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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.
REG1B 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
274.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
37409.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10386.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3043.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2787.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1909.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1752.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1229.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1170.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
944.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
937.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
657.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
546.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
525.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
479.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
429.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
401.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
371.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
370.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
293.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
271.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
262.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
197.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
151.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
136.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
136.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
125.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
123.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
115.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
111.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
108.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
107.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
101.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
96.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
94.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
85.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
82.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
80.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
80.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
72.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
69.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
62.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
62.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
60.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
59.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
59.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
55.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
45.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 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.
REG1B 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
220.6
Number of samples
486
Samples
Sample
Description
TPM
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16524.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6140.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5216.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
4972.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4960.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4583.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
3618.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
3507.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2941.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
2766.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
2583.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
1643.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
1572.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
1459.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
1175.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
1112.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
1106.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
987.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
959.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
948.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
942.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
934.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
917.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
849.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
846.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
829.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
816.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
812.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
778.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
744.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
734.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
708.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
680.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
609.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
601.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
599.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
599.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
598.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
570.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
560.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
541.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
534.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
534.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
501.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
477.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
447.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
429.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
407.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
392.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
380.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
365.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
357.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
354.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
339.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
336.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
323.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
315.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
314.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
313.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
290.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
278.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
274.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
273.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
267.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
252.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
236.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
235.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
234.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
232.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
228.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
223.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
221.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
215.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
212.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
211.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
209.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
205.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
199.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
197.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
185.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
184.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
182.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
178.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
173.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
169.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
166.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
166.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
155.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
153.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
152.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
149.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
139.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
139.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
139.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
136.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
127.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
127.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
127.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
123.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
121.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
119.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
118.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
117.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
116.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
114.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
111.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
110.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
109.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
109.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
104.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
104.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
100.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
99.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
99.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
99.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
98.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
97.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
97.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
95.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
91.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
90.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
89.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
86.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
85.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
85.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
85.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
84.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
83.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
82.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
82.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
81.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
80.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
78.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
77.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
76.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
76.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
75.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
75.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
74.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
74.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
72.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
70.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
70.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
69.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
68.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
66.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
66.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
63.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
63.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
63.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
62.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
60.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
58.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
57.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
55.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
52.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
51.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
50.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
50.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
49.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
49.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
49.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
49.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
48.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
47.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
45.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
41.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
41.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
35.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
5.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
4.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
4.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
3.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
3.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
3.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
3.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
2.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
2.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
2.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
2.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
2.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
2.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
2.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
2.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
2.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
2.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
2.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
1.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
1.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
1.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
1.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
1.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
1.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
1.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
1.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
1.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
1.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
1.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
1.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
1.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
1.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
1.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
1.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
1.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
1.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
1.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
1.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
1.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
1.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
1.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
1.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
1.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
1.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
1.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
1.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
0.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
0.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
0.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
0.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
0.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
0.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
0.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
0.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
0.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
0.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
0.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
0.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
0.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
0.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
0.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
0.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
0.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
0.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
0.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
0.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
0.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
0.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
0.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
0.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
0.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
0.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
0.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
0.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
0.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
0.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
0.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
0.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
0.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
0.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
0.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
0.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
0.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
0.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
0.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
0.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
0.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
0.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
0.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
0.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
0.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
0.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
0.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
0.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
0.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
0.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
0.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
0.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
0.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
0.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 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.
REG1B 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
50.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1722.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
484.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
363.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
294.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
283.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
172.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
160.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
142.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
88.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
84.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
80.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
72.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
58.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
46.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
46.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
43.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
REG1B 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
51.3
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1227.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
790.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
599.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
487.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
476.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
468.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
414.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
405.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
388.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
319.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
300.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
292.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
267.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
222.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
191.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
186.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
178.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
172.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
167.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
161.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
149.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
134.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
133.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
117.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
110.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
108.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
103.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
95.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
90.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
81.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
79.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
76.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
74.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
69.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
69.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
69.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
67.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
62.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
58.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
55.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
54.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
45.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
42.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
5.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
3.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
3.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
3.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
3.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
3.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
3.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
2.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
2.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
2.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
2.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
2.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
2.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
2.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
2.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
2.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
2.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
2.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
1.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
1.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
1.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
1.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
1.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
1.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
1.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
1.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
1.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
1.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
1.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
1.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
1.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
1.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
0.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
0.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
0.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
0.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
0.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
0.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
0.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
0.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
0.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
0.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
0.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
0.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
0.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
0.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
0.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
0.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
0.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
0.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
0.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
0.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
0.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
0.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
0.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
0.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
0.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
0.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
0.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
0.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
0.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
0.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
0.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
0.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
0.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
0.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
0.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
0.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
0.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
0.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
0.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
0.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
0.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
0.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
0.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
0.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
0.0
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.