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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.
LSS is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
69.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
52.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
52.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
51.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
48.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
42.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
40.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
39.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
31.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
LSS 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
80.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
72.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
68.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
64.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
63.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
61.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
59.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
56.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
56.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
55.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
54.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
54.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
54.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
53.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
52.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
52.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
51.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
51.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
51.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
51.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
50.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
49.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
49.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
48.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
47.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
47.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
45.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
45.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
45.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
44.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
39.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
38.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
36.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
LSS 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
18.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
105.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
74.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
55.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
47.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
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.
LSS 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
86.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
58.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
53.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
53.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
49.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
44.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
44.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
44.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
41.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
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Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
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Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
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Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
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Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
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Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
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Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
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Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
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Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
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Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
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Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
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Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
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Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
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Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
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
