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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.
PROM2 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
38.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
PROM2 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
10.4
Number of samples
486
Samples
Sample
Description
TPM
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
44.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
43.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
4.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
4.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
4.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
4.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
4.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
4.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
4.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
4.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
4.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
4.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
3.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
3.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
3.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
3.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
3.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
3.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
3.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
3.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
3.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
3.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
3.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
3.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
3.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
3.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
3.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
3.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
3.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
3.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
3.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
3.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
3.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
3.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
3.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
3.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
3.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
3.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
3.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
3.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
3.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
2.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
2.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
2.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
2.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
2.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
2.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
2.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
2.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
2.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
2.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
2.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
2.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
2.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
2.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
2.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
2.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
2.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
2.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
2.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
2.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
2.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
2.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
2.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
2.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
2.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
2.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
2.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
2.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
1.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
1.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
1.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
1.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
1.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
1.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
1.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
1.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
1.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
1.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
1.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
1.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
1.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
1.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
1.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
1.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
1.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
1.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
1.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
1.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
1.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
0.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
0.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
0.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
0.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
0.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
0.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
PROM2 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
PROM2 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
9.1
Number of samples
207
Samples
Sample
Description
TPM
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
49.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
43.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
5.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
5.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
5.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
4.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
4.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
4.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
4.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
4.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
4.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
4.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
3.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
3.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
3.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
3.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
3.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
3.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
3.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
3.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
3.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
3.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
3.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
3.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
2.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
2.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
2.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
2.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
2.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
2.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
2.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
2.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
1.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
1.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
1.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
1.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
1.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
1.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
1.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
1.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
1.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
1.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
1.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
1.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
1.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
0.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
0.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
0.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
0.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.0
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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
