| Literature DB >> 35536778 |
Anna Maria Nurmi1, Jaana Hagström2,3, Harri Mustonen1, Hanna Seppänen1,4, Caj Haglund1,4.
Abstract
OBJECTIVES: Toll-like receptors (TLRs) play a pivotal role in the immune system and carcinogenesis. There is no research on TLR expression and association with survival among preoperatively treated pancreatic cancer patients. We studied the expression intensity and prognostic value of TLRs in pancreatic cancer patients treated with neoadjuvant therapy (NAT) and compared the results to patients undergoing upfront surgery (US).Entities:
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Year: 2022 PMID: 35536778 PMCID: PMC9089880 DOI: 10.1371/journal.pone.0267792
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flow chart of patients.
This figure shows the number of patients at each stage of analysis. US = upfront surgery.
Clinicopathological characteristics for NAT and US patients.
| NAT (n = 71) | US (n = 145) | ||
|---|---|---|---|
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| 65 (40–82) | 65 (44–82) | 0.869 |
| ≥65 years | 36 (51%) | 74 (51%) | 0.964 |
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| 40 (56%) | 80 (55%) | 0.885 |
| T0 | 3 (4%) | 0 |
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| T1 | 20 (28%) | 18 (13%) | |
| T2 | 41 (58%) | 102 (70%) | |
| T3 | 6 (9%) | 25 (17%) | |
| T4 | 1 (1%) | 0 | |
| N0 | 36 (51%) | 40 (28%) |
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| N1 | 26 (37%) | 65 (44%) | |
| N2 | 9 (12%) | 40 (28%) | |
| 0 | 2 (3%) | 0 |
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| IA | 10 (14%) | 9 (6%) | |
| IB | 22 (31%) | 28 (19%) | |
| IIA | 1 (1%) | 3 (2%) | |
| IIB | 26 (37%) | 65 (45%) | |
| III | 10 (14%) | 40 (28%) | |
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| 25 (20–30) | 30 (25–40) |
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| 1 | 12 (17%) | 25 (17%) | 0.936 |
| 2 | 44 (62%) | 96 (66%) | |
| 3 | 12 (17%) | 24 (17%) | |
|
| 56 (79%) | 103 (71%) | 0.289 |
| Missing | 3 (4%) | 8 (6%) | |
|
| 33 (46%) | 49 (34%) | 0.076 |
|
| 45 (63%) | 115 (79%) |
|
| Missing | 0 | 1 (1%) | |
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| 15 (21%) | 56 (39%) |
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| Missing | 0 | 1 (1%) | |
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| 47 (66%) | 100 (69%) | 0.301 |
| Discontinuation | 13 (28%) | 35 (35%) | |
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| PDAC | 54 (76%) | 115 (79%) | 0.416 |
| Other | 2 (3%) | 6 (4%) | |
| Alive | 15 (21%) | 24 (17%) | |
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| 30 (25–35) | 27 (19–35) | 0.658 |
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| 14 (10–19) | 12 (9–15) | 0.363 |
Fisher’s exact test and linear-by-linear association (pTN, stage, and tumor grade) for categorical variables, Mann Whitney U test for continuous variables and Kaplan-Meier for survival analysis. Pathological characteristics of NAT patients were gathered from surgical samples, thus, after neoadjuvant therapy. NAT = Neoadjuvant therapy, US = Upfront surgery, AJCC = American Joint Committee on Cancer, DSS = disease-specific survival, DFS = disease-free survival.
*Histological tumor grade missing in 3 patients due to complete response.
**Discontinuation of adjuvant therapy due to adverse effects or disease progression (NAT vs US p = 0.452).
TLR staining intensity compared between NAT and US patients for each TLR.
| NAT (n = 71) | US (n = 145) | ||
|---|---|---|---|
| 0 | 4 (3%) | ||
| 1 | 13 (18%) | 37 (26%) |
|
| 2 | 35 (50%) | 79 (54%) | |
| 3 | 22 (31%) | 23 (16%) | |
| 1 (1%) | 3 (2%) | ||
| 1 | 12 (17%) | 18 (12%) | 1.000 |
| 2 | 31 (44%) | 72 (50%) | |
| 3 | 27 (28%) | 50 (35%) | |
| 1 (1%) | 1 (1%) | ||
| 1 | 3 (4%) | 44 (30%) |
|
| 2 | 50 (71%) | 78 (54%) | |
| 3 | 15 (21%) | 20 (14%) | |
| 0 | 1 (1%) | ||
| 1 | 10 (14%) | 21 (14%) | 0.371 |
| 2 | 38 (54%) | 86 (60%) | |
| 3 | 22 (31%) | 35 (24%) | |
| 6 (9%) | 22 (15%) | ||
| 1 | 29 (41%) | 50 (35%) | 0.777 |
| 2 | 35 (49%) | 63 (43%) | |
| 3 | 1 (1%) | 8 (6%) | |
| 3 (4%) | 1 (1%) | ||
| 1 | 19 (27%) | 59 (41%) | 0.660 |
| 2 | 44 (62%) | 69 (48%) | |
| 3 | 5 (7%) | 14 (9%) | |
| 0 | 4 (3%) | ||
| 1 | 11 (16%) | 79 (54%) |
|
| 2 | 45 (63%) | 46 (32%) | |
| 3 | 14 (20%) | 15 (10%) | |
| 21 (30%) | 56 (39%) | ||
| 1 | 12 (17%) | 51 (35%) |
|
| 2 | 29 (41%) | 31 (21%) | |
| 3 | 8 (12%) | 6 (4%) |
Staining intensity was scored from 0 (negative) to 3 (strong). Linear-by-linear association was used for each TLR to compare expression intensity between NAT and US patients. NAT = Neoadjuvant therapy, US = Upfront surgery. Inadequate samples in NAT patients: 1 in TLRs 1, 4, and 9 and 2 in TLR3; in US patients: 2 in TLRs 1–5, and 1 in TLRs 7 and 9.
Fig 2Expression intensity for each TLR separately.
Low expression includes intensities 0 (negative) and 1 (mild), high expression intensity includes intensities 2 (moderate) and 3 (strong). Arrows point at tumor cells. Magnification is 20x.
Correlation of TLRs 1, 2, 3, 4, 5, 7, and 9 among patients treated with neoadjuvant therapy and upfront surgery.
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| rs | p-value | rs | p-value | rs | p-value | rs | p-value | rs | p-value | rs | p-value | |
| TLR2 | 0.423 | <0.001 | ||||||||||
| TLR3 | 0.150 | 0.219 | 0.253 | 0.036 | ||||||||
| TLR4 | 0.287 | 0.016 | 0.206 | 0.086 | -0.08 | 0.514 | ||||||
| TLR5 | 0.352 | 0.003 |
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| 0.009 | 0.942 | 0.280 | 0.019 | ||||
| TLR7 | 0.278 | 0.020 | 0.374 | 0.001 | 0.082 | 0.501 | 0.139 | 0.252 | 0.498 | <0.001 | ||
| TLR9 | 0.359 | 0.002 | 0.431 | <0.001 | 0.298 | 0.013 | 0.389 | 0.001 | 0.277 | 0.020 | 0.361 | 0.002 |
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| rs | p-value | rs | p-value | rs | p-value | rs | p-value | rs | p-value | rs | p-value | |
| TLR2 | 0.194 | 0.020 | ||||||||||
| TLR3 | 0.333 | <0.001 | 0.329 | <0.001 | ||||||||
| TLR4 | 0.161 | 0.055 | 0.198 | 0.018 | 0.136 | 0.106 | ||||||
| TLR5 | 0.350 | <0.001 | 0.294 | <0.001 | 0.415 | <0.001 | 0.104 | 0.216 | ||||
| TLR7 | 0.303 | <0.001 | 0.402 | <0.001 | 0.357 | <0.001 | 0.152 | 0.070 | 0.377 | <0.001 | ||
| TLR9 | 0.307 | <0.001 | 0.339 | <0.001 | 0.389 | <0.001 | 0.200 | 0.017 | 0.356 | <0.001 | 0.319 | <0.001 |
NAT = neoadjuvant therapy, US = upfront surgery. TLR = Toll like.
receptor, rs = Spearman’s rank correlation coefficient.
Fig 3Representation of Kaplan-Meier analysis of TLR1 in NAT patients and TLRs 1, 7, and 9 in upfront resected patients a) Kaplan-Meier analysis of TLR1 expression in NAT patients, disease-specific survival b) Kaplan-Meier analysis of TLR1 expression in upfront resected patients, disease-free survival c) Kaplan-Meier analysis of TLR7 expression in upfront resected patients, disease-specific survival d) Kaplan-Meier analysis of TLR9 cytoplasmic expression in upfront resected patients, disease-specific survival e) Kaplan-Meier analysis of TLR7 expression in upfront resected patients, disease-free survival. f) Kaplan-Meier analysis of TLR9 cytoplasmic expression in upfront resected patients, disease-free survival.
Fig 4Representation of hazard ratios of the adjusted analysis for each TLR.
Every TLR was tested in a separate multivariate analysis for NAT patients and those undergoing upfront surgery separately. Multivariate analysis included age, sex, stage (IA-IIA vs IIB-III), perivascular invasion, adjuvant therapy and TLR expression intensity (high expression vs low expression). X-axis shows calculated hazard ratio with 95% CI. End-point was disease-specific death. HR = Hazards ratio.