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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.
ISCA1 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
22.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
60.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
52.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
46.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
36.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
ISCA1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ISCA1 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
23.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
45.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
ISCA1 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
19.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
58.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
1.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
1.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.9
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-1.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-1.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
