METHOD AND MARKER FOR THE DIAGNOSIS OF A BILE DUCT STRICTURE AND OF A CHOLANGIOCELLULAR CARCINOMA IN BILE

Abstract
A method for the diagnosis of a benign or malignant bile duct stricture and/or of a CCC, comprising the step of determining at least three polypeptide markers in a body fluid, wherein the polypeptide marker belongs to those markers which in table 1 and/or table 2 a and/or b are characterized by values for the molecular mass and the migration time.
Description

The present invention relates to the differentiation of a benign or malignant bile duct stricture from choledocholithiasis, and to the differentiation of a cholangiocellular carcinoma from a primary sclerosing cholangitis in the presence of an unclear bile duct stenosis, in the bile.


Bile duct stenoses can have both benign and malignant causes. The occlusion of the bile ducts, among others, by calculi between the donor bile duct and recipient bile duct is considered benign. The most frequent stenosing tumors include the cholangiocellular carcinoma (CCC), pancreatic carcinoma, hepatocellular carcinoma (HCC), but also metastatic spreads of other carcinomas (Khan et al., J Hepatol 2002, Vol. 37, pages 806-813). Clinical, radiological and endoscopic methods are used for diagnosis, but an unambiguous diagnosis is not possible without a biopsy or surgical intervention in many cases (Malhi and Gores, Aliment Pharmacol Ther, 2006, Vol. 23, pages 1287-1296). In particular, the confirmation of an extrahepatic bile duct stenosis is difficult because of the intricate site. Studies showed that even the combination of brush cytologies during endoscopic retrograde cholangiopancreatography (ERCP) and endoscopic biopsies yielded an unambiguous diagnosis only in one third of the cases (Lazaridis and Gores, Gastroenterology, 2005, Vol. 128, pages 1655-1667, Gores, Hepatology, 2003, Vol. 37, pages 961-969).


In particular, the early detection of a CCC has considerable therapeutic consequences. A CCC is based on the malignant degeneration of cholangiocytes throughout the biliary system and is mostly detected only in an advanced stage, so that less than 50% of the patients can undergo surgery and thus can be treated curatively (Malhi and Gores, Aliment Pharmacol Ther, 2006, Vol. 23, pages 1287-1296, Singh and Patel, Curr Opin Gastroenterol, 2006, Vol. 22, pages 294-299). An effective chemotherapy has not been available to date. A critical risk group for CCC has been successfully characterized. These are patients with primary sclerosing cholangitis (PSC), but a satisfactory monitoring strategy for early detection of carcinomas for this group of patients has not been available to date (LaRusso et al., Hepatology, 2006, Vol. 44, pages 746-764). Patients with PSC suffer from a chronic fibrosing cholestatic disease that gradually obstructs the biliary ducts and is associated with ulcerative colitis. In the initial stage, these patients are mostly without complaints, and itching, tiredness and icterus develop only later (LaRusso et al., Hepatology, 2006, Vol. 44, pages 746-764). In the laboratory, increased levels of alkaline phosphatase and gamma-glutamyl transferase are striking first, and also bilirubin later on. Anti-neutrophile cyto-plasmatic antibodies (p-ANCA) are found in about 85% of the patients, but this marker has no high specificity for PSC and is also found in other diseases, such as in patients with chronic inflammatory bowel disease without PSC. Therefore, the diagnosis is still based on imaging the bile ducts with the typical picture of multiple bile duct stenoses. The risk of developing CCC is highly increased in patients with PSC as compared to the normal population: In a large multicenter study from Sweden with 305 PSC patients, a CCC was observed in 8% thereof, and 44% of the patients were without symptoms when the diagnosis was established (Broome et al., Gut, 1996, Vol. 38, pages 610-615). Other studies show significantly higher carcinoma rates (LaRusso et al., Hepatology, 2006, Vol. 44, pages 746-764, West et al., Br J Cancer, 2006, Vol. 94, pages 1751-1758). Thus, a study with 273 PSC patients performed on the Medizinische Hochschule Hannover showed a carcinoma rate of 14% (Tischendorf et al., Am J Gastroenterol, 2007, Vol. 102, pages 107-114). Only an early diagnosis leads to a timely liver transplantation and thus to a curative therapy.


In most patients with PSC, diagnostic or therapeutic ERCP as well as radiological checkups (magnetic resonance cholangiopancreatography, MRCP) are performed on a regular basis for monitoring, but all examinations known to date for early detection of CCC have not been sensitive enough. The determination of tumor markers increases in importance, but these are currently not sufficient either, in particular, for early detection of CCC, rather serving as follow-up parameters. The serum marker CA19-9 is currently the one most often used for diagnosing CCC, but other tumor markers and biomarkers are urgently required for a better sensitivity and specificity (Levy et al., Dig Dis Sci, 2005, Vol. 50, pages 1734-1740, Lempinen et al., J Hepatol, 2007, Vol. 47, pages 677-683).


To conclude, the necessity of a search for suitable parameters for recognizing and confirming an unclear bile duct stenosis exists. A physiologically plausible approach is the examination of the bile from the bile duct in ERCP, since malignant tumors infiltrate the bile ducts and can secrete proteins. Therefore, a protein analysis of the bile in patients with bile duct stenoses when the basic diseases are known is of great importance not only diagnostically, but also in terms of pathophysiology. The examination of the complex protein composition of the bile (also in comparison with other body fluids, such as urine and blood) is a new diagnostic method that defines particular peptide patterns by mass-spectroscopic analyses. The sampling of the bile is effected endoscopically. In principle, it would be desirable for the patients if the diagnosis could be effected also from other body fluids.


Therefore, it is the object of the present invention to provide processes and means for the differentiation of benign and malignant bile duct strictures in general, and of a CCC from a PSC or other benign strictures, such as choledocholithiasis, when an unclear bile duct stenosis has been found, in particular.


This object is achieved by a process for the diagnosis of a benign or malignant bile duct stricture and of a CCC, comprising the step of determining the presence or absence or amplitude of at least three polypeptide markers in a bile sample, wherein said polypeptide markers for the diagnosis of a bile duct stricture or CCC are selected from the markers characterized in Tables 1, 2a and 2b by values for the molecular masses and migration times.









TABLE 1







List of markers that enable the differentiation of benign and malignant bile


duct strictures from choledocholithiasis in a bile sample in a multimarker model.










Stricture
Choledocholithiasis

















more
Mass
CE time

mean log amp

mean log amp


Protein ID
preferably
preferably
[Da]
[min]
Frequency
(log median)
Frequency
(log median)


















164
164
164
834.47
21.99
0.26
1.54(1.52)
0.48
2.32(2.22)


965


917.49
30.35
0.52
1.78(1.77)
0.26
2.04(1.82)


988
988
988
919.43
29.9
0.18
1.94(1.76)
0.45
2.67(2.46)


1027
1027
1027
922.49
31.93
0.26
1.69(1.72)
0.58
2.11(2.06)


1037


922.56
22.89
0.27
2.15(2.07)
0.55
2.25(2.26)


1535


958.57
22.68
0.49
2.20(2.15)
0.29
1.87(1.86)


1564


960.53
24.07
0.19
1.83(1.88)
0.39
2.38(2.55)


1580


961.51
31.62
0.29
2.08(2.10)
0.52
2.13(2.16)


1586


962.5
30.81
0.25
2.02(2.09)
0.48
2.34(2.38)


1600


963.53
31.23
0.49
2.27(2.44)
0.26
2.10(2.16)


1804


977.47
32.28
0.12
2.14(1.96)
0.29
2.25(1.98)


1826
1826

978.58
30.91
0.68
2.67(2.76)
0.45
2.27(2.16)


1843


980.46
40.55
0.36
2.20(2.31)
0.16
1.34(1.14)


2006


992.52
20.98
0.3
2.51(2.44)
0.48
2.91(3.07)


2039


994.56
31.26
0.41
1.87(1.84)
0.16
2.03(1.93)


2161


1003.55
31.38
0.42
2.34(2.42)
0.19
1.77(1.61)


2209


1006.56
31.67
0.23
1.58(1.38)
0.06
2.17(2.17)


2215


1006.61
22.98
0.26
2.37(2.12)
0.1
1.72(1.72)


2378


1018.55
31.65
0.25
2.17(2.36)
0.42
2.61(2.64)


2809


1049.59
31.98
0.45
2.37(2.51)
0.26
2.12(1.80)


2861
2861
2861
1053.58
32.42
0.6
2.41(2.44)
0.29
2.07(2.09)


2993


1063.61
26.2
0.23
1.85(1.89)
0.06
1.80(1.80)


3252


1080.6
33.13
0.62
3.19(3.34)
0.42
3.09(3.43)


3461
3461

1094.67
32.95
0.48
3.07(3.16)
0.28
2.34(2.19)


3605
3605
3605
1104.63
25.66
0.21
2.23(2.28)
0.52
2.39(2.46)


3723


1113.63
24.53
0.41
2.66(2.74)
0.58
3.35(3.24)


3890
3890

1127.58
26.87
0.08
1.53(1.61)
0.32
1.94(2.02)


4006


1136.68
26.87
0.26
1.95(1.80)
0.06
0.90(0.90)


4079


1143.64
33
0.34
2.42(2.48)
0.16
1.96(1.95)


4162


1150.63
33.28
0.4
2.63(2.62)
0.19
1.98(2.15)


4224


1156.64
33.16
0.52
2.53(2.72)
0.26
2.51(2.57)


4809
4809

1209.63
33.63
0.21
2.11(1.87)
0.48
2.12(2.35)


4815


1210.66
33.55
0.18
1.72(1.76)
0.39
2.07(1.97)


4847
4847
4847
1213.62
24.59
0.31
3.09(3.25)
0.5
3.18(2.90)


4939


1225.67
25.29
0.26
3.45(3.49)
0.48
3.92(3.97)


4979


1229.69
34.21
0.58
2.50(2.52)
0.39
2.07(2.18)


5032


1235.66
33.71
0.26
2.41(2.32)
0.45
2.43(2.43)


5145


1247.71
34.45
0.37
2.21(2.15)
0.16
2.18(2.23)


5182


1251.71
25.66
0.33
2.66(2.70)
0.55
3.38(3.42)


5448
5448
5448
1278.79
35
0.19
2.62(2.64)
0.55
3.49(3.57)


5519


1285.71
33.91
0.47
2.54(2.63)
0.61
2.94(2.97)


5864


1324.69
33.96
0.37
2.91(2.99)
0.16
2.63(2.75)


5902


1328.58
28.1
0.12
3.20(3.29)
0.32
3.06(2.85)


5936
5936
5936
1332.7
34.13
0.3
2.60(2.49)
0.68
2.51(2.47)


5998
5998

1339.69
34.02
0.25
2.16(1.91)
0.55
2.30(2.28)


6004


1339.75
26.79
0.56
2.85(2.97)
0.35
2.61(2.72)


6012


1340.7
34.54
0.36
2.47(2.54)
0.13
2.54(2.50)


6289
6289
6289
1372.72
34.27
0.44
3.53(3.54)
0.71
3.35(3.48)


6330


1377.81
34.85
0.33
2.48(2.57)
0.45
3.50(3.66)


6333
6333
6333
1377.86
35.22
0.18
2.86(3.00)
0.47
3.43(3.65)


6387


1382.72
34.44
0.33
2.23(2.30)
0.13
2.36(2.52)


6796


1430.81
27.22
0.68
3.13(3.39)
0.77
3.69(3.76)


7010
7010

1456.67
23.22
0.14
2.80(2.69)
0.39
2.71(2.90)


7023
7023

1457.76
34.7
0.27
2.26(2.13)
0.52
2.46(2.31)


7101
7101
7101
1466.75
34.88
0.44
3.01(3.09)
0.28
2.71(2.75)


7143
7143
7143
1470.82
28.49
0.49
3.00(3.12)
0.29
2.15(2.28)


7183
7183
7183
1474.83
28.06
0.17
2.25(2.22)
0.31
2.51(2.38)


7214


1477.76
26.9
0.59
3.27(3.38)
0.71
3.86(4.01)


7217
7217

1477.75
34.81
0.3
2.36(2.39)
0.52
2.89(2.90)


7238
7238
7238
1479.85
34.98
0.53
2.94(2.97)
0.28
2.81(2.86)


7266


1482.88
35.1
0.44
3.33(3.17)
0.58
4.57(4.62)


7404


1499.79
35.06
0.62
2.85(2.80)
0.45
2.47(2.52)


7476
7476

1509.7
26.24
0.14
2.62(2.53)
0.39
2.50(2.74)


7613


1525.74
34.48
0.29
2.27(2.13)
0.45
3.13(3.04)


7636
7636
7636
1528.81
27.47
0.67
3.79(3.93)
0.94
4.05(4.30)


7874


1557.87
28.16
0.49
3.44(3.68)
0.29
2.66(2.65)


7907


1562.83
35.24
0.15
2.05(2.26)
0.35
1.84(1.66)


8023
8023
8023
1575.87
27.62
0.1
2.27(2.09)
0.42
2.53(2.32)


8057


1579.83
35.27
0.23
2.16(2.09)
0.42
2.65(2.84)


8094


1584.9
28.16
0.23
2.80(2.91)
0.06
1.95(1.95)


8112


1587.82
28.34
0.45
2.47(2.45)
0.26
2.11(2.05)


8176


1595.82
35.22
0.23
2.23(2.17)
0.45
2.02(1.78)


8182
8182
8182
1596.84
35.53
0.56
2.65(2.54)
0.29
2.78(2.83)


8339


1614.91
28.79
0.71
2.97(2.93)
0.48
2.87(2.85)


8491
8491
8491
1632.83
35.36
0.27
2.87(3.04)
0.52
3.23(3.35)


8619


1646.88
28.02
0.14
2.80(2.97)
0.32
2.68(2.56)


8635


1648.85
35.47
0.38
2.56(2.70)
0.16
3.05(3.30)


8880
8880

1678.92
35.48
0.11
2.72(2.78)
0.32
3.44(3.58)


8919


1683.89
35.66
0.27
2.22(2.16)
0.48
2.62(2.44)


9085
9085

1704.89
34.11
0.29
2.31(2.36)
0.1
2.25(2.23)


9106


1707.01
23.73
0.21
2.45(2.42)
0.03
2.08(2.08)


9380


1742.9
35.61
0.38
2.59(2.75)
0.65
2.58(2.58)


9648


1774.97
30.5
0.44
2.49(2.49)
0.19
2.39(2.38)


9802


1794.92
35.89
0.15
1.58(1.49)
0.32
2.05(2.20)


9956


1813.98
36.09
0.51
2.95(2.92)
0.29
2.51(2.49)


10067


1829.94
36.26
0.27
2.26(2.22)
0.1
1.17(1.13)


10296


1857.98
36.06
0.11
2.06(2.12)
0.26
2.63(2.49)


10349


1865.97
36.26
0.1
2.55(2.83)
0.29
1.75(1.91)


10913


1946.07
30.85
0.45
2.51(2.50)
0.26
2.20(2.30)


10992
10992

1958.05
36.7
0.11
2.12(2.19)
0.35
2.33(2.51)


11096


1972.08
25.48
0.27
2.43(2.27)
0.1
2.00(2.06)


11577


2044.12
32.14
0.11
2.04(2.42)
0.32
2.19(2.05)


12188


2139.02
25.31
0.33
2.63(2.76)
0.48
3.30(3.20)


12274
12274
12274
2150.19
25.91
0.27
2.13(1.98)
0.55
2.58(2.54)


12534
12534

2184.13
37.02
0.26
1.96(1.92)
0.03
0.85(0.85)


12814


2224.15
37.58
0.16
2.20(2.27)
0.35
2.30(2.47)


12829


2226.23
32.28
0.37
2.87(2.96)
0.19
2.50(2.45)


13109
13109

2267.24
32.44
0.22
2.28(2.39)
0
0.00(0.00)


13345


2300.1
31.84
0.25
2.32(2.52)
0.42
3.03(3.24)


13670
13670
13670
2346.31
33.26
0.25
2.48(2.41)
0.45
2.46(2.61)


14143


2423.28
36.64
0.23
2.13(1.95)
0.42
3.12(2.96)


14373


2459.3
33.69
0.21
1.93(2.13)
0.42
2.28(2.54)


14469
14469

2476.33
28.89
0.11
1.58(1.65)
0.32
1.96(1.73)


14517


2483.25
38.39
0.19
1.73(1.77)
0.35
2.16(2.30)


14710
14710

2512.25
32.75
0.1
2.53(2.29)
0.39
2.86(2.90)


14835
14835
14835
2530.37
33.59
0.18
2.12(2.17)
0.58
2.72(2.75)


16361


2796.53
24.95
0.32
3.24(3.32)
0.13
2.40(2.54)


16428
16428
16428
2809.53
20.89
0.36
2.68(2.87)
0.1
2.43(2.65)


16759


2867.52
31.06
0.27
2.66(2.88)
0.1
1.06(1.16)


17267


2966.56
29.03
0.33
3.26(3.51)
0.13
3.70(3.74)


18815
18815
18815
3307.78
23.81
0.29
2.87(2.69)
0.06
3.33(3.33)


18891


3325.81
23.82
0.41
3.65(3.74)
0.19
3.23(3.39)


21184
21184

4101.2
26.01
0.16
2.54(2.50)
0.39
2.55(2.56)


21239


4119.18
25.8
0.45
3.93(4.09)
0.23
4.08(3.95)


22284


4563.5
26.41
0.36
3.56(3.58)
0.16
2.76(2.84)


149512


1485.85
22.56
0.1
2.57(2.47)
0.26
2.44(2.48)


149766
149766
149766
846.43
21.51
0.1
1.28(1.24)
0.42
2.34(2.20)


149777


852.48
24.22
0.19
1.12(1.08)
0.35
1.89(1.80)


149780


855.47
23.41
0.15
2.11(2.12)
0.39
2.36(2.48)


149790
149790
149790
862.4
21.52
0.07
1.82(2.31)
0.35
2.53(2.28)


149814


880.45
24.08
0.05
1.12(1.07)
0.23
1.58(1.66)


149852
149852
149852
899.43
29.06
0.01
2.10(2.10)
0.26
2.06(1.93)


149882


919.51
32.26
0.05
1.42(1.46)
0.23
2.37(2.26)


149899


929.44
25.88
0.15
1.62(1.56)
0.32
2.14(1.97)


149911


938.54
30.53
0.14
1.46(1.36)
0.29
2.43(2.46)


149938
149938

959.54
31.51
0.23
2.30(2.32)
0
0.00(0.00)


149948


969.5
26.06
0.1
2.37(2.33)
0.29
2.30(2.20)


149985


994.55
23.27
0.08
1.88(1.59)
0.26
2.00(2.03)


149987


996.48
41.3
0.25
1.99(1.91)
0.06
1.52(1.52)


149992
149992

1001.55
32.15
0.26
2.13(2.28)
0
0.00(0.00)


150014


1016.65
20.47
0.23
1.69(1.67)
0.03
0.63(0.63)


150040
150040

1029.59
32.62
0.42
2.02(2.18)
0.1
2.68(2.42)


150041


1032.6
23.29
0.59
2.64(2.66)
0.32
2.55(2.44)


150043
150043

1032.67
34.77
0.04
1.70(1.54)
0.26
2.29(2.58)


150052


1038.58
25.76
0.1
2.12(2.09)
0.26
1.77(1.60)


150056


1042.51
41.52
0.23
2.07(2.15)
0.03
1.12(1.12)


150110


1086.59
32.51
0.25
2.12(2.02)
0.06
2.03(2.03)


150125


1099.6
32.49
0.38
2.27(2.29)
0.16
2.58(2.74)


150126


1099.67
24.2
0.23
2.41(2.37)
0.39
3.27(3.24)


150136


1109.6
32.95
0.53
2.24(2.29)
0.26
2.31(2.39)


150142


1114.64
24
0.49
2.70(2.82)
0.26
2.32(2.45)


150144


1116.68
32.85
0.1
2.38(2.24)
0.26
1.93(2.10)


150167


1134.6
32.81
0.29
2.49(2.46)
0.06
1.57(1.57)


150185
150185
150185
1149.75
35.14
0.15
2.67(2.55)
0.45
3.12(3.28)


150189
150189
150189
1155.56
25.94
0.05
2.06(1.98)
0.32
2.60(2.55)


150194


1158.63
33.34
0.18
2.20(2.39)
0.42
2.22(2.41)


150208


1176.61
33.47
0.08
1.98(1.99)
0.23
2.50(2.33)


150210


1176.7
21.69
0.26
1.84(1.79)
0.06
1.58(1.58)


150222


1184.71
20.71
0.23
2.00(1.97)
0.06
1.47(1.47)


150225


1190.68
24.33
0.26
2.09(2.23)
0.03
2.63(2.63)


150231


1198.68
25.3
0.14
2.50(2.46)
0.32
2.50(2.55)


150252


1229.49
28.88
0.11
3.09(3.17)
0.32
3.57(3.53)


150280


1268.67
33.52
0.12
2.43(2.56)
0.29
2.25(2.44)


150294


1276.67
28.22
0.25
1.93(1.89)
0.06
1.97(1.97)


150304
150304

1287.62
25.99
0.05
3.45(3.52)
0.26
3.64(3.71)


150307
150307

1291.72
25.97
0.19
2.42(2.56)
0.45
2.81(3.06)


150323


1305.7
25.99
0.08
2.12(2.49)
0.23
2.50(2.44)


150334


1318.84
19.65
0.23
1.75(1.89)
0.03
2.24(2.24)


150338
150338

1322.6
34.3
0.03
2.81(2.81)
0.23
3.04(2.92)


150355
150355
150355
1338.69
33.88
0.07
1.91(1.50)
0.32
2.50(2.29)


150364


1349.51
29.72
0.07
2.83(2.78)
0.23
3.09(2.78)


150369


1355.78
27.96
0.3
2.44(2.52)
0.1
1.63(1.45)


150370
150370

1357.59
23.86
0.04
1.94(1.63)
0.23
2.81(2.82)


150374


1362.69
34.33
0.18
2.38(2.16)
0.35
2.70(2.90)


150396


1385.77
26.75
0.07
1.85(2.21)
0.23
2.41(2.78)


150397
150397

1386.67
23.7
0.19
2.56(2.34)
0.45
2.95(3.12)


150403
150403
150403
1395.85
34.56
0.07
3.25(3.59)
0.35
4.24(4.26)


150411


1400.77
26.65
0.07
2.55(2.60)
0.23
2.37(2.35)


150416


1406.71
34.31
0.19
2.58(2.56)
0.42
2.24(2.44)


150418


1408.79
26.71
0.07
2.65(3.19)
0.23
2.01(1.85)


150423


1413.66
25.58
0.08
2.76(2.69)
0.26
3.38(3.55)


150428


1415.76
34.6
0.42
2.72(2.99)
0.19
2.74(2.70)


150430


1416.78
27.16
0.08
1.88(1.84)
0.26
2.39(2.42)


150436
150436

1420.75
34.67
0.07
2.71(2.26)
0.29
2.77(2.56)


150440


1424.68
22.13
0.05
1.91(2.00)
0.23
2.56(2.47)


150480


1460.81
27.06
0.14
2.47(2.47)
0.35
2.34(2.30)


150491


1469.79
34.98
0.36
2.01(1.98)
0.13
2.43(2.52)


150508


1482.82
22.3
0.1
3.02(2.67)
0.29
3.54(3.40)


150513


1486.83
27.62
0.4
2.86(2.99)
0.23
2.39(2.38)


150541


1514.71
23.04
0.1
2.90(2.94)
0.29
3.88(3.69)


150545


1519.82
35.32
0.21
2.70(2.90)
0
0.00(0.00)


150585


1562.88
27.73
0.23
3.03(3.01)
0.06
2.86(2.86)


150634


1606.83
35.56
0.05
2.13(2.13)
0.23
2.32(2.19)


150648


1616.84
35.29
0.16
1.96(2.07)
0.32
2.80(2.54)


150662


1626.83
35.38
0.1
1.83(2.20)
0.26
2.17(2.17)


150672


1642.87
28.24
0.08
1.96(1.87)
0.23
2.32(2.37)


150688


1666.82
23.69
0.19
2.35(2.40)
0.42
2.85(2.87)


150697
150697
150697
1674.88
35.85
0.08
1.96(1.70)
0.32
3.36(3.22)


150703


1677.9
35.62
0.23
2.39(2.43)
0.03
2.90(2.90)


150717


1692.89
35.63
0.11
1.96(1.55)
0.26
2.22(2.30)


150754


1723.83
22.06
0.07
2.15(2.14)
0.23
2.26(2.71)


150776


1741.95
28.77
0.14
2.95(2.80)
0.32
2.62(2.54)


150795


1761.95
30.02
0.38
2.39(2.41)
0.13
2.46(1.96)


150806
150806
150806
1771.88
24.48
0.1
2.37(2.27)
0.39
2.69(2.71)


150841
150841

1806.03
29.26
0.1
2.29(2.31)
0.32
2.48(2.27)


150844


1807
29
0.18
2.35(2.18)
0.42
2.55(2.53)


150884


1842.03
24.48
0.25
2.35(2.25)
0.06
1.80(1.80)


150938
150938

1894.03
30.33
0.1
2.47(2.59)
0.35
2.41(2.49)


150943
150943

1899.93
21.61
0.07
2.99(3.07)
0.29
3.60(3.94)


150947


1904.02
30.7
0.07
1.44(1.59)
0.23
2.61(2.16)


150977


1928.99
24.65
0.15
2.28(2.08)
0.35
2.45(2.52)


151035


1989.99
25.53
0.04
2.80(2.93)
0.23
1.75(1.72)


151037
151037

1991.05
30.56
0.1
1.64(1.53)
0.32
2.41(2.34)


151064


2025.06
37.05
0.11
1.96(2.06)
0.26
2.26(2.06)


151068


2028.1
31.44
0.12
2.20(1.75)
0.29
2.06(1.98)


151089


2049
21.31
0.15
2.82(3.16)
0.32
3.07(2.98)


151103
151103

2063.89
26.69
0.03
1.69(1.69)
0.23
2.55(2.57)


151133


2099.13
31.18
0.14
2.02(1.78)
0.35
2.49(2.59)


151136
151136
151136
2102.92
21.77
0.03
2.00(2.00)
0.26
3.21(3.09)


151174
151174

2138.24
22.75
0.25
2.51(2.37)
0
0.00(0.00)


151191


2156.17
26.24
0.1
2.36(2.38)
0.29
2.33(2.34)


151213
151213

2185.21
25.49
0.03
1.25(1.25)
0.23
2.32(2.23)


151220


2189.95
22.11
0.05
3.02(2.80)
0.23
2.93(3.11)


151238


2206.14
32.39
0.16
2.46(2.48)
0.32
2.95(3.26)


151239


2207.18
31.87
0.07
1.97(1.97)
0.23
2.22(2.14)


151245
151245

2218.19
25.46
0.05
1.61(1.67)
0.26
2.63(2.58)


151276


2255.26
23.33
0.07
1.43(1.24)
0.23
2.83(2.58)


151277
151277

2258.2
38.01
0.11
1.46(1.53)
0.32
2.73(2.73)


151278


2260.03
20.82
0.05
2.21(2.39)
0.23
3.29(3.75)


151295
151295

2289.01
23.09
0.05
2.60(2.76)
0.29
2.73(3.00)


151296


2293.16
37.42
0.1
1.43(1.45)
0.26
1.68(1.87)


151319


2320.25
26.49
0.41
2.42(2.41)
0.16
2.44(2.53)


151336


2344.16
22.96
0.1
2.75(2.74)
0.26
3.25(3.35)


151342
151342

2353.08
26.82
0.03
2.73(2.73)
0.23
1.80(1.91)


151350


2367.26
26.97
0.1
2.01(1.94)
0.26
2.33(2.30)


151356


2374.27
33.06
0.26
2.17(2.42)
0.06
1.66(1.66)


151358
151358

2376.04
23.34
0.08
3.08(3.14)
0.29
3.48(3.74)


151364


2384.27
37.98
0.11
1.66(1.74)
0.26
2.42(2.40)


151366


2385.31
33.5
0.11
1.89(1.89)
0.32
2.31(1.97)


151373


2397.24
27.05
0.08
1.85(1.69)
0.26
2.62(2.53)


151378


2401.24
32.19
0.07
1.57(1.24)
0.23
2.17(1.94)


151397


2434.31
33.21
0.14
1.99(2.08)
0.29
2.59(2.41)


151406


2459.17
21.27
0.07
2.49(2.93)
0.23
3.16(3.03)


151413


2474.34
24.18
0.07
2.40(2.58)
0.26
2.16(2.27)


151424


2489.11
23.54
0.11
2.52(2.66)
0.29
2.84(3.22)


151425


2491.28
33.75
0.21
2.42(2.39)
0
0.00(0.00)


151444
151444

2521.21
22.84
0.04
2.26(2.34)
0.23
2.59(2.58)


151446


2524.34
27.1
0.18
1.84(1.93)
0.35
2.28(2.26)


151492


2617.25
21.28
0.07
3.25(2.97)
0.23
3.37(3.41)


151495
151495

2620.35
25.03
0.03
1.55(1.55)
0.23
2.14(2.07)


151499


2633.32
23.53
0.1
2.55(3.10)
0.29
3.17(2.90)


151510


2658.45
24.48
0.11
1.77(1.59)
0.26
2.02(2.16)


151527


2697.34
31.9
0.26
2.05(2.25)
0.1
0.87(0.64)


151589


2927.44
35.19
0.07
2.20(2.29)
0.26
2.48(2.97)


151598


2987.61
30.05
0.08
1.77(1.73)
0.23
2.08(2.42)


151624
151624
151624
3076.51
29.21
0.01
2.07(2.07)
0.26
2.66(2.33)


151625
151625
151625
3077.76
25.68
0.07
2.05(2.24)
0.32
2.41(2.33)


151639
151639
151639
3165.64
32.95
0.11
1.94(2.06)
0.39
3.29(3.40)


151644


3209.69
25.15
0.07
2.92(3.08)
0.26
2.71(2.82)


151659
151659

3306.75
27.03
0.07
2.55(2.10)
0.26
3.28(3.26)


151664
151664
151664
3364.74
35.47
0.05
1.82(1.77)
0.32
2.38(2.44)


151667


3376.83
34.68
0.16
2.57(2.71)
0.39
3.12(3.07)


151669
151669
151669
3392.79
34.29
0.03
1.43(1.43)
0.32
2.57(2.84)


151675
151675

3436.69
30.69
0.16
2.62(2.54)
0.42
2.99(2.80)


151680
151680

3463.77
34.53
0.07
2.13(1.78)
0.29
2.27(2.27)


151682


3472.87
24.13
0.4
3.05(3.07)
0.19
2.46(2.55)


151699


3641.93
31.8
0.12
2.85(2.81)
0.32
2.43(2.38)


151701


3704.94
24.77
0.1
2.78(2.56)
0.26
3.37(3.33)


151703


3800.95
20.9
0.07
3.29(3.46)
0.23
3.11(3.15)


151705
151705

3914.05
20.9
0.04
2.36(2.35)
0.26
2.93(2.95)


151713
151713
151713
4074.92
24.22
0.04
3.61(3.68)
0.32
2.57(2.46)


151714


4117.99
20.87
0.07
3.53(3.42)
0.23
3.39(3.58)


151717
151717

4134.22
26.28
0.08
2.73(2.75)
0.32
2.95(2.62)


151719


4137.12
25.07
0.08
3.44(3.47)
0.23
3.37(3.29)


151725


4265.19
23.12
0.07
3.62(3.43)
0.26
3.08(3.00)


151731


4323.23
23.2
0.07
2.17(1.88)
0.23
2.05(2.01)


151735


4478.96
21.22
0.08
2.87(2.83)
0.23
3.66(3.61)


151742
151742

4716.31
23.28
0.03
3.07(3.07)
0.23
2.71(2.61)


151745
151745
151745
4800.01
28.72
0.18
2.57(2.72)
0.48
2.83(3.08)


151747


4872.26
21.91
0.08
3.30(3.15)
0.23
3.33(3.61)


151751


5042.37
22.01
0.1
3.38(3.45)
0.26
3.05(3.29)


151752


5080.47
24.72
0.08
2.45(2.11)
0.23
3.15(3.25)


151757


5208.59
23.05
0.08
2.93(2.79)
0.23
2.74(2.64)
















TABLE 2a







List of markers that enable the differentiation of a cholangiocellular


carcinoma from benign strictures, especially from a primary sclerosing cholangitis,


in body fluid samples, for example, in urine, in a multimarker model.










Cholangiocellular




carcinoma
Benign stricture

















more
Mass
CE time

mean log amp

mean log amp


Protein ID
preferably
preferably
[Da]
[min]
Frequency
(log median)
Frequency
(log median)


















6498


923.42
22.01
0.34
1.74(1.82)
0.69
1.89(1.90)


8503
8503
8503
947.47
24.74
0.16
2.06(2.13)
0.37
2.04(2.06)


11413


981.59
24.80
0.36
2.01(2.02)
0.70
2.25(2.27)


13746
13746
13746
1025.47
25
0.33
1.96(1.98)
0.17
1.78(1.80)


15776


1068.45
24.76
0.87
2.87(2.81)
0.97
3.19(3.22)


15800


1068.51
21.75
0.7
2.26(2.26)
0.85
2.45(2.49)


16854
16854

1082.5
23.91
0.37
1.98(1.93)
0.71
2.26(2.27)


18939
18939

1114.48
24.21
0.21
1.89(1.98)
0.59
2.03(2.05)


19773
19773
19773
1128.39
33.59
0.4
2.83(2.82)
0.67
2.99(3.05)


20334
20334
20334
1138.47
37.07
0.43
1.95(2.05)
0.42
1.93(2.02)


21709


1156.61
27.15
0.43
2.31(2.37)
0.05
2.33(2.13)


23628
23628
23628
1184.56
26.4
0.44
2.12(2.04)
0.3
2.03(2.00)


24393
24393
24393
1198.54
25.95
0.52
1.97(1.99)
0.23
1.74(1.74)


25866
25866

1223.55
27.46
0.6
2.29(2.25)
0.37
2.02(2.03)


26431
26431
26431
1231.49
39.57
0.62
2.30(2.29)
0.51
2.02(2.10)


28103


1257.44
33.92
0.65
3.03(3.04)
0.95
3.20(3.20)


28306
28306
28306
1260.6
27.43
0.37
2.15(2.05)
0.07
1.88(1.72)


29906
29906

1287.59
21.87
0.44
2.51(2.52)
0.83
2.71(2.68)


31480
31480

1312.55
29.77
0.83
2.60(2.70)
0.93
3.02(3.11)


32470
32470

1326.55
29.2
0.4
2.07(2.04)
0.64
2.30(2.43)


33727
33727
33727
1350.63
27.09
0.33
2.56(2.63)
0.65
2.46(2.47)


33840


1352.78
24.6
0.56
2.26(2.39)
0.78
2.51(2.52)


33973


1353.66
25.63
0.59
2.30(2.28)
0.82
2.47(2.53)


36156


1392.62
21.75
0.9
3.20(3.26)
0.97
3.57(3.63)


37056


1409.58
22.04
1
3.63(3.61)
0.99
3.96(3.98)


37949


1425.59
22.32
0.86
3.04(3.09)
0.98
3.43(3.47)


40091


1449.64
21.86
0.95
3.25(3.29)
0.99
3.71(3.76)


41514


1467.81
24.69
0.6
2.99(3.03)
0.83
3.36(3.41)


42304


1485.67
23.77
0.81
2.95(2.98)
0.96
3.18(3.17)


42404
42404
42404
1487.65
29.62
0.14
2.24(2.22)
0.43
2.54(2.57)


42833
42833

1495.68
23.36
0.32
2.16(2.10)
0.68
2.30(2.32)


45980
45980

1552.5
37.21
0.4
2.94(3.01)
0.82
3.32(3.38)


46338
46338

1560.58
21.77
0.4
2.45(2.47)
0.69
2.67(2.70)


46649
46649
46649
1563.7
29.46
0.35
2.48(2.59)
0.55
2.22(2.20)


48093


1579.68
23
0.59
2.55(2.71)
0.87
2.71(2.79)


48580
48580

1588.71
30.15
0.4
2.30(2.44)
0.8
2.70(2.72)


49958
49958
49958
1608.73
30.93
0.48
2.50(2.52)
0.7
2.58(2.53)


50212
50212

1613.82
23.99
0.29
2.04(2.09)
0.73
2.21(2.24)


50638
50638
50638
1620.7
22.66
0.21
2.47(2.49)
0.65
2.51(2.60)


50904
50904
50904
1624.55
37.73
0.57
2.77(2.85)
0.89
3.06(3.01)


51804


1634.8
29.72
0.75
3.17(3.11)
0.68
2.65(2.62)


52189


1640.58
23.24
0.76
3.31(3.32)
0.99
3.73(3.80)


53216


1654.78
23.13
0.75
3.01(3.14)
0.33
2.45(2.43)


54687
54687
54687
1684.67
31.75
0.37
3.18(3.33)
0.23
3.11(3.33)


54846


1687.54
37.79
0.25
2.19(2.28)
0.63
2.24(2.24)


58880
58880

1764.68
19.91
0.24
2.11(2.07)
0.52
2.47(2.53)


59928
59928
59928
1788.84
29.87
0.27
2.25(2.23)
0.37
2.63(2.65)


60259
60259
60259
1796.84
20.95
0.37
2.25(1.97)
0.15
1.85(1.88)


60816


1808.79
23.72
0.20
2.19(2.19)
0.55
2.46(2.51)


61221


1817.69
20.23
0.71
3.12(3.19)
0.93
3.47(3.52)


61332


1819.8
23.36
1
3.32(3.37)
0.99
3.65(3.72)


61984


1835.71
19.91
0.51
2.64(2.75)
0.81
2.92(3.00)


64899


1892.97
24.56
0.44
2.45(2.46)
0.69
2.65(2.64)


64905
64905

1893.03
28.86
0.25
2.44(2.57)
0.67
2.40(2.42)


65746


1911.05
24.98
0.94
4.41(4.50)
0.98
4.76(4.87)


65998


1913.90
40.96
0.27
2.07(2.12)
0.58
2.35(2.46)


67632


1943.01
24.94
0.43
3.34(3.22)
0.07
2.93(2.69)


67951


1950.85
35.77
0.30
2.50(2.61)
0.67
2.66(2.71)


69769


1991.94
22.05
0.95
3.50(3.55)
0.98
3.08(3.11)


69979
69979

1996.79
20.98
0.49
2.57(2.52)
0.8
2.83(2.83)


70413


2007.94
22.1
1
3.68(3.71)
0.99
3.40(3.40)


72161


2039.13
21.78
0.63
2.82(2.85)
0.83
3.16(3.28)


72317


2041.98
28.5
0.21
1.82(1.86)
0.55
1.96(1.98)


73434


2067.82
20.62
0.6
2.96(3.01)
0.9
3.08(3.16)


73697


2070.92
25.4
0.75
2.70(2.78)
0.92
2.94(2.97)


74420
74420
74420
2085.93
22.07
0.32
4.07(4.24)
0.5
4.13(4.25)


75025
75025

2090.9
19.77
0.52
2.66(2.66)
0.15
2.22(2.16)


76839
76839
76839
2128.98
26.97
0.27
1.94(1.90)
0.39
2.09(2.14)


78111
78111
78111
2157.03
19.51
0.38
2.52(2.51)
0.08
2.21(2.24)


79720
79720
79720
2187.95
39.78
0.52
2.59(2.76)
0.83
2.94(2.98)


81263
81263
81263
2211.92
38.57
0.17
2.46(2.57)
0.04
2.16(2.29)


83107


2244.07
19.50
0.45
3.02(3.11)
0.10
2.51(2.48)


84302
84302

2261.08
25.68
0.57
2.42(2.53)
0.22
1.90(1.96)


86426


2306.03
19.53
0.78
3.48(3.47)
0.49
2.89(3.01)


87411
87411

2321.17
22.06
0.6
2.74(2.80)
0.3
2.57(2.55)


87692
87692
87692
2327.91
21
0.32
2.35(2.25)
0.49
2.43(2.55)


88184
88184

2337.08
35.66
0.62
2.87(2.89)
0.26
2.37(2.41)


88622
88622

2343.13
19.46
0.52
3.24(3.30)
0.24
2.58(2.60)


91855
91855

2414.15
19.57
0.56
3.29(3.37)
0.26
2.71(2.68)


98089


2559.18
19.41
0.75
3.94(4.05)
0.52
3.25(3.31)


98720
98720
98720
2565.14
23.74
0.48
2.56(2.60)
0.29
2.12(2.08)


106195


2716.36
20.19
0.48
3.72(3.39)
0.09
3.39(2.97)


107360
107360
107360
2740.23
23.46
0.35
2.79(2.92)
0.1
2.90(2.99)


107452


2742.25
42.14
0.36
2.12(2.22)
0.73
2.59(2.57)


107571


2744.13
35.11
0.14
1.63(1.47)
0.60
2.03(2.10)


107813
107813

2750.3
28.32
0.6
2.70(2.80)
0.39
2.32(2.29)


108327


2761.31
21.49
0.79
3.46(3.44)
0.59
3.01(2.98)


109937
109937
109937
2796.24
28.56
0.62
2.56(2.52)
0.26
2.18(2.18)


110841
110841
110841
2821.32
23.71
0.49
2.60(2.73)
0.18
2.28(2.46)


111304
111304

2834.19
22.47
0.19
2.05(1.98)
0.52
2.26(2.25)


111426


2837.36
23.87
0.6
3.03(3.16)
0.39
2.55(2.45)


111863


2849.27
23.34
0.07
2.31(2.13)
0.49
2.30(2.31)


112013
112013
112013
2853.33
23.78
0.63
3.09(3.10)
0.32
2.55(2.49)


112106


2854.36
34.86
0.75
3.12(3.23)
0.96
3.45(3.56)


112839
112839
112839
2873.33
28.56
0.29
2.36(2.32)
0.03
1.84(1.84)


114207
114207
114207
2911.31
21.66
0.27
2.32(2.04)
0.13
2.09(2.26)


114230


2912.17
25.56
0.83
2.72(2.80)
0.96
3.00(3.04)


116812


2977.18
19.52
0.21
2.48(2.60)
0.62
2.61(2.65)


117770


3001.43
35.4
0.65
3.36(3.27)
0.97
3.98(4.11)


118224


3013.29
22.29
0.81
3.42(3.47)
0.95
3.71(3.75)


118597


3021.35
23.42
0.54
2.78(2.90)
0.86
3.07(3.14)


118694
118694

3023.36
24.56
0.59
2.89(3.08)
0.35
2.17(2.21)


119292


3035.19
42.02
0.27
2.21(2.07)
0.71
2.71(2.79)


121070


3076.23
19.58
0.30
2.21(2.30)
0.63
2.73(2.82)


121716
121716

3091.44
28.4
0.21
2.44(2.48)
0.58
2.61(2.65)


124688
124688

3185.47
25.47
0.68
2.86(2.93)
0.4
2.22(2.22)


125263


3205.27
19.66
0.57
2.61(2.68)
0.82
2.88(2.96)


125797
125797
125797
3223.39
24.76
0.35
2.43(2.53)
0.11
2.47(2.36)


125799


3223.42
39.13
0.52
2.79(2.87)
0.79
2.86(2.91)


128249
128249
128249
3290.5
24.14
0.4
2.59(2.56)
0.6
2.81(2.88)


128329


3292.54
39.42
0.68
3.42(3.53)
0.96
3.87(3.97)


131990


3400.30
42.07
0.23
2.09(2.05)
0.59
2.42(2.54)


132980


3426.31
27.70
0.16
1.88(2.21)
0.54
2.23(2.32)


135412
135412
135412
3510.6
40.24
0.13
2.26(2.09)
0.51
2.33(2.34)


136790


3559.71
24.92
0.41
2.53(2.66)
0.76
2.72(2.77)


137922


3583.64
41.47
0.07
2.64(2.67)
0.38
2.30(2.40)


140112
140112
140112
3657.67
40.71
0.29
2.78(2.97)
0.84
3.05(3.19)


143106


3765.45
42.57
0.07
1.77(1.86)
0.47
2.30(2.31)


145865
145865
145865
3890.78
24.39
0.68
3.26(3.43)
0.47
2.49(2.38)


146151
146151
146151
3906.76
24.26
0.57
3.05(3.25)
0.2
2.57(2.44)


147541
147541
147541
3968.6
21.09
0.63
2.98(3.03)
0.93
3.19(3.24)


150909
150909
150909
4082.94
21.09
0.29
3.53(3.56)
0.06
3.99(3.96)


153795


4195.12
21.40
0.48
3.11(3.07)
0.05
2.50(2.09)


156450


4305.97
25.15
0.41
3.10(3.24)
0.08
3.18(3.11)


156878
156878

4321.94
25.2
0.59
3.66(3.96)
0.29
2.90(2.71)


159259
159259

4404.84
20.67
0.49
2.80(2.83)
0.74
2.93(2.97)


168079
168079
168079
4787.06
22.45
0.43
2.54(2.70)
0.19
2.27(2.28)


175081


5527.35
27.46
0.07
2.61(2.52)
0.40
2.67(2.66)


181591
181591
181591
8110.83
19.82
0.16
3.31(3.17)
0.04
2.45(2.57)


184206
184206

8917.25
22.55
0.29
2.37(2.24)
0.59
2.49(2.51)


189663
189663
189663
12716.79
25.9
0.11
2.24(2.23)
0.28
2.59(2.49)









In one embodiment, the markers are selected from the following markers of Table 2a:


8503, 13746, 15776, 15800, 16854, 18939, 19773, 20334, 23628, 24393, 25866, 26431, 28103, 28306, 29906, 31480, 32470, 33727, 33840, 33973, 36156, 37056, 37949, 40091, 41514, 42304, 42404, 42833, 45980, 46338, 46649, 48093, 48580, 49958, 50212, 50638, 50904, 51804, 52189, 54687, 58880, 59928, 60259, 61221, 61332, 61984, 64899, 64905, 65746, 69769, 69979, 70413, 72161, 72317, 73434, 73697, 74420, 75025, 76839, 78111, 79720, 81263, 84302, 86426, 87411, 87692, 88184, 88622, 91855, 98089, 98720, 107360, 107813, 108327, 109937, 110841, 111304, 111426, 112013, 112106, 112839, 114207, 114230, 117770, 118224, 118597, 118694, 121716, 124688, 125263, 125797, 125799, 128249, 135412, 136790, 140112, 145865, 146151, 147541, 150909, 156878, 159259, 168079, 181591, 184206, 189663.









TABLE 2b







List of markers that enable the differentiation of a primary sclerosing


cholangitis (PSC) from a cholangiocellular carcinoma (CCC) in a bile sample,


especially in an unclear bile duct stenosis, in a multimarker model.










CCC
PSC

















more
Mass
CE time

mean log amp

mean log amp


Protein ID
preferably
preferably
[Da]
[min]
Frequency
(log median)
Frequency
(log median)


















176


836.47
27.62
0.15
1.49(1.61)
0.38
1.87(1.80)


231


844.48
29.48
0.23
1.86(1.91)
0.47
1.80(1.77)


272


850.44
30.1
0.08
2.54(2.57)
0.26
2.15(2.57)


290
290
290
852.48
21.95
0.83
2.99(3.02)
0.92
3.43(3.64)


754
754

900.53
30.27
0.36
1.51(1.49)
0.59
2.10(2.25)


988
988
988
919.43
29.9
0.05
1.75(1.75)
0.32
1.97(1.94)


1134


930.55
23.13
0.46
2.13(2.16)
0.26
1.79(2.00)


1223


937.53
27.08
0.18
1.88(1.68)
0.38
2.09(2.07)


1261


939.51
31.09
0.38
2.32(2.36)
0.62
2.54(2.52)


1387


948.58
22.02
0.33
1.81(1.79)
0.12
2.02(1.92)


1711


970.59
23.06
0.05
1.81(1.81)
0.24
1.72(1.73)


1891


983.58
31.9
0.46
2.09(2.17)
0.61
2.65(2.66)


2651
2651

1038.61
23.39
0.39
2.50(2.42)
0.61
2.63(2.74)


2674
2674
2674
1040.59
25.26
0.46
2.40(2.31)
0.71
2.49(2.53)


2809
2809
2809
1049.59
31.98
0.31
1.95(2.16)
0.62
2.61(2.68)


2832


1050.75
19.55
0.23
2.45(2.77)
0.03
1.84(1.84)


3085
3085
3085
1070.6
31.93
0.41
2.59(2.66)
0.61
2.53(2.48)


3099
3099

1071.62
33.07
0.41
1.67(1.93)
0.56
2.28(2.26)


3169
3169
3169
1076.59
32.49
0.1
2.11(2.16)
0.36
2.63(2.70)


3456
3456
3456
1094.58
32.22
0.41
2.41(2.30)
0.09
1.68(1.61)


3700
3700
3700
1112.59
33.47
0.49
2.77(2.89)
0.36
2.47(2.49)


4065
4065

1142.64
33.34
0.23
2.08(2.20)
0.47
2.21(2.40)


4139
4139

1148.65
33.44
0.41
2.20(2.23)
0.62
2.66(2.97)


4262
4262
4262
1159.64
33.64
0.13
2.08(1.81)
0.38
2.65(2.75)


4295
4613
4613
1163.61
26.14
0.21
2.26(2.32)
0.03
2.17(2.17)


4720
4720
4720
1200.7
24.98
0.15
2.22(2.13)
0.25
3.34(3.29)


4731
4731

1201.66
33.84
0.21
2.18(2.01)
0.5
2.33(2.40)


4755


1204.64
33.38
0.23
2.18(2.52)
0.44
2.71(2.62)


4840
4840

1212.68
33.51
0.44
2.72(2.87)
0.67
2.87(2.91)


4909
4909

1222.67
33.6
0.41
2.47(2.50)
0.65
2.67(2.75)


4995
4995
4995
1231.63
34.07
0.54
2.68(2.79)
0.71
3.11(3.14)


5086
5086

1242.67
33.64
0.28
2.34(2.81)
0.53
2.60(2.54)


5103
5103
5103
1243.67
33.55
0.34
2.86(2.82)
0.58
2.68(2.73)


5131
5131
5131
1246.67
33.57
0.1
2.87(2.99)
0.38
3.06(3.35)


5230


1256.67
25.21
0.08
1.60(1.39)
0.26
2.19(2.39)


5328


1266.72
25.46
0.31
2.42(2.45)
0.12
2.05(2.07)


5448
5448

1278.79
35
0.08
2.67(2.35)
0.32
2.61(2.65)


5510
5510
5510
1284.69
33.83
0.18
2.04(1.86)
0.38
2.78(2.45)


5741
5741

1309.71
34.13
0.36
2.04(1.99)
0.56
2.74(2.74)


5775
5775

1313.71
34.24
0.38
2.20(2.22)
0.59
2.54(2.56)


5787


1314.75
25.79
0.33
2.22(2.27)
0.09
1.78(1.91)


5851


1322.7
33.89
0.1
2.49(2.30)
0.29
2.48(2.42)


6054
6054
6054
1344.76
31.13
0.24
2.29(2.04)
0.22
2.36(2.36)


6072


1346.78
28.82
0.13
1.91(2.11)
0.32
2.26(2.12)


6135
6135

1354.72
25.47
0.28
2.38(2.34)
0.53
2.56(2.65)


6174


1358.72
34.27
0.26
2.83(3.12)
0.53
2.88(2.89)


6270


1370.7
34.14
0.13
2.44(2.92)
0.35
2.29(2.43)


6366
6366
6366
1380.78
26.56
0.41
2.89(2.77)
0.62
3.07(3.10)


6436
6436
6436
1388.76
26.84
0.64
3.28(3.33)
0.47
2.68(2.77)


6438
6438

1388.74
34.52
0.31
2.59(2.77)
0.5
3.19(3.34)


6507
6507
6507
1397.72
34.85
0.37
1.89(1.67)
0.22
1.95(1.87)


6885
6885

1440.78
29.43
0.27
2.60(2.39)
0.53
2.56(2.50)


7067


1462.76
34.56
0.1
1.89(1.90)
0.29
2.32(2.38)


7266


1482.88
35.1
0.36
2.82(2.63)
0.53
3.72(3.63)


7475
7475
7475
1508.82
27.62
0.44
2.16(2.13)
0.12
2.57(2.57)


7639
7639
7639
1528.82
35.05
0.62
3.35(3.46)
0.85
3.57(3.62)


7723


1539.84
35.21
0.23
2.91(2.90)
0.47
2.63(2.72)


7785
7785
7785
1547.81
35.18
0.39
2.73(2.63)
0.19
2.34(2.03)


8084
8084
8084
1582.81
35.15
0.13
1.76(1.85)
0.35
2.21(2.04)


8112
8112

1587.82
28.34
0.33
2.32(2.28)
0.59
2.57(2.53)


8386
8386
8386
1619.84
35.25
0.29
2.22(2.19)
0.25
2.27(2.12)


8518


1636
20.67
0.36
2.69(2.90)
0.15
2.26(2.69)


8621


1646.88
35.67
0.46
2.42(2.53)
0.24
2.45(2.53)


8662
8662
8662
1651.86
35.51
0.46
2.69(2.33)
0.12
2.05(2.22)


8727
8727

1659.87
28.3
0.33
2.83(2.92)
0.56
2.75(3.02)


8959


1687.87
28.53
0.21
2.36(2.29)
0.38
2.65(2.63)


9029


1696.91
28.63
0.1
1.70(1.92)
0.29
2.41(2.12)


9032
9032
9032
1696.91
35.65
0.33
2.30(2.28)
0.12
1.91(2.12)


9086
9086

1704.9
28.58
0.56
3.49(3.57)
0.68
3.98(4.00)


9106


1707.01
23.73
0.28
2.67(2.53)
0.12
1.85(2.00)


9151
9151
9151
1712.93
35.61
0.51
3.26(3.45)
0.76
3.35(3.43)


9528
9528
9528
1759.94
35.72
0.33
2.23(2.18)
0.06
2.66(2.66)


9554


1762.97
36.12
0.08
3.30(3.16)
0.26
2.67(2.56)


9602


1769.91
35.87
0.33
2.68(2.59)
0.15
1.95(2.14)


9944
9944
9944
1812.07
24.12
0.36
3.12(3.30)
0.09
2.18(1.87)


10357


1867.96
36.19
0.36
2.05(2.23)
0.15
2.10(1.75)


10784
10784
10784
1926.99
36.49
0.46
2.19(2.13)
0.25
2.30(2.47)


10893
10893

1944.03
23.99
0.23
3.01(2.94)
0.5
3.24(2.98)


10984
10984

1956.09
24.72
0.26
3.94(4.26)
0.03
2.73(2.73)


11096
11096
11096
1972.08
25.48
0.41
2.43(2.25)
0.12
2.44(2.62)


11283


2002.15
25.43
0.08
1.68(2.08)
0.26
2.59(2.61)


11334


2009.07
31.13
0.03
3.21(3.21)
0.21
2.72(2.90)


11467
11467

2027.13
35.4
0.21
2.36(2.23)
0.44
2.62(2.67)


11501


2032.1
37.12
0.13
1.96(2.00)
0.32
1.89(2.01)


12098
12098
12098
2125.21
31.46
0.21
2.13(1.97)
0.5
2.96(3.25)


12534


2184.13
37.02
0.18
1.57(1.61)
0.35
2.19(2.02)


12746
12746
12746
2215.15
32.1
0.08
1.87(2.01)
0.41
2.61(2.79)


12829


2226.23
32.28
0.26
2.93(2.81)
0.5
2.84(2.96)


13065


2260.21
23.11
0.36
2.67(2.52)
0.15
2.74(2.81)


13807
13807

2371.23
32.81
0.03
1.95(1.95)
0.24
2.28(2.09)


14143
14143
14143
2423.28
36.64
0.1
1.98(2.12)
0.38
2.18(1.95)


15246


2596.36
28.27
0.08
2.08(1.90)
0.26
1.91(1.99)


15375


2616.37
37.92
0.17
1.53(1.47)
0
0.00(0.00)


15571


2650.41
33.63
0.18
1.85(1.57)
0.41
1.97(1.96)


16759
16759
16759
2867.54
30.89
0.27
2.70(2.95)
0.25
2.62(2.59)


17000
17000
17000
2917.53
38.5
0.08
1.71(1.65)
0.35
2.10(1.87)


17831


3087.71
29.81
0.05
1.22(1.22)
0.21
2.08(1.90)


18203


3166.71
26.1
0.05
3.03(3.03)
0.21
3.07(3.59)


19487
19487
19487
3468.01
28.42
0.07
2.01(2.03)
0.22
2.22(2.12)


22973


4960.56
22.91
0.21
3.81(3.63)
0.03
3.55(3.55)


23004


4976.57
23.1
0.21
4.59(4.65)
0.03
2.52(2.52)


23618


5574.38
27.48
0.28
3.46(3.28)
0.06
2.90(2.90)


24144
24144
24144
6236.96
23.77
0.44
4.15(3.77)
0.15
3.40(3.25)


149713


806.47
21
0.1
1.44(1.56)
0.26
1.97(1.94)


149721
149721

811.38
39.4
0.03
2.14(2.14)
0.24
1.84(2.05)


149753


838.49
22.35
0.15
1.42(1.34)
0.38
1.53(1.59)


149768


847.45
29.8
0.26
1.44(1.14)
0.44
1.97(1.98)


149778


854.41
40.06
0.03
2.17(2.17)
0.21
1.92(1.96)


149779


854.48
29.59
0.1
2.16(2.19)
0.35
1.38(1.52)


149781
149781

855.5
30.41
0.03
0.68(0.68)
0.24
1.77(1.70)


149810


879.41
38.89
0.03
1.01(1.01)
0.21
1.67(1.78)


149815


880.45
28.99
0.13
2.01(2.03)
0.35
1.92(1.72)


149823
149823

884.47
27.77
0.03
1.16(1.16)
0.29
1.44(1.66)


149845


895.46
32.22
0.15
1.25(1.16)
0.35
1.53(1.43)


149854


900.54
22.61
0.13
2.27(2.42)
0.35
2.39(2.67)


149864


907.51
22.66
0.05
1.91(1.91)
0.26
1.91(2.39)


149873


912.51
32.38
0.15
1.83(1.64)
0.41
1.73(1.61)


149885
149885

920.46
39.93
0
0.00(0.00)
0.21
1.69(1.72)


149887


921.48
30.25
0.31
2.19(2.25)
0.53
2.48(2.42)


149895


926.49
34.35
0.21
1.24(1.17)
0.03
1.06(1.06)


149914


940.53
28.82
0.1
1.64(1.65)
0.29
1.76(1.61)


149916
149916
149916
941.52
30.36
0.1
2.04(2.20)
0.38
2.38(2.41)


149944
149944
149944
967.53
30
0.05
2.23(2.23)
0.32
2.37(2.40)


149959


974.59
24.3
0.26
2.29(2.22)
0.09
1.61(1.35)


149962


981.48
42.56
0.26
1.74(1.79)
0.09
0.88(0.96)


149982


990.58
24.84
0.08
1.40(1.49)
0.29
1.84(1.97)


149990
149990

999.64
31.72
0.03
3.02(3.02)
0.26
3.25(3.28)


150006


1011.58
23.61
0.1
2.08(2.15)
0.29
2.46(2.60)


150017


1019.53
30.93
0.28
2.27(2.33)
0.5
2.58(2.57)


150068


1051.57
32.41
0.1
2.21(2.23)
0.35
2.32(2.56)


150071


1054.58
32.64
0.15
2.09(1.79)
0.38
1.95(1.76)


150087


1066.58
31.77
0.1
2.55(3.06)
0.29
2.25(2.29)


150091


1068.64
23.76
0.28
1.81(1.65)
0.09
1.94(1.95)


150109


1086.51
43.23
0.26
1.51(1.64)
0.06
1.47(1.47)


150139
150139

1111.64
26.57
0.03
1.71(1.71)
0.24
1.78(1.64)


150158


1127.62
33.56
0.08
1.75(1.67)
0.29
1.79(1.64)


150159


1127.74
24.66
0.05
3.64(3.64)
0.24
3.22(3.21)


150166
150166

1133.61
33.28
0.36
2.27(2.47)
0.12
1.26(0.98)


150175


1139.64
41.79
0.05
1.96(1.96)
0.24
2.01(1.78)


150182


1147.66
21.71
0.23
1.70(1.70)
0.06
1.56(1.56)


150185


1149.75
35.14
0.05
2.76(2.76)
0.26
2.65(2.55)


150190


1155.62
41.79
0.13
2.13(1.66)
0.35
2.58(2.49)


150198
150198
150198
1167.72
33.32
0.08
2.68(2.42)
0.35
3.00(3.19)


150201


1168.69
26.5
0.23
2.73(2.75)
0.06
1.67(1.67)


150205


1174.66
26.79
0.23
1.95(1.67)
0.06
1.75(1.75)


150235


1202.69
25.98
0.21
2.33(2.44)
0.03
3.06(3.06)


150289


1272.69
22.08
0.05
1.87(1.87)
0.24
1.90(1.82)


150310
150310

1293.68
28.56
0.03
3.11(3.11)
0.26
2.31(2.45)


150314


1298.69
34.06
0.21
2.13(2.16)
0.03
1.75(1.75)


150320
150320

1302.74
25.77
0.03
2.41(2.41)
0.24
2.83(2.77)


150343


1327.71
34.24
0.41
2.88(2.78)
0.68
2.77(2.82)


150380


1369.7
34.22
0.31
2.90(3.15)
0.12
1.86(2.17)


150394


1383.81
23.64
0.23
1.90(1.76)
0.06
1.58(1.58)


150425


1413.79
21.57
0.05
2.20(2.20)
0.24
2.00(2.08)


150429


1415.94
21.82
0.21
3.24(3.38)
0.03
1.75(1.75)


150450


1429.74
34.42
0.33
2.73(3.06)
0.12
2.37(2.47)


150453


1431.69
43.82
0.1
2.61(2.60)
0.29
3.00(3.04)


150460


1437.83
27.23
0.26
2.20(2.22)
0.06
1.15(1.15)


150490


1469.65
44.36
0.1
3.19(3.38)
0.32
3.15(3.59)


150500


1478.77
34.68
0.31
2.23(1.95)
0.12
1.86(1.82)


150518


1491.81
27.3
0.05
1.36(1.36)
0.21
1.55(1.26)


150540


1513.78
34.83
0.28
2.49(2.47)
0.09
2.69(2.73)


150548


1524.81
35.28
0.13
2.34(2.41)
0.35
2.01(2.04)


150549


1524.84
28.38
0.26
2.55(2.45)
0.06
1.89(1.89)


150550


1526.9
22.5
0.23
2.86(2.98)
0.06
1.39(1.39)


150571


1554.89
22.84
0.26
2.31(2.39)
0.09
1.39(1.42)


150574


1556.92
22.57
0.1
1.96(1.74)
0.29
2.09(2.22)


150579


1559.83
28.51
0.08
1.79(1.51)
0.26
2.14(2.14)


150633
150633

1605.87
22.89
0.21
1.96(1.82)
0
0.00(0.00)


150664


1627.95
23.12
0.28
2.80(2.73)
0.06
2.40(2.40)


150678


1651.93
28.55
0.13
2.11(2.30)
0.32
2.23(2.26)


150694


1671.98
28.74
0.23
2.06(2.30)
0.06
2.28(2.28)


150714


1688.91
29.07
0.26
3.38(3.28)
0.06
2.46(2.46)


150728
150728

1699.92
35.81
0.33
2.92(2.98)
0.09
2.16(2.26)


150733


1705.98
23.55
0.05
2.06(2.06)
0.21
2.04(1.71)


150744
150744

1714.94
23.49
0.26
2.41(2.12)
0.03
2.85(2.85)


150758


1724.92
29.38
0.21
2.96(2.73)
0.03
2.00(2.00)


150775


1740.94
29.67
0.21
2.45(2.57)
0.03
1.81(1.81)


150778
150778

1748.9
35.28
0.21
2.26(2.38)
0
0.00(0.00)


150799


1765.94
35.61
0.1
1.22(1.20)
0.26
2.30(2.37)


150812


1779.02
24.01
0.21
2.22(2.29)
0.41
2.61(2.54)


150817


1782.99
30.91
0.1
2.38(2.50)
0.35
2.39(2.30)


150828


1796.92
35.6
0.23
1.84(2.09)
0.06
2.01(2.01)


150850


1811.98
36.55
0.1
2.43(2.65)
0.29
2.52(2.61)


150893


1849
24.68
0.21
1.92(1.90)
0.03
0.70(0.70)


150898


1852.95
36.26
0.33
2.60(2.86)
0.12
1.82(1.80)


150900
150900

1853.99
29.86
0.26
2.82(2.91)
0.03
1.32(1.32)


150942
150942

1899.03
30.75
0.26
2.19(1.97)
0.03
0.82(0.82)


150958
150958

1913.04
35.41
0.05
1.78(1.78)
0.29
1.90(1.78)


151007


1960.08
24.65
0.03
0.79(0.79)
0.21
2.07(2.46)


151008


1961.09
22.06
0.05
1.47(1.47)
0.24
2.57(2.88)


151015


1966.14
25.06
0.05
2.42(2.42)
0.21
2.42(2.50)


151033


1986.06
31.31
0.23
3.57(3.88)
0.03
1.46(1.46)


151044
151044

2003.18
24.16
0.03
2.64(2.64)
0.24
1.93(2.06)


151052


2015.1
36.27
0.03
2.03(2.03)
0.21
1.61(1.57)


151061


2024.08
36.98
0.05
1.46(1.46)
0.24
1.64(1.56)


151069


2029.09
30.65
0.23
2.36(2.88)
0.06
2.69(2.69)


151071


2031.08
25.09
0.33
2.00(1.61)
0.12
2.37(2.59)


151094


2056.03
36.55
0.05
2.43(2.43)
0.24
1.83(1.73)


151097


2058.13
31.81
0.23
2.22(2.33)
0.03
2.81(2.81)


151098


2059.06
36.26
0.03
0.97(0.97)
0.21
1.79(1.54)


151122


2079.95
30.14
0.13
2.72(2.67)
0.32
3.22(3.16)


151125


2081.08
36.88
0.23
2.19(2.22)
0.03
2.55(2.55)


151129


2088.29
22.36
0.21
3.34(3.75)
0.03
2.33(2.33)


151142


2108.14
26.07
0.03
2.10(2.10)
0.21
1.97(1.79)


151150
151150

2116.16
25.76
0.05
1.46(1.46)
0.26
2.25(2.22)


151166


2133.1
36.95
0.05
1.72(1.72)
0.21
2.21(2.38)


151176


2145.17
25.92
0.05
2.58(2.58)
0.21
1.82(1.85)


151200
151200

2171.22
32.68
0.28
2.95(2.69)
0.06
1.28(1.28)


151219


2189.33
22.89
0.28
3.37(3.23)
0.09
2.14(2.15)


151229


2198.17
32.69
0.28
3.24(3.46)
0.09
1.85(2.08)


151235


2202.31
22.23
0.26
2.54(2.32)
0.06
2.18(2.18)


151259


2232.19
32.69
0.23
2.52(3.06)
0.03
2.76(2.76)


151268


2247.23
26.48
0.23
2.89(3.07)
0.06
1.20(1.20)


151285
151285

2272.34
29.24
0.23
2.36(1.88)
0
0.00(0.00)


151291


2280.21
32.64
0.21
1.70(1.28)
0.03
1.92(1.92)


151315


2317.26
36.47
0.03
2.07(2.07)
0.21
1.64(1.58)


151320


2321.29
27.38
0.03
1.07(1.07)
0.21
1.85(2.10)


151353


2370.25
26.74
0.08
2.27(2.11)
0.26
2.05(2.48)


151360
151360

2377.3
27.13
0.05
2.99(2.99)
0.29
2.63(3.05)


151371
151371

2393.27
33.18
0.03
2.46(2.46)
0.24
1.28(1.25)


151388


2416.44
23.3
0.31
2.79(2.76)
0.09
2.66(2.66)


151391


2421.27
33.6
0.23
2.55(2.72)
0.06
2.29(2.29)


151397


2434.31
33.21
0.05
1.47(1.47)
0.24
2.12(2.08)


151423


2487.48
23.57
0.31
2.87(2.77)
0.12
2.70(2.43)


151436
151436
151436
2507.4
28.1
0.33
2.69(2.14)
0
0.00(0.00)


151450
151450

2532.42
24.15
0.21
2.22(2.13)
0
0.00(0.00)


151458


2552.41
27.64
0.15
1.71(1.75)
0.35
2.38(2.51)


151462


2559.36
33.65
0.03
1.65(1.65)
0.21
2.13(1.80)


151465


2560.39
33.61
0.05
2.56(2.56)
0.24
1.95(1.80)


151484
151484

2596.55
21.96
0.26
3.12(3.18)
0.03
2.28(2.28)


151491
151491

2614.38
28.34
0.23
2.91(3.19)
0
0.00(0.00)


151503


2637.28
27.88
0.1
2.64(2.93)
0.32
3.05(3.02)


151540


2746.36
28.53
0.03
2.57(2.57)
0.21
2.29(2.11)


151547
151547
151547
2775.52
25.23
0.31
2.27(2.21)
0.06
1.89(1.89)


151573


2871.52
29.41
0.03
3.35(3.35)
0.21
1.89(1.63)


151580


2901.57
25.12
0.03
2.20(2.20)
0.21
1.64(1.63)


151586


2917.55
34.51
0.23
3.27(3.86)
0.06
1.24(1.24)


151593


2956.61
23.07
0.36
3.06(3.14)
0.15
3.05(3.10)


151594


2964.63
30.1
0.05
2.58(2.58)
0.21
2.52(2.71)


151640
151640

3167.66
30.11
0
0.00(0.00)
0.26
2.63(2.98)


151661


3327.75
35.03
0.08
2.80(2.61)
0.26
2.27(2.56)


151667
151667

3376.83
34.68
0.05
2.40(2.40)
0.29
2.61(2.78)


151685


3489.67
33.76
0.03
3.16(3.16)
0.21
1.93(1.31)


151688
151688

3520.81
23.96
0.21
2.90(2.60)
0
0.00(0.00)


151711
151711

4045.28
21.47
0.21
3.49(3.28)
0
0.00(0.00)


151728


4272.27
25.9
0.05
3.00(3.00)
0.21
2.71(2.71)


151770


8288.94
19.99
0.31
3.00(2.87)
0.12
3.18(2.82)


151775


9948.59
21.08
0.23
2.83(2.23)
0.03
2.42(2.42)


151776
151776

11721.3
20.14
0.23
3.26(2.75)
0
0.00(0.00)


151777
151777

11737.3
20.28
0.28
3.43(3.43)
0
0.00(0.00)









In one embodiment, the markers are selected from the following markers of Table 2b:


176, 231, 272, 290, 754, 988, 1134, 1223, 1261, 1387, 1711, 2651, 2674, 2809, 2832, 3085, 3099, 3169, 3456, 3700, 4065, 4139, 4262, 4295, 4720, 4731, 4755, 4840, 4909, 4995, 5086, 5103, 5131, 5230, 5328, 5448, 5510, 5741, 5775, 5787, 5851, 6054, 6072, 6135, 6174, 6270, 6366, 6436, 6438, 6507, 6885, 7067, 7266, 7475, 7639, 7723, 7785, 8084, 8112, 8386, 8518, 8621, 8662, 8727, 8959, 9029, 9032, 9086, 9106, 9151, 9528, 9554, 9602, 9944, 10357, 10784, 10893, 10984, 11096, 11283, 11334, 11467, 11501, 12098, 12534, 12746, 12829, 13065, 13807, 14143, 15246, 15571, 16759, 17000, 17831, 18203, 19487, 22973, 23004, 23618, 24144, 149713, 149721, 149753, 149768, 149778, 149779, 149781, 149810, 149815, 149823, 149845, 149854, 149864, 149873, 149885, 149887, 149895, 149914, 149916, 149944, 149959, 149962, 149982, 149990, 150006, 150017, 150068, 150071, 150087, 150091, 150109, 150139, 150158, 150159, 150166, 150175, 150182, 150185, 150190, 150198, 150201, 150205, 150235, 150289, 150310, 150314, 150320, 150343, 150380, 150394, 150425, 150429, 150450, 150453, 150460, 150490, 150500, 150518, 150540, 150548, 150549, 150550, 150571, 150574, 150579, 150633, 150664, 150678, 150694, 150714, 150728, 150733, 150744, 150758, 150775, 150778, 150799, 150812, 150817, 150828, 150850, 150893, 150898, 150900, 150942, 150958, 151007, 151008, 151015, 151033, 151044, 151052, 151061, 151069, 151071, 151094, 151097, 151098, 151122, 151125, 151129, 151142, 151150, 151166, 151176, 151200, 151219, 151229, 151235, 151259, 151268, 151285, 151291, 151315, 151320, 151353, 151360, 151371, 151388, 151391, 151397, 151423, 151436, 151450, 151458, 151462, 151465, 151484, 151491, 151503, 151540, 151547, 151573, 151580, 151586, 151593, 151594, 151640, 151661, 151667, 151685, 151688, 151711, 151728, 151770, 151775, 151776, 151777.


The amino acid sequence of many of the peptides is known. It is shown in Table 3 together with the related precursor protein.









TABLE 3







Amino acid sequence and assignable precursor protein of the markers


with known sequence that are relevant to the recognition and differ-


entiation of a bile duct stenosis.












Protein


Start
Stop
Swissprot


ID
Sequence
Protein name
AA
AA
name





  1826
SLDKFLASV
Hemoglobin subunit alpha
 125
 133
HBA_HUMAN





  3099
IGDEAIEKPT
Actin-related protein 3
  62
  71
ARP3_HUMAN





  3252
VADALTNAVAH
Hemoglobin subunit alpha
  63
  73
HBA_HUMAN





  4065
LELAGNAARDN
Histone H2A type 1
  64
  74
H2A1_HUMAN





  4139
LVNEVTEFAK
Serum albumin
  66
  75
ALBU_HUMAN





  4262
DLLDDLKSEL
Annexin A5
  64
  73
ANXA5_HUMAN





  4840
WLQGSQELPR
Ig alpha-1 chain C region
 408
 417
IGHA1_HUMAN





  4847
IKDPDASKPED
Calreticulin
 208
 218
CALR_HUMAN





  5086
DLKSVLGQLGIT
Alpha-l-antitrypsin
  24
  35
A1AT_HUMAN





  5519
GKVNVDEVGGEAL
Hemoglobin subunit beta
  17
  29
HBB_HUMAN





  5775
VNVDEVGGEALGR
Hemoglobin subunit beta
  19
  31
HBB_HUMAN





  5902
FSDGLAHLDNLK
Hemoglobin subunit beta
  72
  83
HBB_HUMAN





  5936
KVVATTQMQAADA
Aminopeptidase N
 205
 217
AMPN_HUMAN





  6012
SGGTTmYPGIADR
Actin, cytoplasmic 1
 302
 314
ACTB_HUMAN





  6054
FYAPELLFFAK
Serum albumin
 173
 183
ALBU_HUMAN





  6174
FQNSAILTIQPK
Complement C5
  79
  90
CO5_HUMAN





  6289
LTEPADTITDAVK
Kallikrein-1
 126
 138
KLK1_HUMAN





  6438
LVTEVENGGSLGSK
Pyruvate kinase isozymes M1/M2
 193
 206
KPYM_HUMAN





  6507
DLAGRDLTDYLm
Beta-actin-like protein 2
 180
 191
ACTBL_HUMAN





  7067
LTGLLDLALEKDY
Pancreatic alpha-amylase
 177
 189
AMYP_HUMAN





  7101
TNAVAHVDDMPNAL
Hemoglobin subunit alpha
  68
  81
HBA_HUMAN





  7143
DGLAHLDNLKGTFA
Hemoglobin subunit beta
  74
  87
HBB_HUMAN





  7238
SLDKFLASVSTVLT
Hemoglobin subunit alpha
 125
 138
HBA_HUMAN





  7636
VGAHAGEYGAEALER
Hemoglobin subunit alpha
  18
  32
HBA_HUMAN





  7639
RPSGNLVSVLSGAEGS
Regenerating islet-derived
  71
  86
REG3A_HUMAN




protein 3-alpha








  7723
VNVDEVGGEALGRLL
Hemoglobin subunit beta
  19
  33
HBB_HUMAN





  7874
SDGLAHLDNLKGTFA
Hemoglobin subunit beta
  73
  87
HBB_HUMAN





  8182
VDDMPNALSALSDLH
Hemoglobin subunit alpha
  74
  88
HBA_HUMAN





  8339
GAFSDGLAHLDNLKGT
Hemoglobin subunit beta
  70
  85
HBB_HUMAN





  8386
SNKYDPPLEDGAMPS
F-actin-capping protein subunit
  76
  90
CAPZB_HUMAN




beta








  8491
MLLADQGQSWKEEV
Glutathione S-transferase P
  20
  33
GSTP1_HUMAN





  8619
AVHYLDETEQWEK
Complement C3
1024
1036
CO3_HUMAN





  8727
VGAHAGEYGAEALERM
Hemoglobin subunit alpha
  18
  33
HBA_HUMAN





  8919
AHVDDmPNALSALSDL
Hemoglobin subunit alpha
  72
  87
HBA_HUMAN





  9151
IAPQLSTEELVSLGEK
Afamin
 438
 453
AFAM_HUMAN





  9151
ALWGKVNVDEVGGEALG
Hemoglobin subunit beta
  14
  30
HBB_HUMAN





  9380
YAASSYLSLTPEQWK
Ig lambda-1 chain C regions
 194
 208
LAC1_HUMAN





  9554
VANPSGNLTETYVQDR
Filamin-A
1297
1312
FLNA_HUMAN





  9602
APVPTGEVYFADSFDR
Calnexin
  97
 112
CALX_HUMAN





  9956
TALWGKVNVDEVGGEALG
Hemoglobin subunit beta
  13
  30
HBB_HUMAN





 10067
SAVTALWGKVNVDEVGGE
Hemoglobin subunit beta
  10
  27
HBB_HUMAN





 10784
FESFGDLSTPDAVmGNPK
Hemoglobin subunit beta
  43
  60
HBB_HUMAN





 12814
SLDMDSIIAEVKAQYEDIAN
Keratin, type II cytoskeletal 
 253
 272
K2C8_HUMAN




8








149779
LSALSDLH
Hemoglobin subunit alpha
  81
  88
HBA_HUMAN





149895
GEALGRLLV
Hemoglobin subunit epsilon
  26
  34
HBE_HUMAN





150158
TPDAVMGNPKV
Hemoglobin subunit beta
  51
  61
HBB_HUMAN





150166
SASNMAIVDVK
Alpha-2-macroglobulin
1374
1384
A2MG_HUMAN





150198
ILDVLEEIPK
NADH dehydrogenase [ubiquinone]
  31
  40
NDUA5_HUMAN




1 alpha subcomplex subunit 5








150208
TEVENGGSLGSK
Pyruvate kinase isozymes M1/M2
 195
 206
KPYM_HUMAN





150343
NVDEVGGEALGRL
Hemoglobin subunit beta
  20
  32
HBB_HUMAN





150355
ISKQEYDESGPS
Actin, cytoplasmic 1
 357
 368
ACTB_HUMAN





150380
EYVQLISVYEK
Olfactomedin-4
 122
 132
OLFM4_HUMAN





150403
KVPQVSTPTLVEV
Serum albumin
 438
 450
ALBU_HUMAN





150436
AEFAEVSKLVTDL
Serum albumin
 250
 262
ALBU_HUMAN





150453
FFESFGDLSTPDA
Hemoglobin subunit beta
  42
  54
HBB_HUMAN





150540
DDmPNALSALSDLH
Hemoglobin subunit alpha
  75
  88
HBA_HUMAN





150648
LAKVDATEESDLAQQ
Protein disulfide-isomerase
  79
  93
PDIA1_HUMAN





150697
ImDPNIVGSEHYDVA
ATP synthase subunit beta,
 407
 421
ATPB_HUMAN




mitochondrial








150717
SDPEQGVEVTGQYER
Inter-alpha-trypsin inhibitor
 745
 759
ITIH4_HUMAN




heavy chain H4








150795
GAFSDGLAHLDNLKGTF
Hemoglobin subunit beta
  70
  86
HBB_HUMAN





 29906
LGPHAGDVEGHLS
Apolipoprotein A-IV
 329
 341
APOA4_HUMAN





118597
DGVSGGEGKGGSDGGGSHRK
CD99 antigen
  97
 129
CD99_HUMAN



EGEEADAPGVIPG









 19773
DFDDFNLED
CD99 antigen-like protein 2
  26
  34
C99L2_HUMAN





 54687
EpGSpGENGApGQMGPR
Collagen alpha-1(I) chain
 288
 304
CO1A1_HUMAN





 73697
GNSGEpGApGSKGDTGAK-
Collagen alpha-1(I) chain
 431
 453
CO1A1_HUMAN



GEPGp









108327
ERGSPGpAGPKGSpGEAGRp
Collagen alpha-1(I) chain
 510
 539
CO1A1_HUMAN



GEAGLpGAKG









 46649
SpGSPGPDGKTGPpGPAG
Collagen alpha-1(I) chain
 543
 560
CO1A1_HUMAN





 76839
DGKTGpPGPAGQDGRPGPpG
Collagen alpha-1(I) chain
 550
 572
CO1A1_HUMAN



ppG









 20334
DGEAGAQGPpGPA
Collagen alpha-1(I) chain
 613
 625
CO1A1_HUMAN





 33727
pPGEAGKpGEQGVP
Collagen alpha-1(I) chain
 651
 664
CO1A1_HUMAN





 23628
KpGEQGVpGDLG
Collagen alpha-1(I) chain
 657
 668
CO1A1_HUMAN





 42304
DGQpGAKGEpGDAGAK
Collagen alpha-1(I) chain
 820
 835
CO1A1_HUMAN





 28306
RpGEVGPpGPpGP
Collagen alpha-1(I) chain
 918
 930
CO1A1_HUMAN





 24393
GPpGESGREGApG
Collagen alpha-1(I) chain
1007
1019
CO1A1_HUMAN





118224
ESGREGAp-
Collagen alpha-1(I) chain
1011
1042
CO1A1_HUMAN



GAEGSpGRDGSpGAKGDRGE







TGPA









 74420
EGSpGRDGSpGAKGDRGET-
Collagen alpha-1(I) chain
1021
1042
CO1A1_HUMAN



GPA









 69769
DGESGRPGRpGERGLpGPpG
Collagen alpha-1(III) chain
 230
 249
CO3A1_HUMAN





 70413
DGESGRpGRpGERGLpGPpG
Collagen alpha-1(III) chain
 230
 249
CO3A1_HUMAN





 32470
SpGGpGSDGKpGPpG
Collagen alpha-1(III) chain
 541
 555
CO3A1_HUMAN





 25866
GPGGDKGDTGPpGP
Collagen alpha-1(III) chain
 624
 637
CO3A1_HUMAN





156878
LQGLpGTGGppGENGKpGEp
Collagen alpha-1(III) chain
 640
 687
CO3A1_HUMAN



GpKGDAGAPGAPGGKGDA-







GAPGERGppG









 61332
ApGAPGGKGDAGAp-
Collagen alpha-1(III) chain
 667
 687
CO3A1_HUMAN



GERGPpG









 60259
ApGPQGPRGDkGETGERG
Collagen alpha-1(III) chain
1084
1101
CO3A1_HUMAN





 33973
KGEAGLpGApGSPGQ
Collagen alpha-1(XIX) chain
 291
 305
COJA1_HUMAN





 78111
GPpGKAGEDGHpGKPGRpGE
Collagen alpha-2(I) chain
 136
 157
CO1A2_HUMAN



RG









110841
LkGQpGApGVKGEpGAp-
Collagen alpha-2(I) chain
 188
 217
CO1A2_HUMAN



GENGTPGQTGARG









112013
LkGQpGApGVkGEpGAp-
Collagen alpha-2(I) chain
 188
 217
CO1A2_HUMAN



GENGTpGQTGARG









107360
kGQpGApGVkGEpGAp-
Collagen alpha-2(I) chain
 189
 217
CO1A2_HUMAN



GENGTpGQTGARG









 51804
SpGNIGPAGKEGPVGLpG
Collagen alpha-2(I) chain
 455
 472
CO1A2_HUMAN





 75025
DEAGSEADHEGTHSTKRGHA
Fibrinogen alpha chain
 605
 624
FIBA_HUMAN





 86426
DEAGSEADHEGTHSTKRGHA
Fibrinogen alpha chain
 605
 626
FIBA_HUMAN



KS









 98089
DEAGSEADHEGTHSTKRGHA
Fibrinogen alpha chain
 605
 628
FIBA_HUMAN



KSRP









 13746
ATKTVGSDTF
Kininogen-1
  62
  71
KNG1_HUMAN





 49958
SGDSDDDEPPPLPRL
Membrane associated progester-
  54
  68
PGRC1_HUMAN




one receptor component 1








111426
IPVKQADSGSSEEKQLYNKY
Osteopontin
  17
  42
OSTP_HUMAN



PDAVAT









 15800
GEYKFQNAL
Serum albumin
 423
 431
ALBU_HUMAN





 48580
TGLSMDGGGSPKGDVDP
Sodium/potassium-transporting
   2
  18
ATNG_HUMAN




ATPase subunit gamma








 42404
GLSMDGGGSPKGDVDP
Sodium/potassium-transporting
   3
  18
ATNG_HUMAN



ATPase subunit 







gamma









  8503
SGSVIDQSR
Uromodulin
 589
 597
UROM_HUMAN





 41514
DQSRVLNLGPITR
Uromodulin
 594
 606
UROM_HUMAN





 65746
SGSVIDQSRVLNLGPITR
Uromodulin
 589
 606
UROM_HUMAN





 72161
SGSVIDQSRVLNLGPITRK
Uromodulin
 589
 607
UROM_HUMAN





 50212
VGGGEQPPPAPAPRRE
Xylosyltransferase 1
  51
  66
XYLT1_HUMAN









For the evaluation of the measured presence or absence of the markers, especially the mass and CE time thereof, the reference values stated in Table 4 can be recurred to.









TABLE 4







Reference values for the evaluation of the


measured presence or absence of the markers.









Protein/
Mass
CE time


Polypeptide
[Da]
[min]












Aprotinin
6513.09
19.3





Ribonuclease
13681.32
19.55





Lysozyme
14303.88
19.28





REVQSKIGYGRQIIS
1732.96
20.95





ELMTGELPYSHINNRDQIIFMVGR
2832.41
23.49





TGSLPYSHIGSRDQIIFMVGR
2333.19
22.62





GIVLYELMTGELPYSHIN
2048.03
32.2









For the evaluation of the measured amplitudes of the markers, the reference values stated in Table 5 can be recurred to.









TABLE 5







Reference values for the normalization of the marker amplitudes.











Protein
Mass
CE time

mean log amp


ID
[Da]
[min]
Frequency
(log median)














137
830.47
31.75
0.59
2.19(2.14)


457
871.53
24.67
0.7
2.59(2.68)


1070
925.53
31.12
0.65
1.98(2.03)


1536
958.56
24.46
0.8
2.96(3.07)


1891
983.58
31.87
0.49
2.30(2.37)


2409
1020.62
32.87
0.54
2.96(3.04)


2459
1024.59
31.8
0.67
2.70(2.75)


2710
1042.62
31.82
0.81
3.81(3.95)


3102
1071.64
24.62
0.57
3.13(3.19)


3144
1074.58
32.41
0.57
2.59(2.64)


4216
1155.64
33.15
0.42
2.42(2.53)


4332
1166.67
33.32
0.4
2.90(2.99)


4531
1181.67
25.32
0.57
2.72(2.86)


4613
1190.69
26.45
0.47
2.59(2.59)


5318
1265.71
33.84
0.54
2.94(2.98)


5556
1288.72
25.9
0.8
3.44(3.53)


5688
1303.7
34.02
0.61
3.03(3.19)


6183
1359.77
26.72
0.61
3.28(3.40)


6353
1379.81
22.13
0.43
2.94(3.13)


6539
1400.73
34.66
0.66
3.45(3.60)


6888
1440.78
27.39
0.6
2.83(2.94)


6954
1448.86
22.55
0.84
3.82(3.99)


7636
1528.81
27.47
0.77
3.88(4.09)


7948
1566.88
35.53
0.43
3.37(3.55)


7964
1568.86
23.47
0.46
2.73(2.63)


9722
1783.99
35.34
0.52
2.91(3.10)


10093
1832.99
24.17
0.78
3.65(3.83)


10111
1832.99
30.51
0.51
2.97(3.04)


10683
1910.97
36.43
0.56
3.13(3.19)


11033
1964.14
24.75
0.45
2.60(2.62)


11562
2042.09
25.01
0.53
3.41(3.70)


11587
2045.14
31.26
0.63
3.46(3.66)


11950
2102.18
25.74
0.52
3.11(3.32)


12447
2173.23
25.96
0.61
3.87(4.05)


12726
2212.18
20.63
0.48
3.44(3.54)


14383
2461.26
37.67
0.55
2.73(2.78)


15154
2581.39
27.48
0.49
3.61(3.69)


18320
3194.75
23.14
0.51
4.24(4.43)









The evaluation of the polypeptides measured can be done on the basis of the presence or absence or amplitude of the markers taking the following limits into account:


Specificity is defined as the number of actually negative samples divided by the sum of the numbers of the actually negative and false positive samples. A specificity of 100% means that a test recognizes all healthy persons as being healthy, i.e., no healthy subject is identified as being ill. This says nothing about how reliably the test recognizes sick patients.


Sensitivity is defined as the number of actually positive samples divided by the sum of the numbers of the actually positive and false negative samples. A sensitivity of 100% means that the test recognizes all sick persons. This says nothing about how reliably the test recognizes healthy patients.


By the markers according to the invention, it is possible to achieve a specificity of at least 65%, preferably at least 75%, more preferably 85%, for the recognition of a bile duct stricture or a CCC.


By the markers according to the invention, it is possible to achieve a sensitivity of at least 65%, preferably at least 75%, more preferably 85%, for the recognition of a bile duct stricture or a CCC.


The migration time is determined by capillary electrophoresis (CE), for example, as set forth in the Example under item 2. Thus, a glass capillary of 90 cm in length and with an inner diameter (ID) of 50 μm and an outer diameter (OD) of 360 μm is operated at a voltage of 30 kV. As the solvent for the sample, 20% acetonitrile, 0.25% formic acid in water is used, for example.


It is known that the CE migration times may vary. Nevertheless, the order in which the polypeptide markers are eluted is typically the same for any CE system employed. In order to balance the differences in the migration time, the system may be normalized using standards for which the migration times are known. These standards may be, for example, the polypeptides stated in the Examples (see the Example, item 3). The variation of the CE times between individual measurements is relatively small, typically within a range of ±2 min, preferably within a range of ±1 min, more preferably ±0.5 min, even more preferably ±0.2 min or 0.1 min.


The characterization of the polypeptide markers shown in Tables 1 to 5 was determined by means of capillary electrophoresis-mass spectrometry (CE-MS), a method which has been described in detail, for example, by Neuhoff et al. (Rapid Communications in mass spectrometry, 2004, Vol. 20, pp. 149-156). The variation of the molecular masses between individual measurements or between different mass spectrometers is relatively small when the calibration is exact, typically within a range of ±0.1%, preferably within a range of ±0.05%, more preferably within a range of ±0.03%, even more preferably within a range of ±0.01% or 0.005%.


The polypeptide markers according to the invention are proteins or peptides or degradation products of proteins or peptides. They may be chemically modified, for example, by posttranslational modifications, such as glycosylation, phosphorylation, alkylation or disulfide bridges, or by other reactions, for example, within the scope of the degradation.


Proceeding from the parameters that determine the polypeptide markers (molecular weight and migration time), it is possible to identify the sequence of the corresponding polypeptides by methods known in the prior art.


The polypeptides according to the invention are used for the differentiation of benign and malignant bile duct strictures from choledocholithiasis, and for the differentiation of a CCC from a PSC in an unclear bile duct stenosis.


“Diagnosis” means the process of knowledge gaining by assigning symptoms or phenomena to a disease or injury. In the present case, the presence or absence of particular polypeptide markers is also used for differential diagnostics. The presence or absence of a polypeptide marker can be measured by any method known in the prior art. Methods which may be known are exemplified below.


A polypeptide marker is considered present if its measured value is at least as high as its threshold value. If the measured value is lower, then the polypeptide marker is considered absent. The threshold value can be determined either by the sensitivity of the measuring method (detection limit) or empirically.


In the context of the present invention, the threshold value is considered to be exceeded preferably if the measured value of the sample for a certain molecular mass is at least twice as high as that of a blank sample (for example, only buffer or solvent).


The polypeptide marker or markers is/are used in such a way that its/their presence or absence is measured, wherein the presence or absence is indicative of the diagnosis of a benign or malignant bile duct stricture or a CCC. Thus, there are polypeptide markers which are typically present in subjects with a benign or malignant bile duct stricture or in subjects with a CCC, but occur less frequently or are absent in subjects with no bile duct stricture, for example, those suffering from choledocholithiasis, or CCC, for example those with PSC. Further, there are polypeptide markers which are present in patients with bile duct stenoses of different origin, but are less frequently or not at all present in patients with PSC or CCC.


In addition or also alternatively to the frequency markers (determination of presence or absence), amplitude markers may also be used for diagnosis. Amplitude markers are used in such a way that the presence or absence is not critical, but the height of the signal (the amplitude) decides if the signal is present in both groups. Two normalization methods are possible to achieve comparability between differently concentrated samples or different measuring methods. In the first approach, all peptide signals of a sample are normalized to a total amplitude of 1 million counts. Therefore, the respective mean amplitudes of the individual markers are stated as parts per million (ppm).


In addition, it is possible to define further amplitude markers by an alternative normalization method: In this case, all peptide signals of one sample are scaled with a common normalization factor. Thus, a linear regression is formed between the peptide amplitudes of the individual samples and the reference values of all known polypeptides. The slope of the regression line just corresponds to the relative concentration and is used as a normalization factor for this sample.


The decision for a diagnosis is made as a function of how high the amplitude of the respective polypeptide markers in the patient sample is in comparison with the mean amplitudes in the control groups or the “ill” group. If the value is close to the mean amplitude of the “ill” group, the existence of a benign or malignant stricture and the absence of choledocholithiasis is to be considered in the polypeptide markers for recognizing a bile duct stricture, and the existence of a CCC in the presence of a PSC(CCC on top of PSC), but also the existence of a CCC in the absence of a PSC, is to be considered in the polypeptide markers for recognizing a CCC. However, if it rather corresponds to the mean amplitudes of the control group, the non-existence of a benign or malignant stricture is to be considered in the polypeptide markers for recognizing a benign or malignant bile duct stricture, and the non-existence of a CCC is to be considered in the polypeptide markers for recognizing a CCC. The distance between the measured value and the mean amplitude can be interpreted as a probability of the sample's belonging to a certain group.


Alternatively, the distance between the measured value and the mean amplitude may be considered a probability of the sample's belonging to a certain group.


A frequency marker is a variant of an amplitude marker in which the amplitude in some samples is so low that it is below the detection limit. It is possible to convert such frequency markers to amplitude markers by including the corresponding samples in which the marker is not found into the calculation of the amplitude with a very small amplitude, on the order of the detection limit.


The subject from which the sample in which the presence or absence of one or more polypeptide markers is determined is derived may be any subject which is capable of suffering from a benign or malignant bile duct stricture, or CCC. Preferably, the subject is a mammal, and most preferably, it is a human.


In a preferred embodiment of the invention, not just three polypeptide markers, but a larger combination of polypeptide markers are used. By comparing a plurality of polypeptide markers, a bias in the overall result from a few individual deviations from the typical presence probability in single individuals can be reduced or avoided.


The sample in which the presence or absence of the peptide marker or markers according to the invention is measured may be any sample which is obtained from the body of the subject. The sample is a sample which has a polypeptide composition suitable for providing information about the state of the subject. For example, it may be blood, urine, synovial fluid, a tissue fluid, a body secretion, sweat, cerebrospinal fluid, lymph, intestinal, gastric or pancreatic juice, bile, lacrimal fluid, a tissue sample, sperm, vaginal fluid or a feces sample. Preferably, it is a liquid sample.


In a preferred embodiment, the sample is a bile sample. In this case, the markers of Table 2b are suitable for diagnostics. If other samples are used, the markers of Table 2a are suitable. These markers are suitable if a urine sample is used as the sample, in particular. Urine samples are more readily obtained as compared to bile samples. However, bile samples seem to be of a higher significance.


In a preferred embodiment, the urine samples are used for diagnosis at first. Then, when the results are unclear, further analyses based on bile samples are performed.


Bile samples can be taken as known in the prior art. Preferably, a bile sample is taken in the course of an endoscopic intervention in the context of the present invention. For example, the bile sample may be taken from the bile duct by means of an endoscopically inserted catheter, or else by means of another apparatus.


The presence or absence of a polypeptide marker in the sample may be determined by any method known in the prior art that is suitable for measuring polypeptide markers. Such methods are known to the skilled person. In principle, the presence or absence of a polypeptide marker can be determined by direct methods, such as mass spectrometry, or indirect methods, for example, by means of ligands.


If required or desirable, the sample from the subject, for example, the urine sample, may be pretreated by any suitable means and, for example, purified or separated before the presence or absence of the polypeptide marker or markers is measured. The treatment may comprise, for example, purification, separation, dilution or concentration. The methods may be, for example, centrifugation, filtration, ultrafiltration, dialysis, precipitation or chromatographic methods, such as affinity separation or separation by means of ion-exchange chromatography, electrophoretic separation, i.e., separation by different migration behaviors of electrically charged particles in solution upon application of an electric field. Particular examples thereof are gel electrophoresis, two-dimensional polyacrylamide gel electrophoresis (2D-PAGE), capillary electrophoresis, metal affinity chromatography, immobilized metal affinity chromatography (IMAC), lectin-based affinity chromatography, liquid chromatography, high-performance liquid chromatography (HPLC), normal and reverse-phase HPLC, cation-exchange chromatography and selective binding to surfaces. All these methods are well known to the skilled person, and the skilled person will be able to select the method as a function of the sample employed and the method for determining the presence or absence of the polypeptide marker or markers.


In one embodiment of the invention, the sample, before being separated by capillary electrophoresis, is separated, purified by ultracentrifugation and/or divided by ultrafiltration into fractions which contain polypeptide markers of a particular molecular size.


Preferably, a mass-spectrometric method is used to determine the presence or absence of a polypeptide marker, wherein a purification or separation of the sample may be performed upstream from such method. As compared to the currently employed methods, mass-spectrometric analysis has the advantage that the concentration of many (>100) polypeptides of a sample can be determined by a single analysis. Any type of mass spectrometer may be employed. By means of mass spectrometry, it is possible to measure 10 fmol of a polypeptide marker, i.e., 0.1 ng of a 10 kD protein, as a matter of routine with a measuring accuracy of about ±0.01% in a complex mixture. In mass spectrometers, an ion-forming unit is coupled with a suitable analytic device. For example, electrospray-ionization (ESI) interfaces are mostly used to measure ions in liquid samples, whereas MALDI (matrix-assisted laser desorption/ionization) is used for measuring ions from a sample crystallized in a matrix. To analyze the ions formed, quadrupoles, ion traps or time-of-flight (TOF) analyzers may be used, for example.


In electrospray ionization (ESI), the molecules present in solution are atomized, inter alia, under the influence of high voltage (e.g., 1-8 kV), which forms charged droplets at first that become smaller from the evaporation of the solvent. Finally, so-called Coulomb explosions result in the formation of free ions, which can then be analyzed and detected.


In the analysis of the ions by means of TOF, a particular acceleration voltage is applied which confers an equal amount of kinetic energy to the ions. Thereafter, the time that the respective ions take to travel a particular drifting distance through the flying tube is measured very accurately. Since with equal amounts of kinetic energy, the velocity of the ions depends on their mass, the latter can thus be determined. TOF analyzers have a very high scanning speed and therefore reach a good resolution.


Preferred methods for the determination of the presence and absence of polypeptide markers include gas-phase ion spectrometry, such as laser desorption/ionization mass spectrometry, MALDI-TOF MS, SELDI-TOF MS (surface-enhanced laser desorption/ionization), LC MS (liquid chromatography/mass spectrometry), 2D-PAGE/MS and capillary electrophoresis-mass spectrometry (CE-MS). All the methods mentioned are known to the skilled person.


A particularly preferred method is CE-MS, in which capillary electrophoresis is coupled with mass spectrometry. This method has been described in some detail, for example, in the German Patent Application DE 10021737, in Kaiser et al. (J. Chromatogr A, 2003, Vol. 1013: 157-171, and Electrophoresis, 2004, 25: 2044-2055) and in Wittke et al. (J. Chromatogr. A, 2003, 1013: 173-181). The CE-MS technology allows to determine the presence of some hundreds of polypeptide markers of a sample simultaneously within a short time and in a small volume with high sensitivity. After a sample has been measured, a pattern of the measured polypeptide markers is prepared, and this pattern can be compared with reference patterns of a sick or healthy subjects. In most cases, it is sufficient to use a limited number of polypeptide markers for the diagnosis of UAS. A CE-MS method which includes CE coupled on-line to an ESI-TOF MS is further preferred.


For CE-MS, the use of volatile solvents is preferred, and it is best to work under essentially salt-free conditions. Examples of such solvents include acetonitrile, methanol and the like. The solvents can be diluted with water or admixed with an acid (e.g., 0.1% to 1% formic acid) in order to protonate the analyte, preferably the polypeptides.


By means of capillary electrophoresis, it is possible to separate molecules by their charge and size. Neutral particles will migrate at the speed of the electroosmotic flow upon application of a current, while cations are accelerated towards the cathode, and anions are delayed. The advantage of the capillaries in electrophoresis resides in the favorable ratio of surface to volume, which enables a good dissipation of the Joule heat generated during the current flow. This in turn allows high voltages (usually up to 30 kV) to be applied and thus a high separating performance and short times of analysis.


In capillary electrophoresis, silica glass capillaries having inner diameters of typically from 50 to 75 μm are usually employed. The lengths employed are, for example, 30-100 cm. In addition, the separating capillaries are usually made of plastic-coated silica glass. The capillaries may be either untreated, i.e., expose their hydrophilic groups on the interior surface, or coated on the interior surface. A hydrophobic coating may be used to improve the resolution. In addition to the voltage, a pressure may also be applied, which typically is within a range of from 0 to 1 psi. The pressure may also be applied only during the separation or altered meanwhile.


In a preferred method for measuring polypeptide markers, the markers of the sample are separated by capillary electrophoresis, then directly ionized and transferred on-line into a coupled mass spectrometer for detection.


In the method according to the invention, it is advantageous to use several polypeptide markers for diagnosis.


The use of at least 5, 6, 8 or 10 markers is preferred.


In one embodiment, 20 to 50 markers are used.


In order to determine the probability of the existence of a disease when several markers are used, statistic methods known to the skilled person may be used. For example, the Random Forests method described by Weissinger et al. (Kidney Int., 2004, 65: 2426-2434) may be used by using a computer program such as S-Plus, or the support vector machines as described in the same publication.







EXAMPLE
1. Sample Preparation

For detecting the polypeptide markers for diagnosis, bile was employed. Bile was collected from patients with choledocholithiasis, from patients with PSC, from patients with CCC, and from patients with CCC on top of PSC.


For the subsequent CE-MS measurement, the lipids, which are contained in the bile in an elevated concentration, were precipitated by adding 1-butanol and diisopropyl ether, and all macromolecular bile components (>10 kDa) were separated off by ultrafiltration. Thus, 700 μl of bile was collected and pipetted to 700 μl of a 1-butanol/diisopropyl ether mixture (4:6, v/v). The sample was subsequently mixed on a vortex shaker until a homogeneous yellowish emulsion had formed. After centrifugation at 13,000 rpm and 4° C. for 10 min, 500 μl of the lower, aqueous phase was withdrawn for the subsequent ultrafiltration. Thus, the aqueous phase from the lipid removal was admixed with 500 μl of 8 M (w/v) urea solution and loaded on the UF filter (10 kDa MWCO, Sartorius, Gottingen, Germany). Subsequently, 1.0 ml of distilled water was added, and the ultrafiltration was performed at 3000 rpm in a centrifuge until 1.1 ml of ultrafiltrate was obtained. The 1.1 ml of filtrate obtained was then applied to a PD 10 column (GE Healthcare, Munich, Germany) and eluted with 2.5 ml of 0.01% NH4OH, and lyophilized. For the CE-MS measurement, the polypeptides were then resuspended with 20 μl of water (HPLC grade, Merck).


2. CE-MS Measurement

The CE-MS measurements were performed with a capillary electrophoresis system from Beckman Coulter (P/ACE MDQ System; Beckman Coulter Inc., Fullerton, Calif., USA) and an ESI-TOF mass spectrometer from Bruker (micro-TOF MS, Bruker Daltonik, Bremen, Germany).


The CE capillaries were supplied by Beckman Coulter and had an ID/OD of 50/360 μm and a length of 90 cm. The mobile phase for the CE separation consisted of 20% acetonitrile and 0.25% formic acid in water. For the “sheath flow” on the MS, 30% isopropanol with 0.5% formic acid was used, here at a flow rate of 2 μl/min. The coupling of CE and MS was realized by a CE-ESI-MS Sprayer Kit (Agilent Technologies, Waldbronn, Germany).


For injecting the sample, a pressure of from 1 to a maximum of 6 psi was applied, and the duration of the injection was 99 seconds. With these parameters, about 150 nl of the sample was injected into the capillary, which corresponds to about 10% of the capillary volume. A stacking technique was used to concentrate the sample in the capillary. Thus, before the sample was injected, a 1 M NH3 solution was injected for 7 seconds (at 1 psi), and after the sample was injected, a 2 M formic acid solution was injected for 5 seconds. When the separation voltage (30 kV) was applied, the analytes were automatically concentrated between these solutions.


The subsequent CE separation was performed with a pressure method: 40 minutes at 0 psi, then 0.1 psi for 2 min, 0.2 psi for 2 min, 0.3 psi for 2 min, 0.4 psi for 2 min, and finally 0.5 psi for 32 min. The total duration of a separation run was thus 80 minutes.


In order to obtain as good a signal intensity as possible on the side of the MS, the nebulizer gas was turned to the lowest possible value. The voltage applied to the spray needle for generating the electrospray was 3700-4100 V. The remaining settings at the mass spectrometer were optimized for peptide detection according to the manufacturer's instructions. The spectra were recorded over a mass range of m/z 400 to m/z 3000 and accumulated every 3 seconds.


3. Standards for the CE Measurement

For checking and standardizing the CE measurement, the proteins or polypeptides mentioned in Table 4 which are characterized by the stated CE migration times under the chosen conditions were employed:


In principle, it is known to the skilled person that slight variations of the migration times may occur in separations by capillary electrophoresis. However, under the conditions described, the order of migration will not change. For the skilled person who knows the stated masses and CE times, it is possible without difficulty to assign their own measurements to the polypeptide markers according to the invention. For example, he may proceed as follows: At first, he selects one of the polypeptides found in his measurement (peptide 1) and tries to find one or more identical masses within a time slot of the stated CE time (for example, ±5 min). If only one identical mass is found within this interval, the assignment is completed. If several matching masses are found, a decision about the assignment is still to be made. Thus, another peptide (peptide 2) from the measurement is selected, and it is tried to identify an appropriate polypeptide marker, again taking a corresponding time slot into account.


Again, if several markers can be found with a corresponding mass, the most probable assignment is that in which there is a substantially linear relationship between the shift for peptide 1 and that for peptide 2.


Depending on the complexity of the assignment problem, it suggests itself to the skilled person to optionally use further proteins from his sample for assignment, for example, ten proteins. Typically, the migration times are either extended or shortened by particular absolute values, or compressions or expansions of the whole course occur. However, comigrating peptides will also comigrate under such conditions.


In addition, the skilled person can make use of the migration patterns described by Zuerbig et al. in Electrophoresis 27 (2006), pp. 2111-2125. If he plots his measurement in the form of m/z versus migration time by means of a simple diagram (e.g., with MS Excel), the line patterns described also become visible. Now, a simple assignment of the individual polypeptides is possible by counting the lines.


Other approaches of assignment are also possible. Basically, the skilled person could also use the peptides mentioned above as internal standards for assigning his CE measurements.

Claims
  • 1. A process for the differential diagnosis between a benign or malignant bile duct stricture and a choledocholithiasis, comprising the step of measuring the presence or absence or amplitude of at least three polypeptide markers in a sample of body fluid, wherein said polypeptide markers are selected from the markers characterized in Table 1 by values for the molecular masses and migration times.
  • 2. The process according to claim 1, wherein an evaluation of the markers is effected by means of the reference values stated in Table 1.
  • 3. A process for the differential diagnosis between a cholangiocellular carcinoma and primary sclerosing cholangitis, comprising the step of measuring the presence or absence or amplitude of at least three polypeptide markers in a sample of body fluid, wherein said polypeptide markers are selected from the markers characterized in Table 2a by values for the molecular masses and migration times if the sample is a non-bile sample, and said polypeptide markers are selected from the markers characterized in Table 2b by values for the molecular masses and migration times if the sample is a bile sample.
  • 4. The process according to claim 3, wherein an evaluation of the markers is effected by means of the reference values stated in Tables 2a and 2b.
  • 5. The process according to claim 1, wherein at least five, at least six, at least eight, at least ten, at least 20 or at least 50 polypeptide markers as defined in claim 1 are used.
  • 6. The process according to claim 3, wherein a urine sample is used as said non-bile sample.
  • 7. The process according to claim 1, wherein capillary electrophoresis, HPLC, gas-phase ion spectrometry and/or mass spectrometry is used for measuring said polypeptide markers.
  • 8. The process according to claim 1, wherein a capillary electrophoresis is performed before the molecular mass of said polypeptide markers is measured.
  • 9. The process according to claim 1, wherein mass spectrometry is used for measuring the presence or absence of said polypeptide markers.
  • 10. (canceled)
  • 11. (canceled)
  • 12. A method for the differential diagnosis between a benign or malignant bile duct stricture and a choledocholithiasis, comprising the steps: a) separating a sample into at least five, subsamples;b) analyzing at least five subsamples for determining three polypeptide markers in the sample, wherein said polypeptide markers are selected from the markers of Table 1, which are characterized by their molecular masses and migrations times (CE times).
  • 13. A method for the differential diagnosis between a cholangiocellular carcinoma and primary sclerosing cholangitis, comprising the steps: a) separating a sample into at least five, subsamples;b) analyzing at least five subsamples for determining three polypeptide markers in the sample, wherein said polypeptide markers are selected from the markers of Table 2a, which are characterized by their molecular masses and migrations times (CE times), if the sample is a non-bile sample, and said polypeptide markers are selected from the markers characterized by their molecular masses and migrations times in Table 2b if the sample is a bile sample.
  • 14. The method according to claim 13, wherein at least 10 subsamples are separated and measured.
  • 15. The method according to claim 13, wherein the CE time is based on a 90 cm length glass capillary having an inner diameter (ID) of 50 μm at an applied voltage of 25 kV, wherein 20% acetonitrile, 0.25 M formic acid in water is used as the mobile solvent.
  • 16. The method according to claim 1, wherein the sensitivity is at least 60% and the specificity is at least 40%.
  • 17. The method according to claim 3, wherein the sensitivity is at least 60% and the specificity is at least 40%.
  • 18. The method according to claim 12, wherein the sensitivity is at least 60% and the specificity is at least 40%.
  • 19. The method according to claim 13, wherein the sensitivity is at least 60% and the specificity is at least 40%.
  • 20. The method according to claim 3 wherein capillary electrophoresis, HPLC, gas-phase ion spectrometry and/or mass spectrometry is used for measuring said polypeptide markers.
  • 21. The method according to claim 3 wherein a capillary electrophoresis is performed before the molecular mass of said polypeptide markers is measured.
  • 22. The method according to claim 3 wherein mass spectrometry is used for measuring the presence or absence of said polypeptide markers.
Priority Claims (2)
Number Date Country Kind
10194613.5 Dec 2010 EP regional
11174088.2 Jul 2011 EP regional
PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/EP2011/072441 12/12/2011 WO 00 10/8/2013