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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.
SH2D4A is potential prognostic, high expression is favorable 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
15.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
57.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
50.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
41.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 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.
SH2D4A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.5
Number of samples
486
Samples
Sample
Description
TPM
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
82.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
69.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
59.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
58.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
56.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
55.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
52.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
47.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
47.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
46.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
45.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
5.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
SH2D4A 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
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
SH2D4A 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
17.3
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
42.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
