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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.
HLA-DRB5 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
57.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1775.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1178.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
916.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
843.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
808.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
595.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
494.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
426.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
424.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
413.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
369.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
362.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
317.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
239.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
234.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
229.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
212.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
207.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
185.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
180.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
172.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
164.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
159.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
143.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
138.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
127.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
125.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
121.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
111.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
106.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
102.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
102.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
101.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
101.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
100.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
97.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
95.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
92.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
92.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
80.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
77.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
73.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
73.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
72.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
72.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
72.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
68.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
64.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
62.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
62.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
59.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
53.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
49.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
45.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
44.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
44.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
44.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
42.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 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.
HLA-DRB5 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
45.8
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1267.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
711.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
516.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
487.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
459.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
391.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
389.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
385.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
384.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
366.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
327.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
318.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
307.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
299.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
295.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
263.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
250.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
241.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
237.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
226.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
223.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
219.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
213.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
212.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
210.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
207.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
197.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
195.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
195.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
187.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
187.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
184.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
183.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
181.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
178.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
176.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
175.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
173.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
171.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
168.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
161.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
158.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
152.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
152.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
152.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
151.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
150.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
149.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
148.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
138.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
137.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
136.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
135.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
134.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
134.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
132.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
130.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
129.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
128.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
127.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
127.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
126.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
123.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
123.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
122.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
121.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
119.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
115.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
114.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
113.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
112.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
110.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
110.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
108.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
107.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
107.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
106.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
105.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
104.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
104.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
103.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
103.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
102.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
102.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
100.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
96.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
94.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
92.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
90.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
89.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
89.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
88.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
87.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
87.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
86.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
86.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
85.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
84.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
84.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
83.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
82.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
81.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
76.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
76.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
75.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
74.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
73.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
73.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
72.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
72.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
71.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
69.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
68.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
67.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
67.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
66.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
65.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
65.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
65.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
64.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
61.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
60.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
60.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
59.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
56.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
56.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
56.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
55.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
54.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
54.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
53.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
52.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
51.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
49.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
48.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
46.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
45.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
44.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
38.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
36.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
3.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
3.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
2.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
2.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
2.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
2.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
2.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
1.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
1.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
1.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
0.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
0.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
0.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
0.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
0.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
0.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
0.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
0.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
0.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
0.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
0.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
0.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
0.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
0.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
0.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
0.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
0.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
0.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
0.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
0.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
0.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
0.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
0.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
0.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
0.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
0.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
0.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
0.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
0.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
0.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
0.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
0.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
0.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
0.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
0.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
0.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
0.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
0.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
0.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
0.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
0.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
0.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
0.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
0.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
0.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
0.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
0.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
0.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
0.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
0.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
0.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
0.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
0.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
0.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
0.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
0.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
0.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
0.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
0.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
0.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
0.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
0.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
0.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
0.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
0.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
0.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
0.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
0.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
0.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
0.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
0.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
0.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
0.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
0.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
0.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
0.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
0.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
0.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
0.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
0.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
0.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
0.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
0.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
0.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
0.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
0.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
0.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
0.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
0.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
0.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
0.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
0.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
0.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
0.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
0.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
0.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
0.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
0.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
0.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
0.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
0.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
0.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
0.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
0.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
0.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
0.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
0.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
0.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
0.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
0.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
0.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
0.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
0.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
0.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
0.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
0.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
0.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
0.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
0.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
0.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
0.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
0.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
0.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
0.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
0.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
0.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
0.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
0.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
0.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
0.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
0.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
0.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
0.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
0.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
0.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
0.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
0.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
0.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
0.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
0.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
0.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
0.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
0.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
0.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
0.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
0.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
0.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
0.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
0.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
0.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
0.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
0.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
0.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
0.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
0.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
0.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
0.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
0.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
0.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
0.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
0.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
0.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
0.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
0.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
0.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
0.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
0.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
0.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
0.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
0.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
0.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
0.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
0.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
0.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
0.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
0.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
0.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
0.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
0.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
0.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
0.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
0.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
0.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
0.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
0.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
0.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
0.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
0.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
0.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
0.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
0.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
0.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
0.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
0.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
0.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
0.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
0.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
0.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
0.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
0.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
0.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
0.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
0.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
0.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
0.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
0.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
0.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
0.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
0.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
0.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
0.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
0.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
0.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
0.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
0.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
0.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
0.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
0.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
0.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
0.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
0.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 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.
HLA-DRB5 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
24.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
388.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
313.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
152.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
140.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
126.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
104.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
104.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
94.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
92.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
89.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
79.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
75.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
57.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
36.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
HLA-DRB5 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
34.2
Number of samples
207
Samples
Sample
Description
TPM
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
478.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
346.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
281.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
279.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
261.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
230.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
223.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
215.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
211.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
201.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
194.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
189.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
177.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
175.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
164.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
156.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
148.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
145.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
137.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
136.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
134.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
132.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
126.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
118.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
114.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
113.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
113.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
111.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
111.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
100.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
95.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
94.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
88.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
84.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
75.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
75.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
67.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
67.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
63.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
59.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
59.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
57.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
56.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
54.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
54.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
52.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
45.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
41.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
3.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
2.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
1.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
1.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
0.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
0.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
0.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
0.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
0.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
0.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
0.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
0.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
0.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
0.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
0.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
0.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
0.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
0.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
0.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
0.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
0.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
0.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
0.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
0.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
0.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
0.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
0.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
0.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
0.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
0.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
0.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
0.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
0.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
0.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
0.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
0.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
0.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
0.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
0.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
0.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
0.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
0.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
0.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
0.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
0.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
0.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
0.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
0.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
0.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
0.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
0.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
0.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
0.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
0.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
0.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
0.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
0.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
0.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
0.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
0.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
0.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
0.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
0.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
0.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
0.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
0.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
0.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
0.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
0.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
0.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
0.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
0.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
0.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
0.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
0.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
0.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
0.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
0.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
0.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
0.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
0.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
0.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
0.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
0.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
0.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
0.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
0.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
0.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
0.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
0.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
0.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
0.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
0.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
0.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
0.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
0.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
0.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
0.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
0.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
0.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
0.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
0.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
0.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
0.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
0.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
0.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
2.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
1.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
1.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
1.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.9
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.9
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.9
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.9
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-1.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.7
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.
The Human Protein Atlas project is funded
