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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.
ST7 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
ST7 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ST7 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
16.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ST7 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.6
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
