2]
Hepatic encephalopathy, n (%)15 (32.5%)
Child-Pugh class: A/B/C14/21/11
Table 2 Comparison of the main characteristics, body composition, and the abundance of major taxa of the gut microbiome between patients with cirrhosis and healthy persons

Patients with cirrhosis (n = 46)
Healthy persons (n = 14)
P
Age, yr55 [43-61]51 [41-63]0.484
Male/Female18/283/110.187
Body mass index, kg/m227.0 [23.6-30.1]21.1 [19.7-26.0]0.002
Fat mass, %34.7 [28.1-43.5]24.5 [20.7-31.2]0.002
Free-fat mass, %65.3 [56.5-71.9]75.5 [68.8-79.3]0.002
Body cell mass, %32.4 [28.0-36.5]44.5 [38.4-46.0]< 0.001
(Body cell mass)/(free-fat mass)0.50 [0.46-0.55]0.58 [0.55-0.60]< 0.001
Extracellular fluid, %20.1 [17.4-21.4]18.6 [16.8-19.3]0.044
Total fluid, %47.9 [42.0-53.3]51.7 [46.8-52.9]0.238
(Extracellular fluid)/(total fluid)0.41 [0.40-0.43]0.36 [0.36-0.37]< 0.001
Phase angle, °5.3 [4.9-6.3]7.0 [6.2-7.3]< 0.001
Firmicutes38.6 [27.7-52.9]90.8 [85.7-94.1]< 0.001
Bacteroidetes38.6 [26.6-58.5]5.9 [4.7-8.1]< 0.001
Proteobacteria5.5 [2.3-10.6]0.4 [0.1-0.5]< 0.001
Clostridia36.2 [24.8-50.0]89.3 [86.7-91.0]< 0.001
Bacilli0.4 [0.2-1.1]0.1 [0.0-0.2]< 0.001
Table 3 Patients grouped with respect to excess fat mass

Patients with excess fat mass (n = 23)
Patients without excess fat mass (n = 23)
P
Age, yr58 [49-62]45 [39-59]0.033
Male/Female3/2015/8< 0.001
Body mass index, kg/m229.7 [27.0-35.6]23.6 [22.0-27.1]< 0.001
Body fat, %43.5 [37.6-47.3]28.1 [23.1-31.2]< 0.001
Free-fat mass, %56.5 [52.7-62.4]71.9 [68.8-76.9]< 0.001
Body cell mass, %29.6 [25.6-33.9]34.9 [31.2-40.6]0.001
(Body cell mass)/(free-fat mass)0.51 [0.45-0.56]0.49 [0.46-0.53]0.231
Extracellular fluid, %17.6 [16.7-18.8]21.1 [20.4-22.4]< 0.001
Total fluid, %42.0 [38.5-45.8]52.6 [50.4-56.3]< 0.001
(Extracellular fluid)/(total fluid)0.42 [0.41-0.43]0.40 [0.39.2-0.41]0.005
Phase angle, °5.4 [5.2-6.6]5.1 [4.6-5.8]0.093
Red blood cells, 1012/L4.5 [3.9-4.8]3.9 [3.3-4.6]0.097
White blood cells, 109/L5.0 [3.6-6.3]4.7 [2.9-5.7]0.465
Platelets, 109/L104 [77-150]106 [72-150]0.945
Serum albumin, g/L37.6 [34.4-42.9]34.4 [31.3-38.1]0.030
Serum total bilirubin, μmol/L20.1 [13.5-36.9]46.6 [19.1-77.9]0.037
Prothrombin (Quick test), %75 [69-92]64 [40-80]0.022
Ascites: grade 2-31 (4.3%)8 (34.8%)0.011
Esophageal varices: grade 2-38 (34.8%)9 (39.1%)0.500
Spleen length, cm15.3 [13.0-17.2]15.7 [13.1-17.1]0.759
Portal vein diameter, mm12.7 [11.0-14.2]13.0 [11.0-14.4]0.803
Hepatic encephalopathy4 (17.4%)9 (39.1%)0.095
Child-Pugh score7 [6-9]9 [7-12]0.018
Bacteroidetes46.1 [33.0-61.0]35.2 [18.3-44.1]0.039
Barnesiellaceae0.92 [0.43-2.040.04 [0.00-0.11]0.016
Marinifilaceae0.66 [0.21-1.03]0.17 [0.00-0.49]0.006
Desulfobacteria0.55 [0.29-1.53]0.18 [0.01-0.45]0.032
Bilophila0.36 [0.04-1.30]0.04 [0.00-0.18]0.016
Coriobacteriaceae0.09 [0.04-0.56]0.03 [0.00-0.06]0.004
Eggerthellaceae0.08 [0.03-0.20]0.03 [0.01-0.06]0.028
Senegalimassilia0.01 [0.00-0.05]0.00 [0.00-0.00]0.040
Slackia0.01 [0.00-0.05]0.00 [0.00-0.00]0.004
Parasutterella0.01 [0.00-0.19]0.00 [0.00-0.00]0.015
Odoribacter0.10 [0.03-0.24]0.26 [0.16-0.52]0.047
Veillonella0.01 [0.00-0.07]0.16 [0.01-0.82]0.012
Clostridiaceae0.01 [0.00-0.05]0.07 [0.00-0.29]0.041
Table 4 Significant correlations between the volumes of the body components and the taxa of the gut microbiome

Fat mass
Body cell mass
Extracellular fluid
Bacteroidetesr = 0.329; P = 0.026NSNS
Desulfobacteriar = 0.347; P = 0.018NSNS
FirmicutesNSNSr = -0.386; P = 0.008
ProteobacteriaNSNSr = 0.320; P = 0.031
BacilliNSNSr = -0.378; P = 0.009
ClostridiaNSNSr = -0.305; P = 0.039
BacteroidaceaeNSr = -0.294; P = 0.047NS
Barnesiellaceaer = 0.291; P = 0.049r = 0.332; P = 0.024NS
Clostridiaceaer = -0.326; P = 0.027NSNS
Coriobacteriaceaer = 0.319; P = 0.031NSNS
ErysipelatoclostridiaceaeNSr = 0.310; P = 0.036NS
AnaerotruncusNSr = 0.338; P = 0.022NS
Bilophilar = 0.383; P = 0.009NSr = 0.294; P = 0.048
Campylobacterr = -0.404; P = 0.005NSNS
CatenibacteriumNSr = 0.306; P = 0.040NS
Collinsellar = 0.319; P = 0.031NSNS
Megamonasr = 0.337; P = 0.022NSNS
OscillospiraNSr = 0.375; P = 0.010NS
Parasutterellar = 0.365; P = 0.013NSNS
Senegalimassiliansr = 0.379; P = 0.009NS
Slackiar = 0.439; P = 0.002NSNS
Veillonellar = -0.308; P = 0.037r = -0.294; P = 0.047NS
Table 5 Patients grouped with respect to body cell mass deficiency

Patients with body cell mass deficiency (n = 15)
Patients without body cell mass deficiency (n = 31)
P
Age, yr56 [46-63]49 [39-61]0.331
Male/Female4/1114/170.190
Body mass index, kg/m227.0 [23.8-29.0]27.1 [23.2-30.9]0.806
Body fat, %33.6 [29.8-42.7]36.3 [27.3-44.9]0.656
Free-fat mass, %66.4 [57.3-70.2]63.7 [55.1-72.7]0.656
Body cell mass, %29.0 [25.6-31.9]34.7 [30.0-37.1]0.002
(Body cell mass)/(free-fat mass)0.45 [0.41-0.46]0.53 [0.49-0.56]< 0.001
Extracellular fluid, %20.4 [17.7-21.1]19.6 [17.0-21.8]0.648
Total fluid, %48.6 [42.0-51.5]47.1 [41.0-53.3]0.926
(Extracellular fluid)/(total fluid)0.42 [0.41-0.43]0.41 [0.39-0.43]0.223
Phase angle, °4.5 [4.2-4.6]5.8 [5.2-6.5]< 0.001
Red blood cells, 1012/L3.8 [3.5-4.6]4.2 [3.6-4.8]0.211
White blood cells, 109/L4.1 [3.0-7.2]5.1 [3.3-5.9]0.159
Platelets, 109/L116 [77-170]101 [72-142]0.211
Serum albumin, g/L34.1 [29.3-37.3]37.6 [33.3-42.4]0.028
Serum total bilirubin, μmol/L46.6 [18.7-66.2]22.3 [15.0--54.6]0.314
Prothrombin (Quick test), %71 [54-92]70 [60-86]0.981
Ascites: grade 2-34 (26.7%)5 (16.1%)0.320
Esophageal varices: grade 2-34 (26.7%)13 (41.9%)0.251
Spleen length, cm15.8 [13.4-17.0]15.3 [13.0-17.2]0.864
Portal vein diameter, mm13.8 [11.0-14.4]12.7 [11.0-14.2]0.695
Hepatic encephalopathy7 (46.7%)8 (25.8%)0.141
Child-Pugh score9 [7-11]7 [6-9]0.092
Bacteroidaceae22.7 [6.8-40.8]4.0 [1.4-20.5]0.041
Eggerthella0.01 [0.00-0.03]0.00 [0.00-0.00]0.001
Erysipelatoclostridiaceae0.02 [0.01-0.08]0.11 [0.04-0.25]0.006
Coprococcus0.24 [0.06-0.68]0.68 [0.16-1.26]0.033
Intestinimonas0.00 [0.00-0.03]0.03 [0.01-0.07]0.028
Desulfovibrio0.00 [0.00-0.01]0.02 [0.00-0.38]0.043
Catenibacterium0.00 [0.00-0.00]0.00 [0.00-0.20]0.021
Senegalimassilia0.00 [0.00-0.00]0.00 [0.00-0.03]0.015
Table 6 Patients grouped with respect to excess extracellular fluid

Patients with excess extracellular fluid (n = 22)
Patients without excess extracellular fluid (n = 24)
P
Age, yr53 [39-61]57 [44-62]0.545
Male/Female10/128/160.300
Body mass index, kg/m228.1 [24.2-31.2]26.8 [22.9-29.1]0.129
Body fat, %32.4 [24.5-44.9]36.7 [30.4-42.7]0.391
Free-fat mass, %67.6 [55.1-75.5]63.3 [57.3-69.6]0.391
Body cell mass, %33.6 [28.0-40.6]32.2 [28.2-35.2]0.545
(Body cell mass)/(free-fat mass)0.50 [0.45-0.55]0.49 [0.47-0.55]0.921
Extracellular fluid, %20.9 [17.7-22.6]18.5 [17.2-20.4]< 0.001
Total fluid, %50.8 [41.2-55.9]45.9 [42.0-50.9]0.169
(Extracellular fluid)/(total fluid)0.43 [0.40-43.3]0.41 [0.39-0.42]0.042
Phase angle, °5.4 [4.6-6.3]5.2 [4.9-6.3]0.879
Red blood cells, 1012/L4.2 [3.4-4.8]4.0 [3.6-4.6]0.991
White blood cells, 109/L4.6 [2.4-6.3]5.2 [3.4-6.2]0.419
Platelets, 109/L89 [72-113]124 [76-158]0.082
Serum albumin, g/L34.5 [30.4-41.3]37.5 [34.3-40.7]0.113
Serum total bilirubin, μmol/L39.4 [18.5-66.2]24.8 [15.4-44.5]0.684
Prothrombin (Quick test), %61 [40-86]76 [70-91]0.012
Ascites: grade 2-39 (40.9%)00.001
Esophageal varices: grade 2-39 (40.9%)8 (33.3%)0.410
Spleen length, cm16.7 [14.8-18.2]14.4 [12.4-16.4]0.021
Portal vein diameter, mm13.5 [11.0-15.0]12.5 [11.0-14.0]0.180
Hepatic encephalopathy10 (45.5%)5 (20.8%)0.050
Child-Pugh score9 [6-12]7 [6-9]0.088
Proteobacteria8.93 [5.58-22.60]2.84 [1.61-5.66]< 0.001
Firmicutes31.4 [26.6-44.6]43.6 [33.4-58.7]0.023
Oscillospiraceae4.43 [1.57-8.46]8.33 [5.00-12.9]0.024
Rikenellaceae0.98 [0.03-1.78]2.83 [0.85-5.51]0.002
Actinobacteria0.56 [0.11-1.43]1.21 [0.42-5.93]0.026
Bacilli0.24 [0.15-0.52]0.54 [0.34-2.1]0.008
Christensenellaceae0.12 [000-0.43]0.43 [0.07-2.59]0.038
Collinsella0.04 [0.01-0.05]0.10 [0.02-0.24]0.030
Eggerthellaceae0.04 [0.01-0.06]0.08 [0.03-0.20]0.047
Erysipelatoclostridiaceae0.04 [0.00-0.13]0.10 [0.05-0.41]0.015
Erysipelotrichaceae0.01 [0.00-0.03]0.05 [0.01-0.11]0.003
Anaerovoraceceae0.01 [0.00-0.06]0.04 [0.01-0.11]0.027
Hungatella0.00 [0.00-0.00]0.01 [0.00-0.04]0.040
Slackia0.00 [0.00-0.00]0.00 [0.00-0.04]0.008
Peptococcaceae0.00 [0.00-0.00]0.00 [0.00-0.02]0.023
Senegalimassilia0.00 [0.00-0.00]0.01 [0.00-0.04];0.024