| Literature DB >> 30241369 |
Detlef K Bartsch1, Norman Gercke2, Konstantin Strauch3,4, Ronja Wieboldt5, Elvira Matthäi6, Vinona Wagner7, Susanne Rospleszcz8,9, Agnes Schäfer10, Frederike S Franke11, Ioannis Mintziras12, Christian Bauer13, Tobias Grote14, Jens Figiel15, Pietro Di Fazio16, Andreas Burchert17, Silke Reinartz18, Elke Pogge von Strandmann19, Günter Klöppel20, Emily P Slater21.
Abstract
Individuals at risk (IAR) of familial pancreatic cancer (FPC) are good candidates for screening. Unfortunately, neither reliable imaging modalities nor biomarkers are available to detect high-grade precursor lesions or early cancer. Circulating levels of candidate biomarkers LCN2, TIMP1, Glypican-1, RNU2-1f, and miRNA-196b were analyzed in 218 individuals with sporadic pancreatic ductal adenocarcinoma (PDAC, n = 50), FPC (n = 20), chronic pancreatitis (n = 10), IAR with relevant precursor lesions (n = 11) or non-relevant lesions (n = 5), 20 controls, and IAR with (n = 51) or without (n = 51) lesions on pancreatic imaging. In addition, corresponding duodenal juice samples were analyzed for Glypican-1 (n = 144) enrichment and KRAS mutations (n = 123). The panel miR-196b/LCN2/TIMP1 could distinguish high-grade lesions and stage I PDAC from controls with absolute specificity and sensitivity. In contrast, Glypican-1 enrichment in serum exosomes and duodenal juice was not diagnostic. KRAS mutations in duodenal juice were detected in 9 of 12 patients with PDAC and only 4 of 9 IAR with relevant precursor lesions. IAR with lesions on imaging had elevated miR-196b/LCN2/TIMP1 levels (p = 0.0007) and KRAS mutations in duodenal juice (p = 0.0004) significantly more often than IAR without imaging lesions. The combination miR-196b/LCN2/TIMP1 might be a promising biomarker set for the detection of high-grade PDAC precursor lesions in IAR of FPC families.Entities:
Keywords: Glypican-1; KRAS mutation; LCN2/NGAL; TIMP1; miRNA-196b; pancreatic ductal adenocarcinoma
Year: 2018 PMID: 30241369 PMCID: PMC6210952 DOI: 10.3390/jcm7100295
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.241
Patients’ characteristics.
| Parameter | Sporadic PDAC | FPC | CP | Healthy Controls | IAR Relevant Lesions # | IAR Non-Relevant Lesions |
|---|---|---|---|---|---|---|
|
| 50 | 20 | 10 | 20 | 11 | 5 |
| Gender, male/female | 27/23 | 7/13 | 5/5 | 11/9 | 2/9 | 2/3 |
| Age, years, median (range) | 67.5 (40 to 84) | 63.5 (47 to 82) | 52.5 (44 to 75) | 47 (21 to 71) | 58 (47 to 77) | 60 (42 to 61) |
| BMI, mean ± SD | 26.8 ± 4.3 | 22.2 ± 3.2 | 24.1 ± 4.6 | 23.6 ± 1.9 | 25.1 ± 2.9 | 27.4 ± 5.1 |
| Smoking history | 20/50 (40%) | 6/20 (30%) | 2/10 (20%) | 5/20 (25%) | 3/11 (27%) | 0/5 (0%) |
| Pancreatitis | 6/50 (12%) | 0/20 (0%) | 10/10 (100%) | 0/20 (0%) | 1/11 (9%) | 0/5 (0%) |
| Diabetes | 12/50 (24%) | 4/20 (20%) | 5/10 (50%) | 1/20 (5%) | 1/11 (9%) | 0/5 (0%) |
#, relevant lesions include multifocal PanIN2/3 lesions and IPMN with high grade dysplasia, non-relevant lesions include serous cystadenoma and multifocal PanIN 1 lesions with focal fibrosis, PDAC, pancreatic ductal adenocarcinoma, FPC, familial pancreatic cancer, CP, chronic pancreatitis, IAR, individual at risk, BMI, body-mass-index, SD, standard deviation.
Biomarker results of patients with pathologically defined lesions.
| Elevated Biomarker | PDAC * | FPC | CP | PDAC ** Stage I | IAR-RL # | IAR-NRL # | Controls |
|---|---|---|---|---|---|---|---|
| miR-196b | 50/50 | 20/20 | 4/10 | 5/5 | 10/11 | 0/5 | 0/20 |
| LCN2 | 42/50 | 20/20 | 2/10 | 5/5 | 7/10 | 0/5 | 0/20 |
| TIMP1 | 49/50 | 20/20 | 3/10 | 5/5 | 7/10 | 0/5 | 0/20 |
| Glypican-1 | 25/29 | 15/20 | 7/10 | 2/2 | 7/9 | 2/5 | 7/10 |
| RNU2-1f | 15/15 | 10/10 | 0/21 | n.a. | 0/7 | n.a. | 0/10 |
| CA 19-9 | 39/46 | 14/14 | 4/10 | 3/5 | 0/11 | 0/5 | 0/3 |
| miR-196b + LCN2 + TIMP1 | 41/50 | 20/20 | 0/10 | 5/5 | 7/10 | 0/5 | 0/20 |
| 9/12 | n.a. | n.a. | 1/1 | 4/9 | n.a. | 0/10 | |
| Glypican-1 in duodenal juice | 9/9 | n.a. | n.a. | 2/2 | 6/6 | n.a. | 5/5 |
*, PDACs include 5 stage I, 38 stage II, and 7 stage III tumors that were potentially curative resected. FPCs include 1 stage IIA, 5 stage IIB, 1 stage III, and 13 stage IV tumors, **, These 5 stage I PDACs are included in the total of 50 PDACs, #, relevant lesions (RL) include potentially relevant, PDAC, pancreatic ductal adenocarcinoma, IAR-RL, individual at risk-relevant lesions, n.a., not available.
Performance of serum biomarkers in a combined validation set.
| Comparison | Marker |
| AUC (95% CI) | Sensitivity at 95% Specificity | Specificity at 95% Sensitivity |
|---|---|---|---|---|---|
| PDAC vs. Healthy control | miR-196b | 0.0051 | 0.8938 | 80% | 50% |
| TIMP1 | <0.0001 | 0.9617 | 93.6% | 70% | |
| LCN2 | 0.0007 | 0.9500 | 50% | 90% | |
| RNU2-1f | <0.0001 | 1.0000 | 100% | 100% | |
| Glypican-1 | 0.2700 | 0.6106
| 31% | 0% | |
| FPC vs. Healthy control | miR-196b | 0.0006 | 0.9716 | 90% | 70% |
| TIMP1 | 0.0001 | 0.9600 | 86% | 50% | |
| LCN2 | <0.0001 | 0.9786 | 78% | 90% | |
| RNU2-1f | 0.0002 | 1.0000
| 100% | 100% | |
| Relevant lesions vs. Healthy controls | miR-196b | 0.0011 | 0.9722 | 88.9% | 75% |
| TIMP1 | 0.0048 | 0.9600 | 80% | 80% | |
| LCN2 | 0.0024 | 0.9667 | 67% | 90% | |
| RNU2-1f | 0.8073 | 0.537 | 14.3% | 10% | |
| Glypican-1 | 0.9717 | 0.5046
| 11.1% | 16.7% | |
| Significant lesions vs. Healthy controls | miR-196b | 0.0066 | 1.0000 (1.0000 to 1.000) | 100% | 100% |
| High grade only | TIMP1 | 0.0047 | 1.0000 | 100% | 100% |
| LCN2 | 0.0047 | 1.0000 | 100% | 100% | |
| RNU2-1f | 0.3580 | 0.6625
| 25% | 50% | |
| PDAC vs. chronic pancreatitis | miR-196b | 0.0539 | 0.7550 | 60% | 70% |
| TIMP1 | 0.0126 | 0.8300 | 10% | 80% | |
| LCN2 | 0.0015 | 0.920 | 20% | 90% | |
| RNU2-1f | <0.0001 | 1.0000 | 100% | 100% | |
| Glypican-1 | 0.9615 | 0.5052
| 10.3% | 0% | |
| FPC vs. chronic pancreatitis | miR-196b | 0.0411 | 0.7636 | 55% | 0% |
| TIMP1 | 0.0078 | 0.8200 | 21% | 60% | |
| LCN2 | 0.0004 | 0.9286 | 36% | 80% | |
| RNU2-1f | <0.0001 | 1.0000
| 100% | 100% |
PDAC, pancreatic ductal adenocarcinoma, FPC, familial pancreatic cancer, AUC, area under curve, CI, confidence interval.
Performance of the serum biomarker panel miR-196b + TIMP1 + LCN2.
| Comparison |
| AUC (95% CI) | Sensitivity at 95% Specificity | Specificity at 95% Sensitivity |
|---|---|---|---|---|
| PDAC vs. Healthy control | 0.0012 | 0.93 (0.8162 to 1.044) | 80% | 80% |
| FPC vs. Healthy control | 0.0004 | 0.97 (0.9071 to 1.033) | 80% | 80% |
| Significant lesions and stage I PDAC vs. healthy controls | 0.029 | 1 (1.000 to 1.000) | 100% | 100% |
| PDAC vs. chronic pancreatitis | 0.0025 | 0.9 (0.7559 to 1.044) | 50% | 80% |
| FPC vs. chronic pancreatitis | 0.0007 | 0.95 (0.8622 to 1.038) | 80% | 80% |
PDAC, pancreatic ductal adenocarcinoma, FPC, familial pancreatic cancer, AUC, area under curve, CI, confidence interval.
Figure 1MRCP (magnetic resonance cholangiopancreatography) (A) and MRI (magnetic resonance imaging) (B) of a 77-year-old female individual at risk (IAR) with a cystic dilated Wirsung duct, a potentially main-duct intra-ductal papillary mucinous neoplasia (IPMN) from a familial pancreatic cancer (FPC) family with four affected relatives. The IAR underwent total pancreatectomy and pathological examination revealed a main duct IPMN with multifocal moderate and severe dysplasia. Preoperative serum levels of miR-196b, LCN2, and TIMP1 were strongly elevated and dropped to normal levels at postoperative day 10. Arrows indicate the cystic dilated Wirsung duct.
Detailed biomarker results in IAR with histologically defined pancreatic lesions (n = 16) compared to stage I PDAC and controls.
| IAR with Histologically Verified Lesions | Pre-OP | Pre-OP Elevated miR-196b | Pre-OP Elevated LCN2 | Pre-OP Elevated TIMP1 | Pre-OP Elevated miR-196b + LCN2 | Pre-OP Elevated miR-196b + TIMP1 | Pre-OP Elevated LCN2 + TIMP1 | Pre-OP Elevated miR-196b + LCN2 + TIMP1 | Post-OP not Elevated miR-196b, TIMP1, LCN2 * |
|---|---|---|---|---|---|---|---|---|---|
| Sporadic stage I PDAC ( | 1/1 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 |
| PanIN3 ( | 1/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 |
| IPMN with HGD ( | 1/1 | 2/2 | 2/2 | 2/2 | 2/2 | 2/2 | 2/2 | 2/2 | 2/2 |
| Multifocal PanIN2 or IPMN with MGD ( | 2/5 | 5/6 | 2/5 | 2/5 | 2/5 | 2/5 | 2/5 | 2/5 | 5/5 |
| PanIN 1 or focal fibrosis ( | n.a. | 0/2 | 0/2 | 0/2 | 0/2 | 0/2 | 0/2 | 0/2 | n.a. |
| Serous cystadenoma ( | n.a. | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | n.a. |
| Normal controls ( | 0/10 | 0/20 | 0/20 | 0/20 | 0/20 | 0/20 | 0/20 | 0/20 | n.a. |
PanIN, pancreatic intraepithelial neoplasia, IPMN, intraductal papillary mucinous neoplasia, MGD, moderate grade dysplasia, HGD, high grade dysplasia, n.a., not available, *, only potentially curative resected patients with pre-operative and postoperative serum samples, IAR, individual at risk, PDAC, pancreatic ductal adenocarcinoma, OP, operation.
Characteristics and biomarker analysis of IAR with or without imaging lesions who did not undergo surgery.
| Parameter | IAR with Imaging Lesions | IAR without Imaging Lesions | Controls | |
|---|---|---|---|---|
| Gender (male/female) | 23/28 | 22/29 | 11/9 | |
| Age, years, median (range) | 52 (30 to 74) | 46 (27 to 63) | 47 (21 to 71) | |
| BMI, mean ± SD | 25.8 ± 3.6 | 25.0 ± 4.3 | 23.6 ± 1.9 | |
| Smoking history | 19% (9/47) | 32% (14/43) | 25% (5/20) | |
| Diabetes | 4.2% (2/48) | 4.3% (2/46) | 5% (1/20) | |
| History of pancreatitis | 4.2% (2/48) | 4.3% (2/46) | 0% (0/20) | |
| miR-196b elevated * | 46/51 (90%) | 10/51 (20%) | 0/20 | |
| LCN2 elevated * | 34/51 (67%) | 17/51 (33%) | 0/20 | |
| TIMP1 elevated * | 19/51 (37%) | 14/51 (27%) | 0/20 | |
| crExosGlypican-1 enriched * | 29/51 (57%) | 26/50 (52%) | 7/10 (70%) | |
| CA 19-9 elevated * | 2/51 (3.9%) | 1/51 (2%) | 0/3 | NS |
| miR-196b + LCN2 + TIMP1 elevated * | 19/51 (37%) | 4/51 (8%) | 0/20 | |
| 27/51 (53%) | 9/51 (17%) | 0/20 | ||
| crExos Glypican-1 enriched in duodenal juice | 20/20 (100%) | 15/17 (88%) | 3/3 | |
| 8/51 (16%) | 0/51 (0%) | 0/20 |
*, as determined in blood, bold, statistically significant, mut., mutation, IAR, individual at risk, BMI, body-mass-index, NS, not significant.