Background
Methods
Patients and samples
Construction of tissue microarray (TMA)
Immunohistochemical staining
Evaluation of PD-L1 and pSTAT3 immunohistochemistry
Fluorescence in situ hybridization for PD-L1 gene
Statistical analysis
Results
Clinicopathologic characteristics
Clinicopathologic characteristics | Total | GCB | Non-GCB | p-value |
---|---|---|---|---|
Age | ||||
≤ 60 | 53 (50%) | 17 (63%) | 31 (43%) | 0.078# |
> 60 | 54 (50%) | 10 (37%) | 41 (57%) | |
Sex | ||||
Male | 61 (57%) | 7 (26%) | 34 (47%) | 0.055# |
Female | 46 (43%) | 20 (74%) | 38 (53%) | |
Primary site | ||||
Nodal | 54 (50%) | 23 (85%) | 51 (71%) | 0.196† |
Extranodal | 53 (49%) | 4 (15%) | 21 (29%) | |
B symptoms | ||||
Absent | 85 (79%) | 25 (93%) | 55 (76%) | 0.088† |
Present | 22 (21%) | 2 (7%) | 17 (24%) | |
ECOG PS | ||||
< 2 | 97 (91%) | 26 (96%) | 64 (89%) | 0.437† |
≥ 2 | 10 (9%) | 1 (4%) | 8 (11%) | |
Serum lactate dehydrogenase | ||||
Normal | 54 (50%) | 18 (69%) | 32 (46%) | 0.040# |
Elevated | 50 (47%) | 8 (31%) | 38 (54%) | |
Unknown | 3 (3%) | |||
No. of extranodal sites | ||||
< 2 | 81 (76%) | 17 (63%) | 33 (46%) | 0.129# |
≥ 2 | 26 (24%) | 10 (37%) | 39 (54%) | |
Ann Arbor stage | ||||
I–II | 56 (52%) | 17 (63%) | 35 (49%) | 0.203† |
III–IV | 51 (48%) | 10 (37%) | 37 (51%) | |
International prognostic index | ||||
0–2 | 71 (66%) | 22 (81%) | 44 (61%) | 0.056# |
3–5 | 36 (34%) | 5 (19%) | 28 (39%) | |
Bone marrow involvement | ||||
Absent | 84 (79%) | 25 (96%) | 55 (85%) | 0.168† |
Present | 14 (13%) | 1 (4%) | 10 (15%) | |
Unknown | 9 (8%) | |||
Bulky mass (cm) | ||||
< 10 | 98 (92%) | 25 (93%) | 66 (92%) | > 0.999† |
≥10 | 9 (8%) | 2 (7%) | 6 (8%) | |
Hans classification | ||||
GCB | 27 (25%) | 27 (100%) | 0 (0%) | NA |
Non-GCB | 72 (67%) | 0 (0%) | 72 (100%) | |
Unclassifiable | 8 (8%) | |||
BCL2 expression | ||||
Negative | 42 (39%) | 13 (50%) | 24 (33%) | 0.133# |
Positive | 65 (61%) | 13 (50%) | 48 (67%) | |
BCL6 expression | ||||
Negative | 60 (56%) | 8 (30%) | 44 (61%) | 0.005# |
Positive | 47 (44%) | 19 (70%) | 28 (39%) | |
CD10 expression | ||||
Negative | 92 (86%) | 12 (44%) | 72 (100%) | < 0.001† |
Positive | 15 (14%) | 15 (56%) | 0 (0%) | |
MUM1 expression | ||||
Negative | 41 (38%) | 25 (93%) | 8 (11%) | < 0.001† |
Positive | 66 (62%) | 2 (7%) | 64 (89%) | |
Treatment regimen | ||||
R-CHOP | 93 (87%) | 23 (85%) | 64 (89%) | 0.731† |
Others | 14 (13%) | 4 (15%) | 8 (11%) | |
Total N (%) | 107 (100%) |
Association between clinicopathologic variables and protein expression and gene alteration of PD-L1 and pSTAT3 expression
Clinicopathologic characteristics | PD-L1 expression in tumor cells (PD-L1t) | PD-L1 expression in immune cells (PD-L1i) | PD-L1 genetic alteration in tumor cells (PD-L1 GA) | pSTAT3a expression in tumor cells | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PD-L1t− | PD-L1t+ | p value | PD-L1i− | PD-L1i+ | p value | PD-L1 GA− | PD-L1 GA+ | p value | pSTAT3− (< 40%) | pSTAT3+ (> 40%) | p value | |
Age | ||||||||||||
≤ 60 | 40 (48%) | 13 (57%) | 0.449# | 38 (55%) | 15 (39%) | 0.122# | 43 (47%) | 7 (70%) | 0.196† | 34 (54%) | 19 (43%) | 0.272# |
> 60 | 44 (52%) | 10 (43%) | 31 (45%) | 23 (61%) | 49 (53%) | 3 (30%) | 29 (46%) | 25 (57%) | ||||
Sex | ||||||||||||
Male | 49 (58%) | 12 (52%) | 0.597# | 40 (58%) | 21 (55%) | 0.787# | 52 (57%) | 6 (60%) | 1.000† | 33 (52%) | 28 (64%) | 0.247# |
Female | 35 (42%) | 11 (48%) | 29 (42%) | 17 (45%) | 40 (43%) | 4 (40%) | 30 (48%) | 16 (36%) | ||||
Primary site | ||||||||||||
Nodal | 44 (52%) | 10 (43%) | 0.449# | 33 (48%) | 21 (55%) | 0.462# | 50 (54%) | 2 (20%) | 0.049† | 27 (43%) | 27 (61%) | 0.060# |
Extranodal | 40 (48%) | 13 (57%) | 36 (52%) | 17 (45%) | 42 (46%) | 8 (80%) | 36 (57%) | 17 (39%) | ||||
B symptoms | ||||||||||||
Absent | 68 (81%) | 17 (74%) | 0.561† | 55 (80%) | 30 (79%) | 0.926# | 77 (84%) | 6 (60%) | 0.087† | 48 (76%) | 37 (84%) | 0.320# |
Present | 16 (19%) | 6 (26%) | 14 (20%) | 8 (21%) | 15 (16%) | 4 (40%) | 15 (24%) | 7 (16%) | ||||
ECOG PS | ||||||||||||
< 2 | 77 (92%) | 20 (87%) | 0.445† | 61 (88%) | 36 (95%) | 0.489† | 85 (92%) | 8 (80%) | 0.214† | 56 (89%) | 41 (93%) | 0.520† |
≥ 2 | 7 (8%) | 3 (13%) | 8 (12%) | 2 (5%) | 7 (8%) | 2 (20%) | 7 (11%) | 3 (7%) | ||||
Serum lactate dehydrogenasea | ||||||||||||
Normal | 45 (56%) | 9 (39%) | 0.164# | 34 (52%) | 20 (53%) | 0.913# | 47 (51%) | 5 (50%) | 1.000† | 32 (52%) | 22 (49%) | 0.896# |
Elevated | 36 (44%) | 14 (61%) | 32 (48%) | 18 (47%) | 42 (49%) | 5 (50%) | 29 (48%) | 21 (51%) | ||||
No. of extranodal sites | ||||||||||||
< 2 | 65 (77%) | 16 (70%) | 0.439# | 54 (78%) | 27 (71%) | 0.405# | 71 (78%) | 5 (50%) | 0.118† | 51 (81%) | 30 (68%) | 0.130# |
≥ 2 | 19 (23%) | 7 (30%) | 15 (22%) | 11 (29%) | 21 (22%) | 5 (50%) | 12 (19%) | 14 (32%) | ||||
Ann Arbor stage | ||||||||||||
I–II | 45 (54%) | 11 (48%) | 0.625# | 38 (55%) | 18 (47%) | 0.445# | 50 (%) | 5 (50%) | 1.000† | 37 (59%) | 19 (43%) | 0.113# |
III–IV | 39 (46%) | 12 (52%) | 31 (45%) | 20 (53%) | 42 (%) | 5 (50%) | 26 (41%) | 25 (57%) | ||||
International prognostic index | ||||||||||||
0–2 | 57 (68%) | 14 (61%) | 0.530# | 47 (68%) | 24 (63%) | 0.603# | 64 (70%) | 5 (50%) | 0.286† | 44 (70%) | 27 (61%) | 0.361# |
3–5 | 27 (32%) | 9 (39%) | 22 (32%) | 14 (37%) | 28 (30%) | 5 (50%) | 19 (30%) | 17 (39%) | ||||
Bone marrow involvementa | ||||||||||||
Absent | 66 (87%) | 18 (82%) | 0.553† | 54 (86%) | 30 (86%) | 1.000 | 76 (89%) | 7 (70%) | 0.283† | 51 (88%) | 33 (83%) | 0.450# |
Present | 10 (13%) | 4 (18%) | 9 (14%) | 5 (14%) | 9 (11%) | 2 (20%) | 7 (12%) | 7 (17%) | ||||
Bulky mass (cm) | ||||||||||||
< 10 | 78 (93%) | 20 (87%) | 0.401† | 64 (93%) | 34 (89%) | 0.718† | 84 (91%) | 9 (90%) | 1.000† | 56 (89%) | 42 (95%) | 0.302† |
≥ 10 | 6 (7%) | 3 (13%) | 5 (7%) | 4 (11%) | 8 (9%) | 1 (10%) | 7 (11%) | 2 (5%) | ||||
Hans classificationa | ||||||||||||
GCB | 26 (34%) | 1 (5%) | 0.006† | 20 (32%) | 7 (19%) | 0.186 | 26 (30%) | 0 (0%) | 0.058† | 20 (35%) | 7 (17%) | 0.042# |
Non-GCB | 51 (66%) | 21 (95%) | 43 (68%) | 29 (81%) | 61 (70%) | 10 (100%) | 37 (65%) | 35 (83%) | ||||
BCL2 expressiona | ||||||||||||
Negative | 33 (40%) | 8 (35%) | 0.665# | 31 (46%) | 10 (26%) | 0.051# | 35 (38%) | 2 (20%) | 0.321† | 31 (50%) | 10 (23%) | 0.004# |
Positive | 50 (60%) | 15 (65%) | 37 (54%) | 28 (74%) | 57 (62%) | 8 (80%) | 31 (50%) | 34 (77%) | ||||
BCL6 expression | ||||||||||||
Negative | 43 (51%) | 17 (74%) | 0.052# | 36 (52%) | 24 (63%) | 0.273# | 46 (50%) | 9 (90%) | 0.019† | 39 (62%) | 21 (48%) | 0.146# |
Positive | 41 (49%) | 6 (26%) | 33 (48%) | 14 (37%) | 46 (50%) | 1 (10%) | 24 (38%) | 23 (52%) | ||||
CD10 expression | ||||||||||||
Negative | 69 (82%) | 23 (100%) | 0.037† | 57 (83%) | 35 (92%) | 0.248† | 77 (84%) | 10 (100%) | 0.351† | 52 (83%) | 40 (91%) | 0.268† |
Positive | 15 (18%) | 0 (0%) | 12 (17%) | 3 (8%) | 15 (16%) | 0 (0%) | 11 (17%) | 4 (9%) | ||||
MUM1 expression | ||||||||||||
Negative | 36 (43%) | 5 (22%) | 0.065# | 28 (41%) | 13 (34%) | 0.517# | 35 (38%) | 1 (10%) | 0.094† | 31 (49%) | 10 (23%) | 0.006# |
Positive | 48 (57%) | 18 (78%) | 41 (59%) | 25 (66%) | 57 (62%) | 9 (90%) | 32 (51%) | 34 (77%) | ||||
Total N (%) | 84 (100%) | 23 (100%) | 69 (100%) | 38 (100%) | 92 (100%) | 10 (100%) | 63 (100%) | 44 (100%) |
Association within PD-L1/pSTAT3-related markers
PD-L1i | PD-L1 translocation (A) | PD-L1 gain/amplification (B) | PD-L1 gene alteration (A + B) | PD-L1 non-genetic expressionb | pSTAT3a (continuous) | pSTAT3 (> 40%) | |
---|---|---|---|---|---|---|---|
PD-L1t | R = 0.325 p = 0.001 | R = 0.477 p < 0.001 | R = 0.386 p < 0.001 | R = 0.629 p < 0.001 | R = 0.698 p < 0.001 | R = 0.079 p = 0.429 | R = 0.071 p = 0.466 |
PD-L1i | R = 0.239 p = 0.015 | R = 0.159 p = 0.109 | R = 0.291 p = 0.003 | R = 0.166 p = 0.092 | R = 0.081 p = 0.414 | R = 0.015 p = 0.879 | |
PD-L1 translocation (A) | R = − 0.051 p = 0.614 | R = 0.758 p < 0.001 | R = − 0.090 p = 0.364 | R = − 0.049 p = 0.628 | R = − 0.037 p = 0.714 | ||
PD-L1 gain/amplification (B) | R = 0.613 p < 0.001 | R = − 0.073 p = 0.464 | R = − 0.117 p = 0.242 | R = − 0.072 p = 0.470 | |||
PD-L1 gene alteration (A + B) | R = − 0.120 p = 0.228 | R = − 0.117 p = 0.245 | R = − 0.021 p = 0.835 | ||||
PD-L1 non-genetic expressionb | R = 0.205 p = 0.033 | R = 0.120 p = 0.224 |
Associations between PD-L1 expression and gene alteration and primary sites
Primary site | GI | Testis | Adrenal gland | ||||||
---|---|---|---|---|---|---|---|---|---|
Non-GI | GI | p value | Non-testis | Testis | p value | Non-adrenal | Adrenal | p value | |
PD-L1t | |||||||||
Absent | 67 | 17 | 0.354 | 74 | 10 | 0.494 | 83 | 1 | 0.116 |
Present | 21 | 2 | 19 | 4 | 21 | 2 | |||
PD-L1i | |||||||||
Absent | 55 | 14 | 0.435 | 59 | 10 | 0.766 | 68 | 1 | 0.287 |
Present | 33 | 5 | 34 | 4 | 36 | 2 | |||
PD-L1 translocation (A) | |||||||||
Absent | 80 | 18 | 0.587 | 87 | 11 | 0.031 | 95 | 3 | 1.000 |
Present | 6 | 0 | 3 | 3 | 6 | 0 | |||
PD-L1 gain/amplification (B) | |||||||||
Absent | 81 | 19 | 1.000 | 87 | 13 | 0.444 | 98 | 2 | 0.112 |
Present | 4 | 0 | 3 | 1 | 3 | 1 | |||
PD-L1 genetic alteration (A + B) | |||||||||
Absent | 75 | 18 | 0.203 | 83 | 10 | 0.029 | 91 | 2 | 0.266 |
Present | 10 | 0 | 6 | 4 | 9 | 1 |
Survival analysis
Clinicopathologic variables | Total cohort | Patients treated with R-CHOP | ||||
---|---|---|---|---|---|---|
Univariate | Multivariate | Univariate | Multivariate | |||
p value | p value | HR (95% CI) | p value | p value | HR (95% CI) | |
Age | ||||||
> 60 vs. ≤ 60 | 0.035 | 0.181 | 0.074 | |||
Sex | ||||||
Male vs. female | 0.544 | 0.661 | ||||
ECOG PS | ||||||
≥ 2 vs. < 2 | <0.001 | 0.010 | 3.717 (1.371–10.080) | < 0.001 | 0.031 | 3.286 (1.116–9.677) |
B symptoms | ||||||
Present vs. absent | 0.049 | 0.807 | 0.112 | |||
Serum LDH | ||||||
Elevated vs. normal | 0.003 | 0.328 | 0.033 | 0.319 | ||
IPI | ||||||
3–5 vs. 0–2 | < 0.001 | 0.001 | 4.910 (1.888–12.767) | < 0.001 | 0.002 | 4.823 (1.763–13.191) |
Primary site | ||||||
Extranodal vs. nodal | 0.488 | 0.523 | ||||
Extranodal site | ||||||
≥ 2 vs. < 2 | < 0.001 | 0.649 | 0.001 | 0.978 | ||
Bone marrow involvement | ||||||
Present vs. absent | 0.308 | 0.359 | ||||
Bulky mass | ||||||
≥ 10 cm vs. < 10 cm | 0.136 | 0.048 | 0.010 | 4.664 (1.449–15.017) | ||
Ann Arbor stage | ||||||
III–IV vs. I–II | < 0.001 | 0.682 | < 0.001 | 0.812 | ||
Hans classification | ||||||
Non-GCB vs. GCB | 0.075 | 0.135 | ||||
Treatment regimen | ||||||
RCHOP vs. other | 0.676 | – | ||||
BCL2 expression | ||||||
Positive vs. negative | 0.391 | 0.699 | ||||
BCL6 expression | ||||||
Positive vs. negative | 0.247 | 0.545 | ||||
CD10 expression | ||||||
Positive vs. negative | 0.543 | 0.778 | ||||
MUM1 expression | ||||||
Positive vs. negative | 0.138 | 0.211 | ||||
PD-L1 tumor cell expression | ||||||
Positive vs. negative | 0.400 | 0.353 | ||||
PD-L1 immune cell expression | ||||||
Positive vs. negative | 0.187 | 0.146 | ||||
PD-L1 gene alteration | ||||||
Present vs. absent | 0.900 | 0.871 | ||||
pSTAT3 expression (> 40%) | ||||||
Positive vs. negative | 0.021 | 0.017 | 2.724 (1.196–6.204) | 0.015 | 0.007 | 3.510 (1.418–8.692) |
Clinicopathologic variables | Univariate | Multivariate | |
---|---|---|---|
p value | p value | HR (95% CI) | |
Age | |||
> 60 vs. ≤ 60 | 0.158 | ||
Sex | |||
Male vs. female | 0.702 | ||
ECOG PS | |||
≥ 2 vs. < 2 | < 0.001 | < 0.001 | 21.553 (4.682–99.208) |
B symptoms | |||
Present vs. absent | 0.099 | ||
Serum LDH | |||
Elevated vs. normal | 0.189 | ||
IPI | |||
3–5 vs. 0–2 | 0.002 | 0.238 | |
Primary site | |||
Extranodal vs. nodal | 0.204 | ||
Extranodal site | |||
≥ 2 vs. < 2 | < 0.001 | 0.167 | |
Bone marrow involvement | |||
Present vs. absent | 0.476 | ||
Bulky mass | |||
≥ 10 cm vs. < 10 cm | 0.279 | ||
Ann Arbor stage | |||
III–IV vs. I–II | 0.037 | 0.610 | |
Hans classification | |||
Non-GCB vs. GCB | 0.503 | ||
BCL2 expression | |||
Positive vs. negative | 0.983 | ||
BCL6 expression | |||
Positive vs. negative | 0.600 | ||
CD10 expression | |||
Positive vs. negative | 0.600 | ||
MUM1 expression | |||
Positive vs. negative | 0.409 | ||
PD-L1 tumor cell expression | |||
Positive vs. negative | 0.209 | ||
PD-L1 immune cell expression | |||
Positive vs. negative | 0.042 | 0.089 | |
PD0L1 gene alteration | |||
Present vs. absent | 0.285 |