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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.
FGFR1 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-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 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.
FGFR1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.7
Number of samples
486
Samples
Sample
Description
TPM
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
80.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
57.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
55.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
47.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
3.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
FGFR1 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
FGFR1 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
65.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
52.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
51.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
51.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
45.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
44.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.7
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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
