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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.
SLC35B1 is potential prognostic, high expression is favorable 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
25.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
85.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
76.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
64.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
53.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
50.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
50.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
46.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
44.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
40.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
39.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
34.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
SLC35B1 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
31.9
Number of samples
486
Samples
Sample
Description
TPM
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
84.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
72.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
72.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
72.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
69.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
67.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
66.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
65.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
65.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
64.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
64.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
63.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
60.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
60.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
59.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
58.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
58.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
57.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
57.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
56.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
56.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
55.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
55.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
55.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
54.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
54.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
54.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
52.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
52.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
52.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
51.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
50.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
50.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
50.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
50.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
50.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
49.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
48.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
47.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
47.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
47.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
47.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
47.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
46.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
45.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
44.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
44.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
44.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
43.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
42.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
41.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
41.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
41.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
40.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
40.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
39.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
38.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
37.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SLC35B1 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
23.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
58.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
45.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SLC35B1 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
25.3
Number of samples
207
Samples
Sample
Description
TPM
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
134.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
89.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
69.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
48.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
47.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
43.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
43.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
38.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
