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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.
ARFRP1 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
28.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
80.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
73.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
72.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
67.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
65.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
65.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
64.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
61.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
57.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
56.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
55.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
54.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
53.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
51.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
51.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
51.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
50.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
50.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
49.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
49.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
48.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
48.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
48.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
45.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
44.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
43.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
43.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
42.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
41.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
40.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
36.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ARFRP1 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
13.0
Number of samples
486
Samples
Sample
Description
TPM
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
56.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
53.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
44.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
43.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
42.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
6.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
3.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
2.5
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.
ARFRP1 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
31.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
75.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
68.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
61.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
58.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
54.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
54.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
53.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
52.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
50.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
50.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
50.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
47.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
46.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
44.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
42.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
41.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
36.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
33.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
33.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
ARFRP1 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
88.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
2.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-3.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
