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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.
ZSWIM1 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
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
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.
ZSWIM1 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZSWIM1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
ZSWIM1 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
13.7
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
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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
