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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.
SPRY4 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
51.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
47.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SPRY4 is potential prognostic, high expression is unfavorable 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
85.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
52.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
SPRY4 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPRY4 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
20.5
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
