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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.
RNF149 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
22.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
57.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
45.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
RNF149 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
44.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF149 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
40.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
RNF149 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
