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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.
SFSWAP 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
13.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
SFSWAP 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
13.2
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
SFSWAP 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
12.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SFSWAP 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2b810478-7956-4a8b-870d-184859_D2
Tumor
1.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.6
b2400046-1d25-429d-a821-6040a6
Tumor
-3.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_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
