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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.
SLC25A27 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
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 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.
SLC25A27 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
63.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
49.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
46.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
43.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
42.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
5.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
5.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
5.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
4.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
4.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
4.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
3.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
3.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
3.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
3.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
2.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
2.2
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.
SLC25A27 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
5.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
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.
SLC25A27 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.4
Number of samples
207
Samples
Sample
Description
TPM
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
64.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
53.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
49.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
44.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
42.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
41.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
41.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
40.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
30.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
29.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
4.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
4.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
2.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
