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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.
SLAMF7 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
52.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 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.
SLAMF7 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
15.7
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
74.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
66.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
64.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
61.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
49.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
49.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
46.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
43.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
40.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
37.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
5.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
4.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
4.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
3.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
3.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
3.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
3.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
2.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
2.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
2.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
2.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
1.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
1.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
1.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLAMF7 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SLAMF7 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
53.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
45.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
42.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
4.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
3.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
2.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
2.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
1.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
