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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCGB3A2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
188.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
174.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
155.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
145.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
140.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
140.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
133.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
128.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
115.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
99.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
99.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
97.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
96.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
94.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
94.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
93.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
89.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
88.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
86.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
86.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
86.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
78.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
75.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
72.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
70.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
69.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
68.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
65.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
64.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
61.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
57.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
56.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
54.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
53.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
53.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
52.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
51.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
50.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
49.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
45.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
45.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
45.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
45.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
37.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
35.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCGB3A2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
69.9
Number of samples
486
Samples
Sample
Description
TPM
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
1190.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
903.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
742.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
522.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
521.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
515.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
492.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
461.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
441.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
434.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
428.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
390.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
360.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
333.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
326.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
322.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
321.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
310.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
306.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
304.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
303.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
302.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
299.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
295.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
292.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
287.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
283.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
280.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
276.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
275.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
274.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
273.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
270.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
269.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
258.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
256.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
245.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
237.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
225.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
220.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
219.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
210.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
208.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
205.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
204.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
199.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
199.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
191.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
190.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
187.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
185.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
184.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
183.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
177.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
175.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
173.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
171.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
168.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
160.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
157.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
157.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
156.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
155.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
154.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
153.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
152.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
151.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
151.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
150.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
150.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
147.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
147.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
145.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
145.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
144.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
142.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
139.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
139.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
138.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
137.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
136.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
135.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
133.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
131.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
131.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
130.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
130.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
129.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
129.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
127.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
126.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
125.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
124.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
122.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
121.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
120.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
118.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
117.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
117.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
116.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
114.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
113.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
113.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
113.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
111.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
108.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
108.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
107.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
102.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
102.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
101.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
101.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
100.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
97.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
96.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
96.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
96.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
96.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
96.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
95.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
94.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
94.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
93.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
92.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
92.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
90.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
87.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
83.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
82.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
81.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
81.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
79.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
78.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
78.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
78.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
76.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
75.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
74.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
74.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
73.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
73.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
72.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
71.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
71.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
70.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
68.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
67.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
67.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
67.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
63.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
60.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
59.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
58.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
55.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
54.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
54.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
54.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
54.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
52.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
52.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
52.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
51.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
51.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
47.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
47.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
46.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
44.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
43.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
40.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
40.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
38.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
5.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
5.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
4.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
4.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
4.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
4.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
3.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
3.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
3.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
3.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
3.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
3.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
3.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
3.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
3.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
2.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
2.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
2.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
2.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
2.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
2.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCGB3A2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
281.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
107.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
96.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
92.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
83.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
74.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
70.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
66.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
64.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
60.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
56.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
48.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
40.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCGB3A2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
71.3
Number of samples
207
Samples
Sample
Description
TPM
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
665.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
626.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
492.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
415.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
386.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
371.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
345.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
339.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
339.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
296.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
277.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
274.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
245.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
225.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
218.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
216.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
210.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
206.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
203.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
192.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
192.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
188.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
185.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
185.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
181.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
181.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
177.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
174.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
167.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
166.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
166.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
161.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
159.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
156.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
155.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
150.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
148.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
137.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
136.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
122.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
113.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
108.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
102.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
100.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
99.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
96.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
94.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
93.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
93.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
93.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
91.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
85.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
85.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
85.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
82.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
82.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
81.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
80.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
78.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
78.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
78.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
75.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
72.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
71.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
70.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
66.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
66.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
66.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
62.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
60.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
58.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
54.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
54.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
52.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
52.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
52.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
52.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
51.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
50.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
49.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
47.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
44.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
42.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
42.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
36.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
6.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
5.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
4.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
4.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
4.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
4.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
3.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
3.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
