| Literature DB >> 19578519 |
Judith Y M N Engwegen1, Annekatrien C T M Depla, Marianne E Smits, Annemieke Cats, Henriëtte Tuynman, Henk A van Heukelem, Pleun Snel, Wouter Meuleman, Lodewyk F Wessels, Jan H M Schellens, Jos H Beijnen.
Abstract
Colorectal cancer (CRC) is the second most common cause of cancer-related death in Europe and its prognosis is largely dependent on stage at diagnosis. Currently, there are no suitable tumour markers for early detection of CRC. In a retrospective study we previously found discriminative CRC serum protein profiles with surface enhanced laser desorption ionisation-time of flight mass spectrometry (SELDI-TOF MS). We now aimed at prospective validation of these profiles. Additionally, we assessed their applicability for follow-up after surgery and investigated tissue protein profiles of patients with CRC and adenomatous polyps (AP). Serum and tissue samples were collected from patients without known malignancy with an indication for colonoscopy and patients with AP and CRC during colonoscopy. Serum samples of controls (CON; n = 359), patients with AP (n = 177) and CRC (n = 73), as well as tissue samples from AP (n = 52) and CRC (n = 47) were analysed as described previously. Peak intensities were compared by non-parametric testing. Discriminative power of differentially expressed proteins was assessed with support vector machines (SVM). We confirmed the decreased serum levels of apolipoprotein C-1 in CRC in the current population. No differences were observed between CON and AP. Apolipoprotein C-I levels did not change significantly within 1 month post-surgery, although a gradual return to normal levels was observed. Several proteins differed between AP and CRC tissue, among which a peak with similar mass as apolipoprotein C-1. This peak was increased in CRC compared to AP. Although we prospectively validated the serum decrease of apolipoprotein C-1 in CRC, serum protein profiles did not yield SVM classifiers with suitable sensitivity and specificity for classification of our patient groups.Entities:
Year: 2008 PMID: 19578519 PMCID: PMC2688344 DOI: 10.4137/bmi.s790
Source DB: PubMed Journal: Biomark Insights ISSN: 1177-2719
Figure 1Study set-up.
Indications for colonoscopy of patients asked for participation in this study.
| Indication for colonoscopy | N = 731 (100%) |
|---|---|
| Rectal blood loss | 98 (13.4%) |
| Abdominal discomfort | 101 (13.8%) |
| Anaemia | 34 (4.7%) |
| Family history of AP or CRC | 136 (18.6%) |
| Follow-up after previous AP | 96 (13.1%) |
| Altered bowel habits/movements | 124 (17.0%) |
| Family history of AP or CRC and abdominal discomfort | 23 (3.1%) |
| Family history of AP or CRC and rectal blood loss | 14 (1.9%) |
| Suspected malignancy (signs of bowel obstruction, suspect lesion by imaging) | 21 (2.9%) |
| FAP gene mutation carrier | 3 (0.4%) |
| At risk for HNPCC | 33 (4.5%) |
| Confirmed HNPCC mutation carrier | 12 (1.6%) |
| Other/unknown | 36 (4.9%) |
Characteristics of diagnostic groups evaluable for serum protein profiling.
| CON (n = 359) | AP (n = 177) | CRC (n = 73) | |
|---|---|---|---|
| 163 (45.4%) | 89 (50.3%) | 43 (58.9%) | |
| 57.4 ± 13.0 | 61.0 ± 12.1 | 67.8 ± 12.0 | |
| Hyperplastic | 65 | ||
| Tubular | 120 | ||
| Tubulovillous | 57 | ||
| Carcinoma in situ | 12 | ||
| 4 ± 2 | 8 ± 6 | 17 ± 6 | |
| N.A. | N.A. | 4.10 [0.2–1338] | |
p > 0.001; CON vs. AP vs. CRC.
N.A. not assessed.
Characteristics of diagnostic groups evaluable for tissue protein profiling.
| CON (n = 4) | AP (n = 52) | CRC (n = 47) | |
|---|---|---|---|
| 3 (75%) | 25 (48.1%) | 25 (53.2%) | |
| 58.2 ± 8.43 | 60.4 ± 11.7 | 67.3 ± 11.9 | |
| Hyperplastic | 4 | ||
| Tubular | 12 | ||
| Tubulovillous | 39 | ||
| Carcinoma in situ | 12 | ||
| 10 ± 4 | 15 ± 6 | 17 ± 8 | |
p = 0.012; CON vs. AP vs. CRC.
Tumour characteristics of evaluable CRC patients.
| Patient ID no | pT | pN | pM | Tumour location | Patient ID no | pT | pN | pM | Tumour location |
|---|---|---|---|---|---|---|---|---|---|
| 05070535 | 1 | 0 | 0 | Sigmoid | 06070187 | 3 | 0 | 0 | Sigmoid |
| 05070478 | 0 | X | 07020087 | 2 | 1 | X | Colon ascendens | ||
| 05100137 | 2 | 0 | 0 | Sigmoid | 06050316 | 3 | 1 | X | Rectum |
| 06030371 | X | X | 1 | Rectum | 06110117 | 3 | 1 | 0 | Colon ascendens |
| 06030418 | 2 | 0 | 0 | Rectum | 06110151 | 2 | 2 | X | Rectum |
| 06050222 | 3 | 0 | 0 | Rectum | 07010024 | 3 | 1 | X | Rectum |
| 06080016 | 4 | 2 | 1 | Sigmoid | 07020119 | 2 | 0 | X | Rectosigmoid |
| 06090095 | 2 | 0 | X | Sigmoid | 06020194 | 3 | 1 | 1 | Coecum/colon ascendens |
| 06090301 | 0 | X | X | Rectum | 06040207 | 3 | 1 | X | Coecum |
| 06110347 | 2 | 0 | X | Rectum | 06050009 | 3 | 0 | X | Colon |
| 06120034 | . | . | . | Rectum | 06050178 | 3 | 1 | X | Sigmoid |
| 05100238 | 0 | X | X | Sigmoid | 06070077 | X | X | 1 | Rectum |
| 06020328 | 0 | X | X | Sigmoid | 06070325 | 3 | 0 | 0 | Rectum |
| 06030153 | 3 | 0 | 0 | Colon transversum | 06120047 | 4 | 1 | X | Coecum/colon ascendens |
| 06030315 | 2 | 1 | X | Rectum | 07030059 | . | . | . | Rectum |
| 06050013 | 3 | 0 | 0 | Coecum | 07030137 | 0 | X | X | Rectum |
| 06070009 | 3 | 0 | X | Colon ascendens | 07030258 | 3 | 0 | X | Colon ascendens |
| 06070335 | 3 | 1 | X | Flexura hepatica | 07060033 | 3 | 0 | X | Colon transversum |
| 06070336 | 3 | 0 | X | Rectum | 07060197 | 2 | 1 | X | Sigmoid |
| 06090220 | 3 | 1 | 0 | Flexura hepatica | 05100138 | 3 | 0 | 0 | Rectosigmoid |
| 06120213 | 3 | 1 | X | Sigmoid | 06070178 | X | X | 1 | Rectum |
| 07010234 | X | X | 1 | Sigmoid | 06100105 | 2 | 1 | X | Rectum |
| 07010316 | 3 | 1 | X | Sigmoid | 06100115 | 3 | 0 | 1 | Rectum |
| 051203131,2 | 1 | 0 | X | Rectum | 07040138 | 2 | 0 | X | Rectum |
| 05080096 | 3 | 0 | 0 | Colon transversum | 07050173 | 3 | 0 | X | Sigmoid |
| 06020162 | 1 | X | X | Sigmoid | 07060014 | 3 | 0 | X | Colon |
| 06030355 | 1 | X | X | Sigmoid | 07060037 | 3 | . | . | Rectum |
| 06060392 | 3 | 1 | X | Sigmoïd | 07060149 | 2 | X | X | Sigmoid |
| 06070073 | 3 | 0 | X | Coecum | 07060162 | 2 | 0 | 0 | Rectum |
| 07010397 | 3 | 2 | X | Rectum | 06060102 | 3 | 0 | X | Sigmoid |
| 05090276 | X | 0 | X | Rectum | 06080189 | 4 | 1 | 1 | Appendix |
| 06010268 | 0 | X | X | Sigmoid | 07060161 | 3 | 0 | X | Rectum |
| 06020195 | 3 | 0 | 0 | Coecum | 07070078 | 3 | 1 | X | Rectum |
| 06020339 | 0 | X | X | Rectum | 07070079 | 2 | . | X | Rectum |
| 06040166 | 3 | 0 | 0 | Colon ascendens | 06110038 | 0 | X | X | Rectosigmoid |
| 06040213 | 4 | 0 | 0 | Sigmoid | 07020194 | 0 | X | X |
pT, pN, pM: pathologically determined tumour stage according to the TNM system.
Also used in pre- vs. post-surgery comparison.
Carcinoma in situ.
Significantly different peaks in serum protein profiles. (No significant differences between CON and AP were observed.)
| M/z (Da) | Multiple testing-corrected | ||
|---|---|---|---|
| CON vs. AP vs. CRC | CON vs. CRC | AP vs. CRC | |
| 3215 | 0.01 | 0.002 | 0.001 |
| 3314 | 0.0058 | 0.002 | 0.001 |
| 3315 | 0.0045 | 0.007 | 0.002 |
| 4279 | NS | 0.002 | 0.009 |
| 4625 | NS | 0.007 | 0.001 |
| 6427 | NS | 0.002 | 0.002 |
| 6428 | NS | 0.002 | 0.002 |
| 6625 | 0.0039 | 0.004 | 0.001 |
| 6626 | 0.0039 | 0.005 | 0.002 |
| 6634 | 0.0063 | 0.006 | 0.002 |
| 7559 | NS | NS | 0.004 |
| 11615 | NS | 0.007 | 0.007 |
| 11649 | 0.004 | 0.004 | <0.001 |
| 11669 | NS | NS | <0.001 |
| 13241 | NS | NS | 0.009 |
| 15091 | NS | NS | 0.001 |
| 15102 | 0.005 | 0.007 | <0.001 |
| 15114 | 0.005 | 0.004 | <0.001 |
| 15142 | NS | 0.007 | <0.001 |
| 15202 | NS | NS | <0.001 |
| 15303 | 0.007 | NS | <0.001 |
| 15327 | NS | NS | 0.001 |
| 18582 | NS | 0.008 | NS |
| 66202 | NS | 0.007 | NS |
| 66328 | NS | 0.007 | NS |
| 66426 | NS | 0.007 | NS |
| 66520 | NS | 0.008 | NS |
NS: not significant.
Significantly different peaks in tissue protein profiles. (No significant differences between CON and AP or between CON and CRC were observed.)
| M/z (Da) | Multiple testing corrected | |
|---|---|---|
| CON vs. AP vs. CRC | AP vs. CRC | |
| 3249 | 0.001 | <0.001 |
| 3351 | 0.010 | 0.014 |
| 3442 | 0.001 | <0.001 |
| 4477 | 0.005 | 0.010 |
| 4903 | 0.012 | 0.004 |
| 5358 | NS | 0.010 |
| 6622 | 0.002 | 0.001 |
| 6640 | 0.004 | 0.005 |
| 6713 | 0.004 | 0.006 |
| 7669 | 0.006 | 0.002 |
| 7955 | 0.001 | <0.001 |
| 8568 | NS | 0.005 |
| 8854 | 0.001 | <0.001 |
| 9246 | 0.001 | <0.001 |
| 10435 | 0.001 | <0.001 |
| 11517 | 0.003 | 0.005 |
| 11649 | NS | 0.006 |
| 12705 | NS | 0.006 |
| 13157 | 0.002 | <0.001 |
| 15307 | 0.005 | 0.002 |
| 16022 | NS | 0.006 |
| 26150 | 0.005 | 0.004 |
| 31090 | 0.005 | 0.002 |
| 31922 | 0.001 | <0.001 |
| 41879 | 0.006 | 0.002 |
NS: not significant.
Figure 2Tissue protein peak intensities in A) CON, AP and CRC and B) AP0, AP1, AP2, AP3.
Figure 3Representative tissue protein profiles. M/z 6713 is shown in the box as an example of a protein differing between CON, AP and CRC.