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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.
MRPS31 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
49.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
44.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
40.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
32.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
30.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
MRPS31 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
66.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
40.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MRPS31 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
22.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
52.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
49.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
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.
MRPS31 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
49.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
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Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
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Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
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Normal
0.1
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Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
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Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
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Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.5
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
