| Literature DB >> 27637082 |
Angela Diana1, Lai Mun Wang2, Zenobia D'Costa1, Abul Azad1, Michael A Silva3, Zahir Soonawalla3, Paul Allen2, Stanley Liu4, W Gillies McKenna1, Ruth J Muschel1, Emmanouil Fokas1,5.
Abstract
We assessed the prognostic value of hypoxia (carbonic anhydrase 9; CA9), vessel density (CD31), with macrophages (CD68) and B cells (CD20) that can interact and lead to immune suppression and disease progression using scanning and histological mapping of whole-mount FFPE pancreatectomy tissue sections from 141 primarily resectable pancreatic ductal adenocarcinoma (PDAC) samples treated with surgery and adjuvant chemotherapy. Their expression was correlated with clinicopathological characteristics, and overall survival (OS), progression-free survival (PFS), local progression-free survival (LPFS) and distant metastases free-survival (DMFS), also in the context of stroma density (haematoxylin-eosin) and activity (alpha-smooth muscle actin). The median OS was 21 months after a mean follow-up of 20 months (range, 2-69 months). The median tumor surface area positive for CA9 and CD31 was 7.8% and 8.1%, respectively. Although total expression of these markers lacked prognostic value in the entire cohort, nevertheless, high tumor compartment CD68 expression correlated with worse PFS (p = 0.033) and DMFS (p = 0.047). Also, high CD31 expression predicted for worse OS (p = 0.004), PFS (p = 0.008), LPFS (p = 0.014) and DMFS (p = 0.004) in patients with moderate density stroma. High stromal and peripheral compartment CD68 expression predicted for significantly worse outcome in patients with loose and moderate stroma density, respectively. Altogether, in contrast to the current notion, hypoxia levels in PDAC appear to be comparable to other malignancies. CD31 and CD68 constitute prognostic markers in patient subgroups that vary according to tumor compartment and stromal density. Our study provides important insight on the pathophysiology of PDAC and should be exploited for future treatments.Entities:
Keywords: desmoplastic stroma; hypoxia; macrophages; prognosis; vessel density
Mesh:
Substances:
Year: 2016 PMID: 27637082 PMCID: PMC5341946 DOI: 10.18632/oncotarget.12022
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Results of CD68 and CD20 immunohistochemistry scoring
| Immune marker | CD68 | CD20 |
|---|---|---|
| Dichotomized total score | < 8 vs ≥ 8 | < 5 vs ≥ 5 |
| Low expression | 65 (46.1) | 50 (35.5) |
| High expression | 76 (53.9) | 91 (64.5) |
| Dichotomized tumor (intraepithelial) compartment score | < 2 vs ≥ 2 | < 2 vs ≥ 2 |
| Low expression | 33 (23.4) | 118 (83.6) |
| High expression | 108 (76.6) | 23 (16.4) |
| Dichotomized stroma compartment score | < 3 vs ≥ 3 | < 2 vs ≥ 2 |
| Low expression | 30 (21.3) | 46 (32.6) |
| High expression | 111 (78.7) | 95 (67.4) |
| Dichotomized peripheral compartment score | < 3 vs ≥ 3 | < 2 vs ≥ 2 |
| Low expression | 52 (36.9) | 12 (8.5) |
| High expression | 89 (63.1) | 129 (91.5) |
Dichotomized labelling (low vs high expression) based on the median value of immune marker expression. Total score accounted for all three compartment scores (tumor, stroma, periphery).
Clinicopathological characteristics and correlation with CA9, CD31, CD68 and CD20 expression
| Low CA9 | High CA9 | Low CD31 | High CD31 | Low CD68 | High CD68 | Low CD20 | High CD20 | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| < median (65 years) | 42 (60%) | 20 (28.6%) | 30 (42.9%) | 32 (45.7%) | 0.734 | 28 (43.1%) | 34 (44.7%) | 0.843 | 22 (44.0%) | 46 (50.5%) | 0.285 | |
| ≥ median | 28 (40%) | 50 (71.4%) | 40 (57.1%) | 38 (54.3%) | 37 (56.9%) | 42 (55.3%) | 28 (56.0%) | 45 (49.5%) | ||||
| Female | 34 (48.6%) | 34 (48.6%) | 1.000 | 35 (50%) | 33 (47.1%) | 0.735 | 29 (44.6%) | 39 (51.3%) | 0.427 | 22 (44.0%) | 33 (47.1%) | 0.457 |
| Male | 36 (51.4%) | 36 (51.4%) | 35 (50%) | 37 (52.9%) | 36 (55.4%) | 37 (48.4%) | 28(50%) | 37 (52.9%) | ||||
| Head | 55 (78.6%) | 62 (88.6%) | 0.111 | 58 (82.9%) | 59 (84.3%) | 0.820 | 56 (86.2%) | 62 (81.6%) | 0.464 | 43 (86.0%) | 75 (82.4%) | 0.843 |
| Other | 15 (21.4%) | 8 (11.4%) | 12 (17.1%) | 11 (15.7%) | 9 (13.8%) | 14 (18.4%) | 7 (14.0%) | 16 (17.6%) | ||||
| pT1-2 | 42 (60%) | 42 (60%) | 1.000 | 44 (62.9%) | 40 (57.1%) | 0.490 | 43 (66.2%) | 42 (55.3%) | 0.188 | 30 (60.0%) | 55 (60.4%) | 0.959 |
| pT3-4 | 28 (40%) | 28 (40%) | 26 (37.1%) | 30 (42.9%) | 22 (33.8%) | 34 (44.7%) | 20 (40.0%) | 36 (39.6%) | ||||
| pN0 | 17 (24.3%) | 16 (22.9%) | 0.842 | 20 (28.6%) | 13 (18.6%) | 0.163 | 17 (26.2%) | 17 (22.4%) | 0.600 | 14 (28.0%) | 20 (22.0%) | 0.424 |
| pN+ | 53 (75.7%) | 54 (77.1%) | 50 (71.4%) | 57 (81.4%) | 48 (73.8%) | 59 (77.6%) | 36 (72.0%) | 71 (78.0%) | ||||
| G1 | 5 (7.1%) | 3 (4.3%) | 0.610 | 4 (5.7%) | 4 (5.7%) | 0.856 | 5 (7.1%) | 3 (4.3%) | 0.610 | 4 (6.2%) | 4 (5.3%) | 0.870 |
| G2 | 42 (60%) | 47 (67.1%) | 46 (65.7%) | 43 (61.4%) | 42 (60%) | 47 (67.1%) | 40 (61.5%) | 50 (65.8%) | ||||
| G3 | 23 (35.9%) | 20 (28.6%) | 20 (28.6%) | 23 (32.9%) | 23 (35.9%) | 20 (28.6%) | 21 (32.3%) | 22 (28.9%) | ||||
| R0 | 24 (34.3%) | 28 (40%) | 0.484 | 24 (34.3%) | 28 (40%) | 0.484 | 26 (40.0%) | 27 (35.5%) | 0.585 | 16 (32.0%) | 57 (40.7%) | 0.719 |
| R1 | 46 (65.7%) | 42 (60%) | 46 (65.7%) | 42 (60%) | 39 (60.0%) | 49 (64.5%) | 34 (68.0%) | 54 (59.3%) | ||||
| Whipples | 46 (65.7%) | 44 (62.9%) | 0.833 | 46 (65.7%) | 44 (62.9%) | 0.494 | 44 (67.7%) | 46 (60.5%) | 0.463 | 37 (74.0%) | 53 (58.2%) | 0.119 |
| Pylorus preserving | 17 (24.3%) | 20 (28.6%) | 16 (22.9%) | 21 (30.0%) | 17 (26.2%) | 21 (27.6%) | 11 (22.0%) | 27 (29.7%) | ||||
| Total pancreatectomy | 7 (10.0%) | 6 (8.6%) | 8 (11.4%) | 5 (7.1%) | 4 (6.2%) | 9 (11.8%) | 2 (4.0%) | 11 (12.1%) | ||||
| no | 52 (74.3%) | 58 (82.9%) | 0.217 | 59 (84.3%) | 51 (72.9%) | 0.099 | 57 (87.7%) | 54 (71.1%) | 39 (78.0%) | 72 (79.1%) | 0.876 | |
| yes | 18 (25.7%) | 12 (17.1%) | 11 (15.7%) | 19 (27.1%) | 8 (22.0%) | 22 (28.9%) | 11 (22.0%) | 19 (20.9%) | ||||
| no | 19 (27.1%) | 31 (44.3%) | 22 (36.8%) | 28 (40%) | 0.290 | 24 (36.9%) | 27 (35.5%) | 0.863 | 18 (36.0%) | 33 (36.3%) | 0.975 | |
| yes | 51 (72.9%) | 30 (55.7%) | 48 (68.6%) | 42 (60) | 41 (63.1%) | 49 (64.5%) | 32 (64.0%) | 58 (63.7%) | ||||
| no | 23 (32.9%) | 28 (40%) | 0.380 | 30 (42.9%) | 21 (30%) | 0.114 | 25 (38.5%) | 27 (35.5%) | 0.719 | 16 (32.0%) | 36 (39.6%) | 0.373 |
| yes | 47 (67.1%) | 42 (60%) | 40 (57.1%) | 49 (70%) | 40 (61.5%) | 49 (64.5%) | 34 (68.0%) | 55 (60.4%) | ||||
| No | 7 (10%) | 12 (17.1%) | 0.283 | 6 (8.6%) | 13 (18.6%) | 0.541 | 7 (10.8%) | 12 (15.8%) | 0.523 | 6 (12.0%) | 13 (14.3%) | 0.676 |
| 1–2 cycles | 18 (25.7%) | 12 (17.1%) | 15 (21.4%) | 15 (21.4%) | 16 (24.6%) | 14 (18.4%) | 9 (18.0%) | 21 (23.1%) | ||||
| ≥ 3 cycles | 45 (64.3%) | 46 (65.7%) | 49 (70.0%) | 42 (60.0%) | 42 (64.6%) | 50 (65.8%) | 35 (70.0%) | 57 (62.6%) |
Abbreviations: PNI, perineural/neural invasion; VI, vascular invasion; LI, lymphatic invation.
Figure 1Examples of (A) high CD31 and CA9 expression and (B) low CD31 and CA9 expression in patients with pancreatic cancer adenocarcinoma
The corresponding haematoxyllin-eosin (stroma density) and αSMA (stroma activation) images are shown as well. The left panels illustrate large pancreatectomy sections (Bar: 6 mm). The magnifications of the second, third and fourth inserts from the left are × 50, × 200 and × 400, respectively.
Figure 2Examples of (A) high CD68 expression and (B) low CD68 expression in patients with pancreatic cancer adenocarcinoma
The corresponding CD20 images are shown as well. The left panels illustrate large pancreatectomy sections (Bar: 6 mm). Black arrows indicate two lymph node metastases. The magnifications of the second, third and fourth inserts from the left are × 50, × 200 and × 400, respectively.
Univariate and multivariate analysis of prognostic factors in the entire patient cohort (n = 141)
| Univariate | Multivariate | ||||
|---|---|---|---|---|---|
| HR | 95% CI | ||||
| Lower | Upper | ||||
| CA9 (Low vs High) | 0.229 | 1.207 | 0.720 | 2.022 | 0.475 |
| CD31 (Low vs High) | 0.285 | 0.956 | 0.583 | 1.569 | 0.860 |
| CD68 (Low vs High) | 0.623 | 1.032 | 0.860 | 1.237 | 0.738 |
| CD20 (Low vs High) | 0.864 | 1.048 | 0.637 | 1.724 | 0.854 |
| Age (< median(65) vs ≥ median) | 0488 | 1.180 | 0.702 | 1.985 | 0.532 |
| Sex (male vs female) | 0.291 | 1.176 | 0.722 | 1.917 | 0.514 |
| Tumour localisation (head vs other) | 0.204 | 0.633 | 0.279 | 1.436 | 0.274 |
| pT-stage (pT1-2 vs pT3-4) | 0.495 | 0.295 | 0.829 | ||
| pN-stage (pN0 vs pN+) | 0.001 | 1.874 | 0.927 | 3.786 | 0.080 |
| Grading (G1 vs G2 vs G3) | 0.056 | 1.252 | 0.815 | 1.926 | 0.305 |
| Resection margins (R0 vs R1) | 0.001 | 1.374 | 0.769 | 2.453 | 0.283 |
| Type of surgery (W vs PP vs TP) | 0762 | 1.170 | 0.745 | 1.839 | 0.496 |
| PNI (no vs yes) | 1.695 | 0.977 | 2.941 | 0.060 | |
| VI (no vs yes) | 1.633 | 0.883 | 3.023 | 0.118 | |
| LI (no vs yes) | 0.11 | 0.923 | 0.516 | 1.650 | 0.787 |
| Chemotherapy (no vs 1-2 cycles vs ≥ 3 cycles) | 0.564 | 0.406 | 0.782 | ||
| CA9 (Low vs High) | 0.388 | 1.100 | 0.680 | 1.780 | 0.697 |
| CD31 (Low vs High) | 0.349 | 0.894 | 0.569 | 1.406 | 0.628 |
| CD68 (Low vs High) | 0.745 | 1.010 | 0.849 | 1.202 | 0.908 |
| CD20 (Low vs High) | 0.623 | 0.912 | 0.586 | 1.419 | 0.683 |
| Age (< median(65) vs ≥ median) | 0.532 | 1.168 | 0.713 | 1.914 | 0.538 |
| Sex (male vs female) | 0.790 | 1.041 | 0.661 | 1.638 | 0.864 |
| Tumour localisation (head vs other) | 0.204 | 0.700 | 0.343 | 1.429 | 0.327 |
| pT-stage (pT1-2 vs pT3-4) | 0.557 | 0.350 | 0.887 | ||
| pN-stage (pN0 vs pN+) | 2.537 | 1.309 | 4.916 | ||
| Grading (G1 vs G2 vs G3) | 1.476 | 0.991 | 2.197 | 0.055 | |
| Resection margins (R0 vs R1) | 1.354 | 0.798 | 2.300 | 0.261 | |
| Type of surgery (W vs PP vs TP) | 0.704 | 1.022 | 0.691 | 1.510 | 0.915 |
| PNI (no vs yes) | 1.878 | 1.111 | 3.177 | 0.019 | |
| VI (no vs yes) | 0.007 | 1.473 | 0.854 | 2.542 | 0.164 |
| LI (no vs yes) | 0.077 | 0.961 | 0.576 | 1.605 | 0.880 |
| Chemotherapy (no vs 1-2 cycles vs ≥ 3 cycles) | 0.692 | 0.509 | 0.941 | ||
| CA9 (Low vs High) | 0.375 | 1.130 | 0.682 | 1.874 | 0.634 |
| CD31 (Low vs High) | 0.252 | 1.015 | 0.630 | 1.636 | 0.950 |
| CD68 (Low vs High) | 0.446 | 1.046 | 0.874 | 1.252 | 0.625 |
| CD20 (Low vs High) | 0.850 | 1.011 | 0.631 | 1.622 | 0.962 |
| Age (< median(65) vs ≥ median) | 0.222 | 1.414 | 0.845 | 2.367 | 0.187 |
| Sex (male vs female) | 0.435 | 1.276 | 0.805 | 2.021 | 0.299 |
| Tumour localisation (head vs other) | 0.186 | 0.689 | 0.318 | 1.494 | 0.345 |
| pT-stage (pT1-2 vs pT3-4) | 0.612 | 0.375 | 1.000 | ||
| pN-stage (pN0 vs pN+) | 1.930 | 0.980 | 3.799 | 0.057 | |
| Grading (G1 vs G2 vs G3) | 0.064 | 1.241 | 0.824 | 1.868 | 0.301 |
| Resection margins (R0 vs R1) | 1.496 | 0.858 | 2.609 | 0.156 | |
| Type of surgery (W vs PP vs TP) | 0.814 | 1.056 | 0.687 | 1.624 | 0.804 |
| PNI (no vs yes) | 1.960 | 1.139 | 3.374 | ||
| VI (no vs yes) | 1.543 | 0.851 | 2.796 | 0.153 | |
| LI (no vs yes) | 0.937 | 0.541 | 1.622 | 0.816 | |
| Chemotherapy (no vs 1-2 cycles vs ≥ 3 cycles) | 0.606 | 0.442 | 0.830 | ||
| CA9 (Low vs High) | 0.405 | 1.189 | 0.728 | 1.944 | 0.489 |
| CD31 (Low vs High) | 0.342 | 0.880 | 0.550 | 1.408 | 0.594 |
| CD68 (Low vs High) | 0.949 | 0.965 | 0.810 | 1.150 | 0.688 |
| CD20 (Low vs High) | 0.526 | 0.848 | 0.536 | 1.341 | 0.481 |
| Age (< median(65) vs ≥ median) | 0.818 | 1.042 | 0.628 | 1.729 | 0.874 |
| Sex (male vs female) | 0.452 | 1.119 | 0.701 | 1.786 | 0.637 |
| Tumour localisation (head vs other) | 0.291 | 0.674 | 0.318 | 1.428 | 0.303 |
| pT-stage (pT1-2 vs pT3-4) | 0.409 | 0.250 | 0.671 | ||
| pN-stage (pN0 vs pN+) | 2.347 | 1.197 | 4.600 | ||
| Grading (G1 vs G2 vs G3) | 1.485 | 0.982 | 2.243 | 0.061 | |
| Resection margins (R0 vs R1) | 1.351 | 0.779 | 2.342 | 0.284 | |
| Type of surgery (W vs PP vs TP) | 0.428 | 1.010 | 0.666 | 1.530 | 0.963 |
| PNI (no vs yes) | 1.590 | 0.926 | 2.730 | 0.093 | |
| VI (no vs yes) | 1.640 | 0.933 | 2.882 | 0.086 | |
| LI (no vs yes) | 0.078 | 0.963 | 0.568 | 1.634 | 0.890 |
| Chemotherapy (no vs 1-2 cycles vs ≥ 3 cycles) | 0.706 | 0.510 | 0.976 | ||
Abbreviations: HR. hazard ratio; CI, confidence interval; W, Whipples; PP, partial pancreatectomy; TP, total pancreatectomy; VI, vascular invasion; LI, lymphatic invasion; PNI, perineural/neural invasion; OS, overall survival; PFS, progression-free survival; LFFS, local failure-free survival; DMFS, distant metastases-free survival;
Significant values have been marked with bold.
Figure 3Prognostic impact of tumor compartment CD68 expression on progression-free survival (PFS) and and distant metastases free survival (DMFS) in the entire cohort, as indicated
Only significant data are shown here. Analysis was based on the dichotomized tumor compartment CD68 score in resected patient samples (cut-off according to median value of tumor compartment score).
Prognostic impact of CA9 and CD31 according to stroma density and activation
| Marker expression (high vs low) | OS | PFS | LPFS | DMFS |
|---|---|---|---|---|
| CA9 | ||||
| Dense stroma | 0.715 | 0.517 | 0.775 | 0.860 |
| Moderate stroma | 0.913 | 0.617 | 0.879 | 0.756 |
| Loose Stroma | 0.658 | 0.985 | 0.667 | 0.889 |
| CD31 | ||||
| Dense stroma | 0.303 | 0.163 | 0.250 | 0.263 |
| Moderate stroma | ||||
| Loose Stroma | 0.415 | 0.147 | 0.772 | 0.162 |
| CA9 | ||||
| Absent/low SMA | 0.420 | 0.542 | 0.283 | 0.791 |
| Moderate/strong SMA | 0.702 | 0.821 | 0.905 | 0.681 |
| CD31 | ||||
| Absent/low SMA | 0.702 | 0.338 | 0.462 | 0.241 |
| Moderate/strong SMA | 0.258 | 0.432 | 0.285 | 0.520 |
Abbreviations: OS, overall survival; PFS, progression-free survival; LFFS, local failure-free survival; DMFS, distant metastases-free survival; significant values have been marked with bold.
Figure 4Prognostic impact of total CD31 expression on overall survival (OS), progression-free survival (PFS), local progression-free survival (LPFS) and distant metastases free survival (DMFS) in patients with tumors of moderate stroma density, as indicated
Analysis was based on the dichotomized percentage of CD31 surface area expression in resected patient samples (cut-off according to median value of surface area expression percentage).
Prognostic impact of CD68 and CD20 according to stroma density
| Marker expression (high vs low) | OS | PFS | LPFS | DMFS |
|---|---|---|---|---|
| Total CD68 | ||||
| Dense stroma | 0.725 | 0.954 | 0.509 | 0.804 |
| Moderate stroma | 0.307 | 0.102 | 0.096 | 0.940 |
| Loose Stroma | 0.399 | 0.256 | 0.988 | 0.283 |
| Total CD20 | ||||
| Dense stroma | 0.736 | 0.701 | 0.753 | 0.804 |
| Moderate stroma | 0.373 | 0.955 | 0.975 | 0.940 |
| Loose Stroma | 0.366 | 0.269 | 0.199 | 0.333 |
| Stromal compartment CD68 | ||||
| Dense stroma | 0.370 | 0.884 | 0.439 | 0.964 |
| Moderate stroma | 0.454 | 0.185 | 0.305 | 0.243 |
| Loose Stroma | 0.331 | 0.182 | ||
| Stromal compartment CD20 | ||||
| Dense stroma | 0.473 | 0.196 | 0.210 | 0.235 |
| Moderate stroma | 0.647 | 0.827 | 0.957 | 0.834 |
| Loose Stroma | 0.214 | 0.514 | 0.333 | 0.536 |
| Tumor compartment CD68 | ||||
| Dense stroma | 0.113 | 0.126 | 0.133 | 0.196 |
| Moderate stroma | 0.292 | 0.063 | 0.105 | 0.069 |
| Loose Stroma | 0.748 | 0.775 | 0.496 | 0.796 |
| Tumor compartment CD20 | ||||
| Dense stroma | N/A | N/A | N/A | N/A |
| Moderate stroma | 0.678 | 0.981 | 0.609 | 0.823 |
| Loose Stroma | N/A | N/A | N/A | N/A |
| Peripheral compartment CD68 | ||||
| Dense stroma | 0.432 | 0.398 | 0.460 | 0.559 |
| Moderate stroma | 0.065 | |||
| Loose Stroma | 0.153 | 0.985 | 0.372 | 0.989 |
| Peripheral compartment CD20 | ||||
| Dense stroma | 0.483 | 0.544 | 0.089 | 0.097 |
| Moderate stroma | 0.785 | 0.189 | 0.375 | 0.272 |
| Loose Stroma | 0.393 | 0.761 | 0.693 | 0.601 |
Abbreviations: OS, overall survival; PFS, progression-free survival; LFFS, local failure-free survival; DMFS, distant metastases-free survival; significant values have been marked with bold.