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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.
SLC30A5 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
59.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
58.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
49.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
45.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
42.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
42.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
41.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
40.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
40.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
40.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
39.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
37.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
36.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
33.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC30A5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.4
Number of samples
486
Samples
Sample
Description
TPM
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC30A5 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
29.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
47.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
46.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
46.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
45.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
44.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
43.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
42.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
41.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
40.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
39.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC30A5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
38.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
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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
