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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.
PIK3IP1 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
79.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
57.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
55.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
51.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
51.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
48.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
44.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
40.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
39.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
36.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
33.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PIK3IP1 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
20.7
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
60.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
54.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
45.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
45.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
44.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
38.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
37.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.9
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.
PIK3IP1 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
21.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
65.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
58.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
51.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
42.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
41.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
40.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
39.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
PIK3IP1 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
55.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
52.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
37.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
1.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
