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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.
MRPL50 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
MRPL50 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
5.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
MRPL50 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
12.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRPL50 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
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
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
