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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.
SLC35C2 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
37.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
83.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
82.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
80.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
72.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
72.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
67.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
67.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
67.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
67.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
64.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
64.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
63.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
63.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
63.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
63.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
63.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
62.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
62.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
62.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
61.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
61.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
60.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
60.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
59.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
59.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
59.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
59.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
59.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
58.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
58.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
58.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
56.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
56.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
54.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
53.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
53.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
53.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
52.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
52.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
52.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
52.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
51.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
51.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
50.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
50.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
49.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
49.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
49.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
49.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
48.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
48.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
47.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
47.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
47.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
47.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
45.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
45.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
44.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
43.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
43.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
42.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
40.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
40.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
39.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
39.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
38.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
37.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
37.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SLC35C2 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
75.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
65.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
62.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
62.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
59.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
57.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
54.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
54.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
52.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
51.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
48.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
47.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
45.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
41.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SLC35C2 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
40.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
85.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
79.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
78.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
67.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
67.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
62.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
62.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
61.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
61.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
59.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
59.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
58.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
55.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
54.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
54.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
53.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
51.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
51.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
49.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
47.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
46.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
44.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
43.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
41.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
39.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
38.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
37.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
36.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
34.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
31.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
31.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
26.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
SLC35C2 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
24.8
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
57.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
53.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
50.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
48.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
40.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
39.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
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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
