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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.
SS18L1 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
SS18L1 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SS18L1 is potential prognostic, high expression is favorable 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SS18L1 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
51.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
