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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.
SLC35F5 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
SLC35F5 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
21.5
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
43.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.3
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.
SLC35F5 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
10.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
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.
SLC35F5 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
51.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
43.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
