Effects of the subtypes of apolipoprotein E on immune inhibition and prognosis in patients with Hepatocellular Carcinoma
- Open Access
- 01.07.2024
- Research
Abstract
Introduction
Methods and materials
Patients and samples
Flow cytometry
Tissue microarrays construction
Immunohistochemistry (IHC)
Immunohistofluorescence (IHF)
Statistics
Results
Relevance between the level of apoE and the abundance of immune suppressor cells in peripheral blood of HCC patients
The relevance between the levels of apoE in plasma and phenotypes/abundance of MDSCs in peripheral blood
The relevance between the levels of apoE in plasma and phenotypes/abundance of immunosuppressive T lymphocytes in peripheral blood of HCC patients
Evaluating the apoE expression in HCC tissues
Detecting the infiltration of MDSCs in the HCC tissues
The statistics of the clinical and experimental characteristics and survival analysis of cohort II
Variate | Reference | Mean±SD/count/proportion | Reference intervals for clinical laboratory tests at Zhongshan Hospital, Fudan University |
|---|---|---|---|
Age | year | 54.3 ± 10.98 | |
≤ 67/>67 | 39/319 | ||
Gender | female/male | 50/310 | |
Liver disease backgrounds | |||
Virus hepatitis | |||
HBsAg | -/+ | 42/315 | |
HBVDNA | 50IU/mL | 65161.47 ± 210997.77 | Real-time PCR with lower limit: 50IU/mL |
-/+ | 188/153 | ||
Liver cirrhosis (pathology) | -/+ | 80/269 | |
G score | 0/1, 2/3, 4 | 26/288/38 | |
S score | 0/1, 2/3, 4 | 45/93/214 | |
Liver cirrhosis nodules | cm | 0.35 ± 0.2 | |
Steatosis (pathology) | -/+ | 258/102 | |
Tumour pathology | |||
Tumour counting | 1/>1 | 290/67 | |
Sum of diameters of the tumours | cm | 5.07 ± 2.98 | |
≤ 5.0cm/>5.0cm | 217/129 | ||
Grade of differentiation | High/Medium/Low | 8/301/47 | |
Tumour capsule | Complete/None or uncomplete | 232/121 | |
Gross tumour emboli | -/+ | 350/9 | |
Microscopic tumour emboli | -/+ | 223/133 | |
Laboratory examination | |||
Liver function test and metabolism | |||
Protein metabolism: Albumin | g/L | 40.32 ± 3.06 | 35–55 |
< 35/35–55/>55 | 0/344/15 | ||
Bilirubin metabolism test | |||
TB | µmol/L | 11.6 ± 5.06 | 3.4–20.4 |
< 3.4/3.4–20.4/>20.4 | 0/334/25 | ||
DBIL | µmol/L | 4.66 ± 1.88 | 0.0-6.8 |
≤ 6.8/>6.8 | 299/46 | ||
Enzymology test | |||
ALT | U/L | 36.37 ± 24.04 | 7–40 |
< 7/7–40/>40 | 2/238/117 | ||
AST | U/L | 35.75 ± 17.61 | 13–35 |
< 13/13–35/>35 | 1/206/138 | ||
γ-GT | U/L | 69.62 ± 62.75 | 7–45 |
Glycometabolism: blood glucose | mmol/L | 5.46 ± 1.55 | 3.9–5.6 |
< 3.9/3.9–5.6/>5.6 | 4/255/88 | ||
Coagulation function | |||
PT | s | 12.32 ± 0.8 | 10.0–13.0 |
< 10.0/10.0–13.0/>13.0 | 0/290/69 | ||
INR | 1.06 ± 0.07 | 0.50–1.20 | |
Lipid metabolism | |||
Triglyceride(TG) | mmol/L | 1.17 ± 0.58 | < 1.70 |
< 1.70/≥1.70 | 288/46 | ||
Cholesterol (CHO) | mmol/L | 4.21 ± 0.92 | < 5.20 |
< 5.20/>5.20 | 295/39 | ||
HDL | % | 1.28 ± 0.38 | > 1.04 |
> 1.04/≤1.04 | 240/94 | ||
N-HDL | mg/L | 2.93 ± 0.88 | < 4.10 |
< 4.10/≥4.10 | 302/32 | ||
LDL | mmol/L | 2.4 ± 0.8 | < 3.40 |
< 3.4/≥3.4 | 305/29 | ||
apoA I | g/L | 1.18 ± 0.27 | 1.0-1.9 |
< 1.0/1.0-1.9/>1.9 | 80/250/4 | ||
apoB | g/L | 0.75 ± 0.22 | 0.75–1.50 |
< 0.75/0.75–1.50/>1.50 | 181/152/1 | ||
apoE | mg/L | 39.82 ± 12.6 | 29–53 |
< 29/29–53/>53 | 65/225/44 | ||
LPA | ng/mL | 176.95 ± 226.89 | 0-300 |
≤ 300/>300 | 279/55 | ||
Liver fibrosis marker: type III procollagen | ng/mL | 12.47 ± 9.76 | < 15 |
≤ 15/>15 | 257/79 | ||
Tumour biomarkers | |||
AFP | ng/mL | 2944.34 ± 9484.39 | < 20.0 |
< 20/≥20 | 168/191 | ||
< 400/≥400 | 265/94 | ||
CA19-9 | U/mL | 23.07 ± 57.02 | < 34 |
< 34/≥34 | 283/43 | ||
CEA | ng/mL | 2.73 ± 1.78 | < 5 |
< 5/≥5 | 304/24 | ||
CRP | /uL | 4 ± 10.53 | 0.0–3.0 |
≤ 3.0/>3.0 | 243/78 | ||
IHF (byH-score) | |||
PMN-MDSCs counting | 201.44 ± 587.19 | ||
PMN-MDSCsproportion | % | 11.01 ± 19.67 | |
M-MDSCs counting | 7556.24 ± 5477.21 | ||
M-MDSCs proportion | % | 64.11 ± 37.74 | |
PMN-MDSCs-M-MDSCs ratio (PMN-MDSCs/M-MDSCs) | 2.06 ± 29.98 | ||
IHC (byH-score) | |||
apoE2 | 15.50 ± 12.74 | ||
apoE3 | 14.96 ± 13.04 | ||
apoE4 | 12.86 ± 9.09 | ||
Sum of apoE | 42.97 ± 28.25 | ||
apoE2-apoE4 ratio (apoE2/apoE4) | 1.48 ± 1.28 | ||
Proportion of apoE2 in sum of apoE (apoE2%) | % | 35.01 ± 16.91 | |
Proportion of apoE3 in sum of apoE (apoE3%) | % | 32.68 ± 16.91 | |
Proportion of apoE4 in sum of apoE (apoE4%) | % | 32.40 ± 14.12 | |
ARG | 2.81 ± 3.12 | ||
iNOS | 2.85 ± 5.23 |
Variate | Reference | OS | RFS | ||||||
|---|---|---|---|---|---|---|---|---|---|
Univariate COX regression HR(95%CI) | P value | Multivariate COX regression HR(95%CI) | P value | Univariate COX regression HR(95%CI) | P value | Multivariate COX regression HR(95%CI) | P value | ||
Age | year | ||||||||
≤ 67/>67 | 0.5467 (0.2874-1.040) | 0.0657 | 0.844 (0.5572–1.278) | 0.4233 | |||||
Gender | female/male | 1.339 (0.7841–2.287) | 0.2849 | 1.399 (0.9304–2.104) | 0.1067 | ||||
Liver disease backgrounds | |||||||||
Virus hepatitis | |||||||||
HBsAg | -/+ | 0.9958 (0.5998–1.653) | 0.9871 | 0.9958 (0.6746-1.470) | 0.9832 | ||||
HBV DNA | 50IU/mL | 1.292 (0.9917–1.683) | 0.0577 | 0.5650(0.3790–0.8430) | 0.016 | ||||
-/+ | 1.190 (0.8503–1.666) | 0.3100 | 0.9409 (0.5123–1.728) | 0.8444 | |||||
Liver cirrhosis (pathology) | -/+ | 1.280 (1.066–1.536) | 0.0080 | 1.226 (1.065–1.412) | 0.0047 | 1.303(1.086–1.564) | 0.004 | ||
G score | 0/1, 2/3, 4 | 2.005 (0.8846–4.542) | 0.0957 | 1.705 (0.9527-3.050) | 0.0724 | ||||
S score | 0/1, 2/3, 4 | 1.411 (0.9918–2.009) | 0.0556 | 1.162(1.056–1.280) | 0.0021 | ||||
Liver cirrhosis nodules | cm | 1.721 (1.053–2.814) | 0.0304 | 1.016 (0.6522–1.583) | 0.9443 | ||||
Steatosis (pathology) | -/+ | 0.9219 (0.6377–1.333) | 0.6653 | 1.023 (0.7702–1.359) | 0.8745 | ||||
Tumour pathology | |||||||||
Tumour counting | 1/>1 | 1.627 (1.111–2.382) | 0.0124 | 1.764 (1.302–2.391) | 0.0002 | ||||
Sum of diameters of the tumours | cm | ||||||||
≤ 5.0cm/>5.0cm | 1.619 (1.155–2.271) | 0.0052 | 1.554 (1.191–2.028) | 0.0012 | 1.860(1.248–2.774) | 0.002 | |||
Grade of differentiation | High/Medium/Low | 0.9062 (0.1262–6.509) | 0.9220 | 1.844 (0.2578–13.19) | 0.5421 | ||||
Tumour capsule | Complete/None or uncomplete | 1.248 (0.8877–1.755) | 0.2024 | 1.084 (0.8254–1.425) | 0.5605 | ||||
Gross tumour emboli | -/+ | 0.8033 (0.2559–2.522) | 0.7075 | 1.670 (0.8247–3.383) | 0.1542 | ||||
Microscopic tumour emboli | -/+ | 1.289 (0.9209–1.805) | 0.1389 | 1.264 (0.9715–1.645) | 0.0811 | ||||
Laboratory examination | |||||||||
Liver function test and metabolism | |||||||||
Protein metabolism: Albumin | g/L | ||||||||
< 35/35–55/>55 | 2.069 (1.089–3.930) | 0.0264 | 1.415 (0.7936–2.525) | 0.2392 | |||||
Bilirubin metabolism test | |||||||||
TB | µmol/L | ||||||||
< 3.4/3.4–20.4/>20.4 | 1.645 (0.9473–2.856) | 0.0771 | 3.331(1.348–8.230) | 0.009 | 1.291 (0.7978–2.089) | 0.2983 | |||
DBIL | µmol/L | ||||||||
≤ 6.8/>6.8 | 1.463 (0.9349-2.29) | 0.0958 | 1.623 (1.135–2.319) | 0.0079 | 1.777(1.070–2.950) | 0.026 | |||
Enzymology test | |||||||||
ALT | U/L | ||||||||
< 7/7–40/>40 | 1.01 (0.7171–1.421) | 0.9564 | 1.110 (0.8503-1.45) | 0.4418 | |||||
AST | U/L | ||||||||
< 13/13–35/>35 | 1.434 (1.025–2.005) | 0.0352 | 1.538 (1.182–2.002) | 0.0013 | 1.586(1.092–2.304) | 0.016 | |||
γ-GT | U/L | 1.462 (1.042–2.052) | 0.0281 | 2.916(1.438–5.915) | 0.003 | 1.503 (1.155–1.955) | 0.0024 | ||
Glycometabolism: blood glucose | mmol/L | ||||||||
< 3.9/3.9–5.6/>5.6 | 1.098 (0.7668–1.571) | 0.6111 | 1.01 (0.7548–1.352) | 0.9453 | |||||
Coagulation function | |||||||||
PT | s | ||||||||
< 10.0/10.0–13.0/>13.0 | 0.8818 (0.5765–1.349) | 0.5618 | 1.084 (0.7892–1.489) | 0.6178 | |||||
INR | 1.027 (0.4206–2.507) | 0.9534 | 0.9670 (0.4775–1.958) | 0.9257 | |||||
Lipid metabolism | |||||||||
Triglyceride (TG) | mmol/L | 0.7015 (0.4100–1.200) | 0.1958 | ||||||
< 1.70/≥1.70 | 0.7507 (0.4983–1.131) | 0.1703 | |||||||
Cholesterol (CHO) | mmol/L | ||||||||
< 5.20/>5.20 | 1.037 (0.6152–1.748) | 0.8912 | 1.279 (0.8649–1.891) | 0.2177 | |||||
HDL | % | ||||||||
> 1.04/≤1.04 | 1.027 (0.7075–1.491) | 0.8878 | 0.9558 (0.7110–1.285) | 0.7644 | |||||
N-HDL | mg/L | ||||||||
< 4.10/≥4.10 | 0.9463 (0.5230–1.712) | 0.8552 | 1.057 (0.6742–1.658) | 0.8081 | |||||
LDL | mmol/L | ||||||||
< 3.4/≥3.4 | 1.127 (0.6230–2.040) | 0.6919 | 1.115 (0.7041–1.767) | 0.6420 | |||||
apoA I | g/L | ||||||||
< 1.0/1.0-1.9/>1.9 | 0.8749 (0.6051–1.265) | 0.4777 | 0.8049 (0.6004–1.079) | 0.1468 | |||||
apoB | g/L | ||||||||
< 0.75/0.75–1.50/>1.50 | 1.202 (0.8574–1.685) | 0.2858 | 1.229 (0.9421–1.602) | 0.1285 | |||||
apoE | mg/L | ||||||||
< 29/29–53/>53 | 1.195 (0.8895–1.605) | 0.2370 | 1.035 (0.8216–1.303) | 0.7723 | |||||
LPA | ng/mL | ||||||||
≤ 300/>300 | 0.9897 (0.6210–1.577) | 0.9652 | 0.9494 (0.6554–1.375) | 0.7835 | |||||
Liver fibrosis marker: type III procollagen | ng/mL | 1.025 (0.6853–1.534) | 0.9028 | 1.057 (0.7737–1.444) | 0.7281 | ||||
≤ 15/>15 | |||||||||
Tumour biomarkers | |||||||||
AFP | ng/mL | ||||||||
< 20/≥20 | |||||||||
< 400/≥400 | 1.228 (0.8521–1.769) | 0.2708 | 1.885(0.9780–3.632) | 0.058 | 1.275 (0.9585–1.695) | 0.0951 | |||
CA19-9 | U/mL | ||||||||
< 34/≥34 | 1.210 (0.7440–1.968) | 0.4422 | 0.8489 (0.5631-1.280) | 0.4340 | |||||
CEA | ng/mL | ||||||||
< 5/≥5 | 0.7514 (0.3675–1.536) | 0.4336 | 0.7075 (0.4115–1.217) | 0.2109 | |||||
CRP | /uL | ||||||||
≤ 3.0/>3.0 | 0.8692 (0.5708–1.324) | 0.5135 | 0.9663 (0.7011–1.332) | 0.8340 | |||||
IHF (by H-score) | |||||||||
PMN-MDSCs counting | 1.360 (0.9641–1.918) | 0.0798 | 1.551 (1.184–2.032) | 0.001437 | 3.762(2.097–6.749) | 0.00000887 | |||
PMN-MDSCs proportion | % | 1.238 (0.8845–1.733) | 0.2134 | 1.386 (1.072–1.793) | 0.01272 | ||||
M-MDSCs counting | 1.272 (0.9160–1.766) | 0.1509 | 1.314 (1.014–1.703) | 0.038659 | |||||
M-MDSCs proportion | % | 1.343(0.9640–1.870) | 0.0810 | 1.538 (1.179–2.008) | 0.00153 | 2.139(1.470–3.112) | 0.00007 | ||
PMN-MDSCs-M-MDSCs ratio (PMN-MDSCs/M-MDSCs) | 1.290 (0.9086–1.831) | 0.1545 | 1.397 (1.061–1.841) | 0.0174 | 0.4540(0.2580–0.7990) | 0.006 | |||
IHC (by H-score) | |||||||||
apoE2 | 1.653 (1.161–2.353) | 0.0053 | 6.140(2.543–14.83) | 0.00005 | 0.7350 (0.545–0.9920) | 0.0440 | |||
apoE3 | 1.961 (1.031–3.729) | 0.0400 | 1.696 (1.155–2.491) | 0.0070 | |||||
apoE4 | 3.041 (1.599–5.784) | 0.0007 | 7.001(1.620–30.25) | 0.009 | 1.704 (1.161–2.502) | 0.0065 | 1.787(1.017–3.140) | 0.044 | |
Sum of apoE | 1.588 (0.9799–2.573) | 0.0605 | 1.400 (1.071–1.830) | 0.0139 | 1.477(1.014–2.151) | 0.042 | |||
apoE2-apoE4 ratio (apoE2/apoE4) | 1.642 (1.126–2.397) | 0.0101 | 1.431 (1.027–1.994) | 0.0343 | |||||
Proportion of apoE2 in sum of apoE (apoE2%) | % | 1.362 (0.8487–2.184) | 0.2006 | 1.287 (0.9950–1.666) | 0.0550 | ||||
Proportion of apoE3 in sum of apoE (apoE3%) | % | 1.456 (1.046–2.027) | 0.0260 | 1.326 (1.024–1.717) | 0.0325 | ||||
Proportion of apoE4 in sum of apoE (apoE4%) | % | 1.523 (1.081–2.144) | 0.0161 | 1.280 (0.9290–1.763) | 0.1314 | ||||
ARG | 2.312 (1.374–3.889) | 0.0016 | 0.819 (0.6320–1.061) | 0.1305 | |||||
iNOS | 1.383 (0.9811–1.949) | 0.0642 | 0.7560 (0.5810–0.9850) | 0.038264 | |||||