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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.
SLC35A1 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
21.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
66.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
63.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
56.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
55.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
53.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
52.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
50.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
50.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
42.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
40.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
39.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
39.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
38.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
36.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 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.
SLC35A1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.0
Number of samples
486
Samples
Sample
Description
TPM
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
61.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
59.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
58.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
58.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
51.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
45.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
45.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
44.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
43.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
42.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SLC35A1 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
21.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
82.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
57.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
53.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
47.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
45.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
36.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
35.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC35A1 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
63.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
53.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
52.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
50.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.8
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.9
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.9
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-2.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
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
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
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
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
