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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.
TSPAN17 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
24.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
41.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
40.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
39.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
36.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
36.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 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.
TSPAN17 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
21.4
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
78.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
56.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
TSPAN17 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
22.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
41.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
41.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TSPAN17 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
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
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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
